Data loading into separate dataframes

LOAD_SAVED_MODELS = TRUE

training <- read.csv('data/trainingData.csv')
validation <- read.csv('data/validationData.csv')

Some Descriptive exploration of target variables:

print(paste("Number of training observations", nrow(training)))
[1] "Number of training observations 19937"
cat("Number of buildings", length(levels(as.factor(training$BUILDINGID))), "\n")
Number of buildings 3 
cat("Number of Floors", length(levels(as.factor(training$FLOOR))), "\n")
Number of Floors 5 
cat("Number of spaces", length(levels(as.factor(training$SPACEID))), "\n")
Number of spaces 123 

Remove independent variables with zero variance

# Add a acolum to identify if the row if from training or validation set
# since sets weill be merged later

training$isTraining <- TRUE
validation$isTraining <- FALSE
consolidado <- rbind(training, validation)


training$BUILDINGID <- as.factor(training$BUILDINGID)
training$FLOOR <- as.factor(training$FLOOR)
training$SPACEID <- as.factor(training$SPACEID)

validation$BUILDINGID <- as.factor(validation$BUILDINGID)
validation$FLOOR <- as.factor(validation$FLOOR)
validation$SPACEID <- as.factor(validation$SPACEID)

# Remove zero variance rows (constant rows) and remove them from both
# training and validation sets
zero.var <- logical()

for (i in c(1:ncol(consolidado))) {
     zero.var[i] <- var(consolidado[,i]) != 0
}

# Apply a PCA algorithm only on WAP columns, in order to identify which
# columns could be removed, thus reducing the data set dimensionality
consolidado.pca <- prcomp(consolidado[, 1:520],
                          center = TRUE,
                          scale. = TRUE)

Nota that data was transformed to a diferent scale after PCA was executed

as.data.frame(head(consolidado.pca$x))

The following histogram shows the amount of information (explained variance proportion) from each principal component:

library(ggplot2)

prop_varianza <- consolidado.pca$sdev^2 / sum(consolidado.pca$sdev^2)

ggplot(data = data.frame(prop_varianza, pc = 1:520),
       aes(x = pc, y = prop_varianza)) +
  geom_col(width = 0.3) +
  scale_y_continuous(limits = c(0,0.01)) +
  theme_bw() +
  labs(x = "# of Principal Components",
       y = "Explained Variance Proportion")

The PCA algorithm will return the Principal components sorted descending based on its importance, I’ll select the first 100 principal components for training the classifiers.

Note that 100 PCs can explain near 60% of the variablity of the dataset:

# Number of Principal Components to use
M = 100

# Split into training and validation sets again, after dimensionality was reduced
training.pca <- data.frame(consolidado.pca$x[consolidado$isTraining, 1:M])
validation.pca <- data.frame(consolidado.pca$x[!consolidado$isTraining, 1:M])

# Calculate the total variance explained by the selected principal components
sum(prop_varianza[1:M]) 
[1] 0.6089494
#Add other variables that were not WAPs
training.pca <- cbind(training.pca, training[, 521:529])
validation.pca <- cbind(validation.pca, validation[, 521:529])
n <- names(training.pca[,1:M])

Also note that with 250, around 85% of variability could be explained, but this would add much more complexity to the classifiers training phase:

sum(prop_varianza[1:250]) 
[1] 0.8587173

Classifiers

With the reduced feature set from PCA, a few models will be trained. First I’ll create a classifier for the building variable.

Parallel execution wrapper for training function

fit_model <- function(seed, num_workers=4, ...) {
  #' Parallel multi-threaded wrapper of the caret's train(...) funtion.
  #' @param seed used for the random generator
  #' @param num_workers is the number of worker threads that will be executed in parallel
  #' @param ... parameters passed directly to the caret's train(...) function
  #' @return the trained model
  
  set.seed(seed)
  # Register parallel workers
  cl <- makePSOCKcluster(num_workers)
  registerDoParallel(cl)
  fitted_model <- train(...)
  # Release workers
  stopCluster(cl)
  return(fitted_model)
}

Utility for saving and restoring models

save_model_to_disk <- function(trained_model, filename="trained_model.rds"){
  #' save the model to disk
  saveRDS(trained_model,  paste("models", filename, sep="/"))
}

load_model_from_disk <- function(filename) {
  return(readRDS(paste("models", filename, sep="/")))
}

plot_correlation <- function(dataset) {
  #' Calculate the correlation among columns in the dataset
  #' and plot a heat diagram with the results
  #' @param dataset Data.frame to analyse
  #' @return correlation data
  corr_data <- cor(dataset)
  
  corrplot(corr_data, type="full", 
           order = "original",
           tl.cex = .85, 
           addCoefasPercent = TRUE,
           col=brewer.pal(n=8, name="RdYlBu"))
}

Variable independence

The following correlation graph shows that there is little to none correlation between WAPs:

plot_correlation(training.pca[,1:100])

KNN Model

Train a Knn to predict the Building:

f <- as.formula(paste("BUILDINGID ~", paste(n, collapse = " + ")))
model_file = "knn_model1.rds"

if(LOAD_SAVED_MODELS) {
  fitted_model <- load_model_from_disk(model_file)
} else {
  fit_control  <- trainControl(method = "repeatedcv", 
                               number = 10,
                               repeats = 3)

  fitted_model <- fit_model(seed = 4561235,
                       num_workers = 8,
                       f,
                       data = training.pca,
                       method = "knn",
                       trControl = fit_control,
                       tuneLength = 5
                      )
  
  save_model_to_disk(fitted_model, filename=model_file) 
}
summary(fitted_model)
            Length Class      Mode     
learn         2    -none-     list     
k             1    -none-     numeric  
theDots       0    -none-     list     
xNames      100    -none-     character
problemType   1    -none-     character
tuneValue     1    data.frame list     
obsLevels     3    -none-     character
param         0    -none-     list     
ggplot(fitted_model) + theme(legend.position = "top")

knn_building_model <- fitted_model

Test the model:

# Testing model
predictions.validation_knn <- predict(fitted_model, newdata = validation.pca, type="raw")
resamps.knn <- postResample(predictions.validation_knn, validation.pca$BUILDINGID)
resamps.knn
 Accuracy     Kappa 
0.9918992 0.9872089 
confusionMatrix(data = predictions.validation_knn, validation.pca$BUILDINGID)
Confusion Matrix and Statistics

          Reference
Prediction   0   1   2
         0 532   1   0
         1   2 304   2
         2   2   2 266

Overall Statistics
                                          
               Accuracy : 0.9919          
                 95% CI : (0.9847, 0.9963)
    No Information Rate : 0.4824          
    P-Value [Acc > NIR] : <2e-16          
                                          
                  Kappa : 0.9872          
                                          
 Mcnemar's Test P-Value : 0.5062          

Statistics by Class:

                     Class: 0 Class: 1 Class: 2
Sensitivity            0.9925   0.9902   0.9925
Specificity            0.9983   0.9950   0.9953
Pos Pred Value         0.9981   0.9870   0.9852
Neg Pred Value         0.9931   0.9963   0.9976
Prevalence             0.4824   0.2763   0.2412
Detection Rate         0.4788   0.2736   0.2394
Detection Prevalence   0.4797   0.2772   0.2430
Balanced Accuracy      0.9954   0.9926   0.9939

Let’s predict the Building + the Floor

training.pca$BF <- paste(training.pca$BUILDINGID, training.pca$FLOOR, sep = "|")
validation.pca$BF <- paste(validation.pca$BUILDINGID, validation.pca$FLOOR, sep = "|")
training.pca$BF <- as.factor(training.pca$BF)
validation.pca$BF <- as.factor(validation.pca$BF)

model_file = "knn_model2.rds"

if(LOAD_SAVED_MODELS) {
  fitted_model <- load_model_from_disk(model_file)
} else {
  f <- as.formula(paste("BF ~", paste(n, collapse = " + ")))
  fit_control  <- trainControl(method = "repeatedcv", 
                                 number = 10,
                                 repeats = 3)
  
  fitted_model <- fit_model(seed = 9423168,
                     num_workers = 12,
                     f,
                     data = training.pca,
                     method = "knn",
                     trControl = fit_control,
                     tuneLength = 5
                     )
  save_model_to_disk(fitted_model, filename = model_file)
}
summary(fitted_model)
            Length Class      Mode     
learn         2    -none-     list     
k             1    -none-     numeric  
theDots       0    -none-     list     
xNames      100    -none-     character
problemType   1    -none-     character
tuneValue     1    data.frame list     
obsLevels    13    -none-     character
param         0    -none-     list     
ggplot(fitted_model) + theme(legend.position = "top")

knn_building_floor_model <- fitted_model

Test the model:

# Testing model
predictions.validation_knn2 <- predict(fitted_model, newdata = validation.pca, type="raw")
resamps.knn2 <- postResample(predictions.validation_knn2, validation.pca$BF)
resamps.knn2
 Accuracy     Kappa 
0.7002700 0.6664704 
confusionMatrix(data = predictions.validation_knn2, validation.pca$BF)
Confusion Matrix and Statistics

          Reference
Prediction 0|0 0|1 0|2 0|3 1|0 1|1 1|2 1|3 2|0 2|1 2|2 2|3 2|4
       0|0  58  29   0   1   0   0   0   0   0   0   0   0   0
       0|1  17 146   9   1   0   0   0   0   0   0   0   0   0
       0|2   2  25 108  24   0   0   0   0   0   0   0   0   0
       0|3   1   7  47  57   0   0   0   1   0   0   0   0   0
       1|0   0   0   0   0  20  16   0   0   0   0   0   0   1
       1|1   0   0   0   0   6  78   2   0   0   0   0   0   0
       1|2   0   0   1   1   4  47  64   2   0   0   0   0   0
       1|3   0   1   0   0   0   2  21  42   0   0   0   1   2
       2|0   0   0   0   0   0   0   0   0  20   5   0   0   0
       2|1   0   0   0   0   0   0   0   0   4 102  17   0   0
       2|2   0   0   0   1   0   0   0   0   0   2  26   0   0
       2|3   0   0   0   0   0   0   0   2   0   2  11  35  14
       2|4   0   0   0   0   0   0   0   0   0   0   0   4  22

Overall Statistics
                                          
               Accuracy : 0.7003          
                 95% CI : (0.6724, 0.7271)
    No Information Rate : 0.1872          
    P-Value [Acc > NIR] : < 2.2e-16       
                                          
                  Kappa : 0.6665          
                                          
 Mcnemar's Test P-Value : NA              

Statistics by Class:

                     Class: 0|0 Class: 0|1 Class: 0|2 Class: 0|3 Class: 1|0 Class: 1|1 Class: 1|2 Class: 1|3 Class: 2|0 Class: 2|1 Class: 2|2
Sensitivity             0.74359     0.7019    0.65455    0.67059     0.6667    0.54545    0.73563    0.89362     0.8333    0.91892     0.4815
Specificity             0.97096     0.9701    0.94609    0.94542     0.9843    0.99174    0.94629    0.97462     0.9954    0.97900     0.9972
Pos Pred Value          0.65909     0.8439    0.67925    0.50442     0.5405    0.90698    0.53782    0.60870     0.8000    0.82927     0.8966
Neg Pred Value          0.98045     0.9339    0.94013    0.97194     0.9907    0.93659    0.97681    0.99520     0.9963    0.99089     0.9741
Prevalence              0.07021     0.1872    0.14851    0.07651     0.0270    0.12871    0.07831    0.04230     0.0216    0.09991     0.0486
Detection Rate          0.05221     0.1314    0.09721    0.05131     0.0180    0.07021    0.05761    0.03780     0.0180    0.09181     0.0234
Detection Prevalence    0.07921     0.1557    0.14311    0.10171     0.0333    0.07741    0.10711    0.06211     0.0225    0.11071     0.0261
Balanced Accuracy       0.85727     0.8360    0.80032    0.80800     0.8255    0.76860    0.84096    0.93412     0.9144    0.94896     0.7393
                     Class: 2|3 Class: 2|4
Sensitivity             0.87500     0.5641
Specificity             0.97292     0.9963
Pos Pred Value          0.54687     0.8462
Neg Pred Value          0.99522     0.9843
Prevalence              0.03600     0.0351
Detection Rate          0.03150     0.0198
Detection Prevalence    0.05761     0.0234
Balanced Accuracy       0.92396     0.7802

Random Forest

f <- as.formula(paste("BUILDINGID ~", paste(n, collapse = " + ")))

## Random Forest
model_file = "rf_model1.rds"

if(LOAD_SAVED_MODELS) {
  fitted_model <- load_model_from_disk(model_file)
} else {
  fit_control  <- trainControl(method = "repeatedcv", 
                               number = 10,
                               repeats = 3)
  
  rf_grid <- expand.grid(mtry=c(1,5,7))
  
  fitted_model <- fit_model(seed = 9743468,
                      num_workers = 12,
                      f,
                      data = training.pca,
                      method = "rf",
                      trControl = fit_control,
                      tuneGrid=rf_grid
                     )
  
  save_model_to_disk(fitted_model, filename=model_file)
}
summary(fitted_model)
                Length Class      Mode     
call                4  -none-     call     
type                1  -none-     character
predicted       19937  factor     numeric  
err.rate         2000  -none-     numeric  
confusion          12  -none-     numeric  
votes           59811  matrix     numeric  
oob.times       19937  -none-     numeric  
classes             3  -none-     character
importance        100  -none-     numeric  
importanceSD        0  -none-     NULL     
localImportance     0  -none-     NULL     
proximity           0  -none-     NULL     
ntree               1  -none-     numeric  
mtry                1  -none-     numeric  
forest             14  -none-     list     
y               19937  factor     numeric  
test                0  -none-     NULL     
inbag               0  -none-     NULL     
xNames            100  -none-     character
problemType         1  -none-     character
tuneValue           1  data.frame list     
obsLevels           3  -none-     character
param               0  -none-     list     
ggplot(fitted_model) + theme(legend.position = "top")

rf_building_model <- fitted_model

Validate the model:

# Testing model
predictions.validation_rf <- predict(fitted_model, newdata = validation.pca, type="raw")
resamps.rf <- postResample(predictions.validation_rf, validation.pca$BUILDINGID)
resamps.rf
 Accuracy     Kappa 
0.9990999 0.9985773 
confusionMatrix(data = predictions.validation_rf, validation.pca$BUILDINGID)
Confusion Matrix and Statistics

          Reference
Prediction   0   1   2
         0 536   0   0
         1   0 307   1
         2   0   0 267

Overall Statistics
                                    
               Accuracy : 0.9991    
                 95% CI : (0.995, 1)
    No Information Rate : 0.4824    
    P-Value [Acc > NIR] : < 2.2e-16 
                                    
                  Kappa : 0.9986    
                                    
 Mcnemar's Test P-Value : NA        

Statistics by Class:

                     Class: 0 Class: 1 Class: 2
Sensitivity            1.0000   1.0000   0.9963
Specificity            1.0000   0.9988   1.0000
Pos Pred Value         1.0000   0.9968   1.0000
Neg Pred Value         1.0000   1.0000   0.9988
Prevalence             0.4824   0.2763   0.2412
Detection Rate         0.4824   0.2763   0.2403
Detection Prevalence   0.4824   0.2772   0.2403
Balanced Accuracy      1.0000   0.9994   0.9981

Let’s predict the Building + the Floor

model_file = "rf_model2.rds"

if(LOAD_SAVED_MODELS) {
  fitted_model <- load_model_from_disk(model_file)
} else {
  f <- as.formula(paste("BF ~", paste(n, collapse = " + ")))
  
  fit_control  <- trainControl(method = "repeatedcv", 
                               number = 10,
                               repeats = 3)
  
  rf_grid <- expand.grid(mtry=c(1,5,7))
  
  fitted_model <- fit_model(seed = 68432542,
                      num_workers = 12,
                      f,
                      data = training.pca,
                      method = "rf",
                      trControl = fit_control,
                      tuneGrid=rf_grid
                     )
  save_model_to_disk(fitted_model, filename = model_file)
}
summary(fitted_model)
                Length Class      Mode     
call                 4 -none-     call     
type                 1 -none-     character
predicted        19937 factor     numeric  
err.rate          7000 -none-     numeric  
confusion          182 -none-     numeric  
votes           259181 matrix     numeric  
oob.times        19937 -none-     numeric  
classes             13 -none-     character
importance         100 -none-     numeric  
importanceSD         0 -none-     NULL     
localImportance      0 -none-     NULL     
proximity            0 -none-     NULL     
ntree                1 -none-     numeric  
mtry                 1 -none-     numeric  
forest              14 -none-     list     
y                19937 factor     numeric  
test                 0 -none-     NULL     
inbag                0 -none-     NULL     
xNames             100 -none-     character
problemType          1 -none-     character
tuneValue            1 data.frame list     
obsLevels           13 -none-     character
param                0 -none-     list     
ggplot(fitted_model) + theme(legend.position = "top")

rf_building_floor_model <- fitted_model

Test the model:

# Testing model
predictions.validation_rf2 <- predict(fitted_model, newdata = validation.pca, type="raw")
resamps.rf2 <- postResample(predictions.validation_rf2, validation.pca$BF)
resamps.rf2
 Accuracy     Kappa 
0.6894689 0.6511244 
confusionMatrix(data = predictions.validation_rf2, validation.pca$BF)
Confusion Matrix and Statistics

          Reference
Prediction 0|0 0|1 0|2 0|3 1|0 1|1 1|2 1|3 2|0 2|1 2|2 2|3 2|4
       0|0  38  18   0   0   0   0   0   0   0   0   0   0   0
       0|1  28 118   8   2   0   0   0   0   0   0   0   0   0
       0|2  12  69 143  40   0   0   0   0   0   0   1   0   0
       0|3   0   3  14  43   0   0   0   0   0   0   0   0   0
       1|0   0   0   0   0  15   2   0   0   0   0   0   0   0
       1|1   0   0   0   0   9  93   1   0   0   0   0   0   0
       1|2   0   0   0   0   6  47  80   8   0   0   0   0   0
       1|3   0   0   0   0   0   1   6  39   0   0   0   0   0
       2|0   0   0   0   0   0   0   0   0  16   2   0   0   0
       2|1   0   0   0   0   0   0   0   0   8 108  19   1   1
       2|2   0   0   0   0   0   0   0   0   0   1  17   0   0
       2|3   0   0   0   0   0   0   0   0   0   0  17  39  21
       2|4   0   0   0   0   0   0   0   0   0   0   0   0  17

Overall Statistics
                                          
               Accuracy : 0.6895          
                 95% CI : (0.6613, 0.7166)
    No Information Rate : 0.1872          
    P-Value [Acc > NIR] : < 2.2e-16       
                                          
                  Kappa : 0.6511          
                                          
 Mcnemar's Test P-Value : NA              

Statistics by Class:

                     Class: 0|0 Class: 0|1 Class: 0|2 Class: 0|3 Class: 1|0 Class: 1|1 Class: 1|2 Class: 1|3 Class: 2|0 Class: 2|1 Class: 2|2
Sensitivity             0.48718     0.5673     0.8667    0.50588     0.5000    0.65035    0.91954     0.8298     0.6667    0.97297     0.3148
Specificity             0.98258     0.9579     0.8710    0.98343     0.9981    0.98967    0.94043     0.9934     0.9982    0.97100     0.9991
Pos Pred Value          0.67857     0.7564     0.5396    0.71667     0.8824    0.90291    0.56738     0.8478     0.8889    0.78832     0.9444
Neg Pred Value          0.96209     0.9058     0.9740    0.96004     0.9863    0.95040    0.99278     0.9925     0.9927    0.99692     0.9661
Prevalence              0.07021     0.1872     0.1485    0.07651     0.0270    0.12871    0.07831     0.0423     0.0216    0.09991     0.0486
Detection Rate          0.03420     0.1062     0.1287    0.03870     0.0135    0.08371    0.07201     0.0351     0.0144    0.09721     0.0153
Detection Prevalence    0.05041     0.1404     0.2385    0.05401     0.0153    0.09271    0.12691     0.0414     0.0162    0.12331     0.0162
Balanced Accuracy       0.73488     0.7626     0.8689    0.74466     0.7491    0.82001    0.92998     0.9116     0.8324    0.97199     0.6569
                     Class: 2|3 Class: 2|4
Sensitivity             0.97500     0.4359
Specificity             0.96452     1.0000
Pos Pred Value          0.50649     1.0000
Neg Pred Value          0.99903     0.9799
Prevalence              0.03600     0.0351
Detection Rate          0.03510     0.0153
Detection Prevalence    0.06931     0.0153
Balanced Accuracy       0.96976     0.7179

C5.0 Model

f <- as.formula(paste("BUILDINGID ~", paste(n, collapse = " + ")))

## C5.0
model_file = "c50_model1.rds"

if(LOAD_SAVED_MODELS) {
  fitted_model <- load_model_from_disk(model_file)
  
} else {
  fit_control  <- trainControl(method = "repeatedcv", 
                               number = 10,
                               repeats = 3)
  fitted_model <- fit_model(seed = 9743468,
                            num_workers = 12,
                            f,
                            data = training.pca,
                            method = "C5.0",
                            trControl = fit_control,
                            tuneLength = 15,
                          )
  save_model_to_disk(fitted_model, filename=model_file)
}
summary(fitted_model)

Call:
(function (x, y, trials = 1, rules = FALSE, weights = NULL, control = C5.0Control(), costs = NULL, ...) {    funcCall <- match.call(expand.dots
 4.39558005604089, 4.39558005604089, 6.45409374279354, 6.45409374279354, 4.39558005604089, 4.39558005604089, 6.45409374279354,
 6.45409374279354, 8.88235651146991, 8.88235651146991, 5.08108509503511, 8.88235651146991, 8.8823565114


C5.0 [Release 2.07 GPL Edition]     Sun Nov 10 21:57:32 2019
-------------------------------

Class specified by attribute `outcome'

Read 19937 cases (101 attributes) from undefined.data

87 attributes winnowed
Estimated importance of remaining attributes:

   8706%  PC2
   3933%  PC1
    103%  PC3
     67%  PC45
     44%  PC8
     42%  PC6
     39%  PC44
     19%  PC5
     19%  PC20
     14%  PC18
     14%  PC21
      8%  PC4
     <1%  PC56

-----  Trial 0:  -----

Rules:

Rule 0/1: (5232, lift 3.8)
    PC1 <= -0.3070439
    PC2 > 1.40607
    PC5 > -2.398256
    ->  class 0  [1.000]

Rule 0/2: (2210, lift 3.8)
    PC3 <= 5.824995
    PC4 <= -3.841968
    ->  class 0  [1.000]

Rule 0/3: (777, lift 3.8)
    PC1 > 11.73215
    PC56 <= 1.844189
    ->  class 1  [0.999]

Rule 0/4: (3253/1, lift 3.8)
    PC1 > 0.07267573
    PC3 > 0.09497605
    PC8 > -4.834902
    ->  class 1  [0.999]

Rule 0/5: (1580, lift 3.8)
    PC1 > 0.07267573
    PC6 > 4.173553
    ->  class 1  [0.999]

Rule 0/6: (967, lift 3.8)
    PC1 > 0.07267573
    PC8 > -4.834902
    PC45 <= -0.2992758
    ->  class 1  [0.999]

Rule 0/7: (2882/4, lift 3.8)
    PC1 > -0.3070439
    PC2 > -0.3597415
    PC4 > -3.841968
    PC18 <= 0.2049964
    ->  class 1  [0.998]

Rule 0/8: (1290/4, lift 3.8)
    PC1 > 4.913236
    PC8 > -4.834902
    PC44 <= 1.670737
    ->  class 1  [0.996]

Rule 0/9: (234, lift 3.8)
    PC2 <= -0.3597415
    PC3 > 0.5846092
    PC45 <= 0.006136876
    ->  class 1  [0.996]

Rule 0/10: (3922/39, lift 3.8)
    PC3 > 0.5846092
    ->  class 1  [0.990]

Rule 0/11: (4887, lift 2.1)
    PC1 <= 0.07267573
    PC2 <= -0.3597415
    PC45 > 0.006136876
    ->  class 2  [1.000]

Rule 0/12: (9079/7, lift 2.1)
    PC1 <= -0.3070439
    PC2 <= 1.40607
    ->  class 2  [0.999]

Rule 0/13: (2102/132, lift 2.0)
    PC18 > 0.2049964
    PC21 > 0.6881863
    ->  class 2  [0.937]

Rule 0/14: (10552/1165, lift 1.9)
    PC2 <= -0.3597415
    ->  class 2  [0.890]

Default class: 2

-----  Trial 1:  -----

Rules:

Rule 1/1: (4183.6, lift 4.5)
    PC1 <= 0.7225365
    PC2 > -0.3769539
    PC3 <= 0.1612521
    ->  class 0  [1.000]

Rule 1/2: (1884.1/0.8, lift 4.5)
    PC4 > 3.437691
    ->  class 0  [0.999]

Rule 1/3: (1472.3, lift 2.5)
    PC1 > 0.7225365
    PC2 > -0.3769539
    ->  class 1  [0.999]

Rule 1/4: (7044/253.7, lift 2.4)
    PC2 > -0.3769539
    PC3 > 0.1612521
    PC4 <= 3.437691
    PC21 <= 1.779981
    ->  class 1  [0.964]

Rule 1/5: (493.9/19.5, lift 2.4)
    PC2 <= -0.3769539
    PC4 > 0.4560649
    ->  class 1  [0.959]

Rule 1/6: (3171.4/136.2, lift 2.4)
    PC3 > 0.5712223
    ->  class 1  [0.957]

Rule 1/7: (873/42.8, lift 2.4)
    PC1 > 6.622385
    ->  class 1  [0.950]

Rule 1/8: (7494.5/13.5, lift 2.6)
    PC1 <= 6.622385
    PC2 <= -0.3769539
    PC3 <= 0.5712223
    PC4 <= 0.4560649
    ->  class 2  [0.998]

Rule 1/9: (33.8, lift 2.5)
    PC2 > -0.3769539
    PC3 > 0.1612521
    PC21 > 1.779981
    ->  class 2  [0.972]

Default class: 1

-----  Trial 2:  -----

Rules:

Rule 2/1: (3466.4, lift 5.5)
    PC2 > 2.301497
    PC3 <= 1.640775
    ->  class 0  [1.000]

Rule 2/2: (1749.6, lift 3.1)
    PC3 > 1.640775
    ->  class 1  [0.999]

Rule 2/3: (400.2, lift 3.1)
    PC1 > 14.68747
    ->  class 1  [0.998]

Rule 2/4: (1927.2/27.2, lift 3.0)
    PC1 > -0.5890457
    PC2 <= 2.301497
    PC8 > -3.944103
    PC18 <= 0.07304633
    PC56 <= 1.120596
    ->  class 1  [0.985]

Rule 2/5: (94.5/0.6, lift 3.0)
    PC1 > -0.5890457
    PC6 > 1.191639
    PC56 > 1.120596
    ->  class 1  [0.984]

Rule 2/6: (5939.4/1339.5, lift 2.4)
    PC1 > -0.5890457
    PC2 <= 2.301497
    PC8 > -1.301106
    PC18 <= 0.3604179
    PC56 <= 1.120596
    ->  class 1  [0.774]

Rule 2/7: (6070.5, lift 2.0)
    PC1 <= -0.5890457
    PC2 <= 2.301497
    ->  class 2  [1.000]

Rule 2/8: (1975.7/4.5, lift 2.0)
    PC1 <= 14.68747
    PC2 <= 2.301497
    PC6 <= 1.191639
    PC56 > 1.120596
    ->  class 2  [0.997]

Rule 2/9: (1148.8/5.1, lift 2.0)
    PC2 <= 2.301497
    PC8 <= -3.944103
    PC56 <= 1.120596
    ->  class 2  [0.995]

Rule 2/10: (1491.6/7.9, lift 2.0)
    PC3 <= 0.4954133
    PC8 > 0.7829622
    PC18 > 0.07304633
    ->  class 2  [0.994]

Rule 2/11: (1547.3/15.3, lift 2.0)
    PC2 <= 2.301497
    PC18 > 0.3604179
    ->  class 2  [0.989]

Rule 2/12: (1349.7/27.2, lift 2.0)
    PC2 <= 2.301497
    PC8 <= -1.301106
    PC18 > 0.07304633
    PC56 <= 1.120596
    ->  class 2  [0.979]

Default class: 2

-----  Trial 3:  -----

Rules:

Rule 3/1: (2720.6, lift 6.9)
    PC2 > 2.231518
    PC3 <= 1.640775
    ->  class 0  [1.000]

Rule 3/2: (834.4, lift 3.1)
    PC2 > -0.002573538
    PC2 <= 2.231518
    PC3 > 0.5294847
    ->  class 1  [0.999]

Rule 3/3: (1356.9, lift 3.1)
    PC2 <= 2.231518
    PC3 > 0.7643508
    ->  class 1  [0.999]

Rule 3/4: (1401.4, lift 3.1)
    PC3 > 1.640775
    ->  class 1  [0.999]

Rule 3/5: (620.7, lift 3.1)
    PC1 > 9.174034
    PC20 > -0.1346197
    ->  class 1  [0.998]

Rule 3/6: (380.1, lift 3.1)
    PC1 > -0.5890457
    PC2 > -2.771465
    PC2 <= 2.231518
    PC18 <= 0.1487848
    PC20 > -0.1346197
    PC20 <= 0.2005897
    ->  class 1  [0.997]

Rule 3/7: (1297.2/32.4, lift 3.0)
    PC1 > -0.5890457
    PC2 <= 2.231518
    PC20 > 0.2005897
    ->  class 1  [0.974]

Rule 3/8: (693.8/22.5, lift 3.0)
    PC1 > 13.53938
    ->  class 1  [0.966]

Rule 3/9: (2060.6, lift 1.9)
    PC1 <= 9.174034
    PC2 <= -0.002573538
    PC3 <= 0.7643508
    PC18 > 0.1487848
    PC20 <= 0.2005897
    ->  class 2  [1.000]

Rule 3/10: (5097.1/0.9, lift 1.9)
    PC1 <= 9.174034
    PC2 <= -2.771465
    ->  class 2  [1.000]

Rule 3/11: (4661.6, lift 1.9)
    PC1 <= -0.5890457
    PC2 <= 2.231518
    ->  class 2  [1.000]

Rule 3/12: (4581.8/119.6, lift 1.8)
    PC1 <= 13.53938
    PC2 <= 2.231518
    PC3 <= 0.7643508
    PC20 <= -0.1346197
    ->  class 2  [0.974]

Rule 3/13: (11234.9/2491.9, lift 1.5)
    PC1 <= 9.174034
    PC2 <= 2.231518
    PC3 <= 0.5294847
    PC20 <= 0.2005897
    ->  class 2  [0.778]

Default class: 2

-----  Trial 4:  -----

Rules:

Rule 4/1: (2136.9, lift 8.4)
    PC2 > 2.231518
    PC3 <= 1.640775
    ->  class 0  [1.000]

Rule 4/2: (1093.1, lift 2.2)
    PC1 > -0.3832309
    PC2 <= 2.231518
    PC3 > 0.68698
    ->  class 1  [0.999]

Rule 4/3: (1225.6, lift 2.2)
    PC1 > 5.464444
    PC6 > -1.32045
    PC8 > -5.473749
    ->  class 1  [0.999]

Rule 4/4: (1100.7, lift 2.2)
    PC3 > 1.640775
    ->  class 1  [0.999]

Rule 4/5: (457.7/0.7, lift 2.2)
    PC1 > -0.3832309
    PC6 <= -1.32045
    PC56 <= 0.03064618
    ->  class 1  [0.996]

Rule 4/6: (100.4, lift 2.2)
    PC2 <= 2.231518
    PC3 <= -6.109262
    ->  class 1  [0.990]

Rule 4/7: (549.3/36.3, lift 2.1)
    PC1 > -0.3832309
    PC6 <= -1.32045
    PC18 > 0.2271781
    ->  class 1  [0.932]

Rule 4/8: (285.9/19, lift 2.1)
    PC1 > -0.3832309
    PC6 <= -1.32045
    PC8 > -5.473749
    PC8 <= -2.355835
    ->  class 1  [0.930]

Rule 4/9: (8503.1/2013.3, lift 1.7)
    PC1 > -0.3832309
    PC2 > -0.9983891
    PC2 <= 2.231518
    PC18 <= 0.2485706
    ->  class 1  [0.763]

Rule 4/10: (1130.4, lift 2.3)
    PC1 <= 5.464444
    PC2 <= 2.231518
    PC3 <= 0.68698
    PC20 <= -0.3100374
    ->  class 2  [0.999]

Rule 4/11: (664.3, lift 2.3)
    PC8 <= -5.473749
    ->  class 2  [0.998]

Rule 4/12: (155.1/0.3, lift 2.3)
    PC1 > -0.3832309
    PC1 <= 5.464444
    PC2 <= 2.231518
    PC3 <= 0.68698
    PC18 > 0.2485706
    ->  class 2  [0.991]

Rule 4/13: (1801.6/14.7, lift 2.3)
    PC2 <= 2.231518
    PC3 > -6.109262
    PC6 <= -1.32045
    PC8 > -2.355835
    PC18 <= 0.2271781
    PC56 > 0.03064618
    ->  class 2  [0.991]

Rule 4/14: (4969.5/58.1, lift 2.3)
    PC1 <= 5.464444
    PC2 <= -0.9983891
    ->  class 2  [0.988]

Rule 4/15: (4210.9/91.1, lift 2.2)
    PC1 <= -0.3832309
    PC2 <= 2.231518
    ->  class 2  [0.978]

Default class: 1

-----  Trial 5:  -----

Rules:

Rule 5/1: (1756.8, lift 9.8)
    PC2 > 2.231518
    PC3 <= 1.640775
    ->  class 0  [0.999]

Rule 5/2: (859.3, lift 2.2)
    PC3 > 1.640775
    ->  class 1  [0.999]

Rule 5/3: (14792.7/6455.3, lift 1.3)
    PC1 > -0.5890457
    PC2 <= 2.231518
    ->  class 1  [0.564]

Rule 5/4: (2079.7, lift 2.2)
    PC1 <= 14.58976
    PC2 <= -4.597395
    ->  class 2  [1.000]

Rule 5/5: (2858.3, lift 2.2)
    PC1 <= -0.5890457
    PC2 <= 2.231518
    ->  class 2  [1.000]

Rule 5/6: (851.8, lift 2.2)
    PC1 <= 14.58976
    PC2 <= 2.231518
    PC3 <= 0.7643508
    PC18 > 0.3226619
    ->  class 2  [0.999]

Rule 5/7: (1190.8/0.8, lift 2.2)
    PC1 <= 14.58976
    PC2 <= 2.231518
    PC5 <= 2.354446
    PC44 > 1.339866
    ->  class 2  [0.998]

Rule 5/8: (541.7, lift 2.2)
    PC2 > -0.9382412
    PC2 <= 2.231518
    PC3 <= 0.4954133
    PC20 <= 0.1636501
    PC45 <= 0.1694144
    ->  class 2  [0.998]

Rule 5/9: (518.6, lift 2.2)
    PC8 <= -5.473749
    ->  class 2  [0.998]

Rule 5/10: (4524.7/46.4, lift 2.2)
    PC1 <= 14.58976
    PC2 <= -0.9382412
    PC3 <= 0.7643508
    PC4 <= 0.5436032
    PC5 <= 2.354446
    ->  class 2  [0.990]

Default class: 2

-----  Trial 6:  -----

Rules:

Rule 6/1: (1419.2, lift 11.5)
    PC2 > 2.231518
    PC3 <= 1.640775
    ->  class 0  [0.999]

Rule 6/2: (924.4, lift 2.3)
    PC1 > -0.589163
    PC2 <= 2.231518
    PC3 > 0.4783273
    PC18 <= 0.1852106
    ->  class 1  [0.999]

Rule 6/3: (672.1, lift 2.3)
    PC2 <= 2.231518
    PC3 > 0.7643508
    ->  class 1  [0.999]

Rule 6/4: (694.1, lift 2.3)
    PC3 > 1.640775
    ->  class 1  [0.999]

Rule 6/5: (905.2/0.4, lift 2.3)
    PC1 > -0.589163
    PC6 > 0.6679029
    PC20 > 0.1626832
    PC56 <= 0.325107
    ->  class 1  [0.998]

Rule 6/6: (2038/11.6, lift 2.3)
    PC1 > 3.328341
    PC6 > 0.6679029
    ->  class 1  [0.994]

Rule 6/7: (2879.3/22.3, lift 2.3)
    PC1 > 9.336863
    PC56 <= 2.200439
    ->  class 1  [0.992]

Rule 6/8: (72.6, lift 2.3)
    PC1 > -0.589163
    PC1 <= -0.5865937
    PC2 <= 2.231518
    ->  class 1  [0.987]

Rule 6/9: (3469.2/0.2, lift 2.1)
    PC1 <= 9.336863
    PC2 <= 2.231518
    PC3 <= 0.7031291
    PC6 <= 0.6679029
    ->  class 2  [1.000]

Rule 6/10: (643.7/37.9, lift 1.9)
    PC2 <= 2.231518
    PC56 > 2.200439
    ->  class 2  [0.940]

Rule 6/11: (12504.9/3853.9, lift 1.4)
    PC1 <= 3.328341
    PC2 <= 2.231518
    PC3 <= 0.7643508
    ->  class 2  [0.692]

Default class: 2

-----  Trial 7:  -----

Rules:

Rule 7/1: (760.6/124.5, lift 11.2)
    PC4 <= -1.778013
    ->  class 0  [0.835]

Rule 7/2: (2646, lift 1.9)
    PC1 > 8.888579
    PC2 > -7.918452
    PC8 > -5.109612
    PC44 <= 3.051546
    ->  class 1  [1.000]

Rule 7/3: (1999.6/1.6, lift 1.9)
    PC1 > 0.7245411
    PC18 <= -0.2678238
    ->  class 1  [0.999]

Rule 7/4: (1300.7/114.6, lift 1.7)
    PC3 > -0.3938558
    PC4 > -1.778013
    PC8 > -3.773524
    PC8 <= 1.664471
    PC18 > -0.2678238
    PC44 <= 3.051546
    PC45 <= 0.04483392
    ->  class 1  [0.911]

Rule 7/5: (14174.9/4850.2, lift 1.3)
    PC1 > -0.221529
    PC4 > -1.778013
    PC8 > -3.773524
    PC8 <= 1.664471
    PC44 <= 3.051546
    ->  class 1  [0.658]

Rule 7/6: (1075/4.7, lift 2.5)
    PC1 <= 8.888579
    PC4 > -1.778013
    PC8 <= -3.773524
    ->  class 2  [0.995]

Rule 7/7: (132.1, lift 2.5)
    PC2 <= -7.918452
    ->  class 2  [0.993]

Rule 7/8: (774.1/11.7, lift 2.4)
    PC8 <= -5.109612
    ->  class 2  [0.984]

Rule 7/9: (256.6/5.4, lift 2.4)
    PC4 > -1.778013
    PC18 > -0.2678238
    PC44 > 3.051546
    ->  class 2  [0.975]

Rule 7/10: (2290.4/238.4, lift 2.2)
    PC1 <= 8.888579
    PC3 <= -0.3938558
    PC4 > -1.778013
    PC18 > -0.2678238
    ->  class 2  [0.896]

Rule 7/11: (12717.5/6293.5, lift 1.3)
    PC1 <= 0.7245411
    PC4 > -1.778013
    ->  class 2  [0.505]

Default class: 1

-----  Trial 8:  -----

Rules:

Rule 8/1: (2111.1/18.7, lift 6.4)
    PC4 > 2.35432
    ->  class 0  [0.991]

Rule 8/2: (741.3, lift 2.2)
    PC3 > 0.5677963
    PC4 <= 2.35432
    PC18 <= 0.3185216
    PC20 <= -0.04921923
    ->  class 1  [0.999]

Rule 8/3: (1956.9, lift 2.2)
    PC1 > -0.1050464
    PC3 > 0.3115553
    ->  class 1  [0.999]

Rule 8/4: (17825.9/8683, lift 1.1)
    PC4 <= 2.35432
    ->  class 1  [0.513]

Rule 8/5: (2055.4/0.7, lift 2.6)
    PC1 <= 11.27169
    PC2 <= -3.135646
    ->  class 2  [0.999]

Rule 8/6: (438.9/15.3, lift 2.5)
    PC2 <= 1.018238
    PC20 <= -0.7367095
    ->  class 2  [0.963]

Rule 8/7: (11251.9/4675, lift 1.5)
    PC1 <= 1.487879
    PC2 <= 1.018238
    ->  class 2  [0.585]

Default class: 1

-----  Trial 9:  -----

Rules:

Rule 9/1: (4815.5, lift 3.9)
    PC2 > 2.231518
    PC3 <= 1.640775
    ->  class 0  [1.000]

Rule 9/2: (812.2, lift 2.4)
    PC3 > 1.640775
    ->  class 1  [0.999]

Rule 9/3: (14485.6/6787.8, lift 1.3)
    PC2 <= 2.231518
    ->  class 1  [0.531]

Rule 9/4: (1551.1, lift 3.1)
    PC1 <= -0.5890457
    PC2 <= 2.231518
    ->  class 2  [0.999]

Rule 9/5: (1343.9/0.2, lift 3.1)
    PC1 <= 0.7682185
    PC2 <= -0.5562518
    PC45 > -0.05846542
    ->  class 2  [0.999]

Rule 9/6: (1717.9, lift 3.1)
    PC1 <= 7.579506
    PC2 <= -2.807775
    ->  class 2  [0.999]

Rule 9/7: (545.2/10.2, lift 3.0)
    PC8 <= -5.109612
    ->  class 2  [0.979]

Rule 9/8: (690.8/24.5, lift 3.0)
    PC1 <= 7.579506
    PC2 <= 2.231518
    PC8 > 1.907695
    PC20 > -0.9848288
    ->  class 2  [0.963]

Rule 9/9: (336.5/47.3, lift 2.7)
    PC2 <= 2.231518
    PC20 <= -0.9848288
    ->  class 2  [0.857]

Default class: 1

-----  Trial 10:  -----

Rules:

Rule 10/1: (3884.3, lift 4.7)
    PC2 > 2.231518
    PC3 <= 1.640775
    ->  class 0  [1.000]

Rule 10/2: (760.1, lift 2.7)
    PC3 > 0.5294847
    PC4 <= 0.3612687
    PC6 > 0.6544133
    PC18 <= 0.3181957
    ->  class 1  [0.999]

Rule 10/3: (1270.3, lift 2.7)
    PC1 > 3.464844
    PC6 > 0.6544133
    PC20 > -0.1879251
    ->  class 1  [0.999]

Rule 10/4: (655.2, lift 2.7)
    PC3 > 1.640775
    ->  class 1  [0.998]

Rule 10/5: (1074/5, lift 2.7)
    PC2 <= 2.231518
    PC3 > 0.7072012
    ->  class 1  [0.994]

Rule 10/6: (1273/20.7, lift 2.6)
    PC2 <= 2.231518
    PC3 <= 0.7072012
    PC4 > 0.3612687
    PC18 <= 0.3181957
    PC20 > -0.1879251
    ->  class 1  [0.983]

Rule 10/7: (1758.3/248.3, lift 2.3)
    PC1 > 9.38352
    ->  class 1  [0.858]

Rule 10/8: (1948.3, lift 2.4)
    PC1 <= 9.38352
    PC2 <= 2.231518
    PC3 <= 0.7072012
    PC4 <= 0.3612687
    PC6 <= 0.6544133
    ->  class 2  [0.999]

Rule 10/9: (1684.7/2.8, lift 2.4)
    PC1 <= 9.38352
    PC2 <= 2.231518
    PC3 <= 0.7072012
    PC20 <= -0.1879251
    ->  class 2  [0.998]

Rule 10/10: (908.4/23.2, lift 2.4)
    PC2 <= 2.231518
    PC3 <= 0.7072012
    PC18 > 0.3181957
    ->  class 2  [0.973]

Rule 10/11: (10383.1/3466.6, lift 1.6)
    PC1 <= 3.464844
    PC2 <= 2.231518
    PC3 <= 0.5294847
    PC4 <= 0.3612687
    ->  class 2  [0.666]

Default class: 2

-----  Trial 11:  -----

Rules:

Rule 11/1: (3139.2, lift 5.6)
    PC2 > 2.231518
    PC3 <= 1.640775
    ->  class 0  [1.000]

Rule 11/2: (1812.4, lift 2.2)
    PC1 > -0.1781929
    PC2 <= 2.231518
    PC3 > 0.3016738
    PC8 <= 0.6481106
    ->  class 1  [0.999]

Rule 11/3: (1483.7/0.4, lift 2.2)
    PC1 > 3.72212
    PC56 <= 0.4155779
    ->  class 1  [0.999]

Rule 11/4: (1235.6, lift 2.2)
    PC1 > 14.58986
    ->  class 1  [0.999]

Rule 11/5: (529.5, lift 2.2)
    PC3 > 1.640775
    ->  class 1  [0.998]

Rule 11/6: (2680.6/12.1, lift 2.2)
    PC1 > -0.3140869
    PC2 <= 2.231518
    PC20 > 0.2371164
    ->  class 1  [0.995]

Rule 11/7: (223.8/0.6, lift 2.2)
    PC2 <= 2.231518
    PC8 <= 0.6481106
    PC45 <= -0.5027864
    PC56 > 0.4155779
    ->  class 1  [0.993]

Rule 11/8: (651.5/34.3, lift 2.1)
    PC2 <= 2.231518
    PC8 <= 0.6481106
    PC18 <= -0.2521837
    PC45 > -0.5027864
    PC56 > 0.4155779
    ->  class 1  [0.946]

Rule 11/9: (11240.5/4527.9, lift 1.3)
    PC1 > -0.589163
    PC3 > 0.3016738
    ->  class 1  [0.597]

Rule 11/10: (985.1, lift 2.7)
    PC1 <= -0.1781929
    PC2 <= 0.0661946
    PC45 > -0.00892347
    ->  class 2  [0.999]

Rule 11/11: (1584.2, lift 2.7)
    PC1 <= 3.72212
    PC2 <= 2.231518
    PC3 <= 0.3016738
    PC20 <= 0.2371164
    ->  class 2  [0.999]

Rule 11/12: (1232.9, lift 2.7)
    PC1 <= -0.589163
    PC2 <= 2.231518
    ->  class 2  [0.999]

Rule 11/13: (286.9, lift 2.7)
    PC1 <= -0.3140869
    PC2 <= 2.231518
    PC20 > 0.2371164
    ->  class 2  [0.997]

Rule 11/14: (1131.3/58.6, lift 2.6)
    PC1 <= 14.58986
    PC2 <= 2.231518
    PC8 > 0.6481106
    PC20 <= 0.2371164
    ->  class 2  [0.947]

Rule 11/15: (1993.6/127.6, lift 2.5)
    PC1 <= 14.58986
    PC2 <= 2.231518
    PC18 > -0.2521837
    PC20 <= 0.2371164
    PC45 > -0.5027864
    PC56 > 0.4155779
    ->  class 2  [0.936]

Default class: 1

-----  Trial 12:  -----

Rules:

Rule 12/1: (2558.2, lift 6.7)
    PC2 > 2.231518
    PC3 <= 1.640775
    ->  class 0  [1.000]

Rule 12/2: (1952.8, lift 2.2)
    PC1 > 2.314181
    PC3 > 0.09497605
    ->  class 1  [0.999]

Rule 12/3: (1657.7, lift 2.2)
    PC3 > 1.640775
    ->  class 1  [0.999]

Rule 12/4: (1798.4/11, lift 2.2)
    PC2 > -0.03789113
    PC6 > 0.6544133
    PC18 <= 0.3222497
    PC20 > -0.1185965
    ->  class 1  [0.993]

Rule 12/5: (17040.9/8378.2, lift 1.1)
    PC2 <= 2.231518
    ->  class 1  [0.508]

Rule 12/6: (1654.2/0.6, lift 2.5)
    PC1 <= 2.314181
    PC2 <= -0.03789113
    PC3 <= 0.7945246
    PC18 > -0.2831017
    ->  class 2  [0.999]

Rule 12/7: (987.7, lift 2.5)
    PC1 <= 14.58976
    PC2 <= -4.597395
    ->  class 2  [0.999]

Rule 12/8: (1582.2, lift 2.5)
    PC1 <= 8.705422
    PC2 <= 2.231518
    PC3 <= 0.7945246
    PC6 <= 0.6544133
    ->  class 2  [0.999]

Rule 12/9: (580.5, lift 2.5)
    PC1 <= 14.58976
    PC2 <= 2.231518
    PC3 <= 0.7945246
    PC18 > 0.3222497
    ->  class 2  [0.998]

Rule 12/10: (1524.3/26.5, lift 2.5)
    PC1 <= 5.089602
    PC2 <= 2.231518
    PC3 <= 0.09497605
    PC18 > -0.2831017
    ->  class 2  [0.982]

Rule 12/11: (9652.6/3530.8, lift 1.6)
    PC1 <= 8.705422
    PC2 <= 2.231518
    PC3 <= 0.7945246
    PC20 <= -0.1185965
    ->  class 2  [0.634]

Default class: 1

-----  Trial 13:  -----

Rules:

Rule 13/1: (2056.9, lift 7.8)
    PC2 > 2.231518
    PC3 <= 1.640775
    ->  class 0  [1.000]

Rule 13/2: (1217.3/0.1, lift 1.9)
    PC1 > -0.4339886
    PC2 <= 2.231518
    PC8 <= 1.401889
    PC44 <= 3.051546
    PC56 <= -0.2653593
    ->  class 1  [0.999]

Rule 13/3: (867.8, lift 1.9)
    PC1 > 8.705422
    PC2 > -4.403933
    ->  class 1  [0.999]

Rule 13/4: (1718.2, lift 1.9)
    PC1 > -0.3830975
    PC2 > -4.403933
    PC2 <= 2.231518
    PC8 <= 1.401889
    PC20 > 0.2231793
    ->  class 1  [0.999]

Rule 13/5: (927.1, lift 1.9)
    PC1 > 13.5602
    PC44 <= 3.051546
    ->  class 1  [0.999]

Rule 13/6: (1332.9, lift 1.9)
    PC3 > 1.640775
    ->  class 1  [0.999]

Rule 13/7: (2108.3/16.3, lift 1.9)
    PC2 <= 2.231518
    PC3 > 0.7031291
    ->  class 1  [0.992]

Rule 13/8: (13034.4/4456.5, lift 1.2)
    PC1 > -0.4339886
    PC3 > 0.09497605
    PC18 <= 0.2516281
    ->  class 1  [0.658]

Rule 13/9: (947.7, lift 2.9)
    PC1 <= 13.5602
    PC2 <= -4.403933
    ->  class 2  [0.999]

Rule 13/10: (496.4, lift 2.9)
    PC1 > -0.4339886
    PC1 <= 13.5602
    PC2 <= 2.231518
    PC3 <= 0.7031291
    PC18 > 0.2516281
    PC20 <= 0.2231793
    ->  class 2  [0.998]

Rule 13/11: (306, lift 2.9)
    PC2 <= 2.231518
    PC3 <= 0.7031291
    PC44 > 3.051546
    ->  class 2  [0.997]

Rule 13/12: (1104.8/3, lift 2.9)
    PC1 <= 8.705422
    PC2 <= 2.231518
    PC3 <= 0.09497605
    PC20 <= 0.2231793
    PC56 > -0.2653593
    ->  class 2  [0.996]

Rule 13/13: (996.7/17.2, lift 2.9)
    PC1 <= -0.4339886
    PC2 <= 2.231518
    ->  class 2  [0.982]

Rule 13/14: (996/20.5, lift 2.9)
    PC3 <= 0.7031291
    PC8 > 1.401889
    ->  class 2  [0.978]

Default class: 1

-----  Trial 14:  -----

Rules:

Rule 14/1: (1686.7, lift 9.0)
    PC2 > 2.231518
    PC3 <= 1.640775
    ->  class 0  [0.999]

Rule 14/2: (1510.2, lift 2.2)
    PC2 > 0.02475915
    PC2 <= 2.231518
    PC3 > 0.5294847
    ->  class 1  [0.999]

Rule 14/3: (1261.6, lift 2.2)
    PC1 > 7.908595
    PC8 > -5.539928
    PC56 <= 1.733763
    ->  class 1  [0.999]

Rule 14/4: (1093, lift 2.2)
    PC3 > 1.640775
    ->  class 1  [0.999]

Rule 14/5: (842.6/8, lift 2.2)
    PC2 <= 2.231518
    PC4 <= -0.4097781
    PC20 <= 0.158277
    ->  class 1  [0.989]

Rule 14/6: (973.7/13.4, lift 2.2)
    PC5 <= -5.233884
    ->  class 1  [0.985]

Rule 14/7: (2302.1/56.9, lift 2.1)
    PC1 > -0.3140869
    PC2 <= 2.231518
    PC20 > 0.158277
    ->  class 1  [0.975]

Rule 14/8: (1068.5/94.8, lift 2.0)
    PC2 <= 2.231518
    PC4 > -0.4097781
    PC8 > -5.539928
    PC8 <= 1.152051
    PC56 <= -0.2688269
    ->  class 1  [0.911]

Rule 14/9: (442.4, lift 2.3)
    PC8 <= -5.539928
    ->  class 2  [0.998]

Rule 14/10: (437.4/0.5, lift 2.3)
    PC2 <= 2.231518
    PC4 > -0.4097781
    PC56 > 1.733763
    ->  class 2  [0.997]

Rule 14/11: (216.2, lift 2.3)
    PC1 <= -0.3140869
    PC2 <= 2.231518
    PC20 > 0.158277
    ->  class 2  [0.995]

Rule 14/12: (1314.2/35.6, lift 2.2)
    PC1 <= 7.908595
    PC2 <= 0.02475915
    PC4 > -0.4097781
    PC5 > -5.233884
    PC20 <= 0.158277
    PC56 > -0.2688269
    ->  class 2  [0.972]

Rule 14/13: (12434.8/4690.9, lift 1.4)
    PC1 <= 7.908595
    PC2 <= 2.231518
    PC3 <= 0.5294847
    PC4 > -0.4097781
    PC5 > -5.233884
    PC20 <= 0.158277
    ->  class 2  [0.623]

Default class: 1

-----  Trial 15:  -----

Rules:

Rule 15/1: (1396.4, lift 10.3)
    PC2 > 2.231518
    PC3 <= 1.640775
    ->  class 0  [0.999]

Rule 15/2: (738.1, lift 2.4)
    PC1 > 11.27169
    PC56 <= 1.749539
    ->  class 1  [0.999]

Rule 15/3: (904.9, lift 2.4)
    PC3 > 1.640775
    ->  class 1  [0.999]

Rule 15/4: (406.2, lift 2.4)
    PC1 > -0.5890457
    PC2 <= 2.231518
    PC8 > -4.634348
    PC8 <= 1.269429
    PC20 > -0.1355552
    PC21 > 1.048507
    ->  class 1  [0.998]

Rule 15/5: (1552/1.8, lift 2.4)
    PC1 > -0.4339886
    PC2 <= 2.231518
    PC3 > 0.6007609
    ->  class 1  [0.998]

Rule 15/6: (570.6, lift 2.4)
    PC1 > 14.58986
    ->  class 1  [0.998]

Rule 15/7: (504.4/0.6, lift 2.4)
    PC1 > -0.5890457
    PC2 <= 2.231518
    PC21 <= -0.9621639
    ->  class 1  [0.997]

Rule 15/8: (947.5/3.9, lift 2.4)
    PC1 > -0.5890457
    PC2 <= 2.231518
    PC8 > -4.634348
    PC56 <= -0.2672876
    ->  class 1  [0.995]

Rule 15/9: (1899.7/40.9, lift 2.3)
    PC1 > -0.5890457
    PC2 <= 2.231518
    PC8 > -4.533449
    PC20 > 0.157818
    ->  class 1  [0.978]

Rule 15/10: (174.9, lift 2.0)
    PC1 > -0.5860904
    PC1 <= -0.4339886
    PC2 <= 2.231518
    ->  class 2  [0.994]

Rule 15/11: (18356.1/8682.5, lift 1.1)
    PC2 <= 2.231518
    ->  class 2  [0.527]

Default class: 2

-----  Trial 16:  -----

Rules:

Rule 16/1: (1307.2/152.5, lift 10.1)
    PC2 > 2.231518
    ->  class 0  [0.883]

Rule 16/2: (14648.7/5151.8, lift 1.3)
    PC1 > -0.2067926
    PC2 > -6.746427
    PC8 > -4.834902
    PC44 <= 3.051546
    ->  class 1  [0.648]

Rule 16/3: (2749.3, lift 2.3)
    PC1 <= 7.923121
    PC2 <= 2.231518
    PC3 <= 0.4917827
    PC6 <= 0.6231673
    ->  class 2  [1.000]

Rule 16/4: (1446.1, lift 2.3)
    PC1 <= 7.923121
    PC2 <= 2.231518
    PC3 <= 0.4917827
    PC20 <= -0.1307491
    ->  class 2  [0.999]

Rule 16/5: (906.3/0.1, lift 2.3)
    PC2 <= 2.231518
    PC3 <= 0.4917827
    PC8 > 0.5326868
    PC20 <= 0.2005897
    ->  class 2  [0.999]

Rule 16/6: (754.9/1.9, lift 2.3)
    PC2 <= -6.746427
    ->  class 2  [0.996]

Rule 16/7: (216.1, lift 2.3)
    PC2 <= 2.231518
    PC3 <= 0.4917827
    PC44 > 3.051546
    ->  class 2  [0.995]

Rule 16/8: (635.1/22.1, lift 2.3)
    PC2 <= 2.231518
    PC8 <= -4.834902
    ->  class 2  [0.964]

Rule 16/9: (3282.9/134.9, lift 2.2)
    PC1 <= -0.2067926
    PC2 <= 2.231518
    ->  class 2  [0.959]

Default class: 1

-----  Trial 17:  -----

Rules:

Rule 17/1: (1057.3/119.2, lift 11.4)
    PC1 <= -0.2957253
    PC2 > 0.02603757
    PC3 <= 0.7906606
    ->  class 0  [0.887]

Rule 17/2: (1617.7, lift 1.9)
    PC1 > -0.2957253
    PC4 > 0.5474439
    PC56 <= 1.392461
    ->  class 1  [0.999]

Rule 17/3: (3382.1/3.1, lift 1.9)
    PC3 > 0.7906606
    ->  class 1  [0.999]

Rule 17/4: (413.7, lift 1.9)
    PC1 > 14.58986
    ->  class 1  [0.998]

Rule 17/5: (1141.9/7.5, lift 1.9)
    PC1 > 5.476651
    PC2 > -7.170729
    PC56 <= 1.392461
    ->  class 1  [0.993]

Rule 17/6: (1870.4/15.8, lift 1.9)
    PC1 > -0.2957253
    PC20 > 0.287138
    ->  class 1  [0.991]

Rule 17/7: (14390.8/5010, lift 1.2)
    PC1 > -0.2957253
    PC3 > -0.003932531
    ->  class 1  [0.652]

Rule 17/8: (2395, lift 2.5)
    PC1 <= -0.2957253
    PC2 <= 0.02603757
    PC3 <= 0.7906606
    ->  class 2  [1.000]

Rule 17/9: (665.4, lift 2.5)
    PC1 <= 5.476651
    PC3 <= 0.7906606
    PC8 <= -4.175976
    ->  class 2  [0.999]

Rule 17/10: (543, lift 2.5)
    PC2 <= -7.170729
    ->  class 2  [0.998]

Rule 17/11: (629.7/1.3, lift 2.5)
    PC1 > -0.2957253
    PC1 <= 5.476651
    PC3 <= -0.003932531
    PC4 <= 0.5474439
    PC20 <= 0.287138
    ->  class 2  [0.996]

Rule 17/12: (281.2/1.6, lift 2.5)
    PC1 > -0.2957253
    PC1 <= 14.58986
    PC3 <= 0.7906606
    PC20 <= 0.287138
    PC56 > 1.392461
    ->  class 2  [0.991]

Rule 17/13: (761/6.5, lift 2.5)
    PC3 <= 0.7906606
    PC8 > 0.6448444
    PC20 <= 0.287138
    ->  class 2  [0.990]

Default class: 1

-----  Trial 18:  -----

Rules:

Rule 18/1: (1040.1, lift 9.1)
    PC2 > 1.612746
    PC3 <= 0.4947133
    ->  class 0  [0.999]

Rule 18/2: (297.9/1.4, lift 9.0)
    PC4 > 3.10376
    PC20 > -1.548365
    ->  class 0  [0.992]

Rule 18/3: (743.2/34.6, lift 8.7)
    PC20 <= -1.548365
    ->  class 0  [0.952]

Rule 18/4: (1481.7, lift 2.2)
    PC1 > -0.2067926
    PC4 > 0.3202892
    PC20 > -0.1307491
    ->  class 1  [0.999]

Rule 18/5: (415.2, lift 2.2)
    PC1 > 9.38352
    PC2 > -4.597395
    ->  class 1  [0.998]

Rule 18/6: (343.5, lift 2.2)
    PC1 > 14.58986
    ->  class 1  [0.997]

Rule 18/7: (654.2/16.9, lift 2.2)
    PC1 > -0.2067926
    PC3 <= 0.4947133
    PC20 > 0.2192266
    ->  class 1  [0.973]

Rule 18/8: (3525.8/139.8, lift 2.1)
    PC2 > -0.3819939
    PC3 > 0.4947133
    PC4 <= 3.10376
    PC20 > -1.548365
    ->  class 1  [0.960]

Rule 18/9: (2029.1, lift 2.3)
    PC1 <= -0.2067926
    PC2 <= 1.612746
    PC3 <= 0.4947133
    ->  class 2  [1.000]

Rule 18/10: (4289.5/1002.8, lift 1.7)
    PC2 <= -0.3819939
    ->  class 2  [0.766]

Rule 18/11: (13009.9/4947.6, lift 1.4)
    PC1 <= 9.38352
    PC3 <= 0.4947133
    PC4 <= 0.3202892
    PC20 > -1.548365
    PC20 <= 0.2192266
    ->  class 2  [0.620]

Default class: 1

-----  Trial 19:  -----

Rules:

Rule 19/1: (779.3/0.2, lift 9.9)
    PC3 <= 0.7695976
    PC4 <= -0.8398229
    ->  class 0  [0.999]

Rule 19/2: (539.8/15, lift 9.6)
    PC4 > 3.344411
    ->  class 0  [0.970]

Rule 19/3: (681/20.9, lift 9.6)
    PC4 <= -3.737725
    ->  class 0  [0.968]

Rule 19/4: (1717.7, lift 1.9)
    PC1 > -0.589825
    PC5 <= -5.238693
    ->  class 1  [0.999]

Rule 19/5: (284.2, lift 1.9)
    PC1 > 14.75054
    ->  class 1  [0.997]

Rule 19/6: (1849.5/4, lift 1.9)
    PC1 > -0.589825
    PC5 > 2.679153
    PC8 > -4.834902
    ->  class 1  [0.997]

Rule 19/7: (19256/8766.4, lift 1.0)
    PC4 > -3.737725
    ->  class 1  [0.545]

Rule 19/8: (317.8, lift 2.7)
    PC1 > -0.589825
    PC1 <= 14.75054
    PC3 <= 0.7695976
    PC4 > -3.737725
    PC4 <= 3.344411
    PC5 <= 2.679153
    PC44 > 1.329403
    ->  class 2  [0.997]

Rule 19/9: (252.6/0.8, lift 2.7)
    PC1 <= -0.2163631
    PC3 <= 0.7695976
    PC4 > -0.2356297
    PC4 <= 3.344411
    PC20 > -0.2525934
    PC44 <= 1.329403
    PC45 > -0.05867752
    PC56 > -0.2703735
    ->  class 2  [0.993]

Rule 19/10: (494.8/2.6, lift 2.7)
    PC3 <= 0.7695976
    PC5 > -5.238693
    PC5 <= 2.679153
    PC8 > 1.618825
    ->  class 2  [0.993]

Rule 19/11: (222.6/0.5, lift 2.7)
    PC1 > -0.589825
    PC3 <= 0.7695976
    PC4 > -0.8398229
    PC4 <= -0.2356297
    PC5 <= 2.679153
    PC8 <= 1.618825
    ->  class 2  [0.993]

Rule 19/12: (331.9/2.8, lift 2.7)
    PC1 > -0.589825
    PC1 <= 14.75054
    PC3 <= 0.7695976
    PC4 > -3.737725
    PC4 <= 3.344411
    PC18 <= 0.3226619
    PC20 <= -0.2525934
    PC45 > -0.05867752
    ->  class 2  [0.989]

Rule 19/13: (1460.5/18.5, lift 2.7)
    PC1 <= -0.589825
    PC4 > -0.8398229
    PC4 <= 3.344411
    ->  class 2  [0.987]

Rule 19/14: (639.8/17.9, lift 2.6)
    PC3 <= 0.7695976
    PC8 <= -4.834902
    ->  class 2  [0.971]

Rule 19/15: (196.4/9.1, lift 2.6)
    PC1 > -0.589825
    PC1 <= 14.75054
    PC3 <= 0.7695976
    PC4 > -0.2356297
    PC4 <= 3.344411
    PC18 > 0.3226619
    ->  class 2  [0.949]

Default class: 1

-----  Trial 20:  -----

Rules:

Rule 20/1: (2411.1, lift 5.7)
    PC2 > 1.783876
    PC3 <= 0.4947133
    ->  class 0  [1.000]

Rule 20/2: (1539.1, lift 5.7)
    PC2 > 1.009027
    PC3 <= 4.84012
    PC18 > 0.7350252
    ->  class 0  [0.999]

Rule 20/3: (361.7, lift 5.7)
    PC4 > 3.10376
    PC18 > -0.6560995
    ->  class 0  [0.997]

Rule 20/4: (1025.3/8.2, lift 5.6)
    PC3 <= 1.471241
    PC18 <= -0.6560995
    ->  class 0  [0.991]

Rule 20/5: (2994.4, lift 2.3)
    PC3 > 1.471241
    ->  class 1  [1.000]

Rule 20/6: (1298.7, lift 2.3)
    PC1 > -0.2067926
    PC3 > 0.09497605
    PC18 > -0.6560995
    PC20 > 0.139076
    ->  class 1  [0.999]

Rule 20/7: (1081.6, lift 2.2)
    PC1 > -0.2067926
    PC6 > 4.738519
    ->  class 1  [0.999]

Rule 20/8: (1190.9, lift 2.3)
    PC1 > -0.2067926
    PC18 > -0.6560995
    PC20 > 0.287138
    ->  class 1  [0.999]

Rule 20/9: (815/24.8, lift 2.2)
    PC1 > 5.880764
    PC2 > -4.403933
    ->  class 1  [0.968]

Rule 20/10: (294.6/8.5, lift 2.2)
    PC1 > 13.5602
    ->  class 1  [0.968]

Rule 20/11: (3519.8/111.9, lift 2.2)
    PC3 > 0.4947133
    PC4 <= 3.10376
    PC18 > -0.6560995
    PC18 <= 0.7350252
    ->  class 1  [0.968]

Rule 20/12: (1418.7, lift 2.6)
    PC1 <= -0.2067926
    PC2 <= 1.783876
    PC3 <= 0.4947133
    ->  class 2  [0.999]

Rule 20/13: (1082.5, lift 2.6)
    PC1 <= 13.5602
    PC2 <= -4.403933
    ->  class 2  [0.999]

Rule 20/14: (60.4, lift 2.6)
    PC2 <= 1.009027
    PC18 > 0.7350252
    ->  class 2  [0.984]

Rule 20/15: (11462.8/4527.9, lift 1.6)
    PC1 <= 5.880764
    PC2 <= 1.783876
    PC3 <= 0.4947133
    PC6 <= 4.738519
    PC20 <= 0.287138
    ->  class 2  [0.605]

Default class: 1

-----  Trial 21:  -----

Rules:

Rule 21/1: (2290.8/199.1, lift 6.0)
    PC1 <= -0.2067926
    PC2 > 0.02603757
    PC3 <= 0.8535662
    ->  class 0  [0.913]

Rule 21/2: (2943.8/148.4, lift 2.1)
    PC3 > 0.8535662
    ->  class 1  [0.949]

Rule 21/3: (14822.8/6247.4, lift 1.3)
    PC1 > -0.2067926
    ->  class 1  [0.579]

Rule 21/4: (2295.4, lift 2.5)
    PC1 <= -0.2067926
    PC2 <= 0.02603757
    PC3 <= 0.8535662
    ->  class 2  [1.000]

Rule 21/5: (653.1, lift 2.5)
    PC1 > -0.2067926
    PC1 <= 6.713067
    PC3 <= 0.4917827
    PC6 <= 0.6544133
    ->  class 2  [0.998]

Rule 21/6: (456.7, lift 2.5)
    PC1 <= 6.713067
    PC3 <= 0.8535662
    PC8 <= -4.120215
    ->  class 2  [0.998]

Rule 21/7: (568.4, lift 2.5)
    PC1 > -0.2067926
    PC1 <= 6.713067
    PC3 <= 0.4917827
    PC20 <= 0.139076
    PC44 > 0.06069905
    ->  class 2  [0.998]

Rule 21/8: (296.1, lift 2.5)
    PC8 <= -5.539928
    ->  class 2  [0.997]

Rule 21/9: (615.4/40.4, lift 2.4)
    PC1 > -0.2067926
    PC3 <= 0.8535662
    PC44 > 1.665709
    ->  class 2  [0.933]

Default class: 1

-----  Trial 22:  -----

Rules:

Rule 22/1: (2268.8, lift 6.7)
    PC2 > 2.231518
    PC3 <= 1.640775
    ->  class 0  [1.000]

Rule 22/2: (968.7, lift 2.4)
    PC1 > -0.2067926
    PC5 <= -3.872002
    PC44 <= 1.958047
    ->  class 1  [0.999]

Rule 22/3: (809.4, lift 2.4)
    PC1 > -0.2067926
    PC6 > 0.6544133
    PC8 > -5.120721
    PC20 > 0.139076
    ->  class 1  [0.999]

Rule 22/4: (1472, lift 2.4)
    PC1 > -0.2067926
    PC2 <= 2.231518
    PC3 > 0.4917827
    ->  class 1  [0.999]

Rule 22/5: (1244.9, lift 2.4)
    PC2 <= 2.231518
    PC3 > 0.7695976
    ->  class 1  [0.999]

Rule 22/6: (1945.9, lift 2.4)
    PC3 > 1.640775
    ->  class 1  [0.999]

Rule 22/7: (530.9, lift 2.4)
    PC1 > 3.377754
    PC6 > 0.6544133
    PC44 <= 0.06069905
    ->  class 1  [0.998]

Rule 22/8: (784.1/7.4, lift 2.3)
    PC1 > 6.82987
    PC8 > -5.120721
    PC44 <= 1.958047
    ->  class 1  [0.989]

Rule 22/9: (928.8/87.9, lift 2.1)
    PC2 <= 2.231518
    PC45 <= -0.4936924
    ->  class 1  [0.905]

Rule 22/10: (1164.5, lift 2.3)
    PC1 <= 6.82987
    PC2 <= 2.231518
    PC3 <= 0.4917827
    PC20 <= 0.139076
    PC44 > 0.06069905
    ->  class 2  [0.999]

Rule 22/11: (2650.4/185.5, lift 2.2)
    PC1 <= -0.2067926
    PC2 <= 2.231518
    PC3 <= 0.7695976
    ->  class 2  [0.930]

Rule 22/12: (16543.4/8005.6, lift 1.2)
    PC2 <= 2.231518
    ->  class 2  [0.516]

Default class: 2

-----  Trial 23:  -----

Rules:

Rule 23/1: (1927.5, lift 10.3)
    PC2 > 2.231518
    PC3 <= 1.640775
    ->  class 0  [0.999]

Rule 23/2: (862.8, lift 1.9)
    PC1 > 11.17529
    PC2 > -7.187222
    PC8 > -5.539928
    PC44 <= 3.051546
    ->  class 1  [0.999]

Rule 23/3: (1057.6, lift 1.9)
    PC2 <= 2.231518
    PC3 > 0.7695976
    ->  class 1  [0.999]

Rule 23/4: (1653.1, lift 1.9)
    PC3 > 1.640775
    ->  class 1  [0.999]

Rule 23/5: (875.2/11.3, lift 1.8)
    PC1 > -0.5890457
    PC2 > -2.807775
    PC2 <= 2.231518
    PC8 > -5.539928
    PC18 <= 0.03836392
    PC20 > -0.2525934
    ->  class 1  [0.986]

Rule 23/6: (12577.3/4126.1, lift 1.3)
    PC1 > -0.5890457
    PC2 > -0.7490856
    PC2 <= 2.231518
    PC18 <= 0.3226619
    PC21 <= 2.189467
    ->  class 1  [0.672]

Rule 23/7: (941.8, lift 2.7)
    PC1 <= 11.17529
    PC2 > -2.807775
    PC2 <= -0.7490856
    PC3 <= 0.7695976
    PC18 > 0.03836392
    PC56 > -0.2653593
    ->  class 2  [0.999]

Rule 23/8: (1071.6, lift 2.7)
    PC1 <= 11.17529
    PC2 <= 2.231518
    PC3 <= 0.7695976
    PC18 > 0.3226619
    ->  class 2  [0.999]

Rule 23/9: (1343, lift 2.7)
    PC1 <= -0.5890457
    PC2 <= 2.231518
    ->  class 2  [0.999]

Rule 23/10: (778.8, lift 2.7)
    PC1 <= 11.17529
    PC2 <= 2.231518
    PC3 <= 0.7695976
    PC20 <= -0.2525934
    ->  class 2  [0.999]

Rule 23/11: (363.1, lift 2.7)
    PC2 <= 2.231518
    PC21 > 2.189467
    ->  class 2  [0.997]

Rule 23/12: (247.1, lift 2.7)
    PC2 <= -7.187222
    ->  class 2  [0.996]

Rule 23/13: (210.9, lift 2.7)
    PC8 <= -5.539928
    ->  class 2  [0.995]

Rule 23/14: (178.6/0.1, lift 2.7)
    PC2 <= 2.231518
    PC44 > 3.051546
    ->  class 2  [0.994]

Rule 23/15: (1353.5/14.3, lift 2.7)
    PC1 <= 11.17529
    PC2 <= -2.807775
    PC3 <= 0.7695976
    ->  class 2  [0.989]

Default class: 1

-----  Trial 24:  -----

Rules:

Rule 24/1: (1571.1, lift 12.7)
    PC2 > 2.231518
    PC3 <= 1.640775
    ->  class 0  [0.999]

Rule 24/2: (814.9, lift 2.2)
    PC1 > -0.2831207
    PC2 <= 2.231518
    PC3 > 0.4954133
    PC8 <= 0.5344445
    ->  class 1  [0.999]

Rule 24/3: (862, lift 2.2)
    PC2 <= 2.231518
    PC3 > 0.7695976
    ->  class 1  [0.999]

Rule 24/4: (1347.4, lift 2.2)
    PC3 > 1.640775
    ->  class 1  [0.999]

Rule 24/5: (811.9/0.3, lift 2.2)
    PC1 > 5.880764
    PC8 > -4.633186
    PC56 <= 1.34914
    ->  class 1  [0.998]

Rule 24/6: (496.7, lift 2.2)
    PC1 > 14.75054
    ->  class 1  [0.998]

Rule 24/7: (380, lift 2.2)
    PC1 > -0.2831207
    PC2 <= 2.231518
    PC5 <= 3.012746
    PC20 > 0.2005897
    ->  class 1  [0.997]

Rule 24/8: (1091.7/46.8, lift 2.1)
    PC2 <= 2.231518
    PC5 > 3.012746
    ->  class 1  [0.956]

Rule 24/9: (827.5, lift 2.1)
    PC1 <= 14.75054
    PC2 <= 2.231518
    PC3 <= 0.7695976
    PC8 > 0.5344445
    PC20 <= 0.2005897
    ->  class 2  [0.999]

Rule 24/10: (2192.8/206, lift 1.9)
    PC1 <= -0.2831207
    PC2 <= 2.231518
    PC3 <= 0.7695976
    ->  class 2  [0.906]

Rule 24/11: (14235.2/5599.9, lift 1.3)
    PC1 <= 14.75054
    PC2 <= 2.231518
    PC3 <= 0.4954133
    PC5 <= 3.012746
    PC20 <= 0.2005897
    ->  class 2  [0.607]

Default class: 2

-----  Trial 25:  -----

Rules:

Rule 25/1: (1335.7, lift 14.9)
    PC2 > 2.231518
    PC3 <= 1.640775
    ->  class 0  [0.999]

Rule 25/2: (686.1, lift 2.0)
    PC1 > -0.5890457
    PC5 <= -5.238693
    ->  class 1  [0.999]

Rule 25/3: (768.5, lift 2.0)
    PC1 > 7.579506
    PC8 > -4.616251
    PC56 <= 2.149431
    ->  class 1  [0.999]

Rule 25/4: (1145.6, lift 2.0)
    PC3 > 1.640775
    ->  class 1  [0.999]

Rule 25/5: (1233.6/2.2, lift 2.0)
    PC1 > -0.5890457
    PC5 > 2.442836
    PC8 > -4.616251
    ->  class 1  [0.997]

Rule 25/6: (13434.4/5437.4, lift 1.2)
    PC1 > -0.5890457
    PC2 > -0.6973979
    PC2 <= 2.231518
    PC21 <= 1.853932
    ->  class 1  [0.595]

Rule 25/7: (955.6, lift 2.3)
    PC1 <= -0.5890457
    PC2 <= 2.231518
    ->  class 2  [0.999]

Rule 25/8: (408.6, lift 2.3)
    PC2 <= 2.231518
    PC5 <= 2.442836
    PC21 > 1.853932
    ->  class 2  [0.998]

Rule 25/9: (277.3, lift 2.3)
    PC2 <= 2.231518
    PC5 <= 2.442836
    PC56 > 2.149431
    ->  class 2  [0.996]

Rule 25/10: (311.9/0.4, lift 2.3)
    PC1 <= 7.579506
    PC2 <= 2.231518
    PC3 <= 0.4462703
    PC18 > 0.1234509
    PC45 > -0.01201332
    ->  class 2  [0.996]

Rule 25/11: (1928.6/17, lift 2.2)
    PC1 <= 7.579506
    PC2 <= -0.6973979
    PC5 > -5.238693
    PC5 <= 2.442836
    ->  class 2  [0.991]

Rule 25/12: (1255/29.9, lift 2.2)
    PC2 <= 2.231518
    PC8 <= -4.616251
    ->  class 2  [0.975]

Default class: 1

-----  Trial 26:  -----

Rules:

Rule 26/1: (1125.2, lift 17.7)
    PC2 > 2.231518
    PC3 <= 1.640775
    ->  class 0  [0.999]

Rule 26/2: (956, lift 2.2)
    PC1 > -0.2957253
    PC6 > 4.805911
    PC8 <= 0.586879
    ->  class 1  [0.999]

Rule 26/3: (766.2, lift 2.2)
    PC1 > -0.2957253
    PC2 <= 2.231518
    PC3 > 0.4954133
    PC8 <= 0.586879
    ->  class 1  [0.999]

Rule 26/4: (847.8, lift 2.2)
    PC1 > -0.5890457
    PC5 > 3.544814
    PC8 > -5.513502
    ->  class 1  [0.999]

Rule 26/5: (965, lift 2.2)
    PC3 > 1.640775
    ->  class 1  [0.999]

Rule 26/6: (518.7, lift 2.2)
    PC1 > -0.5890457
    PC2 <= 2.231518
    PC8 > -5.513502
    PC20 <= 0.157818
    PC45 <= -0.4020706
    ->  class 1  [0.998]

Rule 26/7: (276.4/0.8, lift 2.2)
    PC1 > -0.5890457
    PC4 > -0.2922504
    PC5 > 2.0037
    PC8 > -5.513502
    PC20 <= 0.157818
    ->  class 1  [0.994]

Rule 26/8: (115.9, lift 2.2)
    PC1 > -0.5890457
    PC1 <= -0.5865937
    PC2 <= 2.231518
    ->  class 1  [0.992]

Rule 26/9: (99.3, lift 2.2)
    PC1 > -0.4334595
    PC1 <= -0.4253984
    PC2 <= 2.231518
    ->  class 1  [0.990]

Rule 26/10: (855.2/21.2, lift 2.2)
    PC2 <= 2.231518
    PC3 > 0.7031291
    ->  class 1  [0.974]

Rule 26/11: (1216.9/77.9, lift 2.1)
    PC1 > -0.5890457
    PC2 <= 2.231518
    PC8 > -5.513502
    PC20 > 0.157818
    ->  class 1  [0.935]

Rule 26/12: (804.9, lift 2.0)
    PC1 <= -0.5890457
    PC2 <= 2.231518
    ->  class 2  [0.999]

Rule 26/13: (643.8/0.3, lift 2.0)
    PC2 <= 2.231518
    PC3 <= 0.7031291
    PC8 > 0.586879
    PC20 <= 0.157818
    PC45 > -0.4020706
    ->  class 2  [0.998]

Rule 26/14: (629.3, lift 2.0)
    PC8 <= -5.513502
    ->  class 2  [0.998]

Rule 26/15: (436.3, lift 2.0)
    PC1 > -0.5865937
    PC1 <= -0.4334595
    PC2 <= 2.231518
    ->  class 2  [0.998]

Rule 26/16: (266.3, lift 2.0)
    PC1 > -0.4253984
    PC1 <= -0.2957253
    PC2 <= 2.231518
    PC3 <= 0.7031291
    ->  class 2  [0.996]

Rule 26/17: (14339.2/5471.7, lift 1.2)
    PC2 <= 2.231518
    PC3 <= 0.4954133
    PC5 <= 3.544814
    PC6 <= 4.805911
    PC20 <= 0.157818
    PC45 > -0.4020706
    ->  class 2  [0.618]

Default class: 2

-----  Trial 27:  -----

Rules:

Rule 27/1: (949.2, lift 21.0)
    PC2 > 2.231518
    PC3 <= 1.640775
    ->  class 0  [0.999]

Rule 27/2: (859, lift 1.9)
    PC1 > -0.2199142
    PC2 > -3.343765
    PC2 <= 2.231518
    PC20 > 0.1624312
    ->  class 1  [0.999]

Rule 27/3: (978.9, lift 1.9)
    PC2 > -1.062682
    PC2 <= 2.231518
    PC3 > 0.4954133
    PC18 <= 0.318009
    ->  class 1  [0.999]

Rule 27/4: (814, lift 1.9)
    PC3 > 1.640775
    ->  class 1  [0.999]

Rule 27/5: (147.2, lift 1.9)
    PC2 > -3.343765
    PC2 <= 2.231518
    PC5 > 2.761577
    PC18 > -0.06240003
    ->  class 1  [0.993]

Rule 27/6: (2600.4/28.6, lift 1.9)
    PC1 > 11.24986
    ->  class 1  [0.989]

Rule 27/7: (1290.8/19.1, lift 1.9)
    PC2 > -3.343765
    PC2 <= 2.231518
    PC18 <= -0.06240003
    ->  class 1  [0.984]

Rule 27/8: (1225.4, lift 2.4)
    PC1 <= 11.24986
    PC2 <= -3.343765
    ->  class 2  [0.999]

Rule 27/9: (945, lift 2.4)
    PC1 <= -0.2199142
    PC2 <= 2.231518
    PC3 <= 0.4954133
    ->  class 2  [0.999]

Rule 27/10: (661.5/0.6, lift 2.4)
    PC1 <= 11.24986
    PC2 <= 2.231518
    PC18 > 0.318009
    ->  class 2  [0.998]

Rule 27/11: (1135.4/46.9, lift 2.3)
    PC1 <= 11.24986
    PC2 <= -1.062682
    PC5 <= 2.761577
    PC18 > -0.06240003
    ->  class 2  [0.958]

Rule 27/12: (13500.3/5830.4, lift 1.3)
    PC1 <= 11.24986
    PC2 <= 2.231518
    PC3 <= 0.4954133
    PC20 <= 0.1624312
    ->  class 2  [0.568]

Default class: 1

-----  Trial 28:  -----

Rules:

Rule 28/1: (1204/399, lift 16.6)
    PC2 > 2.231518
    ->  class 0  [0.668]

Rule 28/2: (2111.4, lift 1.8)
    PC1 > 11.57262
    PC8 > -5.058322
    PC44 <= 3.051546
    ->  class 1  [1.000]

Rule 28/3: (818.7, lift 1.8)
    PC2 > -1.062682
    PC2 <= 2.231518
    PC3 > 0.5182653
    PC18 <= 0.318009
    ->  class 1  [0.999]

Rule 28/4: (497.1, lift 1.8)
    PC1 > -0.5890457
    PC2 > -3.739951
    PC5 > 3.012746
    PC8 > -5.058322
    ->  class 1  [0.998]

Rule 28/5: (15115/5047.8, lift 1.2)
    PC1 > -0.5890457
    PC4 > -0.1373443
    PC8 > -5.058322
    PC18 <= 0.318009
    PC21 <= 1.810277
    PC44 <= 1.509626
    ->  class 1  [0.666]

Rule 28/6: (985, lift 2.5)
    PC1 <= 11.57262
    PC2 <= -3.739951
    ->  class 2  [0.999]

Rule 28/7: (642.6, lift 2.5)
    PC1 <= 7.238853
    PC2 <= -1.062682
    PC4 > -0.1373443
    PC18 > -0.1543459
    ->  class 2  [0.998]

Rule 28/8: (575.8, lift 2.5)
    PC1 <= -0.5890457
    PC2 <= 2.231518
    ->  class 2  [0.998]

Rule 28/9: (325.3/0.1, lift 2.5)
    PC1 <= 11.57262
    PC2 <= 2.231518
    PC44 > 1.509626
    ->  class 2  [0.997]

Rule 28/10: (560.9/0.5, lift 2.5)
    PC1 <= 11.57262
    PC2 <= 2.231518
    PC18 > 0.318009
    ->  class 2  [0.997]

Rule 28/11: (302.6, lift 2.5)
    PC2 <= 2.231518
    PC44 > 3.051546
    ->  class 2  [0.997]

Rule 28/12: (248.2, lift 2.5)
    PC1 <= 11.57262
    PC2 <= 2.231518
    PC5 <= 3.012746
    PC21 > 1.810277
    ->  class 2  [0.996]

Rule 28/13: (201.5, lift 2.5)
    PC1 <= 7.238853
    PC2 <= 2.231518
    PC3 <= 0.5182653
    PC4 > -0.1373443
    PC18 > -0.06687276
    PC44 <= -0.05402443
    ->  class 2  [0.995]

Rule 28/14: (1006.9/32.4, lift 2.5)
    PC8 <= -5.058322
    ->  class 2  [0.967]

Rule 28/15: (673.1/67.9, lift 2.3)
    PC1 <= 11.57262
    PC2 <= 2.231518
    PC4 <= -0.1373443
    PC5 <= 3.012746
    PC18 > -0.1543459
    ->  class 2  [0.898]

Default class: 1

-----  Trial 29:  -----

Rules:

Rule 29/1: (627.2, lift 29.5)
    PC2 > 0.9487218
    PC3 <= 0.9319737
    ->  class 0  [0.998]

Rule 29/2: (285.3/5.1, lift 28.9)
    PC18 > 1.145156
    ->  class 0  [0.979]

Rule 29/3: (1659.6, lift 1.7)
    PC1 > 14.58976
    ->  class 1  [0.999]

Rule 29/4: (1133.4/2.1, lift 1.7)
    PC2 > -4.588735
    PC6 > 0.6589279
    PC8 > -3.711777
    PC18 <= 0.06461755
    ->  class 1  [0.997]

Rule 29/5: (607.7/2.9, lift 1.7)
    PC1 > 8.6641
    PC2 > -4.588735
    ->  class 1  [0.994]

Rule 29/6: (3080.7/35.3, lift 1.7)
    PC3 > 0.9319737
    PC18 <= 1.145156
    ->  class 1  [0.988]

Rule 29/7: (15248.9/5679.9, lift 1.1)
    PC2 > -0.9983891
    PC18 <= 1.145156
    ->  class 1  [0.628]

Rule 29/8: (970.5, lift 2.7)
    PC1 <= 8.6641
    PC2 <= 0.9487218
    PC8 <= -3.711777
    ->  class 2  [0.999]

Rule 29/9: (977.6, lift 2.7)
    PC1 <= 14.58976
    PC2 <= -4.588735
    ->  class 2  [0.999]

Rule 29/10: (409.6, lift 2.7)
    PC1 <= 8.6641
    PC2 <= -0.9983891
    PC18 > 0.06461755
    ->  class 2  [0.998]

Rule 29/11: (468, lift 2.7)
    PC1 <= 14.58976
    PC2 <= 0.9487218
    PC18 > 0.3251283
    ->  class 2  [0.998]

Rule 29/12: (1135.1/2.2, lift 2.7)
    PC1 <= 8.6641
    PC2 <= 0.9487218
    PC6 <= 0.6589279
    ->  class 2  [0.997]

Rule 29/13: (277, lift 2.7)
    PC1 <= 14.58976
    PC2 <= 0.9487218
    PC3 <= 0.4954133
    PC18 > 0.2485706
    ->  class 2  [0.996]

Default class: 1


Evaluation on training data (19937 cases):

Trial           Rules     
-----     ----------------
        No      Errors

   0        14   50( 0.3%)
   1         9  169( 0.8%)
   2        12  150( 0.8%)
   3        13   49( 0.2%)
   4        15   88( 0.4%)
   5        10   94( 0.5%)
   6        11   88( 0.4%)
   7        11 4055(20.3%)
   8         7 2771(13.9%)
   9         9   92( 0.5%)
  10        11  156( 0.8%)
  11        15   98( 0.5%)
  12        11   65( 0.3%)
  13        14   50( 0.3%)
  14        13 1381( 6.9%)
  15        11   54( 0.3%)
  16         9 1979( 9.9%)
  17        13   80( 0.4%)
  18        11  208( 1.0%)
  19        15  229( 1.1%)
  20        15   99( 0.5%)
  21         9  113( 0.6%)
  22        12   43( 0.2%)
  23        15   53( 0.3%)
  24        11   87( 0.4%)
  25        12   63( 0.3%)
  26        17  395( 2.0%)
  27        12   59( 0.3%)
  28        15 1513( 7.6%)
  29        13   67( 0.3%)
boost            39( 0.2%)   <<


       (a)   (b)   (c)    <-classified as
      ----  ----  ----
      5248     1          (a): class 0
            5196          (b): class 1
              38  9454    (c): class 2


    Attribute usage:

    100.00% PC1
    100.00% PC2
    100.00% PC4
     99.93% PC3
     96.10% PC5
     96.03% PC18
     93.90% PC20
     70.28% PC6
     69.01% PC8
     64.28% PC56
     61.56% PC44
     58.15% PC45
     41.49% PC21


Time: 7.2 secs
ggplot(fitted_model) + theme(legend.position = "top")

c50_building_model <- fitted_model
# Testing model
predictions.validation_c50 <- predict(fitted_model, newdata = validation.pca, type="raw")
resamps.c50 <- postResample(predictions.validation_c50, validation.pca$BUILDINGID)
resamps.c50
 Accuracy     Kappa 
0.9972997 0.9957365 
confusionMatrix(data = predictions.validation_c50, validation.pca$BUILDINGID)
Confusion Matrix and Statistics

          Reference
Prediction   0   1   2
         0 533   0   0
         1   0 307   0
         2   3   0 268

Overall Statistics
                                          
               Accuracy : 0.9973          
                 95% CI : (0.9921, 0.9994)
    No Information Rate : 0.4824          
    P-Value [Acc > NIR] : < 2.2e-16       
                                          
                  Kappa : 0.9957          
                                          
 Mcnemar's Test P-Value : NA              

Statistics by Class:

                     Class: 0 Class: 1 Class: 2
Sensitivity            0.9944   1.0000   1.0000
Specificity            1.0000   1.0000   0.9964
Pos Pred Value         1.0000   1.0000   0.9889
Neg Pred Value         0.9948   1.0000   1.0000
Prevalence             0.4824   0.2763   0.2412
Detection Rate         0.4797   0.2763   0.2412
Detection Prevalence   0.4797   0.2763   0.2439
Balanced Accuracy      0.9972   1.0000   0.9982

Let’s predict the Building + the Floor

model_file = "c50_model2.rds"

if(LOAD_SAVED_MODELS) {
  fitted_model <- load_model_from_disk(model_file)
} else {
  f <- as.formula(paste("BF ~", paste(n, collapse = " + ")))
  
  fit_control  <- trainControl(method = "repeatedcv", 
                               number = 10,
                               repeats = 3)
  fitted_model <- fit_model(seed = 234654374,
                            num_workers = 12,
                            f,
                            data = training.pca,
                            method = "C5.0",
                            trControl = fit_control,
                            tuneLength = 15,
                          )
  save_model_to_disk(fitted_model, filename = model_file)
}
summary(fitted_model)

Call:
(function (x, y, trials = 1, rules = FALSE, weights = NULL, control = C5.0Control(), costs = NULL, ...) {    funcCall <- match.call(expand.dots
 4.39558005604089, 4.39558005604089, 6.45409374279354, 6.45409374279354, 4.39558005604089, 4.39558005604089, 6.45409374279354,
 6.45409374279354, 8.88235651146991, 8.88235651146991, 5.08108509503511, 8.88235651146991, 8.8823565114


C5.0 [Release 2.07 GPL Edition]     Mon Nov 11 01:57:58 2019
-------------------------------

Class specified by attribute `outcome'

Read 19937 cases (101 attributes) from undefined.data

-----  Trial 0:  -----

Rules:

Rule 0/1: (68, lift 18.6)
    PC2 > -0.3597415
    PC13 <= 7.506931
    PC18 > -0.4683644
    PC22 <= 1.663426
    PC31 > 0.09396035
    PC56 <= -0.8766648
    PC64 > 0.7359768
    PC87 <= 0.1134392
    ->  class 0\|0  [0.986]

Rule 0/2: (69, lift 18.6)
    PC7 > -0.9678689
    PC9 > -0.03912339
    PC18 > 2.052136
    PC47 <= -0.6928324
    ->  class 0\|0  [0.986]

Rule 0/3: (57, lift 18.5)
    PC2 > -0.3597415
    PC13 <= 7.506931
    PC14 > -1.696286
    PC18 > 2.052136
    PC42 > 2.376789
    ->  class 0\|0  [0.983]

Rule 0/4: (51, lift 18.5)
    PC2 > -0.3597415
    PC3 > -1.937042
    PC18 > 2.866668
    PC36 <= 2.200438
    PC80 > -0.1646361
    ->  class 0\|0  [0.981]

Rule 0/5: (160/2, lift 18.5)
    PC1 > -0.6081651
    PC13 <= 7.506931
    PC18 > 2.052136
    PC45 <= 1.45463
    PC47 <= -0.5593979
    ->  class 0\|0  [0.981]

Rule 0/6: (99/1, lift 18.5)
    PC1 <= -0.3070439
    PC2 > 1.40607
    PC3 > -1.024403
    PC6 > 0.1746644
    PC18 > -0.4683644
    PC97 <= 0.5021749
    ->  class 0\|0  [0.980]

Rule 0/7: (422/10, lift 18.3)
    PC1 > -0.7768499
    PC7 > -0.9678689
    PC13 <= 7.506931
    PC18 > 2.866668
    PC25 <= 0.8011178
    PC33 <= 3.426595
    PC80 <= -0.1646361
    PC90 <= 0.8855313
    ->  class 0\|0  [0.974]

Rule 0/8: (175/4, lift 18.3)
    PC2 > -0.3597415
    PC7 > -0.9678689
    PC14 > -1.696286
    PC14 <= 1.65295
    PC18 > 2.866668
    PC22 > 1.134607
    PC52 > -6.357232
    PC68 > -2.622206
    PC87 <= 1.030551
    ->  class 0\|0  [0.972]

Rule 0/9: (261/7, lift 18.3)
    PC1 > -0.6081651
    PC18 > 2.052136
    PC25 <= 0.6931889
    PC49 <= 0.1205361
    PC91 > -0.9572532
    ->  class 0\|0  [0.970]

Rule 0/10: (511/15, lift 18.2)
    PC1 > -0.6081651
    PC13 <= 7.506931
    PC18 > 2.052136
    PC25 <= 0.6931889
    PC45 <= 1.45463
    PC76 <= 0.2035909
    ->  class 0\|0  [0.969]

Rule 0/11: (29, lift 18.2)
    PC13 <= 2.623859
    PC18 > 1.199139
    PC34 > 0.351562
    PC37 > 1.546067
    PC42 <= 1.606127
    PC90 > -1.759266
    ->  class 0\|0  [0.968]

Rule 0/12: (19, lift 17.9)
    PC2 > -0.3597415
    PC8 > 0.2995794
    PC18 > 1.032683
    PC56 > -0.8766648
    ->  class 0\|0  [0.952]

Rule 0/13: (248/14, lift 17.7)
    PC2 <= 6.573677
    PC13 <= 7.506931
    PC14 > -0.3768312
    PC18 > 2.866668
    PC33 <= 3.426595
    PC39 > -1.807741
    PC56 <= -0.3651294
    PC58 > -1.056326
    PC87 <= 1.030551
    ->  class 0\|0  [0.940]

Rule 0/14: (10, lift 17.3)
    PC2 > -0.3597415
    PC13 <= 7.506931
    PC14 > -1.696286
    PC18 > -0.4683644
    PC18 <= 2.052136
    PC40 <= -0.7952249
    PC81 <= 1.436011
    PC90 <= -1.759266
    ->  class 0\|0  [0.917]

Rule 0/15: (324/45, lift 16.2)
    PC13 <= 7.506931
    PC14 > -1.696286
    PC18 > 2.052136
    PC39 > -1.807741
    PC52 > -6.357232
    PC75 > 0.1302689
    ->  class 0\|0  [0.859]

Rule 0/16: (12/1, lift 16.1)
    PC13 <= 7.506931
    PC14 > -1.696286
    PC18 > 2.052136
    PC39 <= -1.807741
    PC55 > -0.02489544
    ->  class 0\|0  [0.857]

Rule 0/17: (5, lift 16.1)
    PC13 <= 7.506931
    PC18 > 2.052136
    PC18 <= 2.866668
    PC42 <= -2.625215
    ->  class 0\|0  [0.857]

Rule 0/18: (51/8, lift 15.6)
    PC1 <= -0.3070439
    PC5 <= 2.286966
    PC18 > 0.5778062
    PC23 > -1.161828
    PC24 > 1.251147
    PC90 > 0.03978433
    ->  class 0\|0  [0.830]

Rule 0/19: (364/3, lift 14.5)
    PC2 > -0.3597415
    PC3 <= 1.640775
    PC5 <= 2.286966
    PC6 <= 0.1746644
    PC13 <= 2.623859
    PC18 > 0.5778062
    PC18 <= 2.052136
    PC24 <= 1.251147
    PC37 <= 1.546067
    PC42 <= 1.16367
    PC43 > -2.447127
    PC56 > -0.8766648
    PC90 > -1.759266
    ->  class 0\|1  [0.989]

Rule 0/20: (80, lift 14.5)
    PC2 > 6.573677
    PC13 <= 7.506931
    PC14 > -1.696286
    PC18 > 2.052136
    PC22 <= 1.134607
    PC42 <= 2.376789
    PC56 <= -0.3651294
    PC80 > -0.1646361
    ->  class 0\|1  [0.988]

Rule 0/21: (60, lift 14.5)
    PC1 <= -0.3070439
    PC2 > -0.3597415
    PC3 <= 1.640775
    PC10 <= 2.304561
    PC18 > -1.750188
    PC18 <= -0.4683644
    PC44 > 0.9770174
    PC71 > -0.5571426
    ->  class 0\|1  [0.984]

Rule 0/22: (114/1, lift 14.4)
    PC2 > 1.40607
    PC3 <= 1.640775
    PC5 <= 2.286966
    PC6 <= 0.1746644
    PC18 > -0.4683644
    PC18 <= 0.5778062
    PC23 > -1.161828
    PC42 <= 1.16367
    PC56 > -0.8766648
    PC59 > -0.09513818
    ->  class 0\|1  [0.983]

Rule 0/23: (106/1, lift 14.4)
    PC1 <= -0.6081651
    PC7 <= -0.9678689
    PC18 > 2.052136
    PC42 <= 2.376789
    PC75 <= 0.1302689
    ->  class 0\|1  [0.981]

Rule 0/24: (47, lift 14.4)
    PC1 <= -0.7768499
    PC2 > -0.3597415
    PC13 <= 7.506931
    PC14 > -1.696286
    PC18 > 2.052136
    PC39 > -1.807741
    PC80 <= -0.1646361
    PC87 <= 1.030551
    ->  class 0\|1  [0.980]

Rule 0/25: (193/3, lift 14.4)
    PC2 > -0.3597415
    PC3 <= 1.640775
    PC5 <= 2.286966
    PC6 <= 0.1746644
    PC13 <= 7.506931
    PC18 > -0.4683644
    PC18 <= 1.199139
    PC23 > -1.161828
    PC34 > 0.351562
    PC81 <= 1.436011
    PC84 > -2.63774
    ->  class 0\|1  [0.979]

Rule 0/26: (46, lift 14.4)
    PC13 <= 7.506931
    PC14 > -1.696286
    PC18 > 2.052136
    PC52 <= -6.357232
    ->  class 0\|1  [0.979]

Rule 0/27: (46, lift 14.4)
    PC1 <= -0.6081651
    PC7 > -0.9678689
    PC13 <= 7.506931
    PC14 > -1.696286
    PC18 > 2.052136
    PC22 <= 1.134607
    PC39 > -1.807741
    PC42 <= 2.376789
    PC58 <= -1.056326
    PC80 > -0.1646361
    ->  class 0\|1  [0.979]

Rule 0/28: (117/2, lift 14.3)
    PC1 <= -0.6081651
    PC13 <= 7.506931
    PC14 > -1.696286
    PC18 > 2.052136
    PC18 <= 2.866668
    PC20 <= 5.525657
    PC39 > -1.807741
    PC42 > -2.625215
    PC47 > -0.6928324
    PC87 <= 1.030551
    ->  class 0\|1  [0.975]

Rule 0/29: (34, lift 14.3)
    PC1 <= -0.3070439
    PC3 <= 1.640775
    PC18 > -2.566521
    PC18 <= -0.4683644
    PC30 > -0.05167554
    PC46 <= -1.308755
    ->  class 0\|1  [0.972]

Rule 0/30: (24, lift 14.1)
    PC1 > -0.6081651
    PC18 > 2.052136
    PC47 > -0.5593979
    PC49 > 0.1205361
    PC76 > 0.2035909
    PC86 > -0.2003686
    ->  class 0\|1  [0.962]

Rule 0/31: (22, lift 14.1)
    PC1 <= -0.3070439
    PC2 > -0.3597415
    PC13 <= 7.506931
    PC14 > -0.1320704
    PC18 > -0.4683644
    PC87 > 1.030551
    ->  class 0\|1  [0.958]

Rule 0/32: (90/3, lift 14.1)
    PC5 > 2.286966
    PC13 <= 7.506931
    PC14 > -1.696286
    PC18 > -0.4683644
    PC20 > 3.506962
    PC81 <= 1.436011
    ->  class 0\|1  [0.957]

Rule 0/33: (92/3, lift 14.1)
    PC1 <= -0.6081651
    PC2 > -0.3597415
    PC13 <= 7.506931
    PC14 > -1.696286
    PC18 > -0.4683644
    PC25 > 0.8011178
    PC80 <= -0.1646361
    PC87 <= 1.030551
    ->  class 0\|1  [0.957]

Rule 0/34: (21, lift 14.1)
    PC1 <= -0.6081651
    PC14 > 1.65295
    PC18 > 2.866668
    PC22 > 1.134607
    ->  class 0\|1  [0.957]

Rule 0/35: (17, lift 13.9)
    PC2 > 1.40607
    PC3 <= 1.640775
    PC13 <= 7.506931
    PC14 > -1.696286
    PC18 > -0.4683644
    PC22 > 1.663426
    PC56 <= -0.8766648
    PC90 > -1.759266
    ->  class 0\|1  [0.947]

Rule 0/36: (15, lift 13.8)
    PC1 <= -0.6081651
    PC2 > -0.3597415
    PC13 <= 7.506931
    PC14 > -1.696286
    PC18 > 2.052136
    PC33 > 3.426595
    ->  class 0\|1  [0.941]

Rule 0/37: (197/11, lift 13.8)
    PC1 <= -0.6081651
    PC3 <= -1.937042
    PC13 <= 7.506931
    PC14 > -1.696286
    PC18 > 2.052136
    PC22 <= 1.134607
    PC39 > -1.807741
    PC56 > -0.3651294
    PC80 > -0.1646361
    PC87 <= 1.030551
    ->  class 0\|1  [0.940]

Rule 0/38: (46/2, lift 13.8)
    PC1 <= -0.3070439
    PC2 > 1.40607
    PC5 <= 2.286966
    PC13 <= 7.506931
    PC18 > -0.4683644
    PC18 <= 2.052136
    PC31 <= 0.09396035
    PC42 <= 1.606127
    PC56 <= -0.8766648
    PC90 > -1.759266
    ->  class 0\|1  [0.938]

Rule 0/39: (10, lift 13.5)
    PC1 > -0.6081651
    PC18 > 2.052136
    PC43 > -1.308319
    PC45 > 1.45463
    ->  class 0\|1  [0.917]

Rule 0/40: (32/2, lift 13.4)
    PC13 > 7.506931
    PC18 > 3.718587
    PC97 > -0.9378464
    ->  class 0\|1  [0.912]

Rule 0/41: (63/6, lift 13.1)
    PC1 <= -0.6081651
    PC2 > 1.40607
    PC13 <= 7.506931
    PC18 > -0.4683644
    PC39 > -1.807741
    PC42 <= 2.376789
    PC80 <= -0.1646361
    PC87 <= 1.030551
    PC90 > 0.8855313
    ->  class 0\|1  [0.892]

Rule 0/42: (5, lift 12.6)
    PC13 > 7.506931
    PC18 <= 3.718587
    PC19 > -0.2274304
    PC35 <= -0.3969824
    ->  class 0\|1  [0.857]

Rule 0/43: (11/1, lift 12.4)
    PC3 <= 1.640775
    PC10 > -5.847729
    PC18 <= -0.4683644
    PC78 > 2.983765
    PC78 <= 3.454035
    ->  class 0\|1  [0.846]

Rule 0/44: (2278/1563, lift 4.6)
    PC2 > -0.3597415
    PC10 <= -0.981194
    PC16 > -0.6265995
    ->  class 0\|1  [0.314]

Rule 0/45: (56, lift 13.6)
    PC1 <= -0.3070439
    PC2 > -0.3597415
    PC5 > 2.286966
    PC13 <= 7.506931
    PC14 > -1.696286
    PC18 > -0.4683644
    PC18 <= 2.052136
    PC20 <= 3.506962
    PC42 <= 1.606127
    PC81 <= 1.436011
    ->  class 0\|2  [0.983]

Rule 0/46: (52, lift 13.6)
    PC4 <= 7.856577
    PC8 <= 0.04132327
    PC10 <= -1.290476
    PC18 <= -0.4683644
    PC40 > 0.6266178
    PC68 > 0.3214176
    PC71 <= 0.4534237
    ->  class 0\|2  [0.981]

Rule 0/47: (93/1, lift 13.5)
    PC13 > 7.506931
    PC18 > -0.4683644
    PC18 <= 3.718587
    PC20 > -7.074862
    PC35 > -0.3969824
    PC36 <= 1.476349
    PC68 > -0.1824437
    PC69 <= -0.6675636
    ->  class 0\|2  [0.979]

Rule 0/48: (38, lift 13.5)
    PC1 <= -0.3070439
    PC4 <= 7.856577
    PC10 <= -1.290476
    PC18 <= -1.750188
    PC20 > -2.079915
    PC29 > -1.189992
    PC64 <= -0.4628634
    PC67 > -0.4977033
    PC68 <= 0.3214176
    ->  class 0\|2  [0.975]

Rule 0/49: (262/7, lift 13.4)
    PC1 <= -0.3070439
    PC2 > 5.56539
    PC11 > -0.06482229
    PC18 > -1.750188
    PC18 <= -0.4683644
    PC20 > -3.606491
    PC41 <= 0.2630978
    PC43 <= 1.773609
    PC44 <= 0.9770174
    PC75 <= 0.1795085
    ->  class 0\|2  [0.970]

Rule 0/50: (63/1, lift 13.4)
    PC1 <= -0.3070439
    PC2 > -0.3597415
    PC13 <= 7.506931
    PC18 > -0.4683644
    PC18 <= 2.052136
    PC23 > -1.161828
    PC37 <= 1.546067
    PC42 > 1.16367
    PC74 <= -0.3051681
    ->  class 0\|2  [0.969]

Rule 0/51: (110/3, lift 13.3)
    PC1 <= -0.3070439
    PC2 > -0.3597415
    PC13 <= 7.506931
    PC18 > -0.4683644
    PC18 <= 2.052136
    PC42 > 1.606127
    PC42 <= 3.766
    PC51 > -0.3373048
    PC95 > -0.6391228
    ->  class 0\|2  [0.964]

Rule 0/52: (23, lift 13.3)
    PC4 <= 7.856577
    PC10 <= -1.290476
    PC18 <= -0.4683644
    PC27 <= -1.638894
    ->  class 0\|2  [0.960]

Rule 0/53: (95/3, lift 13.2)
    PC4 > 8.431403
    PC10 > -5.847729
    PC18 <= -0.4683644
    PC19 > -0.119457
    PC77 <= 1.199758
    ->  class 0\|2  [0.959]

Rule 0/54: (22, lift 13.2)
    PC2 > 1.40607
    PC18 > -0.4683644
    PC18 <= 2.052136
    PC23 <= -1.161828
    PC39 > 0.624705
    PC47 <= 4.410915
    PC77 <= -0.1649441
    ->  class 0\|2  [0.958]

Rule 0/55: (272/11, lift 13.2)
    PC1 <= -0.3070439
    PC2 > -0.3597415
    PC3 <= 1.640775
    PC11 > -0.06482229
    PC18 > -1.750188
    PC18 <= -0.4683644
    PC19 <= 0.07937676
    PC20 > -3.606491
    PC22 > -2.189345
    PC38 > -0.5062765
    PC41 <= 0.2630978
    PC43 <= 1.773609
    PC44 <= 0.9770174
    PC75 <= 0.1795085
    PC78 <= 2.210796
    PC98 <= 1.220614
    ->  class 0\|2  [0.956]

Rule 0/56: (20, lift 13.2)
    PC4 <= 7.856577
    PC7 <= 0.09385853
    PC18 <= -1.750188
    PC46 > -1.308755
    PC67 <= -0.4977033
    PC78 <= 2.983765
    ->  class 0\|2  [0.955]

Rule 0/57: (40/1, lift 13.2)
    PC10 <= -2.055506
    PC18 <= -1.750188
    PC34 <= -1.937301
    PC94 > 0.3758137
    ->  class 0\|2  [0.952]

Rule 0/58: (95/4, lift 13.1)
    PC1 <= -0.3070439
    PC8 > 0.04132327
    PC18 <= -1.750188
    PC22 <= 2.148456
    PC37 <= 0.6241781
    PC46 > -1.308755
    PC78 <= 1.550604
    PC98 <= 0.2488463
    ->  class 0\|2  [0.948]

Rule 0/59: (17, lift 13.1)
    PC1 <= -0.3070439
    PC7 <= -0.2971649
    PC8 <= 0.04132327
    PC18 <= -1.750188
    PC38 <= 0.177453
    PC46 > -1.308755
    PC75 <= -0.6070368
    ->  class 0\|2  [0.947]

Rule 0/60: (17, lift 13.1)
    PC1 <= -0.3070439
    PC2 > 1.40607
    PC18 > -0.4683644
    PC18 <= 2.052136
    PC23 <= -1.161828
    PC47 <= 4.410915
    PC77 <= -0.1649441
    PC99 <= 0.3426662
    ->  class 0\|2  [0.947]

Rule 0/61: (35/1, lift 13.1)
    PC1 <= -0.3070439
    PC2 > -0.3597415
    PC15 > 0.1087952
    PC18 > -1.750188
    PC18 <= -0.4683644
    PC20 > -3.606491
    PC43 <= 1.773609
    PC46 > -1.308755
    PC75 > 0.1795085
    PC78 <= 2.210796
    ->  class 0\|2  [0.946]

Rule 0/62: (71/3, lift 13.1)
    PC10 <= -5.847729
    PC18 <= -1.750188
    PC46 > -1.308755
    ->  class 0\|2  [0.945]

Rule 0/63: (52/2, lift 13.0)
    PC1 <= -0.3070439
    PC2 > -0.3597415
    PC8 > 0.04132327
    PC18 <= -1.750188
    PC37 <= 0.6241781
    PC46 > -1.308755
    PC65 <= 0.2798273
    PC78 <= 1.550604
    ->  class 0\|2  [0.944]

Rule 0/64: (13, lift 12.9)
    PC10 <= -1.290476
    PC18 <= -0.4683644
    PC58 <= -1.250211
    PC64 <= -0.4628634
    ->  class 0\|2  [0.933]

Rule 0/65: (56/3, lift 12.9)
    PC1 <= -0.3070439
    PC2 > -0.3597415
    PC4 > -7.746524
    PC8 > 0.04132327
    PC18 <= -1.750188
    PC46 > -1.308755
    PC49 > 0.636273
    ->  class 0\|2  [0.931]

Rule 0/66: (12, lift 12.8)
    PC1 <= -0.3070439
    PC8 <= 0.04132327
    PC18 <= -1.750188
    PC64 <= -0.4628634
    PC78 <= 2.983765
    PC99 <= -1.620779
    ->  class 0\|2  [0.929]

Rule 0/67: (12, lift 12.8)
    PC8 <= 0.04132327
    PC10 <= -1.290476
    PC18 <= -1.750188
    PC46 > -1.308755
    PC57 > 1.004297
    PC78 <= 2.983765
    ->  class 0\|2  [0.929]

Rule 0/68: (12, lift 12.8)
    PC7 <= -0.2971649
    PC8 <= 0.04132327
    PC18 <= -1.750188
    PC57 > 1.412483
    PC78 <= 2.983765
    ->  class 0\|2  [0.929]

Rule 0/69: (146/11, lift 12.7)
    PC4 <= -7.746524
    PC18 <= -0.4683644
    PC94 <= 1.015922
    ->  class 0\|2  [0.919]

Rule 0/70: (7, lift 12.3)
    PC10 <= -1.290476
    PC18 <= -0.4683644
    PC34 > -1.937301
    PC46 > -1.308755
    PC48 > 0.2305539
    PC64 <= -0.4628634
    PC67 > -0.4977033
    PC68 <= 0.3214176
    PC78 <= 2.983765
    ->  class 0\|2  [0.889]

Rule 0/71: (6, lift 12.1)
    PC4 > -7.746524
    PC8 <= 0.04132327
    PC10 <= -1.290476
    PC18 <= -1.750188
    PC67 > -0.4977033
    PC71 > 0.4534237
    PC78 <= 2.983765
    ->  class 0\|2  [0.875]

Rule 0/72: (6, lift 12.1)
    PC7 <= -0.2971649
    PC8 <= 0.04132327
    PC18 <= -0.4683644
    PC36 <= -3.027431
    ->  class 0\|2  [0.875]

Rule 0/73: (6, lift 12.1)
    PC4 > 2.43225
    PC18 > -1.750188
    PC18 <= -0.4683644
    PC43 > 1.773609
    ->  class 0\|2  [0.875]

Rule 0/74: (20/2, lift 11.9)
    PC2 > 1.40607
    PC9 > 0.5654702
    PC46 > -1.308755
    PC78 > 2.983765
    ->  class 0\|2  [0.864]

Rule 0/75: (41/5, lift 11.9)
    PC1 <= -0.3070439
    PC2 > 1.40607
    PC5 <= 2.286966
    PC6 <= 0.1746644
    PC18 > -0.4683644
    PC18 <= 2.052136
    PC23 <= -1.161828
    PC47 <= 4.410915
    PC81 <= 1.436011
    PC94 > -0.1812697
    ->  class 0\|2  [0.860]

Rule 0/76: (153/21, lift 11.9)
    PC1 <= -0.3070439
    PC2 > -0.3597415
    PC3 <= 1.640775
    PC18 > -1.750188
    PC18 <= -0.4683644
    PC20 > -3.606491
    PC41 <= 0.2630978
    PC44 <= 0.9770174
    PC56 <= 0.1838269
    PC99 > -0.3814424
    PC100 <= 0.4196316
    ->  class 0\|2  [0.858]

Rule 0/77: (35/8, lift 10.5)
    PC1 <= -0.3070439
    PC2 > -0.3597415
    PC10 <= 2.304561
    PC18 > -1.750188
    PC18 <= -0.4683644
    PC71 <= -0.5571426
    ->  class 0\|2  [0.757]

Rule 0/78: (9385/7942, lift 2.1)
    PC2 > -0.3597415
    ->  class 0\|2  [0.154]

Rule 0/79: (64, lift 14.1)
    PC1 <= -0.3070439
    PC2 > -0.3597415
    PC4 <= 2.43225
    PC18 <= -0.4683644
    PC43 > 1.773609
    ->  class 0\|3  [0.985]

Rule 0/80: (64, lift 14.1)
    PC2 > -0.3597415
    PC3 <= 1.640775
    PC18 <= -0.4683644
    PC44 <= 0.9770174
    PC54 > 3.123281
    ->  class 0\|3  [0.985]

Rule 0/81: (44, lift 14.0)
    PC1 <= -0.3070439
    PC2 > -0.3597415
    PC18 <= -0.4683644
    PC22 > 2.148456
    PC46 > -1.308755
    PC98 <= 0.2488463
    ->  class 0\|3  [0.978]

Rule 0/82: (41, lift 14.0)
    PC1 <= -0.3070439
    PC2 > -0.3597415
    PC15 <= 0.1087952
    PC18 > -1.750188
    PC18 <= -0.4683644
    PC28 > -2.092532
    PC48 > -0.3274485
    PC56 > 0.1838269
    PC75 > 0.1795085
    PC78 <= 2.210796
    ->  class 0\|3  [0.977]

Rule 0/83: (34, lift 13.9)
    PC1 <= -0.3070439
    PC2 > -0.3597415
    PC18 <= -0.4683644
    PC20 > -3.606491
    PC44 <= 0.9770174
    PC48 > -0.3274485
    PC56 <= 0.1838269
    PC75 > 0.1795085
    PC94 <= 0.5303116
    PC100 > 0.4196316
    ->  class 0\|3  [0.972]

Rule 0/84: (34, lift 13.9)
    PC13 > 7.506931
    PC36 > 1.476349
    ->  class 0\|3  [0.972]

Rule 0/85: (28, lift 13.9)
    PC2 > -0.3597415
    PC13 <= 7.506931
    PC18 <= 2.052136
    PC42 > 1.606127
    PC51 > -0.3373048
    PC84 > -2.63774
    PC95 <= -0.6391228
    ->  class 0\|3  [0.967]

Rule 0/86: (27, lift 13.8)
    PC1 <= -0.3070439
    PC2 > -0.3597415
    PC18 > -0.4683644
    PC47 > 4.410915
    ->  class 0\|3  [0.966]

Rule 0/87: (24, lift 13.8)
    PC2 > -0.3597415
    PC42 > 3.766
    PC51 > -0.3373048
    PC84 > -2.63774
    ->  class 0\|3  [0.962]

Rule 0/88: (120/4, lift 13.7)
    PC1 <= -0.3070439
    PC15 <= 0.1087952
    PC18 <= -0.4683644
    PC48 > -0.3274485
    PC75 > 0.1795085
    PC78 <= 2.210796
    PC94 <= 0.5303116
    PC99 <= -0.3814424
    ->  class 0\|3  [0.959]

Rule 0/89: (36/1, lift 13.6)
    PC13 > 7.506931
    PC18 <= 1.370383
    PC68 <= -0.1824437
    PC84 > -2.63774
    ->  class 0\|3  [0.947]

Rule 0/90: (52/2, lift 13.5)
    PC18 > -1.750188
    PC18 <= -0.4683644
    PC20 <= -3.606491
    ->  class 0\|3  [0.944]

Rule 0/91: (16, lift 13.5)
    PC2 > -0.3597415
    PC2 <= 5.56539
    PC11 > -0.06482229
    PC18 <= -0.4683644
    PC20 > -3.606491
    PC38 <= -0.5062765
    PC75 <= 0.1795085
    PC78 <= 2.210796
    PC98 <= 1.220614
    ->  class 0\|3  [0.944]

Rule 0/92: (14, lift 13.4)
    PC10 > 2.304561
    PC18 > -1.750188
    PC18 <= -0.4683644
    PC26 <= 0.8292276
    PC44 > 0.9770174
    ->  class 0\|3  [0.938]

Rule 0/93: (23/1, lift 13.2)
    PC1 <= -0.3070439
    PC2 > 1.40607
    PC18 > -0.4683644
    PC84 <= -2.63774
    ->  class 0\|3  [0.920]

Rule 0/94: (10, lift 13.1)
    PC3 > -4.73843
    PC13 > 7.506931
    PC18 <= 3.718587
    PC35 > -0.3969824
    PC68 > -0.1824437
    PC69 > -0.6675636
    ->  class 0\|3  [0.917]

Rule 0/95: (8, lift 12.9)
    PC1 <= -0.3070439
    PC2 > -0.3597415
    PC13 > -1.024433
    PC13 <= 7.506931
    PC18 > -0.4683644
    PC18 <= 2.052136
    PC71 > 0.2103852
    PC81 > 1.436011
    ->  class 0\|3  [0.900]

Rule 0/96: (16/1, lift 12.7)
    PC1 <= -0.3070439
    PC2 > -0.3597415
    PC11 <= -0.06482229
    PC18 > -1.750188
    PC18 <= -0.4683644
    PC43 <= 1.773609
    PC44 <= 0.9770174
    PC75 <= 0.1795085
    ->  class 0\|3  [0.889]

Rule 0/97: (16/3, lift 11.1)
    PC1 <= -0.3070439
    PC2 > -0.3597415
    PC18 <= -0.4683644
    PC41 > 0.2630978
    PC44 <= 0.9770174
    PC72 <= -0.3612
    ->  class 0\|3  [0.778]

Rule 0/98: (10/2, lift 10.7)
    PC11 <= -0.07236598
    PC18 <= -2.566521
    PC46 <= -1.308755
    ->  class 0\|3  [0.750]

Rule 0/99: (5/1, lift 10.2)
    PC14 > -1.696286
    PC18 > -0.4683644
    PC20 <= -7.074862
    ->  class 0\|3  [0.714]

Rule 0/100: (1565/509, lift 9.7)
    PC1 <= -0.3070439
    PC2 > -0.3597415
    PC18 <= -1.750188
    PC46 > -1.308755
    ->  class 0\|3  [0.675]

Rule 0/101: (409, lift 14.5)
    PC1 > -0.3070439
    PC2 > -0.3597415
    PC15 <= -3.158463
    PC16 <= -0.6265995
    PC59 <= 0.2982754
    PC79 > -0.125616
    ->  class 1\|0  [0.998]

Rule 0/102: (235, lift 14.5)
    PC1 > -0.3070439
    PC2 > -0.3597415
    PC16 <= -0.6265995
    PC19 > -1.654058
    PC21 > 0.5793239
    PC21 <= 1.737025
    PC59 <= 0.2853933
    PC100 > -1.977608
    ->  class 1\|0  [0.996]

Rule 0/103: (169, lift 14.5)
    PC5 > -8.077663
    PC16 <= -5.252293
    PC46 > -0.6472868
    PC65 > -0.01919863
    ->  class 1\|0  [0.994]

Rule 0/104: (143, lift 14.5)
    PC1 > -0.3070439
    PC2 > -0.3597415
    PC11 <= 1.279259
    PC15 <= -3.158463
    PC16 <= -0.6265995
    PC83 <= -0.003098253
    ->  class 1\|0  [0.993]

Rule 0/105: (136, lift 14.5)
    PC1 > -0.3070439
    PC2 > -0.3597415
    PC16 <= -0.6265995
    PC24 <= 3.063677
    PC47 <= -1.166529
    PC59 <= 0.2558552
    PC60 <= 1.001178
    ->  class 1\|0  [0.993]

Rule 0/106: (142, lift 14.5)
    PC1 > -0.3070439
    PC13 > -0.6868162
    PC16 <= -0.6265995
    PC19 > 2.494776
    PC21 <= 0.5793239
    PC42 <= 1.156377
    PC55 > -0.662703
    PC93 > -0.7267913
    ->  class 1\|0  [0.993]

Rule 0/107: (70, lift 14.4)
    PC1 > -0.3070439
    PC2 > -0.3597415
    PC16 <= -0.6265995
    PC19 > -1.654058
    PC21 <= 0.5793239
    PC80 <= -0.9984035
    ->  class 1\|0  [0.986]

Rule 0/108: (190/2, lift 14.3)
    PC1 > -0.3070439
    PC2 > -0.3597415
    PC14 <= -1.848832
    PC18 > -0.4076831
    PC59 > -0.4169586
    ->  class 1\|0  [0.984]

Rule 0/109: (44, lift 14.3)
    PC1 > -0.3070439
    PC2 > -0.3597415
    PC16 <= -0.6265995
    PC19 > -1.654058
    PC29 <= 0.1615681
    PC60 > 1.001178
    ->  class 1\|0  [0.978]

Rule 0/110: (21, lift 13.9)
    PC1 > -0.3070439
    PC14 <= -1.148291
    PC16 <= 1.05342
    PC29 <= -0.2107319
    ->  class 1\|0  [0.957]

Rule 0/111: (107/9, lift 13.2)
    PC1 > -0.3070439
    PC2 > -0.3597415
    PC7 <= 10.48223
    PC18 > 0.1115837
    PC22 <= 2.469559
    PC62 <= -0.9853907
    PC86 > -2.286996
    ->  class 1\|0  [0.908]

Rule 0/112: (18/1, lift 13.1)
    PC1 > -0.3070439
    PC20 > -0.3088932
    PC24 > 3.063677
    ->  class 1\|0  [0.900]

Rule 0/113: (569/111, lift 11.7)
    PC1 > 3.397695
    PC2 <= -0.3597415
    PC11 <= 1.792143
    PC19 > -0.2747966
    PC44 > -1.914118
    PC44 <= 1.688985
    ->  class 1\|0  [0.804]

Rule 0/114: (15/4, lift 10.3)
    PC1 > -0.3070439
    PC2 > -0.3597415
    PC16 <= -0.6265995
    PC21 <= 0.5793239
    PC49 <= 0.02847519
    PC62 > -0.9853907
    PC97 <= -1.233248
    ->  class 1\|0  [0.706]

Rule 0/115: (54, lift 13.2)
    PC1 > 3.397695
    PC2 <= -0.3597415
    PC10 > 0.9532421
    PC19 > -0.2747966
    PC32 <= 1.907613
    ->  class 1\|1  [0.982]

Rule 0/116: (39, lift 13.1)
    PC1 > 3.397695
    PC6 <= -2.210248
    PC8 > -5.19668
    PC11 > 1.792143
    PC11 <= 7.177605
    PC71 > -0.9431936
    PC82 <= 0.4836491
    ->  class 1\|1  [0.976]

Rule 0/117: (74/1, lift 13.1)
    PC2 <= -0.3597415
    PC7 <= -5.659957
    PC11 <= 1.792143
    PC24 <= -2.494293
    PC44 > -1.914118
    ->  class 1\|1  [0.974]

Rule 0/118: (65/1, lift 13.0)
    PC1 > 6.82987
    PC4 > -0.5932539
    PC11 <= 1.792143
    PC19 <= -0.2747966
    PC44 > -1.914118
    PC44 <= 1.688985
    ->  class 1\|1  [0.970]

Rule 0/119: (29, lift 13.0)
    PC1 > 3.397695
    PC2 <= -0.3597415
    PC19 > -0.2747966
    PC56 > -0.09367753
    PC86 > 0.5252105
    ->  class 1\|1  [0.968]

Rule 0/120: (23, lift 12.9)
    PC15 > -3.158463
    PC16 <= -5.252293
    PC46 <= -0.6472868
    ->  class 1\|1  [0.960]

Rule 0/121: (15, lift 12.6)
    PC2 <= -0.3597415
    PC7 > -5.659957
    PC11 <= 1.792143
    PC43 <= -1.725613
    PC44 > -1.914118
    PC47 > 1.711595
    ->  class 1\|1  [0.941]

Rule 0/122: (11, lift 12.4)
    PC6 > 9.260503
    PC80 > 1.678628
    ->  class 1\|1  [0.923]

Rule 0/123: (8, lift 12.1)
    PC1 > 3.397695
    PC8 > -5.19668
    PC11 > 1.792143
    PC12 > 1.363193
    ->  class 1\|1  [0.900]

Rule 0/124: (6, lift 11.8)
    PC1 > -0.3070439
    PC2 > -0.3597415
    PC15 <= -3.158463
    PC16 <= -0.6265995
    PC59 > 0.2982754
    PC83 > -0.003098253
    ->  class 1\|1  [0.875]

Rule 0/125: (4064/2838, lift 4.1)
    PC1 > -0.3070439
    PC2 > -0.3597415
    ->  class 1\|1  [0.302]

Rule 0/126: (1168/986, lift 2.1)
    PC2 > -0.3597415
    PC2 <= 1.40607
    PC4 > 0.2359525
    ->  class 1\|1  [0.156]

Rule 0/127: (182, lift 14.2)
    PC2 > -0.3597415
    PC5 <= -5.964991
    PC16 > 1.05342
    PC84 > -0.1487194
    ->  class 1\|2  [0.995]

Rule 0/128: (176, lift 14.2)
    PC1 > -0.3070439
    PC2 > -0.3597415
    PC14 > -1.848832
    PC15 <= 4.136679
    PC16 > 1.05342
    PC25 > -0.6920942
    PC29 > -0.4518729
    PC43 > -0.4694491
    PC73 > -0.4265494
    PC80 > -1.360059
    PC100 > 0.3512199
    ->  class 1\|2  [0.994]

Rule 0/129: (295/1, lift 14.2)
    PC1 > -0.3070439
    PC2 > -0.3597415
    PC5 > 2.990929
    PC14 > -1.848832
    PC16 > 1.05342
    PC21 <= 0.5938643
    ->  class 1\|2  [0.993]

Rule 0/130: (121, lift 14.2)
    PC3 > 8.789229
    PC16 > 1.05342
    PC67 <= 0.2928944
    PC100 <= 0.3512199
    ->  class 1\|2  [0.992]

Rule 0/131: (112, lift 14.2)
    PC1 > 3.397695
    PC6 > -2.210248
    PC11 > 1.792143
    PC12 <= 1.363193
    PC13 <= -0.03395761
    ->  class 1\|2  [0.991]

Rule 0/132: (103, lift 14.1)
    PC1 > -0.3070439
    PC2 > -0.3597415
    PC14 > -1.848832
    PC16 > 1.05342
    PC33 > -0.4174343
    PC60 <= -0.9345402
    ->  class 1\|2  [0.990]

Rule 0/133: (78, lift 14.1)
    PC8 > 1.821823
    PC16 > 1.05342
    PC21 <= 0.5938643
    PC46 <= 0.4348889
    ->  class 1\|2  [0.988]

Rule 0/134: (214/2, lift 14.1)
    PC2 > -0.3597415
    PC6 <= -4.412595
    PC15 > -1.768461
    PC16 > 1.05342
    ->  class 1\|2  [0.986]

Rule 0/135: (146/1, lift 14.1)
    PC1 > -0.3070439
    PC2 > -0.3597415
    PC14 > -1.848832
    PC15 <= 4.136679
    PC16 > 1.05342
    PC25 > -0.6920942
    PC29 > -0.4518729
    PC35 > -0.2076501
    PC43 > -0.4694491
    PC100 > 0.3512199
    ->  class 1\|2  [0.986]

Rule 0/136: (65, lift 14.1)
    PC1 > 3.397695
    PC6 > -2.210248
    PC33 > 0.9249888
    PC79 <= 0.5068917
    ->  class 1\|2  [0.985]

Rule 0/137: (56, lift 14.0)
    PC1 > -0.3070439
    PC14 > -1.848832
    PC16 > -0.6265995
    PC29 > -0.4518729
    PC70 > 0.6210412
    PC100 > 0.3512199
    ->  class 1\|2  [0.983]

Rule 0/138: (53, lift 14.0)
    PC1 > -0.3070439
    PC16 > -0.6265995
    PC70 > 0.9465385
    ->  class 1\|2  [0.982]

Rule 0/139: (50, lift 14.0)
    PC1 > 3.397695
    PC11 <= 1.792143
    PC44 <= -1.914118
    ->  class 1\|2  [0.981]

Rule 0/140: (49, lift 14.0)
    PC2 <= -0.3597415
    PC7 <= -5.659957
    PC11 <= 1.792143
    PC24 > -2.494293
    ->  class 1\|2  [0.980]

Rule 0/141: (179/3, lift 14.0)
    PC1 > -0.3070439
    PC2 > -0.3597415
    PC10 > -0.07210828
    PC14 > -1.848832
    PC14 <= 0.8214871
    PC16 > -0.6265995
    PC16 <= 1.05342
    PC17 > -0.9400955
    PC21 <= -0.3580565
    PC29 > -0.2107319
    ->  class 1\|2  [0.978]

Rule 0/142: (133/2, lift 14.0)
    PC1 > -0.3070439
    PC2 > -0.3597415
    PC10 > -0.07210828
    PC14 <= 0.8214871
    PC16 > -0.6265995
    PC16 <= 1.05342
    PC29 > -0.2107319
    PC63 <= -0.4591177
    PC65 > -0.3348706
    PC94 <= 1.13516
    ->  class 1\|2  [0.978]

Rule 0/143: (43, lift 14.0)
    PC1 > -0.3070439
    PC2 > -0.3597415
    PC10 > -0.07210828
    PC16 > -0.6265995
    PC21 > -0.3580565
    PC29 > -0.2107319
    PC36 <= -0.1896959
    PC63 > -0.4591177
    ->  class 1\|2  [0.978]

Rule 0/144: (87/1, lift 14.0)
    PC1 > -0.3070439
    PC8 <= 1.821823
    PC16 > 1.05342
    PC23 > 2.321732
    PC100 <= 0.3512199
    ->  class 1\|2  [0.978]

Rule 0/145: (164/3, lift 13.9)
    PC1 > 3.397695
    PC2 <= -2.2027
    PC6 > -2.210248
    PC8 > -5.19668
    PC11 > 1.792143
    PC22 > -4.430267
    PC71 > -0.9431936
    PC79 <= 0.5068917
    ->  class 1\|2  [0.976]

Rule 0/146: (39, lift 13.9)
    PC1 > -0.3070439
    PC2 > -0.3597415
    PC16 > 1.05342
    PC95 > 0.2708533
    PC100 > -0.002076778
    PC100 <= 0.3512199
    ->  class 1\|2  [0.976]

Rule 0/147: (27, lift 13.8)
    PC2 > -0.3597415
    PC13 <= 0.1033681
    PC16 <= -0.6265995
    PC19 <= -1.654058
    ->  class 1\|2  [0.966]

Rule 0/148: (21, lift 13.7)
    PC1 <= -0.3070439
    PC3 > 1.640775
    PC16 > -2.320907
    ->  class 1\|2  [0.957]

Rule 0/149: (39/1, lift 13.6)
    PC1 <= 3.397695
    PC2 > -1.263294
    PC2 <= -0.3597415
    PC6 > 9.260503
    PC58 > 0.3930865
    PC80 <= 1.678628
    ->  class 1\|2  [0.951]

Rule 0/150: (18, lift 13.6)
    PC1 <= 3.397695
    PC2 <= -0.3597415
    PC6 > 9.260503
    PC38 > 0.05432967
    ->  class 1\|2  [0.950]

Rule 0/151: (16, lift 13.5)
    PC1 > -0.3070439
    PC2 > -0.3597415
    PC16 <= -0.6265995
    PC42 > 1.156377
    PC80 > -0.9984035
    PC92 > 0.147309
    ->  class 1\|2  [0.944]

Rule 0/152: (359/41, lift 12.6)
    PC1 > -0.3070439
    PC2 > -0.3597415
    PC14 > -1.848832
    PC16 > 1.05342
    PC55 > 0.368111
    ->  class 1\|2  [0.884]

Rule 0/153: (6, lift 12.5)
    PC1 > 3.397695
    PC6 <= -2.210248
    PC8 > -5.19668
    PC11 > 7.177605
    ->  class 1\|2  [0.875]

Rule 0/154: (9/1, lift 11.7)
    PC1 > -0.3070439
    PC1 <= 0.7463506
    PC16 > -5.252293
    PC16 <= -0.6265995
    PC21 <= 0.5793239
    PC93 <= -0.7267913
    ->  class 1\|2  [0.818]

Rule 0/155: (507/1, lift 20.9)
    PC1 > -0.3070439
    PC2 > -0.3597415
    PC3 <= 8.789229
    PC5 > -5.964991
    PC5 <= 2.990929
    PC8 <= 1.821823
    PC16 > 1.05342
    PC17 > -1.147186
    PC60 > -0.9345402
    PC70 <= 0.9465385
    PC100 <= -0.002076778
    ->  class 1\|3  [0.996]

Rule 0/156: (31, lift 20.4)
    PC2 > -1.263294
    PC2 <= -0.3597415
    PC6 > 9.260503
    PC38 <= 0.05432967
    PC58 <= 0.3930865
    ->  class 1\|3  [0.970]

Rule 0/157: (29, lift 20.4)
    PC1 > -0.3070439
    PC2 > -0.3597415
    PC14 > 0.8214871
    PC16 <= 1.05342
    ->  class 1\|3  [0.968]

Rule 0/158: (28, lift 20.3)
    PC1 > -0.3070439
    PC2 > -0.3597415
    PC5 <= 2.990929
    PC46 > 0.4348889
    PC55 > 0.4786824
    PC100 <= 0.3512199
    ->  class 1\|3  [0.967]

Rule 0/159: (49/1, lift 20.2)
    PC1 > 3.397695
    PC2 > -2.2027
    PC2 <= -0.3597415
    PC11 > 1.792143
    PC13 > -0.03395761
    PC33 <= 0.9249888
    ->  class 1\|3  [0.961]

Rule 0/160: (13, lift 19.6)
    PC1 > 3.397695
    PC2 <= -0.3597415
    PC8 > -5.19668
    PC11 > 1.792143
    PC79 > 0.5068917
    ->  class 1\|3  [0.933]

Rule 0/161: (25/2, lift 18.7)
    PC1 > -0.3070439
    PC2 > -0.3597415
    PC10 > -0.981194
    PC10 <= -0.07210828
    PC15 > -1.47492
    PC16 > -0.6265995
    PC16 <= 1.05342
    PC21 <= 0.5938643
    PC49 <= 0.02529402
    ->  class 1\|3  [0.889]

Rule 0/162: (5, lift 18.0)
    PC11 > 1.792143
    PC22 <= -4.430267
    ->  class 1\|3  [0.857]

Rule 0/163: (3, lift 16.8)
    PC1 <= 3.397695
    PC2 <= -0.3597415
    PC7 <= -3.873923
    PC28 > 0.0467756
    ->  class 1\|3  [0.800]

Rule 0/164: (7/2, lift 14.0)
    PC1 > -0.3070439
    PC2 > -0.3597415
    PC21 > 0.5793239
    PC100 <= -1.977608
    ->  class 1\|3  [0.667]

Rule 0/165: (1182/440, lift 13.2)
    PC1 > -0.3070439
    PC2 > -0.3597415
    PC5 <= 2.990929
    PC14 > -1.848832
    PC16 > 1.05342
    ->  class 1\|3  [0.628]

Rule 0/166: (118/45, lift 13.0)
    PC1 > -0.3070439
    PC2 > -0.3597415
    PC16 > -0.6265995
    PC21 > 0.5938643
    ->  class 1\|3  [0.617]

Rule 0/167: (976, lift 10.3)
    PC7 > 0.615802
    PC8 > 0.4571002
    PC17 > -0.2147705
    PC18 > -0.390166
    PC19 <= -0.2471799
    PC20 <= -0.1114585
    PC30 <= 0.1586158
    PC60 > -0.4210835
    PC63 <= 0.08118203
    PC74 > -0.5773699
    ->  class 2\|0  [0.999]

Rule 0/168: (552, lift 10.2)
    PC7 > 0.615802
    PC8 > 0.4571002
    PC11 > -0.9598376
    PC20 <= -0.1114585
    PC45 <= -0.1791222
    PC62 <= 0.8131595
    ->  class 2\|0  [0.998]

Rule 0/169: (1281/2, lift 10.2)
    PC7 > 0.615802
    PC8 > 0.4571002
    PC11 > -0.9598376
    PC18 > -0.390166
    PC20 <= -0.1114585
    PC33 <= 0.4255126
    PC46 <= 1.24974
    PC60 > -0.4210835
    PC62 <= 0.8131595
    PC63 <= 0.08118203
    PC74 > -0.5773699
    PC75 <= 0.2797736
    ->  class 2\|0  [0.998]

Rule 0/170: (518/1, lift 10.2)
    PC2 <= -0.3597415
    PC8 > 1.515445
    PC10 <= -0.263589
    PC30 <= -0.1373245
    PC50 > -0.0342598
    PC65 <= 0.7111267
    ->  class 2\|0  [0.996]

Rule 0/171: (185, lift 10.2)
    PC1 <= 3.397695
    PC8 > 0.4571002
    PC10 <= 0.08149085
    PC19 <= -1.753378
    PC65 <= 0.7111267
    PC97 > 0.094015
    ->  class 2\|0  [0.995]

Rule 0/172: (1471/8, lift 10.2)
    PC8 > 2.930057
    PC11 > -0.9598376
    PC18 > -0.390166
    PC20 <= -0.1114585
    PC46 <= 1.24974
    PC60 > -0.4210835
    PC62 <= 0.8131595
    PC74 > -0.5773699
    ->  class 2\|0  [0.994]

Rule 0/173: (493/2, lift 10.2)
    PC2 <= -0.3597415
    PC8 > 3.122021
    PC20 <= 0.004934375
    PC68 > 1.322161
    ->  class 2\|0  [0.994]

Rule 0/174: (105, lift 10.2)
    PC2 <= -0.3597415
    PC8 > 1.188282
    PC10 <= 0.06332093
    PC18 > 0.1033287
    PC20 <= -0.1114585
    PC56 <= -0.2355017
    ->  class 2\|0  [0.991]

Rule 0/175: (102, lift 10.2)
    PC2 <= -0.3597415
    PC7 > 0.615802
    PC8 > 0.4571002
    PC17 > 0.2915967
    PC20 <= -0.1114585
    PC29 <= 0.00136477
    PC62 <= 0.8131595
    PC74 > -0.5773699
    PC89 <= 0.5577379
    ->  class 2\|0  [0.990]

Rule 0/176: (161/1, lift 10.1)
    PC8 > 6.538749
    PC20 <= -0.1114585
    ->  class 2\|0  [0.988]

Rule 0/177: (82, lift 10.1)
    PC2 <= -0.3597415
    PC8 > 0.4571002
    PC10 <= 0.008094035
    PC20 > -0.1114585
    PC56 <= 0.08569488
    PC65 > 0.7111267
    PC71 > 0.2975118
    PC81 <= -0.1713752
    ->  class 2\|0  [0.988]

Rule 0/178: (375/4, lift 10.1)
    PC2 <= -0.3597415
    PC8 > 1.188282
    PC10 <= 0.06332093
    PC20 <= -0.1114585
    PC35 > -0.0008620777
    PC56 <= -0.2355017
    ->  class 2\|0  [0.987]

Rule 0/179: (212/2, lift 10.1)
    PC1 <= 3.397695
    PC8 > 0.4571002
    PC19 <= -1.753378
    PC63 <= -0.2333663
    ->  class 2\|0  [0.986]

Rule 0/180: (42/1, lift 9.8)
    PC1 <= -0.3070439
    PC2 > -0.3597415
    PC2 <= 1.40607
    PC8 > 1.29526
    ->  class 2\|0  [0.955]

Rule 0/181: (32/1, lift 9.7)
    PC1 > 3.397695
    PC2 <= -0.3597415
    PC11 <= 1.792143
    PC44 > 1.688985
    PC71 > -0.7803868
    ->  class 2\|0  [0.941]

Rule 0/182: (7, lift 9.1)
    PC1 > -0.3070439
    PC2 > -0.3597415
    PC16 <= -0.6265995
    PC21 > 1.737025
    ->  class 2\|0  [0.889]

Rule 0/183: (13/1, lift 8.9)
    PC1 <= 3.397695
    PC8 > 1.515445
    PC19 <= -1.527942
    PC20 > -0.1114585
    PC100 <= -0.8152219
    ->  class 2\|0  [0.867]

Rule 0/184: (10/1, lift 8.6)
    PC2 <= -0.3597415
    PC8 > 0.4571002
    PC8 <= 1.515445
    PC20 > -0.1114585
    PC44 > 0.7256172
    PC83 <= -0.4805476
    ->  class 2\|0  [0.833]

Rule 0/185: (119, lift 9.1)
    PC7 > 0.615802
    PC8 > 0.4571002
    PC8 <= 6.538749
    PC15 > -1.100384
    PC20 <= -0.1114585
    PC62 > 0.8131595
    ->  class 2\|1  [0.992]

Rule 0/186: (99/1, lift 9.0)
    PC1 <= 3.397695
    PC2 <= -0.3597415
    PC7 > 0.615802
    PC8 > 0.4571002
    PC17 <= -0.2147705
    PC33 <= 0.4255126
    PC60 > -0.4210835
    PC75 > 0.2797736
    ->  class 2\|1  [0.980]

Rule 0/187: (24, lift 8.9)
    PC1 <= 3.397695
    PC2 <= -0.3597415
    PC8 > -0.6175917
    PC8 <= 0.4571002
    PC11 > 1.697124
    PC22 > 0.2031495
    PC57 > 0.007110065
    ->  class 2\|1  [0.962]

Rule 0/188: (23, lift 8.9)
    PC1 <= 3.397695
    PC2 <= -0.3597415
    PC8 > -0.5021535
    PC8 <= 0.4571002
    PC30 > 0.3841871
    PC57 > 0.007110065
    PC77 <= 0.02592595
    ->  class 2\|1  [0.960]

Rule 0/189: (91/3, lift 8.8)
    PC2 <= -9.236844
    ->  class 2\|1  [0.957]

Rule 0/190: (17, lift 8.7)
    PC2 <= -0.3597415
    PC8 > 0.4571002
    PC15 > 1.343751
    PC20 <= -0.1114585
    PC33 > 0.4255126
    PC63 <= 0.08118203
    ->  class 2\|1  [0.947]

Rule 0/191: (28/1, lift 8.6)
    PC1 <= 3.397695
    PC8 > -2.289896
    PC11 > 1.697124
    PC57 > 0.007110065
    PC76 <= -0.9172926
    ->  class 2\|1  [0.933]

Rule 0/192: (13, lift 8.6)
    PC1 > 3.397695
    PC6 <= -2.210248
    PC11 > 1.792143
    PC11 <= 7.177605
    PC82 > 0.4836491
    ->  class 2\|1  [0.933]

Rule 0/193: (13, lift 8.6)
    PC1 <= -0.3070439
    PC2 > -0.3597415
    PC2 <= 1.40607
    PC4 <= 0.2359525
    PC8 > -0.1898261
    PC8 <= 1.29526
    ->  class 2\|1  [0.933]

Rule 0/194: (12, lift 8.6)
    PC1 <= 3.397695
    PC2 <= -0.3597415
    PC8 > -2.289896
    PC8 <= 0.4571002
    PC41 <= 4.830282
    PC56 > 1.39727
    ->  class 2\|1  [0.929]

Rule 0/195: (6, lift 8.1)
    PC2 <= -0.3597415
    PC34 > -0.5070603
    PC52 > -0.05859255
    PC57 <= 0.007110065
    PC64 <= -0.1247106
    PC92 <= -1.363645
    ->  class 2\|1  [0.875]

Rule 0/196: (20/2, lift 8.0)
    PC1 <= 3.397695
    PC2 <= -0.3597415
    PC8 > -0.5021535
    PC8 <= 0.4571002
    PC44 <= 0.4781069
    PC57 > 0.007110065
    PC95 <= -0.1373784
    ->  class 2\|1  [0.864]

Rule 0/197: (4, lift 7.7)
    PC1 > 3.397695
    PC11 <= 1.792143
    PC44 > 1.688985
    PC71 <= -0.7803868
    ->  class 2\|1  [0.833]

Rule 0/198: (20/5, lift 6.7)
    PC1 <= 3.397695
    PC2 <= -0.3597415
    PC6 <= 9.260503
    PC8 > -2.289896
    PC8 <= 0.4571002
    PC19 > -2.444572
    PC34 <= -0.5070603
    PC98 > -0.7214042
    ->  class 2\|1  [0.727]

Rule 0/199: (4035/2030, lift 4.6)
    PC1 <= 3.397695
    PC2 <= -0.3597415
    PC8 > 0.4571002
    ->  class 2\|1  [0.497]

Rule 0/200: (780/4, lift 12.6)
    PC1 <= 3.397695
    PC2 > -9.236844
    PC2 <= -0.3597415
    PC6 <= 9.260503
    PC8 > -2.289896
    PC8 <= 0.05177427
    PC14 > -1.507667
    PC19 > -2.444572
    PC33 <= 0.499258
    PC34 > -0.5070603
    PC55 > -0.4595934
    PC57 <= 0.007110065
    PC64 > -0.1247106
    PC100 <= 1.802283
    ->  class 2\|2  [0.994]

Rule 0/201: (451/3, lift 12.5)
    PC1 <= 3.397695
    PC2 <= -0.3597415
    PC8 > -2.289896
    PC8 <= 0.4571002
    PC9 <= 1.066673
    PC19 > -0.1329246
    PC55 > -0.4595934
    PC57 <= 0.007110065
    PC77 <= 0.02254479
    PC100 <= 1.802283
    ->  class 2\|2  [0.991]

Rule 0/202: (83, lift 12.5)
    PC1 <= 3.397695
    PC2 <= -0.3597415
    PC22 <= -0.871445
    PC40 <= -1.621447
    ->  class 2\|2  [0.988]

Rule 0/203: (683/8, lift 12.5)
    PC1 <= 3.397695
    PC2 > -9.236844
    PC2 <= -0.3597415
    PC6 <= 9.260503
    PC8 > -2.289896
    PC8 <= 0.4571002
    PC19 > -2.444572
    PC34 > -0.5070603
    PC56 <= 1.39727
    PC57 <= 0.007110065
    PC63 > 0.1401561
    PC100 <= 2.807241
    ->  class 2\|2  [0.987]

Rule 0/204: (68, lift 12.5)
    PC1 <= -1.637872
    PC8 > -2.289896
    PC8 <= -0.5021535
    PC9 <= 6.427146
    PC16 <= 1.231238
    PC18 > -0.3118297
    PC26 > -1.748131
    PC44 <= 0.1802724
    PC57 > 0.007110065
    PC63 > -0.3672239
    PC76 <= 0.2290151
    PC83 > -0.4800068
    PC85 <= 0.8588063
    ->  class 2\|2  [0.986]

Rule 0/205: (516/7, lift 12.4)
    PC1 <= 3.397695
    PC2 > -9.236844
    PC2 <= -0.3597415
    PC6 <= 9.260503
    PC8 > -2.289896
    PC8 <= 0.4571002
    PC30 > 0.01231559
    PC33 <= 0.499258
    PC55 > -0.4595934
    PC56 <= 1.39727
    PC57 <= 0.007110065
    PC64 > -0.1247106
    ->  class 2\|2  [0.985]

Rule 0/206: (66, lift 12.5)
    PC1 <= 3.397695
    PC2 <= -0.3597415
    PC8 > -2.289896
    PC8 <= 0.4571002
    PC9 > 1.066673
    PC34 > -0.5070603
    PC52 <= -0.05859255
    PC57 <= 0.007110065
    ->  class 2\|2  [0.985]

Rule 0/207: (54, lift 12.4)
    PC1 <= 3.397695
    PC2 <= -0.3597415
    PC8 > -2.289896
    PC8 <= 0.4571002
    PC19 > -0.1329246
    PC33 <= 0.499258
    PC34 > -0.5070603
    PC56 <= 1.39727
    PC57 <= 0.007110065
    PC77 > 0.9102569
    PC100 <= 2.807241
    ->  class 2\|2  [0.982]

Rule 0/208: (100/1, lift 12.4)
    PC2 <= -0.3597415
    PC8 > -2.289896
    PC8 <= -0.6175917
    PC9 > 1.95957
    PC11 > 1.697124
    PC17 > -1.618935
    PC89 <= 0.1514708
    ->  class 2\|2  [0.980]

Rule 0/209: (35, lift 12.3)
    PC1 <= -2.453526
    PC8 > -2.289896
    PC8 <= -0.5021535
    PC11 <= 1.697124
    PC44 <= 0.1802724
    PC52 <= -0.01397391
    PC57 > 0.007110065
    PC63 > -0.3672239
    PC74 <= 1.208223
    ->  class 2\|2  [0.973]

Rule 0/210: (32, lift 12.3)
    PC1 <= 3.397695
    PC2 <= -0.3597415
    PC8 <= 0.4571002
    PC22 <= -2.376222
    PC59 > -0.1782572
    ->  class 2\|2  [0.971]

Rule 0/211: (29, lift 12.2)
    PC1 <= 3.397695
    PC2 <= -0.3597415
    PC8 > -0.5021535
    PC8 <= 0.4571002
    PC11 <= 1.697124
    PC30 <= 0.3841871
    PC34 > 0.08341032
    PC44 <= 0.4781069
    PC57 > 0.007110065
    PC60 <= 1.389842
    PC95 > -0.1373784
    ->  class 2\|2  [0.968]

Rule 0/212: (44/1, lift 12.1)
    PC1 <= 3.397695
    PC2 <= -0.3597415
    PC8 > 0.4571002
    PC8 <= 1.515445
    PC20 > -0.1114585
    PC44 <= 0.7256172
    PC56 > 0.6714163
    PC60 <= -0.07447378
    ->  class 2\|2  [0.957]

Rule 0/213: (41/1, lift 12.1)
    PC1 <= 3.397695
    PC2 <= -0.3597415
    PC8 > 0.4571002
    PC8 <= 1.515445
    PC22 <= -0.7472522
    PC44 <= 0.7256172
    PC55 <= 0.4035199
    PC77 <= -0.2228369
    ->  class 2\|2  [0.953]

Rule 0/214: (377/17, lift 12.0)
    PC1 <= 3.397695
    PC2 > -9.236844
    PC2 <= -0.3597415
    PC6 <= 9.260503
    PC8 > -2.289896
    PC8 <= 0.4571002
    PC56 <= 1.39727
    PC57 <= 0.007110065
    PC60 <= 0.03621237
    PC92 > 0.09599622
    PC100 <= 2.807241
    ->  class 2\|2  [0.953]

Rule 0/215: (14, lift 11.9)
    PC1 <= 3.397695
    PC2 <= -0.3597415
    PC8 > 0.4571002
    PC8 <= 1.515445
    PC19 > 2.766256
    PC20 > -0.1114585
    PC44 <= 0.7256172
    PC55 <= 0.4035199
    ->  class 2\|2  [0.938]

Rule 0/216: (93/5, lift 11.8)
    PC8 > -2.289896
    PC8 <= -0.6175917
    PC9 > 1.95957
    PC11 > 1.697124
    PC17 > -1.618935
    PC96 > -0.152701
    ->  class 2\|2  [0.937]

Rule 0/217: (12, lift 11.7)
    PC8 > 0.4571002
    PC8 <= 1.515445
    PC20 > -0.1114585
    PC65 <= 0.7111267
    PC77 <= -0.2228369
    PC90 <= -0.3627206
    ->  class 2\|2  [0.929]

Rule 0/218: (178/12, lift 11.7)
    PC1 <= 3.397695
    PC2 <= -0.3597415
    PC8 > -3.395087
    PC8 <= 0.4571002
    PC18 > -0.4932421
    PC19 > -2.424658
    PC39 > 0.3463318
    PC44 <= 0.7851745
    PC53 > 0.1014065
    PC79 > -0.4230568
    ->  class 2\|2  [0.928]

Rule 0/219: (38/2, lift 11.7)
    PC1 <= 3.397695
    PC2 <= -0.3597415
    PC8 > -0.6175917
    PC8 <= 0.4571002
    PC11 > 1.697124
    PC22 <= 0.2031495
    PC76 > -0.9172926
    ->  class 2\|2  [0.925]

Rule 0/220: (38/2, lift 11.7)
    PC1 <= 3.397695
    PC2 <= -0.3597415
    PC8 > 0.4571002
    PC8 <= 1.515445
    PC20 > 0.3861404
    PC65 <= 0.7111267
    ->  class 2\|2  [0.925]

Rule 0/221: (37/2, lift 11.7)
    PC8 <= 0.4571002
    PC9 > 14.12191
    PC79 > -0.4230568
    ->  class 2\|2  [0.923]

Rule 0/222: (69/6, lift 11.4)
    PC1 <= 3.397695
    PC8 <= 0.4571002
    PC19 > 2.487402
    PC28 > 0.0467756
    PC44 <= 0.7851745
    PC48 > -0.5683556
    PC79 > -0.4230568
    ->  class 2\|2  [0.901]

Rule 0/223: (8, lift 11.4)
    PC1 <= 3.397695
    PC8 > 0.4571002
    PC8 <= 2.272961
    PC19 > -1.753378
    PC20 > -0.1114585
    PC41 <= -0.4702227
    PC60 <= -0.8257766
    PC70 <= 0.2858294
    PC76 <= -0.1302606
    ->  class 2\|2  [0.900]

Rule 0/224: (27/2, lift 11.3)
    PC2 <= -1.326856
    PC8 > -3.395087
    PC8 <= 0.4571002
    PC28 <= 0.0467756
    PC30 > -0.4182073
    PC39 <= 0.3463318
    PC44 <= 0.7851745
    PC79 > -0.4230568
    PC89 <= -0.8603039
    ->  class 2\|2  [0.897]

Rule 0/225: (74/7, lift 11.3)
    PC1 <= 3.397695
    PC2 <= -0.3597415
    PC8 > 0.4571002
    PC8 <= 1.515445
    PC44 <= 0.7256172
    PC55 > 0.4035199
    PC88 <= 0.2023972
    PC91 > -0.1380695
    ->  class 2\|2  [0.895]

Rule 0/226: (5, lift 10.8)
    PC2 <= -0.3597415
    PC8 > -2.289896
    PC8 <= 0.4571002
    PC71 > 11.85997
    ->  class 2\|2  [0.857]

Rule 0/227: (5, lift 10.8)
    PC1 <= 3.397695
    PC8 > 1.515445
    PC8 <= 2.272961
    PC20 > -0.1114585
    PC70 > 0.2858294
    PC82 > 0.1980943
    ->  class 2\|2  [0.857]

Rule 0/228: (12/2, lift 9.9)
    PC1 <= 3.397695
    PC2 <= -0.3597415
    PC7 <= 0.615802
    PC8 > 0.4571002
    PC8 <= 1.188282
    PC20 <= -0.1114585
    PC68 > -0.5872942
    PC75 <= 0.8384102
    PC80 <= -0.1206306
    ->  class 2\|2  [0.786]

Rule 0/229: (517, lift 7.3)
    PC2 <= -0.3597415
    PC8 <= -3.395087
    PC11 > -3.734808
    PC15 > -0.2527221
    PC19 > -2.424658
    PC28 <= 0.0467756
    PC44 <= 0.7851745
    PC79 > -0.4230568
    ->  class 2\|3  [0.998]

Rule 0/230: (66/1, lift 7.1)
    PC1 <= -1.637872
    PC8 > -2.289896
    PC8 <= -0.5021535
    PC11 <= 1.697124
    PC26 > -1.748131
    PC52 > -0.01397391
    PC57 > 0.007110065
    PC76 > 0.2290151
    PC89 <= 0.4493073
    ->  class 2\|3  [0.971]

Rule 0/231: (31, lift 7.1)
    PC1 <= 3.397695
    PC2 <= -0.3597415
    PC17 > 0.5748848
    PC33 <= 0.499258
    PC34 > -0.5070603
    PC55 > -0.4595934
    PC100 > 1.802283
    ->  class 2\|3  [0.970]

Rule 0/232: (124/3, lift 7.1)
    PC1 <= 3.397695
    PC2 <= -0.3597415
    PC6 <= 9.260503
    PC16 > 1.231238
    PC22 <= 1.345863
    PC57 > 0.007110065
    ->  class 2\|3  [0.968]

Rule 0/233: (23, lift 7.1)
    PC1 <= 3.397695
    PC2 > -9.236844
    PC2 <= -0.3597415
    PC8 <= 0.4571002
    PC33 > 0.499258
    PC34 > -0.5070603
    PC57 <= 0.007110065
    PC63 <= 0.1401561
    ->  class 2\|3  [0.960]

Rule 0/234: (22/1, lift 6.7)
    PC1 <= 3.397695
    PC2 <= -0.3597415
    PC6 <= 9.260503
    PC8 <= 0.4571002
    PC34 > -0.5070603
    PC55 <= -0.4595934
    PC56 <= 1.39727
    PC57 <= 0.007110065
    PC62 <= 0.3660237
    ->  class 2\|3  [0.917]

Rule 0/235: (10552/7845, lift 1.9)
    PC2 <= -0.3597415
    ->  class 2\|3  [0.257]

Rule 0/236: (336, lift 18.0)
    PC1 <= 3.397695
    PC2 <= -0.3597415
    PC11 <= -4.017443
    PC22 > -1.018361
    ->  class 2\|4  [0.997]

Rule 0/237: (280/1, lift 18.0)
    PC1 <= 3.397695
    PC2 <= -0.3597415
    PC6 <= 9.260503
    PC8 <= 0.4571002
    PC19 <= -2.424658
    PC39 <= -0.312988
    ->  class 2\|4  [0.993]

Rule 0/238: (124, lift 17.9)
    PC1 <= 3.397695
    PC8 <= -2.289896
    PC19 <= -2.424658
    PC22 > -1.647751
    PC73 > 0.2072666
    PC94 <= 0.8051957
    ->  class 2\|4  [0.992]

Rule 0/239: (456/3, lift 17.9)
    PC1 <= 3.397695
    PC2 <= -0.3597415
    PC8 <= -2.289896
    PC18 <= -0.4932421
    PC51 > -0.04658477
    PC86 > -0.5965861
    ->  class 2\|4  [0.991]

Rule 0/240: (108, lift 17.9)
    PC2 <= -0.3597415
    PC8 <= -2.289896
    PC30 <= -0.4182073
    PC43 > -0.2140371
    PC52 <= 0.07999884
    PC93 <= 0.3234102
    PC95 <= 0.06399255
    ->  class 2\|4  [0.991]

Rule 0/241: (108, lift 17.9)
    PC8 <= -2.289896
    PC11 <= -3.734808
    PC19 > -2.424658
    PC22 > -0.7836949
    PC28 <= 0.0467756
    ->  class 2\|4  [0.991]

Rule 0/242: (290/3, lift 17.8)
    PC1 <= 3.397695
    PC2 <= -0.3597415
    PC8 <= -2.289896
    PC37 > -0.2734134
    PC44 > 0.7851745
    PC79 <= -0.1420309
    ->  class 2\|4  [0.986]

Rule 0/243: (144/1, lift 17.8)
    PC2 > -6.124754
    PC2 <= -0.3597415
    PC8 <= -2.289896
    PC19 <= 3.619241
    PC51 > -0.3608181
    PC79 <= -0.4230568
    PC82 <= 0.06476884
    ->  class 2\|4  [0.986]

Rule 0/244: (49, lift 17.7)
    PC1 <= 3.397695
    PC2 <= -0.3597415
    PC8 <= -3.395087
    PC15 <= -0.2527221
    PC50 <= -0.1712258
    PC56 <= -0.5142213
    PC67 > -0.6098943
    ->  class 2\|4  [0.980]

Rule 0/245: (47, lift 17.7)
    PC2 <= -0.3597415
    PC8 <= 0.4571002
    PC28 <= -0.3989087
    PC56 <= -0.1303208
    PC80 <= 1.576537
    ->  class 2\|4  [0.980]

Rule 0/246: (104/2, lift 17.6)
    PC8 <= -2.289896
    PC79 <= -0.4230568
    PC89 <= -0.4004385
    PC98 <= -0.0991594
    ->  class 2\|4  [0.972]

Rule 0/247: (28, lift 17.5)
    PC1 > 3.397695
    PC8 <= -5.19668
    PC14 <= 1.446931
    PC31 > 0.05582681
    ->  class 2\|4  [0.967]

Rule 0/248: (146/4, lift 17.5)
    PC1 <= 3.397695
    PC8 <= -2.289896
    PC18 <= -0.02598331
    PC26 <= 3.431284
    PC36 <= 0.1523443
    PC44 > 0.7851745
    PC95 > -0.09463338
    ->  class 2\|4  [0.966]

Rule 0/249: (22, lift 17.3)
    PC1 <= 3.397695
    PC2 <= -0.3597415
    PC7 <= -1.651298
    PC9 <= 14.12191
    PC18 > -0.02598331
    PC44 > 0.7851745
    ->  class 2\|4  [0.958]

Rule 0/250: (289/25, lift 16.5)
    PC1 <= 3.397695
    PC2 <= -0.3597415
    PC6 <= 9.260503
    PC8 <= -0.5021535
    PC11 <= 1.697124
    PC22 > 1.345863
    ->  class 2\|4  [0.911]

Rule 0/251: (6, lift 15.8)
    PC1 <= -2.669419
    PC8 > -2.289896
    PC8 <= -0.5021535
    PC11 <= 1.697124
    PC29 > 0.3446466
    PC44 > 0.1802724
    PC57 > 0.007110065
    ->  class 2\|4  [0.875]

Default class: 2\|3

-----  Trial 1:  -----

Rules:

Rule 1/1: (6.8, lift 16.9)
    PC7 <= -0.7646611
    PC18 <= 0.7593552
    PC20 > -3.440173
    PC30 > 3.825153
    ->  class 0\|0  [0.887]

Rule 1/2: (36.4/5.3, lift 16.0)
    PC13 > 6.717022
    PC18 > 3.528055
    PC28 <= 3.464059
    PC47 > -1.610874
    PC48 > 0.4095344
    ->  class 0\|0  [0.836]

Rule 1/3: (2328.8/1341.7, lift 8.1)
    PC13 <= 6.717022
    PC18 > 0.7593552
    PC47 > -1.610874
    ->  class 0\|0  [0.424]

Rule 1/4: (99.2/0.8, lift 13.3)
    PC2 > 0.9487218
    PC3 <= 0.9146596
    PC13 <= 6.717022
    PC17 > -0.5461084
    PC21 <= -0.8659161
    PC24 > -2.765275
    PC24 <= 1.552457
    PC62 <= 0.204628
    PC72 <= 1.122934
    PC83 > -1.334977
    ->  class 0\|1  [0.983]

Rule 1/5: (111.4/1.5, lift 13.2)
    PC2 > 0.9487218
    PC7 > -0.7646611
    PC9 > 0.2328518
    PC15 > -0.14554
    PC18 > -1.019176
    PC18 <= 0.7342479
    PC21 > -0.9225383
    PC28 <= -0.05609887
    ->  class 0\|1  [0.978]

Rule 1/6: (41.7, lift 13.2)
    PC2 > 0.9487218
    PC3 <= 0.9146596
    PC18 > 0.7593552
    PC24 <= 1.552457
    PC31 <= -0.2311692
    PC32 <= 0.665044
    PC62 > 0.204628
    PC85 <= 2.068081
    ->  class 0\|1  [0.977]

Rule 1/7: (41.7, lift 13.2)
    PC2 > 0.9487218
    PC13 <= 6.717022
    PC18 > 0.7593552
    PC56 <= 1.148725
    PC83 > -1.334977
    PC85 <= 2.068081
    PC86 > -1.24345
    PC87 > 0.7819136
    ->  class 0\|1  [0.977]

Rule 1/8: (74.2/0.8, lift 13.2)
    PC2 > 0.9487218
    PC18 > 0.7593552
    PC22 > -0.3179235
    PC26 <= 0.6631289
    PC42 > -3.974739
    PC56 > 1.148725
    PC72 <= 1.122934
    PC85 <= 2.068081
    PC86 > -1.24345
    ->  class 0\|1  [0.977]

Rule 1/9: (82.6/1.5, lift 13.1)
    PC2 > 0.9487218
    PC3 <= 0.9146596
    PC10 > -4.023959
    PC13 <= 6.717022
    PC17 <= -0.5461084
    PC18 > 0.7593552
    PC22 > -0.3179235
    PC26 <= 0.6631289
    PC42 > -3.974739
    PC85 <= 2.068081
    ->  class 0\|1  [0.970]

Rule 1/10: (82.6/1.5, lift 13.1)
    PC4 <= -9.220832
    PC18 > 0.7593552
    PC72 <= 1.122934
    PC86 > -1.24345
    ->  class 0\|1  [0.970]

Rule 1/11: (93.9/2.3, lift 13.0)
    PC3 <= 0.9146596
    PC18 > 0.7593552
    PC19 <= 0.01541658
    PC22 > -0.3179235
    PC54 > -1.184697
    PC72 <= 1.122934
    PC81 <= -0.5181988
    PC83 > -1.334977
    PC86 > -1.24345
    PC99 <= 0.7030664
    ->  class 0\|1  [0.966]

Rule 1/12: (26.5, lift 13.0)
    PC2 > 0.9487218
    PC18 > 0.7593552
    PC22 > -0.3179235
    PC28 <= 3.464059
    PC47 > -1.610874
    PC74 > 2.16664
    PC83 > -1.334977
    PC85 <= 2.068081
    PC86 > -1.24345
    ->  class 0\|1  [0.965]

Rule 1/13: (157.6/4.5, lift 13.0)
    PC11 <= 0.1162271
    PC12 > -1.902986
    PC13 <= 6.717022
    PC18 > 0.7593552
    PC26 > 0.6631289
    PC37 > -2.675227
    PC59 > -3.477911
    PC85 <= 2.068081
    ->  class 0\|1  [0.965]

Rule 1/14: (43.9/0.8, lift 13.0)
    PC2 > 0.9487218
    PC13 <= 6.717022
    PC18 > 0.7593552
    PC26 <= 0.6631289
    PC28 <= 3.464059
    PC32 <= 0.665044
    PC40 <= 2.541167
    PC62 > 0.204628
    PC91 <= -0.5647306
    ->  class 0\|1  [0.962]

Rule 1/15: (187.9/7.6, lift 12.9)
    PC2 > 0.9487218
    PC3 <= 0.9146596
    PC13 <= 6.717022
    PC14 <= 2.554879
    PC17 > -0.4386702
    PC18 > 0.7593552
    PC22 <= -0.3179235
    PC25 > -1.050508
    PC72 <= 1.122934
    PC85 <= 2.068081
    PC99 > -1.035733
    ->  class 0\|1  [0.955]

Rule 1/16: (54.5/3, lift 12.5)
    PC2 > 0.9487218
    PC3 <= 0.9146596
    PC12 > -1.902986
    PC13 <= 6.717022
    PC18 > 0.7593552
    PC19 > 0.01541658
    PC28 <= 3.464059
    PC85 <= 2.068081
    PC86 > -1.24345
    ->  class 0\|1  [0.929]

Rule 1/17: (324.2/23.5, lift 12.5)
    PC8 <= 0.2398475
    PC12 > -1.902986
    PC13 <= 6.717022
    PC18 > 0.7593552
    PC19 <= 0.01541658
    PC22 > -0.3179235
    PC24 > -2.765275
    PC24 <= 1.552457
    PC28 <= 1.703
    PC32 <= 0.665044
    PC40 <= 2.541167
    PC62 <= 0.204628
    PC83 > -1.334977
    PC91 <= 1.02214
    PC92 > -0.1006906
    ->  class 0\|1  [0.925]

Rule 1/18: (40.2/2.3, lift 12.4)
    PC13 > 6.717022
    PC18 > 3.528055
    PC42 > -3.974739
    PC48 <= 0.4095344
    ->  class 0\|1  [0.922]

Rule 1/19: (10.6, lift 12.4)
    PC12 > -1.902986
    PC13 <= 6.717022
    PC17 > -0.5461084
    PC28 <= 3.464059
    PC45 > 1.456985
    PC48 > 0.417758
    PC83 > -1.334977
    ->  class 0\|1  [0.921]

Rule 1/20: (193.2/15.1, lift 12.4)
    PC8 <= 0.2398475
    PC17 > -0.5324239
    PC18 > 0.7593552
    PC19 > -0.1863731
    PC20 > -2.802719
    PC23 > -1.070466
    PC24 > -2.765275
    PC28 <= 1.001587
    PC32 <= 0.665044
    PC40 <= 2.541167
    PC48 <= 0.417758
    PC62 > -1.096633
    PC62 <= 0.204628
    PC81 > -0.5181988
    PC91 <= 1.02214
    PC92 <= -0.1006906
    ->  class 0\|1  [0.917]

Rule 1/21: (81.8/9.1, lift 11.9)
    PC2 > 0.9487218
    PC7 > -0.7646611
    PC9 > 0.2328518
    PC15 > -0.14554
    PC18 > -0.3476959
    PC18 <= 0.7342479
    PC21 > -0.9225383
    PC24 <= 1.647078
    ->  class 0\|1  [0.880]

Rule 1/22: (193.9/22.7, lift 11.9)
    PC2 > 0.9487218
    PC3 <= 0.9146596
    PC7 <= -0.7646611
    PC18 <= 0.7593552
    PC20 > -3.440173
    PC23 > -1.388134
    PC30 <= 3.825153
    PC43 <= 0.4377991
    ->  class 0\|1  [0.879]

Rule 1/23: (13.6/2.3, lift 10.7)
    PC2 > 0.9487218
    PC3 <= 0.9146596
    PC7 > -0.7646611
    PC9 > 0.1680116
    PC9 <= 0.2328518
    PC18 > -1.019176
    PC18 <= 0.7593552
    PC48 > 0.2933482
    ->  class 0\|1  [0.791]

Rule 1/24: (203.8/44.7, lift 10.5)
    PC2 > 0.9487218
    PC3 <= 0.9146596
    PC8 > 0.1004979
    PC18 > -1.019176
    PC18 <= 0.7593552
    ->  class 0\|1  [0.778]

Rule 1/25: (49.2, lift 11.0)
    PC4 <= -8.261679
    PC18 <= -1.019176
    ->  class 0\|2  [0.980]

Rule 1/26: (87.9/0.8, lift 11.0)
    PC2 > 0.9487218
    PC3 <= 0.9146596
    PC7 > -0.7646611
    PC17 <= 0.4771936
    PC31 <= 0.1948286
    PC32 <= -1.405519
    PC39 > -0.8742086
    PC43 <= 1.773609
    PC57 <= 1.396344
    PC69 <= 1.432691
    PC71 <= 0.8589854
    PC93 <= 0.2740548
    ->  class 0\|2  [0.980]

Rule 1/27: (237.9/3.8, lift 10.9)
    PC3 <= 0.9146596
    PC7 > -0.7646611
    PC15 > 0.5658065
    PC18 <= -1.019176
    PC30 > -3.911852
    PC38 <= 0.5187551
    PC91 > -0.7402029
    ->  class 0\|2  [0.980]

Rule 1/28: (144.7/2.3, lift 10.9)
    PC3 <= 0.9146596
    PC18 <= -1.019176
    PC20 > -5.506513
    PC28 <= -1.432887
    PC30 > -3.287082
    PC43 <= 1.773609
    PC54 <= 2.942849
    PC70 <= 2.969519
    PC71 > -0.9894571
    PC78 <= 2.983765
    PC85 <= 1.50973
    PC87 <= 0.5555335
    ->  class 0\|2  [0.978]

Rule 1/29: (112.1/1.5, lift 10.9)
    PC2 > 7.064793
    PC7 > -0.7646611
    PC15 > -1.501741
    PC18 <= -1.019176
    PC31 <= -0.1598446
    PC43 <= 1.773609
    PC71 > -0.9894571
    PC74 <= 0.7704552
    PC75 <= 0.2919352
    ->  class 0\|2  [0.978]

Rule 1/30: (134.9/2.3, lift 10.9)
    PC3 <= 0.9146596
    PC7 > -0.7646611
    PC15 > 0.5658065
    PC18 <= -1.019176
    PC30 > -2.439768
    PC38 <= 0.5187551
    PC75 > -2.550615
    PC89 <= 1.811973
    ->  class 0\|2  [0.976]

Rule 1/31: (38.6, lift 10.9)
    PC2 > 0.9487218
    PC3 <= 0.9146596
    PC17 > 0.4771936
    PC18 <= 0.7593552
    PC31 > -0.1598446
    PC31 <= 0.1948286
    PC34 > -3.30041
    PC43 <= 1.773609
    PC57 <= 1.396344
    PC70 <= 2.969519
    PC78 <= 2.983765
    PC79 <= 1.4804
    ->  class 0\|2  [0.975]

Rule 1/32: (57.6/0.8, lift 10.8)
    PC7 > -0.7646611
    PC7 <= -0.670688
    PC18 <= -1.019176
    PC31 <= 0.1948286
    PC39 > -0.8742086
    PC43 <= 1.773609
    PC71 > -0.9894571
    ->  class 0\|2  [0.970]

Rule 1/33: (30.3, lift 10.8)
    PC2 > 0.9487218
    PC3 <= 0.9146596
    PC7 <= -0.7646611
    PC18 <= 0.7593552
    PC30 <= 3.825153
    PC43 > 0.4377991
    ->  class 0\|2  [0.969]

Rule 1/34: (103/2.3, lift 10.8)
    PC4 <= -6.044755
    PC10 <= -1.097326
    PC18 <= -1.019176
    PC66 > -4.692316
    PC87 > 0.0877539
    PC93 <= 0.2740548
    ->  class 0\|2  [0.969]

Rule 1/35: (30.3, lift 10.8)
    PC2 > 0.9487218
    PC18 > 0.7593552
    PC47 <= -1.610874
    ->  class 0\|2  [0.969]

Rule 1/36: (22.7, lift 10.7)
    PC2 > 0.9487218
    PC7 > -0.7646611
    PC15 > 0.5658065
    PC18 <= 0.7593552
    PC38 > 0.5187551
    PC93 <= -0.4218483
    ->  class 0\|2  [0.960]

Rule 1/37: (22.7, lift 10.7)
    PC1 <= -0.5275379
    PC2 > 0.9487218
    PC11 > 0.1162271
    PC18 > 0.7593552
    PC26 > 0.6631289
    ->  class 0\|2  [0.960]

Rule 1/38: (40.9/0.8, lift 10.7)
    PC2 > 0.9487218
    PC3 <= 0.9146596
    PC15 > -1.501741
    PC27 <= -2.597364
    PC28 > -1.432887
    PC54 <= 2.942849
    PC70 <= 2.969519
    PC78 <= 2.983765
    ->  class 0\|2  [0.959]

Rule 1/39: (109.9/3.8, lift 10.7)
    PC15 > -1.501741
    PC18 <= -1.019176
    PC27 > -2.597364
    PC31 > -0.1598446
    PC31 <= 0.1948286
    PC39 > -0.8742086
    PC61 <= -0.553929
    PC70 <= 2.969519
    PC85 <= 1.50973
    ->  class 0\|2  [0.957]

Rule 1/40: (20.5, lift 10.7)
    PC3 <= 0.9146596
    PC18 > -2.051943
    PC18 <= -1.019176
    PC20 > 1.956989
    PC39 > -0.8742086
    PC51 <= 0.6685256
    PC87 <= 0.0877539
    PC93 <= 0.2740548
    ->  class 0\|2  [0.955]

Rule 1/41: (20.5, lift 10.7)
    PC7 > -0.7646611
    PC15 > -1.501741
    PC18 <= -1.019176
    PC31 <= 0.1948286
    PC35 > 0.5734567
    PC87 <= 0.0877539
    PC93 <= 0.2740548
    ->  class 0\|2  [0.955]

Rule 1/42: (53/1.5, lift 10.7)
    PC2 > 0.9487218
    PC7 > -0.7646611
    PC18 <= 0.7593552
    PC54 <= 2.942849
    PC66 <= -4.692316
    PC78 <= 2.983765
    ->  class 0\|2  [0.954]

Rule 1/43: (43.2/1.5, lift 10.5)
    PC3 <= 0.9146596
    PC15 > -1.501741
    PC18 <= -1.3868
    PC27 > -2.597364
    PC35 <= -0.5979484
    PC70 <= 2.969519
    PC71 > -0.9894571
    PC93 > 0.2740548
    ->  class 0\|2  [0.944]

Rule 1/44: (15.2, lift 10.5)
    PC7 > -0.7646611
    PC15 > -1.501741
    PC18 <= -1.3868
    PC31 > -0.1598446
    PC31 <= 0.1948286
    PC39 > -0.8742086
    PC57 > 1.396344
    PC69 <= 1.432691
    PC71 > -0.9894571
    PC85 <= 1.50973
    ->  class 0\|2  [0.942]

Rule 1/45: (26.5/0.8, lift 10.5)
    PC2 > 0.9487218
    PC3 <= 0.9146596
    PC7 > -0.7646611
    PC15 > -1.501741
    PC18 <= -1.019176
    PC28 > -1.432887
    PC43 > -0.6108432
    PC70 <= 2.969519
    PC85 <= 1.50973
    PC87 > 0.0877539
    PC94 > 0.3839583
    ->  class 0\|2  [0.938]

Rule 1/46: (74.2/3.8, lift 10.5)
    PC3 <= 0.9146596
    PC18 <= -1.3868
    PC31 > -0.1598446
    PC31 <= 0.1948286
    PC39 > -0.8742086
    PC43 > -0.6108432
    PC43 <= 1.773609
    PC51 > 0.6685256
    PC69 <= 1.432691
    PC71 > -0.9894571
    PC93 <= 0.2740548
    ->  class 0\|2  [0.937]

Rule 1/47: (152.3/9.8, lift 10.4)
    PC2 > 0.9487218
    PC3 <= 0.9146596
    PC7 > -0.7646611
    PC15 > -1.501741
    PC15 <= 0.5658065
    PC18 <= -1.019176
    PC31 <= -0.1598446
    PC54 <= 2.942849
    PC59 > -1.074523
    PC63 > -0.332374
    PC71 > -0.9894571
    PC74 <= 0.7704552
    PC75 <= 0.2919352
    ->  class 0\|2  [0.930]

Rule 1/48: (12.1, lift 10.4)
    PC2 > 0.9487218
    PC13 <= 6.717022
    PC17 <= -0.4386702
    PC18 > 0.7593552
    PC22 <= -0.3179235
    PC26 <= 0.6631289
    PC28 <= 3.464059
    PC42 > -3.974739
    ->  class 0\|2  [0.929]

Rule 1/49: (31.8/1.5, lift 10.3)
    PC18 > 0.7593552
    PC28 > 3.464059
    PC42 > -3.974739
    ->  class 0\|2  [0.926]

Rule 1/50: (60.6/3.8, lift 10.3)
    PC2 > 0.9487218
    PC3 <= -0.2754695
    PC18 <= 0.7593552
    PC31 > -0.1598446
    PC43 > -0.6108432
    PC43 <= 1.773609
    PC61 > -0.553929
    PC74 > 0.3703712
    PC79 <= 1.4804
    PC93 <= 0.2740548
    ->  class 0\|2  [0.924]

Rule 1/51: (29.5/1.5, lift 10.3)
    PC2 > 0.9487218
    PC12 <= -1.902986
    PC18 > 0.7593552
    PC28 <= 3.464059
    PC42 > -3.974739
    ->  class 0\|2  [0.920]

Rule 1/52: (19.7/0.8, lift 10.3)
    PC13 > 6.717022
    PC15 > 0.6849248
    PC18 > 0.7593552
    PC34 <= -0.4583307
    ->  class 0\|2  [0.919]

Rule 1/53: (18.9/0.8, lift 10.2)
    PC2 > 0.9487218
    PC3 <= 0.9146596
    PC7 > -0.7646611
    PC18 <= 0.7593552
    PC31 > -0.1598446
    PC39 > -0.8742086
    PC43 <= 1.773609
    PC69 <= 1.432691
    PC70 <= 2.969519
    PC71 > 0.8589854
    PC78 <= 2.983765
    ->  class 0\|2  [0.916]

Rule 1/54: (18.9/0.8, lift 10.2)
    PC2 > 0.9487218
    PC3 <= 0.9146596
    PC7 > 1.42476
    PC15 > -1.501741
    PC18 <= 0.7593552
    PC31 <= 0.1948286
    ->  class 0\|2  [0.916]

Rule 1/55: (106.8/8.3, lift 10.2)
    PC3 <= 0.9146596
    PC8 <= 0.1605843
    PC18 > -1.3868
    PC18 <= -1.019176
    PC31 <= 0.1948286
    PC39 > -0.8742086
    PC43 <= 1.773609
    PC54 <= 2.942849
    PC69 <= 1.432691
    PC71 > -0.9894571
    PC71 <= 0.8589854
    PC79 <= 1.4804
    PC85 <= 1.50973
    ->  class 0\|2  [0.914]

Rule 1/56: (18.2/0.8, lift 10.2)
    PC2 > 0.9487218
    PC3 <= 0.9146596
    PC7 <= -0.7646611
    PC18 <= 0.7593552
    PC22 <= 2.563385
    PC23 <= -1.388134
    ->  class 0\|2  [0.913]

Rule 1/57: (43.2/3, lift 10.2)
    PC13 > 6.717022
    PC18 > 0.7593552
    PC18 <= 3.528055
    PC34 > -0.4583307
    ->  class 0\|2  [0.911]

Rule 1/58: (9.1, lift 10.2)
    PC2 > 0.9487218
    PC18 <= 0.7593552
    PC31 > 0.1945132
    PC31 <= 0.1948286
    ->  class 0\|2  [0.910]

Rule 1/59: (110.6/14.4, lift 9.6)
    PC7 > -0.7646611
    PC15 > -1.501741
    PC18 <= 0.7593552
    PC31 > -0.1598446
    PC31 <= 0.1948286
    PC39 > -0.8742086
    PC69 <= 1.432691
    PC71 > -0.9894571
    PC79 > 1.4804
    PC85 <= 1.50973
    ->  class 0\|2  [0.863]

Rule 1/60: (9.8/0.8, lift 9.5)
    PC18 > 0.7593552
    PC26 > 0.6631289
    PC59 <= -3.477911
    PC85 <= 2.068081
    ->  class 0\|2  [0.852]

Rule 1/61: (4.5, lift 9.5)
    PC2 > 0.9487218
    PC3 > -0.2754695
    PC3 <= 0.9146596
    PC40 > 0.5245007
    ->  class 0\|2  [0.847]

Rule 1/62: (37.1/6.1, lift 9.2)
    PC2 > 0.9487218
    PC3 <= 0.9146596
    PC9 > 0.2328518
    PC15 <= -0.14554
    PC18 > -1.019176
    PC18 <= 0.7342479
    ->  class 0\|2  [0.820]

Rule 1/63: (84.9/15.1, lift 9.1)
    PC3 <= -0.2754695
    PC7 > -0.7646611
    PC15 > -1.501741
    PC18 <= -1.019176
    PC27 > -2.597364
    PC31 <= 0.1948286
    PC39 > -0.8742086
    PC43 <= -0.6108432
    PC71 > -0.9894571
    PC79 <= 1.4804
    PC93 <= 0.2740548
    ->  class 0\|2  [0.814]

Rule 1/64: (29.5/8.3, lift 7.9)
    PC7 <= -0.7646611
    PC18 <= 0.7593552
    PC20 <= -3.440173
    PC22 <= 2.563385
    ->  class 0\|2  [0.704]

Rule 1/65: (26.5/8.3, lift 7.5)
    PC2 > 0.9487218
    PC13 <= 6.717022
    PC18 > 0.7593552
    PC28 <= 3.464059
    PC42 > -3.974739
    PC85 > 2.068081
    ->  class 0\|2  [0.673]

Rule 1/66: (775.8/397.8, lift 5.4)
    PC2 > 0.9487218
    PC3 <= 0.9146596
    PC7 > -0.7646611
    PC18 > -1.019176
    PC18 <= 0.7593552
    ->  class 0\|2  [0.487]

Rule 1/67: (121.2, lift 12.7)
    PC2 > 0.9487218
    PC7 > -0.670688
    PC15 <= 0.5658065
    PC18 <= -1.3868
    PC28 > -1.432887
    PC29 <= 1.450089
    PC31 > -0.1598446
    PC35 > -0.5979484
    PC39 > -0.8742086
    PC57 <= 1.396344
    PC61 > -0.553929
    PC71 <= 0.8589854
    PC78 <= 2.983765
    PC79 <= 1.4804
    PC93 > 0.2740548
    ->  class 0\|3  [0.992]

Rule 1/68: (114.4, lift 12.7)
    PC3 <= -0.2754695
    PC4 > -6.044755
    PC15 <= 0.5658065
    PC17 <= 0.4771936
    PC18 <= -1.750188
    PC27 > -2.597364
    PC28 > -1.432887
    PC31 > -0.1598446
    PC57 <= 1.396344
    PC61 > -0.553929
    PC71 <= 0.8589854
    PC79 <= 1.4804
    PC87 > 0.0877539
    PC94 <= 0.3839583
    ->  class 0\|3  [0.991]

Rule 1/69: (78.8, lift 12.7)
    PC2 > 0.9487218
    PC3 <= 0.9146596
    PC15 <= -1.501741
    PC18 <= 0.7593552
    PC28 > -1.432887
    ->  class 0\|3  [0.988]

Rule 1/70: (69.7, lift 12.7)
    PC3 <= 0.9146596
    PC7 > -0.670688
    PC18 <= 0.7593552
    PC27 > -2.597364
    PC28 > -1.432887
    PC31 > -0.1598446
    PC43 <= 1.773609
    PC61 > -0.553929
    PC69 > 1.432691
    PC71 > -0.9894571
    PC85 <= 1.50973
    ->  class 0\|3  [0.986]

Rule 1/71: (109.8/0.8, lift 12.6)
    PC3 <= 0.9146596
    PC10 > -1.097326
    PC17 <= 0.4771936
    PC18 <= -1.3868
    PC28 > -1.432887
    PC31 > -0.1598446
    PC43 > -0.6108432
    PC57 <= 1.396344
    PC66 > -4.692316
    PC71 <= 0.8589854
    PC87 > 0.0877539
    ->  class 0\|3  [0.984]

Rule 1/72: (56.8, lift 12.6)
    PC3 <= 0.9146596
    PC18 <= -1.019176
    PC54 > 2.942849
    ->  class 0\|3  [0.983]

Rule 1/73: (53, lift 12.6)
    PC2 > 0.9487218
    PC3 <= 0.9146596
    PC15 <= 0.5658065
    PC18 <= -1.019176
    PC34 > -3.30041
    PC66 > -4.692316
    PC71 <= -0.9894571
    PC100 <= 1.659165
    ->  class 0\|3  [0.982]

Rule 1/74: (118.2/1.5, lift 12.6)
    PC3 <= 0.9146596
    PC8 <= 0.1605843
    PC15 <= 0.5658065
    PC18 <= -1.019176
    PC27 > -2.597364
    PC31 > -0.1598446
    PC39 <= -0.8742086
    PC78 <= 2.983765
    ->  class 0\|3  [0.979]

Rule 1/75: (43.9, lift 12.6)
    PC2 > 0.9487218
    PC7 > -0.7646611
    PC15 <= 0.5658065
    PC18 <= -1.019176
    PC43 > 1.773609
    PC66 > -4.692316
    ->  class 0\|3  [0.978]

Rule 1/76: (86.4/1.5, lift 12.5)
    PC2 > 0.9487218
    PC3 <= 0.9146596
    PC7 > -0.7646611
    PC15 <= 0.5658065
    PC18 <= -1.019176
    PC85 > 1.50973
    ->  class 0\|3  [0.972]

Rule 1/77: (31.1, lift 12.4)
    PC3 <= 0.9146596
    PC15 <= 0.5658065
    PC18 <= -1.019176
    PC28 <= -1.432887
    PC30 <= -3.287082
    PC66 > -4.692316
    ->  class 0\|3  [0.970]

Rule 1/78: (28, lift 12.4)
    PC2 > 0.9487218
    PC3 <= 0.9146596
    PC7 <= -0.7646611
    PC18 <= 0.7593552
    PC22 > 2.563385
    ->  class 0\|3  [0.967]

Rule 1/79: (116.7/3, lift 12.4)
    PC2 > 0.9487218
    PC3 <= -0.2754695
    PC15 <= 0.5658065
    PC18 <= -1.019176
    PC27 > -2.597364
    PC31 > 0.1948286
    ->  class 0\|3  [0.966]

Rule 1/80: (137.1/3.8, lift 12.4)
    PC2 > 0.9487218
    PC3 <= 0.9146596
    PC7 > -0.7646611
    PC8 <= 0.1004979
    PC10 > -1.232967
    PC18 > -1.019176
    PC18 <= 0.7593552
    PC29 > -3.022346
    PC29 <= 3.807638
    PC35 <= 0.6726651
    PC48 > 0.2933482
    PC57 > -1.024642
    PC66 > -2.922976
    ->  class 0\|3  [0.966]

Rule 1/81: (46.2/0.8, lift 12.4)
    PC2 > 0.9487218
    PC7 > -0.7646611
    PC8 > 0.1605843
    PC15 <= 0.5658065
    PC18 <= -1.019176
    PC28 > -1.432887
    ->  class 0\|3  [0.964]

Rule 1/82: (65.9/1.5, lift 12.4)
    PC3 > -0.2754695
    PC3 <= 0.9146596
    PC7 > -0.7646611
    PC18 <= -1.019176
    PC40 <= 0.5245007
    PC78 <= 2.983765
    ->  class 0\|3  [0.963]

Rule 1/83: (22.7, lift 12.3)
    PC7 > -0.7646611
    PC18 <= 0.7593552
    PC20 <= -5.506513
    PC28 <= -1.432887
    ->  class 0\|3  [0.960]

Rule 1/84: (40.1/0.8, lift 12.3)
    PC3 <= 0.9146596
    PC15 <= 0.5658065
    PC18 <= -1.019176
    PC28 <= -1.432887
    PC34 > -3.30041
    PC66 > -4.692316
    PC87 > 0.5555335
    PC100 <= 1.659165
    ->  class 0\|3  [0.958]

Rule 1/85: (39.4/0.8, lift 12.3)
    PC2 > 0.9487218
    PC3 <= 0.9146596
    PC7 > -0.7646611
    PC8 <= 0.1004979
    PC15 <= -1.18996
    PC18 > -1.019176
    PC18 <= 0.7593552
    ->  class 0\|3  [0.958]

Rule 1/86: (50.8/1.5, lift 12.2)
    PC13 > 6.717022
    PC15 <= 0.6849248
    PC18 > 0.7593552
    PC34 <= -0.4583307
    ->  class 0\|3  [0.952]

Rule 1/87: (18.2, lift 12.2)
    PC2 > 0.9487218
    PC3 <= 0.9146596
    PC18 <= 0.7593552
    PC75 <= -2.550615
    PC78 <= 2.983765
    ->  class 0\|3  [0.950]

Rule 1/88: (34.1/1.5, lift 11.9)
    PC2 > 0.9487218
    PC3 <= 0.9146596
    PC42 <= -3.974739
    ->  class 0\|3  [0.930]

Rule 1/89: (54.5/3, lift 11.9)
    PC2 > 0.9487218
    PC7 > -0.7646611
    PC18 <= -1.019176
    PC66 > -4.692316
    PC89 > 1.811973
    ->  class 0\|3  [0.929]

Rule 1/90: (10.6, lift 11.8)
    PC2 > 0.9487218
    PC2 <= 7.064793
    PC3 <= 0.9146596
    PC7 > -0.7646611
    PC15 <= 0.5658065
    PC28 > -1.432887
    PC31 <= -0.1598446
    PC63 <= -0.332374
    PC74 <= 0.7704552
    PC75 <= 0.2919352
    ->  class 0\|3  [0.921]

Rule 1/91: (492.4/41.7, lift 11.7)
    PC4 > -8.261679
    PC7 > -0.670688
    PC7 <= 1.42476
    PC17 <= 0.4771936
    PC18 <= -1.3868
    PC28 > -1.432887
    PC31 > -0.1598446
    PC31 <= 0.1945132
    PC32 > -1.405519
    PC35 <= 0.5734567
    PC43 > -0.6108432
    PC51 <= 0.6685256
    PC61 > -0.553929
    PC71 <= 0.8589854
    PC74 <= 0.3703712
    PC79 <= 1.4804
    PC87 <= 0.0877539
    ->  class 0\|3  [0.914]

Rule 1/92: (40.2/3, lift 11.6)
    PC1 > -0.4855536
    PC2 > 0.9487218
    PC3 <= 0.9146596
    PC8 <= 0.1004979
    PC9 <= 0.2328518
    PC18 > -1.019176
    PC18 <= 0.7593552
    ->  class 0\|3  [0.904]

Rule 1/93: (12.1/0.8, lift 11.2)
    PC2 > 0.9487218
    PC3 <= 0.9146596
    PC9 <= 0.2328518
    PC18 > -1.019176
    PC18 <= 0.7593552
    PC43 > 1.881065
    PC48 <= 0.2933482
    ->  class 0\|3  [0.876]

Rule 1/94: (24.2/2.3, lift 11.2)
    PC2 > 0.9487218
    PC3 <= 0.9146596
    PC15 <= 0.5658065
    PC18 <= -1.019176
    PC31 <= -0.1598446
    PC34 > -3.30041
    PC66 > -4.692316
    PC74 > 0.7704552
    PC75 <= 0.2919352
    PC78 <= 2.983765
    PC100 <= 1.659165
    ->  class 0\|3  [0.875]

Rule 1/95: (26.5/3, lift 11.0)
    PC2 > 0.9487218
    PC7 > -0.7646611
    PC15 <= 0.5658065
    PC18 <= -1.019176
    PC28 > -1.432887
    PC31 <= -0.1598446
    PC75 > 0.2919352
    PC78 <= 2.983765
    PC100 <= 1.659165
    ->  class 0\|3  [0.859]

Rule 1/96: (96.2/14.4, lift 10.8)
    PC3 <= 0.9146596
    PC18 <= -1.019176
    PC30 <= -2.439768
    PC89 <= 1.811973
    PC91 <= -0.7402029
    ->  class 0\|3  [0.843]

Rule 1/97: (68.2/10.6, lift 10.7)
    PC18 <= -1.019176
    PC30 <= -3.911852
    PC66 > -4.692316
    ->  class 0\|3  [0.835]

Rule 1/98: (39.4/7.6, lift 10.2)
    PC3 <= 0.9146596
    PC7 > -0.7646611
    PC15 > 0.5658065
    PC18 <= -1.019176
    PC38 > 0.5187551
    PC66 > -4.692316
    PC93 > -0.4218483
    ->  class 0\|3  [0.793]

Rule 1/99: (49.2/20.5, lift 7.5)
    PC3 <= 0.9146596
    PC7 > -0.7646611
    PC18 <= -1.019176
    PC78 > 2.983765
    ->  class 0\|3  [0.581]

Rule 1/100: (624.2/1.5, lift 17.3)
    PC1 > -0.1595066
    PC3 <= 0.589895
    PC6 <= 5.397221
    PC9 > 0.3737549
    PC10 <= 0.6647269
    PC98 <= 0.3294852
    ->  class 1\|0  [0.996]

Rule 1/101: (309.1/2.3, lift 17.2)
    PC1 > -0.1595066
    PC2 <= 0.9487218
    PC4 > -0.8803262
    PC6 <= 5.397221
    PC9 > 0.3737549
    PC27 <= 0.3772089
    PC68 > -1.87419
    PC94 <= 0.2663097
    PC96 > 0.2024761
    PC98 <= 0.3294852
    ->  class 1\|0  [0.989]

Rule 1/102: (47.7, lift 17.1)
    PC1 > -0.1595066
    PC12 > 5.017867
    ->  class 1\|0  [0.980]

Rule 1/103: (49.2, lift 17.1)
    PC3 > 0.9146596
    PC16 <= -3.977089
    PC37 > 0.01921269
    PC78 <= -0.1813967
    ->  class 1\|0  [0.980]

Rule 1/104: (45.4, lift 17.1)
    PC2 > 0.9487218
    PC3 > 0.9146596
    PC14 <= -1.848832
    PC21 > -0.7577837
    ->  class 1\|0  [0.979]

Rule 1/105: (352.2/6.8, lift 17.0)
    PC1 > -0.1595066
    PC4 > -0.8803262
    PC9 > 0.3737549
    PC10 <= 0.6647269
    PC14 <= -1.624508
    PC27 <= 0.3772089
    PC68 > -1.87419
    PC94 <= 0.2663097
    ->  class 1\|0  [0.978]

Rule 1/106: (227.3/6.1, lift 16.9)
    PC1 > -0.1595066
    PC2 <= 0.9487218
    PC6 <= -1.587701
    PC9 > 0.3737549
    PC99 <= 1.451252
    ->  class 1\|0  [0.969]

Rule 1/107: (80.3/2.3, lift 16.7)
    PC1 > -0.1595066
    PC2 <= 0.9487218
    PC7 > -7.646937
    PC9 > 0.3737549
    PC19 > -2.164653
    PC27 <= 0.3772089
    PC68 > -1.87419
    PC99 > 1.451252
    ->  class 1\|0  [0.960]

Rule 1/108: (171.2/6.8, lift 16.6)
    PC7 > -8.338532
    PC16 <= -5.252293
    PC47 > -0.3150846
    ->  class 1\|0  [0.955]

Rule 1/109: (7.6, lift 15.6)
    PC3 > 0.9146596
    PC16 <= 0.3654078
    PC37 > 0.01921269
    PC68 > 2.446164
    ->  class 1\|0  [0.896]

Rule 1/110: (20.5/1.5, lift 15.5)
    PC2 <= 0.9487218
    PC9 > 0.3737549
    PC16 <= -2.183231
    PC68 <= -1.87419
    ->  class 1\|0  [0.888]

Rule 1/111: (97/13.6, lift 14.8)
    PC2 > 0.9487218
    PC3 > 0.9146596
    PC16 <= 0.3654078
    PC37 > 0.01921269
    PC51 > -0.3092318
    PC79 <= 0.01335377
    ->  class 1\|0  [0.852]

Rule 1/112: (43.9/7.6, lift 14.2)
    PC2 > 0.9487218
    PC3 > 0.9146596
    PC16 > -5.252293
    PC16 <= 0.3654078
    PC67 <= -0.5438395
    ->  class 1\|0  [0.813]

Rule 1/113: (23.5/3.8, lift 14.1)
    PC2 > 0.9487218
    PC3 > 0.9146596
    PC14 <= -1.222326
    PC16 <= 0.3654078
    ->  class 1\|0  [0.812]

Rule 1/114: (15.9/6.8, lift 9.8)
    PC2 > 0.9487218
    PC3 > 0.9146596
    PC3 <= 4.112167
    PC16 <= 0.3654078
    ->  class 1\|0  [0.563]

Rule 1/115: (375/0.8, lift 14.9)
    PC2 > 0.9487218
    PC3 > 0.9146596
    PC14 > -1.222326
    PC16 > -5.252293
    PC16 <= 0.3654078
    PC37 <= 0.01921269
    PC51 > -0.3092318
    ->  class 1\|1  [0.995]

Rule 1/116: (164.4, lift 14.9)
    PC2 > 0.9487218
    PC3 > 4.112167
    PC16 > -5.252293
    PC16 <= 0.3654078
    PC37 > 0.01921269
    PC51 > -0.3092318
    PC67 > -0.5438395
    PC68 <= 2.446164
    PC78 > -0.1813967
    PC79 > 0.01335377
    ->  class 1\|1  [0.994]

Rule 1/117: (49.2, lift 14.7)
    PC2 > 0.9487218
    PC3 > 0.9146596
    PC14 <= -1.848832
    PC21 <= -0.7577837
    ->  class 1\|1  [0.980]

Rule 1/118: (43.9, lift 14.6)
    PC3 > 0.9146596
    PC16 <= -5.252293
    PC47 <= -0.3150846
    ->  class 1\|1  [0.978]

Rule 1/119: (40.9, lift 14.6)
    PC2 > 0.9487218
    PC3 > 1.633402
    PC14 > -1.222326
    PC16 <= -0.9303704
    PC51 <= -0.3092318
    ->  class 1\|1  [0.977]

Rule 1/120: (40.2, lift 14.6)
    PC2 > 0.9487218
    PC3 > 1.633402
    PC14 > -1.222326
    PC16 <= 0.3654078
    PC50 > -0.1767377
    PC51 <= -0.3092318
    ->  class 1\|1  [0.976]

Rule 1/121: (37.9, lift 14.6)
    PC1 > -0.1595066
    PC2 <= 0.9487218
    PC9 <= 0.3737549
    PC96 <= -1.684129
    ->  class 1\|1  [0.975]

Rule 1/122: (38.6, lift 14.6)
    PC7 <= -8.338532
    PC16 <= -5.252293
    ->  class 1\|1  [0.975]

Rule 1/123: (34.8, lift 14.6)
    PC2 <= 0.9487218
    PC4 > -0.8803262
    PC6 > 5.397221
    PC9 > 0.3737549
    PC10 <= 0.6647269
    PC14 > -1.624508
    PC68 > -1.87419
    ->  class 1\|1  [0.973]

Rule 1/124: (164.4/3.8, lift 14.5)
    PC1 > -0.1595066
    PC2 <= 0.9487218
    PC6 > -1.587701
    PC7 > -7.646937
    PC9 > 0.3737549
    PC10 > 0.6647269
    PC12 <= 5.017867
    PC19 > -2.164653
    PC27 <= 0.3772089
    PC51 <= 1.224885
    PC68 > -1.87419
    PC77 <= 0.2605191
    PC99 <= 1.451252
    ->  class 1\|1  [0.971]

Rule 1/125: (88.6/2.3, lift 14.4)
    PC1 > 13.07604
    PC6 <= -1.293618
    PC9 <= 0.3737549
    PC11 <= 6.549788
    ->  class 1\|1  [0.964]

Rule 1/126: (641.6/25, lift 14.4)
    PC2 > 0.9487218
    PC3 > 4.112167
    PC14 > -1.222326
    PC16 > -3.977089
    PC16 <= 0.3654078
    PC51 > -0.3092318
    PC67 > -0.5438395
    PC68 <= 2.446164
    ->  class 1\|1  [0.960]

Rule 1/127: (28.8/0.8, lift 14.1)
    PC2 <= 0.9487218
    PC3 > 0.589895
    PC4 > -0.8803262
    PC6 <= 5.397221
    PC9 > 0.3737549
    PC10 <= 0.6647269
    PC27 <= 0.3772089
    PC51 <= 1.224885
    PC68 > -1.87419
    PC96 <= 0.2024761
    ->  class 1\|1  [0.943]

Rule 1/128: (231.8/31.1, lift 12.9)
    PC1 > -0.1595066
    PC4 > -0.8803262
    PC6 <= 5.397221
    PC27 <= 0.3772089
    PC98 > 0.3294852
    ->  class 1\|1  [0.863]

Rule 1/129: (18.9/3, lift 12.1)
    PC1 > -0.1595066
    PC2 <= 0.9487218
    PC4 > -0.8803262
    PC9 > 0.3737549
    PC10 <= 0.6647269
    PC68 > -1.87419
    PC94 > 0.2663097
    ->  class 1\|1  [0.808]

Rule 1/130: (72.7/25.8, lift 9.6)
    PC2 <= 0.9487218
    PC4 <= -0.8803262
    PC9 > 0.3737549
    PC27 <= 0.3772089
    PC51 <= 1.224885
    PC68 > -1.87419
    ->  class 1\|1  [0.642]

Rule 1/131: (128/46.2, lift 9.5)
    PC2 > 0.9487218
    PC3 > 0.9146596
    PC38 <= 0.1151649
    PC63 > 2.211293
    ->  class 1\|1  [0.637]

Rule 1/132: (225.8, lift 16.1)
    PC1 > -0.1595066
    PC6 > -1.293618
    PC9 <= 0.3737549
    PC13 <= -0.2661764
    PC19 <= -1.25138
    PC28 > -0.2116814
    ->  class 1\|2  [0.996]

Rule 1/133: (118.9, lift 16.0)
    PC1 > -0.1595066
    PC2 <= 0.9487218
    PC6 > -1.293618
    PC8 > -4.510222
    PC9 <= 0.3737549
    PC27 <= -0.4408608
    PC96 > -1.684129
    ->  class 1\|2  [0.992]

Rule 1/134: (131.1, lift 16.1)
    PC1 > -0.1595066
    PC3 > -0.4365655
    PC7 > 1.45021
    PC9 <= 0.3737549
    PC19 <= -1.25138
    PC47 > -1.122921
    ->  class 1\|2  [0.992]

Rule 1/135: (157.6/1.5, lift 15.9)
    PC1 > 8.76875
    PC6 > -1.293618
    PC9 <= 0.3737549
    PC19 <= -1.25138
    PC49 > -1.291398
    PC79 <= 0.514116
    PC96 > -1.684129
    ->  class 1\|2  [0.984]

Rule 1/136: (51.5, lift 15.9)
    PC1 > 13.07604
    PC8 > -4.510222
    PC11 > 6.549788
    ->  class 1\|2  [0.981]

Rule 1/137: (50.8, lift 15.9)
    PC1 > -0.1595066
    PC9 > 0.3737549
    PC19 <= -2.164653
    ->  class 1\|2  [0.981]

Rule 1/138: (41.7, lift 15.8)
    PC1 > -0.1595066
    PC2 <= 0.9487218
    PC8 > 1.510152
    PC9 > 0.3737549
    PC27 > 0.3772089
    ->  class 1\|2  [0.977]

Rule 1/139: (75.7/0.8, lift 15.8)
    PC3 > 9.508333
    PC16 > 0.3654078
    PC38 > 0.1151649
    ->  class 1\|2  [0.977]

Rule 1/140: (37.9, lift 15.8)
    PC1 > -0.1595066
    PC6 > -1.293618
    PC13 > -0.2661764
    PC19 <= -1.25138
    PC94 > 0.4191362
    ->  class 1\|2  [0.975]

Rule 1/141: (59.1/0.8, lift 15.7)
    PC1 > -0.1595066
    PC1 <= 8.76875
    PC6 > -1.293618
    PC19 <= -1.25138
    PC47 <= -1.122921
    ->  class 1\|2  [0.971]

Rule 1/142: (48.5/0.8, lift 15.6)
    PC1 > -0.1595066
    PC6 > -1.293618
    PC13 > 0.5981593
    PC19 <= -1.25138
    PC47 > -1.122921
    ->  class 1\|2  [0.965]

Rule 1/143: (47.7/1.5, lift 15.4)
    PC1 > -0.1595066
    PC6 > -1.293618
    PC9 <= 0.3737549
    PC19 <= -1.25138
    PC61 > 0.7707137
    ->  class 1\|2  [0.949]

Rule 1/144: (29.5/0.8, lift 15.3)
    PC2 <= 0.9487218
    PC7 <= -7.646937
    PC9 > 0.3737549
    ->  class 1\|2  [0.944]

Rule 1/145: (23.5/0.8, lift 15.1)
    PC2 <= 0.9487218
    PC3 > 0.8786277
    PC9 <= 0.3737549
    PC19 > -1.25138
    ->  class 1\|2  [0.931]

Rule 1/146: (90.1/6.8, lift 14.8)
    PC1 > -0.1595066
    PC2 <= 0.9487218
    PC51 > 1.224885
    ->  class 1\|2  [0.915]

Rule 1/147: (438.6/39.4, lift 14.7)
    PC2 > 0.9487218
    PC3 > 0.9146596
    PC14 > -1.848832
    PC16 > 0.3654078
    PC38 <= 0.1151649
    PC63 <= 2.211293
    ->  class 1\|2  [0.908]

Rule 1/148: (86.4/8.3, lift 14.5)
    PC2 > 0.9487218
    PC3 > 0.9146596
    PC16 > 0.3654078
    PC20 <= -1.43024
    ->  class 1\|2  [0.894]

Rule 1/149: (5.3, lift 14.0)
    PC1 > -0.1595066
    PC2 <= 0.9487218
    PC8 <= -4.510222
    PC25 <= -0.2304425
    ->  class 1\|2  [0.863]

Rule 1/150: (50.8/6.8, lift 13.8)
    PC2 > 0.9487218
    PC3 > 0.9146596
    PC16 > -0.9303704
    PC16 <= 0.3654078
    PC50 <= -0.1767377
    PC51 <= -0.3092318
    ->  class 1\|2  [0.852]

Rule 1/151: (26.5/4.5, lift 13.0)
    PC1 > -0.1595066
    PC2 <= 0.9487218
    PC9 > 0.3737549
    PC10 > 0.6647269
    PC77 > 0.2605191
    ->  class 1\|2  [0.806]

Rule 1/152: (1143.9/569.7, lift 8.1)
    PC2 > 0.9487218
    PC3 > 0.9146596
    PC16 > 0.3654078
    ->  class 1\|2  [0.502]

Rule 1/153: (419.7/5.3, lift 24.0)
    PC2 > 0.9487218
    PC3 > 0.9146596
    PC3 <= 9.508333
    PC5 > -6.049535
    PC16 > 0.3654078
    PC20 > -1.43024
    PC36 > -0.1039402
    PC38 > 0.1151649
    PC100 <= 0.5882013
    ->  class 1\|3  [0.985]

Rule 1/154: (234.8/5.3, lift 23.7)
    PC1 > -0.1595066
    PC1 <= 8.76875
    PC3 > -0.4365655
    PC6 > -1.293618
    PC7 <= 1.45021
    PC13 > -0.2661764
    PC13 <= 0.5981593
    PC19 <= -1.25138
    PC27 > -0.4408608
    PC47 > -1.122921
    PC61 <= 0.7707137
    PC76 > -0.829327
    PC94 <= 0.4191362
    ->  class 1\|3  [0.973]

Rule 1/155: (32.6, lift 23.7)
    PC1 > -0.1595066
    PC2 <= 0.9487218
    PC9 <= 0.3737549
    PC13 <= -0.2661764
    PC28 <= -0.2116814
    ->  class 1\|3  [0.971]

Rule 1/156: (52.3/3, lift 22.6)
    PC2 > 0.9487218
    PC16 > 8.170175
    PC38 > 0.1151649
    ->  class 1\|3  [0.926]

Rule 1/157: (10.6, lift 22.4)
    PC1 > -0.1595066
    PC2 <= 0.9487218
    PC8 > -4.510222
    PC9 <= 0.3737549
    PC13 > -0.2661764
    PC79 > 0.514116
    ->  class 1\|3  [0.921]

Rule 1/158: (7.6, lift 21.8)
    PC1 > 8.76875
    PC6 > -1.293618
    PC9 <= 0.3737549
    PC19 <= -1.25138
    PC49 <= -1.291398
    ->  class 1\|3  [0.896]

Rule 1/159: (13.6/3, lift 18.1)
    PC1 > -0.1595066
    PC2 <= 0.9487218
    PC8 <= 1.510152
    PC9 > 0.3737549
    PC27 > 0.3772089
    ->  class 1\|3  [0.742]

Rule 1/160: (65.2/26.5, lift 14.4)
    PC1 > -0.1595066
    PC2 <= 0.9487218
    PC16 > -2.183231
    PC27 <= 0.3772089
    PC51 <= 1.224885
    PC68 <= -1.87419
    ->  class 1\|3  [0.590]

Rule 1/161: (580.3/3, lift 9.7)
    PC1 <= -0.1595066
    PC8 > 0.03259309
    PC19 <= -0.6097189
    PC20 <= -0.1076561
    PC29 <= -0.001066188
    PC62 <= 1.286232
    ->  class 2\|0  [0.993]

Rule 1/162: (1153.7/9.1, lift 9.7)
    PC7 > 0.6802056
    PC11 > -0.6548357
    PC20 <= -0.1076561
    PC21 > 0.6690692
    PC45 <= 0.3439099
    PC52 <= 0.2478447
    PC60 > -0.4184554
    PC62 <= 1.286232
    PC70 > -0.2392359
    ->  class 2\|0  [0.991]

Rule 1/163: (1051.4/9.1, lift 9.6)
    PC7 > 0.6802056
    PC11 > -0.6548357
    PC19 <= -0.7436116
    PC21 > 0.6690692
    PC52 <= 0.2478447
    PC60 > -0.4184554
    PC70 > -0.2392359
    ->  class 2\|0  [0.990]

Rule 1/164: (52.3/0.8, lift 9.4)
    PC1 <= -0.1595066
    PC8 > 1.961819
    PC10 <= 0.01184554
    PC20 > -0.1076561
    PC65 > 0.7072691
    ->  class 2\|0  [0.968]

Rule 1/165: (402.2/13.6, lift 9.4)
    PC2 <= 0.9487218
    PC8 > 0.03259309
    PC19 <= -2.224949
    PC20 <= -0.1076561
    PC37 <= 0.5671712
    PC52 <= 0.2478447
    PC62 <= 1.286232
    PC70 > -0.2392359
    PC77 > -1.100673
    ->  class 2\|0  [0.964]

Rule 1/166: (65.9/1.5, lift 9.4)
    PC1 <= -0.1595066
    PC8 > 1.961819
    PC12 > 0.3447308
    PC20 > -0.1076561
    PC80 <= -0.4483138
    ->  class 2\|0  [0.963]

Rule 1/167: (64.4/1.5, lift 9.4)
    PC2 <= 0.9487218
    PC8 > 0.03259309
    PC11 > -0.6548357
    PC20 <= -0.1076561
    PC29 > -0.001066188
    PC62 <= -1.361028
    PC70 > -0.2392359
    ->  class 2\|0  [0.962]

Rule 1/168: (78/2.3, lift 9.3)
    PC1 > -0.1595066
    PC1 <= 13.07604
    PC2 <= 0.9487218
    PC6 <= -1.293618
    PC8 > -4.510222
    PC44 > 0.800207
    PC71 > -0.7803868
    ->  class 2\|0  [0.959]

Rule 1/169: (1258.4/70.5, lift 9.2)
    PC1 <= -0.1595066
    PC8 > 0.03259309
    PC11 > -0.6548357
    PC20 <= -0.1076561
    PC21 > 0.6690692
    PC32 > 0.1982836
    PC52 <= 0.2478447
    PC62 <= 1.286232
    PC70 > -0.2392359
    ->  class 2\|0  [0.943]

Rule 1/170: (337.1/20.5, lift 9.1)
    PC1 <= -0.1595066
    PC8 > 1.961819
    PC32 > 1.688222
    PC80 > -0.4483138
    ->  class 2\|0  [0.937]

Rule 1/171: (9.9, lift 8.9)
    PC1 <= -0.1595066
    PC8 > 1.961819
    PC49 <= -0.6784526
    PC80 > -0.4483138
    PC89 <= -0.3672359
    ->  class 2\|0  [0.916]

Rule 1/172: (208.3/20.5, lift 8.7)
    PC8 > 1.961819
    PC15 <= 2.52419
    PC19 <= -1.532776
    PC49 > -0.6784526
    PC65 <= 0.7072691
    PC89 <= -0.3672359
    ->  class 2\|0  [0.898]

Rule 1/173: (62.9/6.1, lift 8.7)
    PC1 <= -0.1595066
    PC2 > -1.025067
    PC2 <= 0.9487218
    PC8 > 0.03259309
    PC20 > -0.1076561
    PC95 > 0.08163299
    ->  class 2\|0  [0.891]

Rule 1/174: (386.3/85.6, lift 7.6)
    PC1 <= -0.1595066
    PC8 > 1.961819
    PC65 <= 0.7072691
    PC80 <= -0.4483138
    ->  class 2\|0  [0.777]

Rule 1/175: (80.3, lift 9.4)
    PC1 <= -0.1595066
    PC8 > 0.03259309
    PC11 > -0.6548357
    PC21 > 0.6690692
    PC32 <= 0.1982836
    PC60 <= -0.4184554
    ->  class 2\|1  [0.988]

Rule 1/176: (58.3, lift 9.3)
    PC1 <= -0.1595066
    PC2 <= 0.9487218
    PC5 > -1.163731
    PC8 > -3.17329
    PC62 > -5.666328
    PC76 <= -1.054394
    PC100 > -0.8397883
    ->  class 2\|1  [0.983]

Rule 1/177: (703/11.4, lift 9.3)
    PC1 <= -0.1595066
    PC8 > 1.961819
    PC15 <= 2.52419
    PC19 > -1.532776
    PC20 > -0.1076561
    PC23 <= 1.600178
    PC32 <= 1.688222
    PC49 > -0.6784526
    PC65 <= 0.7072691
    PC80 > -0.4483138
    ->  class 2\|1  [0.982]

Rule 1/178: (41.7, lift 9.3)
    PC1 <= -0.1595066
    PC2 <= 0.9487218
    PC4 <= -0.4804776
    PC8 <= 1.961819
    PC10 > 0.04386396
    PC20 > -0.1076561
    ->  class 2\|1  [0.977]

Rule 1/179: (170.4/3, lift 9.3)
    PC1 <= -0.1595066
    PC2 <= 0.9487218
    PC8 > 0.03259309
    PC10 > 0.04386396
    PC20 > -0.1076561
    PC75 <= -0.7031395
    ->  class 2\|1  [0.977]

Rule 1/180: (39.4, lift 9.2)
    PC2 <= 0.9487218
    PC8 > 0.03259309
    PC8 <= 1.961819
    PC10 > 0.04386396
    PC56 > -0.2675757
    PC79 <= 0.2087173
    PC94 <= -0.923311
    ->  class 2\|1  [0.976]

Rule 1/181: (106.8/2.3, lift 9.2)
    PC1 <= -0.1595066
    PC2 <= 0.9487218
    PC8 > 0.03259309
    PC20 <= -0.1076561
    PC52 > 0.2478447
    PC77 > -1.100673
    ->  class 2\|1  [0.970]

Rule 1/182: (165.9/4.5, lift 9.2)
    PC1 <= -0.1595066
    PC2 <= 0.9487218
    PC8 > 0.03259309
    PC20 <= -0.1076561
    PC62 > 1.286232
    ->  class 2\|1  [0.967]

Rule 1/183: (49.2/0.8, lift 9.1)
    PC1 <= -0.1595066
    PC8 > 1.961819
    PC12 <= 0.3447308
    PC20 > -0.1076561
    PC80 <= -0.4483138
    ->  class 2\|1  [0.966]

Rule 1/184: (25.8, lift 9.1)
    PC1 > -0.1595066
    PC2 <= 0.9487218
    PC8 > -4.510222
    PC9 <= 0.3737549
    PC44 > 0.800207
    PC71 <= -0.7803868
    ->  class 2\|1  [0.964]

Rule 1/185: (23.5, lift 9.1)
    PC1 <= -0.1595066
    PC2 <= 0.9487218
    PC8 > 0.03259309
    PC8 <= 1.961819
    PC9 > -3.60995
    PC44 > 0.8791986
    PC81 > 0.06362633
    ->  class 2\|1  [0.961]

Rule 1/186: (93.2/3, lift 9.1)
    PC1 <= -0.1595066
    PC2 <= 0.9487218
    PC8 > 0.03259309
    PC20 > -0.1076561
    PC27 <= -0.5072927
    PC44 <= 0.8791986
    PC50 <= 0.2657936
    PC81 > 0.06362633
    ->  class 2\|1  [0.958]

Rule 1/187: (86.4/3, lift 9.0)
    PC1 <= -0.1595066
    PC2 <= 0.9487218
    PC8 > 0.03259309
    PC10 > 0.04386396
    PC76 <= -0.00582816
    PC81 <= 0.06362633
    PC84 <= -0.2631463
    ->  class 2\|1  [0.954]

Rule 1/188: (48.5/1.5, lift 9.0)
    PC1 <= -0.1595066
    PC2 > -1.025067
    PC2 <= 0.9487218
    PC8 > 0.03259309
    PC8 <= 1.961819
    PC20 > -0.1076561
    PC95 <= 0.08163299
    ->  class 2\|1  [0.950]

Rule 1/189: (32.6/0.8, lift 9.0)
    PC2 <= 0.9487218
    PC8 > 0.03259309
    PC19 > -0.7436116
    PC21 > 0.6690692
    PC45 > 0.3439099
    PC60 > -0.4184554
    ->  class 2\|1  [0.949]

Rule 1/190: (103/4.5, lift 9.0)
    PC1 <= -0.1595066
    PC2 <= 0.9487218
    PC8 > 0.2256598
    PC8 <= 1.961819
    PC10 > 0.04386396
    PC50 > 0.2657936
    PC81 <= 0.479285
    PC93 <= 0.4416389
    ->  class 2\|1  [0.947]

Rule 1/191: (74.2/3, lift 9.0)
    PC1 <= -0.1595066
    PC8 > 0.03259309
    PC21 > 0.6690692
    PC60 <= -0.4184554
    PC70 > -0.2392359
    PC96 > 0.07905725
    ->  class 2\|1  [0.947]

Rule 1/192: (28.8/0.8, lift 8.9)
    PC1 <= -0.1595066
    PC2 <= 0.9487218
    PC8 > -3.17329
    PC8 <= 0.03259309
    PC14 <= 2.132651
    PC33 <= -0.2528173
    PC57 > 0.3862784
    PC86 > 0.9622274
    ->  class 2\|1  [0.943]

Rule 1/193: (80.3/3.8, lift 8.9)
    PC1 <= -0.1595066
    PC2 <= 0.9487218
    PC8 > 0.03259309
    PC20 > -0.1076561
    PC53 <= -1.102365
    ->  class 2\|1  [0.942]

Rule 1/194: (115.2/6.1, lift 8.9)
    PC1 <= -0.1595066
    PC2 <= 0.9487218
    PC8 > 0.03259309
    PC20 <= -0.1076561
    PC29 <= 0.326173
    PC70 <= -0.2392359
    ->  class 2\|1  [0.940]

Rule 1/195: (674.2/40.9, lift 8.9)
    PC1 <= -0.1595066
    PC8 > 1.961819
    PC10 > 0.01184554
    PC20 > -0.1076561
    PC23 <= 1.600178
    ->  class 2\|1  [0.938]

Rule 1/196: (25/0.8, lift 8.9)
    PC1 <= -0.1595066
    PC2 <= 0.9487218
    PC8 > 0.03259309
    PC8 <= 1.961819
    PC50 <= 0.2657936
    PC56 > -0.2675757
    PC81 <= 0.06362633
    PC87 <= -0.7905046
    ->  class 2\|1  [0.935]

Rule 1/197: (148.5/10.6, lift 8.7)
    PC1 <= -0.1595066
    PC2 <= 0.9487218
    PC8 > 0.03259309
    PC19 > -2.224949
    PC20 <= -0.1076561
    PC21 <= 0.6690692
    PC29 > -0.001066188
    PC37 <= 0.5671712
    PC62 > -1.361028
    PC68 <= 1.237652
    PC70 > -0.2392359
    PC95 <= 0.3764446
    ->  class 2\|1  [0.923]

Rule 1/198: (96.2/6.8, lift 8.7)
    PC7 <= 0.6802056
    PC8 > 0.03259309
    PC10 > -0.2776828
    PC11 > -0.6548357
    PC20 <= -0.1076561
    PC21 > 0.6690692
    PC70 > -0.2392359
    ->  class 2\|1  [0.920]

Rule 1/199: (9.9, lift 8.7)
    PC1 <= -0.1595066
    PC2 <= 0.9487218
    PC8 > -3.17329
    PC8 <= 0.03259309
    PC14 <= 2.132651
    PC30 > 0.1863142
    PC60 > 0.3016474
    PC84 > 0.04348685
    PC87 <= -0.7087166
    ->  class 2\|1  [0.916]

Rule 1/200: (257.6/21.2, lift 8.7)
    PC1 <= -0.1595066
    PC2 <= 0.9487218
    PC8 > 0.03259309
    PC11 > -0.6548357
    PC19 > -0.6097189
    PC21 <= 0.6690692
    PC29 <= -0.001066188
    ->  class 2\|1  [0.914]

Rule 1/201: (65.9/5.3, lift 8.6)
    PC1 <= -0.1595066
    PC8 > 0.03259309
    PC11 <= -0.6548357
    PC19 > -1.074645
    PC20 <= -0.1076561
    PC80 > -0.4039285
    ->  class 2\|1  [0.907]

Rule 1/202: (241.7/30.3, lift 8.3)
    PC1 <= -0.1595066
    PC2 <= -1.025067
    PC8 > 0.03259309
    PC20 > -0.1076561
    PC50 <= 0.2657936
    PC75 > -0.7031395
    PC76 > -0.00582816
    PC79 <= 0.2087173
    PC81 <= 0.06362633
    ->  class 2\|1  [0.872]

Rule 1/203: (16.7/1.5, lift 8.2)
    PC1 <= -0.1595066
    PC2 <= 0.9487218
    PC8 > 0.03259309
    PC8 <= 1.961819
    PC9 > -3.60995
    PC10 > 0.04386396
    PC53 > -1.102365
    PC56 <= -0.2675757
    PC76 <= -0.00582816
    PC81 <= 0.06362633
    ->  class 2\|1  [0.865]

Rule 1/204: (207.6/30.3, lift 8.1)
    PC1 <= -0.1595066
    PC2 <= -1.025067
    PC8 > 0.03259309
    PC8 <= 1.961819
    PC10 <= 0.04386396
    PC11 > -3.149428
    PC20 > -0.1076561
    PC44 <= 0.7396466
    ->  class 2\|1  [0.851]

Rule 1/205: (20.5/3, lift 7.8)
    PC1 <= -0.1595066
    PC2 <= 0.9487218
    PC8 > 0.03259309
    PC8 <= 1.961819
    PC10 > 0.04386396
    PC20 > -0.1076561
    PC79 > 0.2087173
    ->  class 2\|1  [0.821]

Rule 1/206: (36.4/6.1, lift 7.7)
    PC1 <= -0.1595066
    PC2 <= 0.9487218
    PC8 > -3.17329
    PC30 > 0.1863142
    PC36 > 0.2510339
    PC60 > 0.3016474
    PC84 > 0.04348685
    ->  class 2\|1  [0.816]

Rule 1/207: (35.6/16.7, lift 5.0)
    PC1 <= -0.1595066
    PC2 <= 0.9487218
    PC6 <= 6.78757
    PC8 > -3.17329
    PC8 <= 0.03259309
    PC45 > 0.3298274
    PC60 <= 0.3016474
    PC76 > -1.054394
    ->  class 2\|1  [0.530]

Rule 1/208: (136.4/2.3, lift 10.2)
    PC1 <= -0.1595066
    PC2 <= 0.9487218
    PC8 > -3.17329
    PC8 <= 0.03259309
    PC28 > -0.144028
    PC30 <= 0.1863142
    PC33 > -0.2528173
    PC43 <= -1.724532
    PC76 > -1.054394
    ->  class 2\|2  [0.976]

Rule 1/209: (218.2/4.5, lift 10.2)
    PC1 <= -0.1595066
    PC2 <= 0.9487218
    PC8 > 0.03259309
    PC8 <= 1.961819
    PC10 > 0.04386396
    PC20 > -0.1076561
    PC27 > -0.5072927
    PC44 <= 0.8791986
    PC50 <= 0.2657936
    PC53 > -1.102365
    PC75 > -0.7031395
    PC79 <= 0.2087173
    PC81 > 0.06362633
    ->  class 2\|2  [0.975]

Rule 1/210: (42.4/0.8, lift 10.0)
    PC1 > -0.1595066
    PC1 <= 13.07604
    PC2 <= 0.9487218
    PC6 <= -1.293618
    PC8 > -4.510222
    PC44 <= 0.800207
    PC84 <= -0.08783618
    ->  class 2\|2  [0.960]

Rule 1/211: (21.2, lift 10.0)
    PC1 <= -0.1595066
    PC8 > 0.03259309
    PC11 <= -3.149428
    ->  class 2\|2  [0.957]

Rule 1/212: (14.4, lift 9.8)
    PC1 <= -0.1595066
    PC2 <= 0.9487218
    PC8 > 0.03259309
    PC8 <= 1.961819
    PC20 > -0.1076561
    PC50 > 0.2657936
    PC93 > 0.4416389
    ->  class 2\|2  [0.939]

Rule 1/213: (12.9, lift 9.7)
    PC5 > -1.163731
    PC8 > -3.17329
    PC8 <= 0.03259309
    PC62 <= -5.666328
    PC76 <= -1.054394
    ->  class 2\|2  [0.933]

Rule 1/214: (227.3/15.9, lift 9.7)
    PC1 <= -0.1595066
    PC2 <= -1.025067
    PC4 > -0.4804776
    PC8 > 0.03259309
    PC8 <= 1.961819
    PC10 > 0.04386396
    PC20 > -0.1076561
    PC50 <= 0.2657936
    PC53 > -1.102365
    PC56 > -0.2675757
    PC75 > -0.7031395
    PC76 <= -0.00582816
    PC79 <= 0.2087173
    PC84 > -0.2631463
    PC87 > -0.7905046
    PC94 > -0.923311
    ->  class 2\|2  [0.926]

Rule 1/215: (9.1, lift 9.5)
    PC1 <= -0.1595066
    PC2 <= 0.9487218
    PC8 > 0.03259309
    PC20 <= -0.1076561
    PC21 <= 0.6690692
    PC37 > 0.5671712
    PC70 > -0.2392359
    ->  class 2\|2  [0.910]

Rule 1/216: (21.2/1.5, lift 9.3)
    PC1 <= -0.1595066
    PC2 <= 0.9487218
    PC5 > -1.163731
    PC8 > -3.17329
    PC8 <= 0.03259309
    PC76 <= -1.054394
    PC100 <= -0.8397883
    ->  class 2\|2  [0.892]

Rule 1/217: (9.8/0.8, lift 8.9)
    PC1 <= -0.1595066
    PC2 <= -1.025067
    PC8 > 0.03259309
    PC8 <= 0.2256598
    PC50 > 0.2657936
    ->  class 2\|2  [0.852]

Rule 1/218: (159.8/33.3, lift 8.2)
    PC1 <= -0.1595066
    PC2 <= 0.9487218
    PC5 > -0.2209428
    PC8 <= 0.03259309
    PC38 > 0.138903
    PC44 <= 0.9311759
    PC54 > 0.3231218
    ->  class 2\|2  [0.788]

Rule 1/219: (132.6/45.5, lift 6.8)
    PC1 <= -0.1595066
    PC2 <= 0.9487218
    PC8 > 0.03259309
    PC23 > 1.600178
    ->  class 2\|2  [0.655]

Rule 1/220: (2649.3/1329.6, lift 5.2)
    PC1 <= -0.1595066
    PC2 <= 0.9487218
    PC8 > -3.17329
    PC8 <= 0.03259309
    PC76 > -1.054394
    ->  class 2\|2  [0.498]

Rule 1/221: (212.9, lift 8.3)
    PC1 <= -0.1595066
    PC5 <= -0.4144403
    PC8 > -3.17329
    PC8 <= -1.288623
    PC10 > -0.06445465
    PC45 <= 0.3298274
    PC63 <= 0.08645862
    PC79 > -0.2593714
    ->  class 2\|3  [0.995]

Rule 1/222: (269.7/3, lift 8.3)
    PC1 <= -0.1595066
    PC8 <= -3.17329
    PC18 > -0.4932421
    PC38 <= 0.138903
    PC54 <= 1.662174
    PC85 <= 0.289643
    PC95 <= 0.007704986
    ->  class 2\|3  [0.985]

Rule 1/223: (106.8/0.8, lift 8.3)
    PC1 <= -0.1595066
    PC8 <= -3.17329
    PC18 > -0.4932421
    PC38 <= 0.138903
    PC42 <= -0.4125371
    PC44 <= 0.9311759
    ->  class 2\|3  [0.984]

Rule 1/224: (58.3, lift 8.2)
    PC1 <= -0.1595066
    PC2 <= 0.9487218
    PC6 > -0.5188246
    PC8 > -3.17329
    PC8 <= -1.288623
    PC10 <= -0.06445465
    PC37 <= 1.408006
    PC60 <= 0.3016474
    ->  class 2\|3  [0.983]

Rule 1/225: (47, lift 8.2)
    PC1 <= -0.1595066
    PC2 <= 0.9487218
    PC8 > -3.17329
    PC8 <= 0.03259309
    PC17 > 0.6107572
    PC33 > -0.2528173
    PC60 > 0.3016474
    PC76 > -1.054394
    PC96 <= -0.001453825
    ->  class 2\|3  [0.980]

Rule 1/226: (37.1, lift 8.2)
    PC1 <= -0.1595066
    PC6 > 6.78757
    PC8 <= 0.03259309
    PC60 <= 0.3016474
    ->  class 2\|3  [0.974]

Rule 1/227: (222.7/5.3, lift 8.2)
    PC1 <= -0.1595066
    PC2 <= 0.9487218
    PC8 <= -1.288623
    PC10 <= -0.06445465
    PC15 > -2.639711
    PC47 > -0.1410343
    PC60 <= 0.3016474
    PC76 > -1.054394
    PC79 > -0.2593714
    ->  class 2\|3  [0.972]

Rule 1/228: (31.1, lift 8.1)
    PC2 <= 0.9487218
    PC3 > -1.640187
    PC6 <= 6.78757
    PC8 > -3.17329
    PC8 <= 0.03259309
    PC15 <= -2.639711
    PC60 <= 0.3016474
    ->  class 2\|3  [0.970]

Rule 1/229: (22, lift 8.0)
    PC1 <= -0.1595066
    PC2 <= 0.9487218
    PC8 > -3.17329
    PC8 <= -1.288623
    PC12 <= 3.699329
    PC45 <= 0.3298274
    PC60 <= 0.3016474
    PC76 > -1.054394
    PC79 <= -0.2593714
    ->  class 2\|3  [0.958]

Rule 1/230: (518.2/22, lift 8.0)
    PC1 <= -0.264861
    PC2 <= 0.9487218
    PC8 > -3.17329
    PC8 <= 0.03259309
    PC14 <= 2.132651
    PC17 <= 0.6107572
    PC28 > -0.144028
    PC29 <= 0.2775553
    PC30 <= 0.1502499
    PC33 > -0.2528173
    PC43 > -1.724532
    PC49 > -0.4592837
    PC50 > -0.9150133
    PC60 > 0.3016474
    PC65 <= 0.9533288
    ->  class 2\|3  [0.956]

Rule 1/231: (78/3, lift 8.0)
    PC1 <= -0.1595066
    PC2 <= 0.9487218
    PC4 > -0.3480053
    PC8 <= -1.288623
    PC33 > 0.1693985
    PC45 <= 0.3298274
    PC60 <= 0.3016474
    PC63 <= 0.08645862
    ->  class 2\|3  [0.950]

Rule 1/232: (63.6/2.3, lift 8.0)
    PC3 > -1.640187
    PC8 > -3.17329
    PC8 <= 0.03259309
    PC12 > 3.699329
    PC30 <= 0.2058713
    PC60 <= 0.3016474
    PC76 > -1.054394
    ->  class 2\|3  [0.950]

Rule 1/233: (16.7, lift 7.9)
    PC2 <= 0.9487218
    PC8 <= 0.03259309
    PC14 > 2.132651
    PC22 <= 0.4677752
    PC30 <= -0.1221041
    PC58 <= 0.2430695
    ->  class 2\|3  [0.946]

Rule 1/234: (107.6/5.3, lift 7.9)
    PC2 <= 0.9487218
    PC3 > -1.640187
    PC8 <= -1.288623
    PC15 > -2.639711
    PC37 <= 1.408006
    PC60 <= 0.3016474
    PC76 > -1.054394
    PC94 > 0.6326718
    ->  class 2\|3  [0.942]

Rule 1/235: (12.9, lift 7.8)
    PC2 <= 0.9487218
    PC8 <= -1.288623
    PC37 <= 1.408006
    PC60 <= 0.3016474
    PC76 > -1.054394
    PC83 > 1.330429
    ->  class 2\|3  [0.933]

Rule 1/236: (32.6/2.3, lift 7.6)
    PC2 <= 0.9487218
    PC8 > -3.17329
    PC8 <= -1.288623
    PC14 <= -1.269763
    PC37 <= 1.408006
    PC60 <= 0.3016474
    PC63 <= 0.08645862
    PC94 <= 0.6326718
    ->  class 2\|3  [0.905]

Rule 1/237: (34.1/3, lift 7.5)
    PC1 <= -0.1595066
    PC2 <= 0.9487218
    PC8 > -3.17329
    PC8 <= 0.03259309
    PC14 <= 2.132651
    PC47 <= -0.7438647
    PC58 <= 0.2430695
    PC60 > 0.3016474
    PC84 <= 0.04348685
    ->  class 2\|3  [0.888]

Rule 1/238: (69.7/7.6, lift 7.4)
    PC1 <= -0.1595066
    PC2 <= 0.9487218
    PC8 > -3.17329
    PC8 <= 0.03259309
    PC14 <= 2.132651
    PC30 > 0.1863142
    PC36 <= 0.2510339
    PC58 <= 0.2430695
    PC60 > 0.3016474
    PC84 > 0.04348685
    PC87 > -0.7087166
    ->  class 2\|3  [0.880]

Rule 1/239: (43.2/8.3, lift 6.7)
    PC2 <= 0.9487218
    PC3 > -1.640187
    PC4 <= -0.3480053
    PC8 > -3.17329
    PC8 <= -1.288623
    PC10 > -0.06445465
    PC60 <= 0.3016474
    PC76 > -1.054394
    ->  class 2\|3  [0.793]

Rule 1/240: (40.2/10.6, lift 6.1)
    PC1 <= -0.1595066
    PC2 <= 0.9487218
    PC8 > -3.17329
    PC8 <= 0.03259309
    PC14 <= 2.132651
    PC33 <= -0.2528173
    PC37 <= 1.408006
    PC57 > 0.3862784
    PC58 <= 0.2430695
    PC86 <= 0.9622274
    ->  class 2\|3  [0.725]

Rule 1/241: (22.7/11.4, lift 4.2)
    PC1 <= -0.1595066
    PC2 <= 0.9487218
    PC3 <= -1.640187
    PC8 <= 0.03259309
    ->  class 2\|3  [0.500]

Rule 1/242: (9198.4/6972.8, lift 2.0)
    PC1 <= -0.1595066
    PC2 <= 0.9487218
    ->  class 2\|3  [0.242]

Rule 1/243: (11769.5/9392.4, lift 1.7)
    PC2 <= 0.9487218
    ->  class 2\|3  [0.202]

Rule 1/244: (122/0.8, lift 17.7)
    PC1 <= -0.1595066
    PC5 <= -0.2209428
    PC8 <= -3.17329
    PC21 > 0.3200625
    ->  class 2\|4  [0.986]

Rule 1/245: (71.2/0.8, lift 17.5)
    PC1 > -0.1595066
    PC8 <= -4.510222
    PC21 > 0.002863731
    PC65 > -2.581725
    PC85 > 0.4262402
    ->  class 2\|4  [0.976]

Rule 1/246: (100.8/1.5, lift 17.5)
    PC5 > 0.1154924
    PC8 <= -3.17329
    PC11 <= -0.8080708
    PC18 <= -0.1780865
    PC38 <= 0.138903
    PC42 > -0.4125371
    PC54 <= 1.662174
    PC67 <= 0.3265954
    PC82 <= 0.1318398
    PC85 > -0.5435712
    PC85 <= 0.289643
    PC95 > 0.007704986
    ->  class 2\|4  [0.976]

Rule 1/247: (266.6/7.6, lift 17.4)
    PC1 <= -0.1595066
    PC5 > -0.2209428
    PC8 <= -3.17329
    PC44 > 0.9311759
    PC64 <= 1.34472
    PC79 <= 0.3171894
    ->  class 2\|4  [0.968]

Rule 1/248: (281.8/9.8, lift 17.3)
    PC2 <= 0.9487218
    PC8 <= -3.17329
    PC16 <= -0.07314441
    PC38 <= 0.138903
    PC49 <= 0.1794595
    PC56 <= 0.3467955
    PC85 > 0.289643
    PC90 > -0.4841793
    PC93 <= 0.3468122
    ->  class 2\|4  [0.962]

Rule 1/249: (228/12.9, lift 16.9)
    PC1 <= -0.1595066
    PC8 <= -3.17329
    PC28 > 0.04549059
    PC38 <= 0.138903
    PC85 <= 0.289643
    ->  class 2\|4  [0.940]

Rule 1/250: (10.6, lift 16.5)
    PC2 <= 0.9487218
    PC8 <= -3.17329
    PC85 > 0.289643
    PC93 > 0.3468122
    PC95 > 1.539598
    ->  class 2\|4  [0.921]

Rule 1/251: (45.5/3, lift 16.4)
    PC2 <= 0.9487218
    PC8 > -3.17329
    PC8 <= 0.03259309
    PC17 > 0.6107572
    PC33 > -0.2528173
    PC60 > 0.3016474
    PC96 > -0.001453825
    ->  class 2\|4  [0.915]

Rule 1/252: (9.1, lift 16.3)
    PC1 > -0.264861
    PC1 <= -0.1595066
    PC2 <= 0.9487218
    PC8 > -3.17329
    PC8 <= 0.03259309
    PC58 <= 0.2430695
    PC60 > 0.3016474
    ->  class 2\|4  [0.910]

Rule 1/253: (7.6, lift 16.1)
    PC37 <= -17.50428
    ->  class 2\|4  [0.896]

Rule 1/254: (9.9/0.8, lift 15.3)
    PC1 > -0.1595066
    PC2 <= 0.9487218
    PC6 > -1.293618
    PC8 > -4.510222
    PC9 <= 0.3737549
    PC19 > -1.25138
    PC58 <= -0.4834135
    ->  class 2\|4  [0.852]

Rule 1/255: (6.8/0.8, lift 14.4)
    PC8 <= -3.17329
    PC39 <= -4.255352
    PC85 <= 0.289643
    ->  class 2\|4  [0.801]

Rule 1/256: (25/4.5, lift 14.3)
    PC1 <= -0.1595066
    PC2 <= 0.9487218
    PC8 > -3.17329
    PC8 <= 0.03259309
    PC14 <= 2.132651
    PC29 > 0.2775553
    PC30 <= 0.1863142
    PC60 > 0.3016474
    ->  class 2\|4  [0.795]

Rule 1/257: (34.1/6.8, lift 14.1)
    PC1 <= -0.1595066
    PC2 <= 0.9487218
    PC8 > -3.17329
    PC8 <= 0.03259309
    PC37 > 1.408006
    ->  class 2\|4  [0.783]

Rule 1/258: (30.3/6.1, lift 14.0)
    PC2 <= 0.9487218
    PC8 > -3.17329
    PC8 <= 0.03259309
    PC29 <= 0.2775553
    PC30 <= 0.1863142
    PC33 > -0.2528173
    PC60 > 0.3016474
    PC65 > 0.9533288
    PC76 > -1.054394
    ->  class 2\|4  [0.781]

Default class: 0\|2

-----  Trial 2:  -----

Rules:

Rule 2/1: (78/0.6, lift 18.3)
    PC13 <= 7.685694
    PC17 > -0.3188723
    PC18 > 0.6264705
    PC26 <= -0.6701717
    PC33 <= 3.147327
    PC49 <= 0.9187676
    PC56 <= 1.217546
    PC82 > -1.210986
    ->  class 0\|0  [0.980]

Rule 2/2: (48.7, lift 18.3)
    PC2 > -0.1416927
    PC9 > 0.414758
    PC18 > 0.6264705
    PC35 > 0.4428198
    ->  class 0\|0  [0.980]

Rule 2/3: (19, lift 17.8)
    PC1 <= -0.3350028
    PC2 > -0.1416927
    PC5 > -2.398256
    PC5 <= -0.7813728
    PC18 > -2.332614
    PC64 > 0.9884205
    ->  class 0\|0  [0.952]

Rule 2/4: (7.5/1.2, lift 14.4)
    PC2 > -0.1416927
    PC17 <= -0.3188723
    PC18 > 0.6264705
    PC53 <= -1.087344
    PC56 > -0.6469362
    PC77 > -2.135861
    PC98 > -1.416949
    ->  class 0\|0  [0.774]

Rule 2/5: (36.4/8.1, lift 14.2)
    PC1 <= -0.3350028
    PC2 > -0.1416927
    PC13 > -5.014024
    PC13 <= 9.035728
    PC17 <= -0.3188723
    PC18 > 0.6264705
    PC49 <= 1.114548
    PC56 <= -0.6469362
    PC98 > -1.416949
    ->  class 0\|0  [0.762]

Rule 2/6: (1770.2/838.5, lift 9.8)
    PC1 <= -0.3350028
    PC2 > -0.1416927
    PC13 > -5.014024
    PC13 <= 8.296689
    PC17 > -0.3188723
    PC18 > 0.6264705
    PC28 <= 3.406951
    PC49 <= 1.114548
    PC66 <= 2.271071
    PC72 <= 1.023409
    PC98 > -1.416949
    ->  class 0\|0  [0.526]

Rule 2/7: (118.4, lift 13.3)
    PC1 <= -0.3350028
    PC2 > -0.1416927
    PC13 <= 9.035728
    PC17 <= -0.3188723
    PC18 > 0.6264705
    PC28 <= 3.406951
    PC32 > -0.8894044
    PC46 <= 2.019221
    PC53 > -1.087344
    PC56 > -0.6469362
    PC77 > -2.135861
    PC99 > -0.4907387
    ->  class 0\|1  [0.992]

Rule 2/8: (89.3, lift 13.2)
    PC1 <= -0.3350028
    PC2 > -0.1416927
    PC13 > -5.014024
    PC13 <= 8.296689
    PC17 > -0.3188723
    PC18 > 0.6264705
    PC24 <= 1.588003
    PC26 > 0.6524322
    PC56 <= 1.217546
    PC82 > -1.210986
    PC86 > -1.532868
    PC98 > -1.134531
    ->  class 0\|1  [0.989]

Rule 2/9: (114.2/0.6, lift 13.2)
    PC1 <= -0.3350028
    PC9 <= 0.414758
    PC13 > -5.014024
    PC13 <= 7.685694
    PC17 > -0.3188723
    PC18 > 0.6264705
    PC35 > 0.4428198
    PC47 <= 0.8611545
    PC82 > -1.210986
    ->  class 0\|1  [0.986]

Rule 2/10: (55.5, lift 13.1)
    PC1 <= -0.3350028
    PC13 <= 8.296689
    PC18 > 0.6264705
    PC21 <= 0.4791392
    PC32 <= 0.5208148
    PC35 <= 0.4428198
    PC56 <= 1.217546
    PC60 > -0.2017698
    PC89 > 0.2291946
    PC94 <= 0.7938609
    PC98 > -1.416949
    PC100 > -0.7559403
    ->  class 0\|1  [0.983]

Rule 2/11: (54.5, lift 13.1)
    PC2 > -0.1416927
    PC5 > -0.7813728
    PC33 > -0.2955527
    PC52 > -0.4059413
    PC56 > -1.835677
    PC56 <= 0.5600032
    PC78 > 1.749331
    ->  class 0\|1  [0.982]

Rule 2/12: (52.3, lift 13.1)
    PC1 <= -0.3350028
    PC13 > -5.014024
    PC13 <= 9.035728
    PC18 > 0.6264705
    PC21 <= 0.4791392
    PC25 > 0.3210893
    PC32 <= 0.5208148
    PC35 <= 0.4428198
    PC49 <= 1.114548
    PC60 <= -0.2017698
    PC82 > -1.210986
    PC86 > -1.532868
    PC98 > -1.416949
    ->  class 0\|1  [0.982]

Rule 2/13: (49.8, lift 13.1)
    PC17 > -0.3188723
    PC18 > 0.6264705
    PC21 <= -0.9078286
    PC60 > -0.1871502
    PC82 > -1.210986
    PC98 > -1.416949
    ->  class 0\|1  [0.981]

Rule 2/14: (49.2, lift 13.1)
    PC18 > 0.6264705
    PC26 > -0.6701717
    PC32 <= 0.5208148
    PC45 > 1.486699
    PC46 <= 2.019221
    PC60 <= -0.2017698
    PC80 > -0.7707753
    PC82 > -1.210986
    PC100 > -0.7559403
    ->  class 0\|1  [0.980]

Rule 2/15: (37.6, lift 13.0)
    PC1 <= -0.3350028
    PC2 > -0.1416927
    PC13 > -5.014024
    PC13 <= 9.035728
    PC18 > 0.6264705
    PC46 <= 2.019221
    PC49 <= 1.114548
    PC94 <= 0.7938609
    PC95 > 0.8596638
    PC100 > -0.7559403
    ->  class 0\|1  [0.975]

Rule 2/16: (33.1, lift 13.0)
    PC1 <= -0.3350028
    PC12 > -0.7765414
    PC13 <= 9.035728
    PC17 > -0.3188723
    PC25 <= -0.452711
    PC32 <= 0.5208148
    PC60 > -0.2017698
    PC77 > -2.135861
    PC100 > -0.7559403
    ->  class 0\|1  [0.972]

Rule 2/17: (70.5/1.2, lift 13.0)
    PC2 > -0.1416927
    PC13 > -5.014024
    PC13 <= 9.035728
    PC18 > 0.6264705
    PC33 > 3.147327
    PC86 > -1.532868
    ->  class 0\|1  [0.970]

Rule 2/18: (28.8, lift 12.9)
    PC1 <= -0.3350028
    PC2 > -0.1416927
    PC10 <= 3.218005
    PC18 > -1.015757
    PC18 <= 0.6264705
    PC44 <= 0.7117437
    PC86 <= -1.772537
    ->  class 0\|1  [0.968]

Rule 2/19: (84.2/1.7, lift 12.9)
    PC1 <= -0.3350028
    PC13 <= 8.296689
    PC17 > -0.3188723
    PC18 > 0.9880695
    PC21 <= 0.4791392
    PC32 <= 0.5208148
    PC35 <= 0.4428198
    PC46 > 0.1894281
    PC49 <= 1.114548
    PC60 > -0.2017698
    PC98 > -1.416949
    PC100 > -0.7559403
    ->  class 0\|1  [0.968]

Rule 2/20: (25.3, lift 12.9)
    PC1 <= -0.3350028
    PC2 > -0.1416927
    PC6 <= 0.1806631
    PC10 <= 3.218005
    PC18 > -1.015757
    PC44 <= 0.7117437
    PC50 <= -1.183331
    ->  class 0\|1  [0.963]

Rule 2/21: (25.1, lift 12.9)
    PC1 <= -0.3350028
    PC2 > 1.40607
    PC13 <= 8.296689
    PC15 > -0.3743086
    PC18 <= 1.296624
    PC26 <= 0.6524322
    PC32 > 0.5208148
    PC46 <= 2.019221
    PC72 > -0.5107465
    PC77 > -2.135861
    PC82 > -1.210986
    PC98 > -1.416949
    ->  class 0\|1  [0.963]

Rule 2/22: (24.6, lift 12.9)
    PC18 > 0.6264705
    PC21 > 0.3970467
    PC21 <= 0.4791392
    PC32 <= 0.5208148
    PC82 > -1.210986
    ->  class 0\|1  [0.962]

Rule 2/23: (23.8, lift 12.8)
    PC1 <= -0.3350028
    PC2 > -0.1416927
    PC12 <= -0.7765414
    PC13 > -5.014024
    PC18 > 0.6264705
    PC33 <= 0.9588181
    PC35 <= 0.4428198
    PC56 <= 1.217546
    PC60 > -0.2017698
    PC80 > -0.7707753
    PC86 > -1.532868
    PC94 > -0.8800409
    PC94 <= 0.7938609
    PC98 > -1.416949
    PC100 > -0.7559403
    ->  class 0\|1  [0.961]

Rule 2/24: (22.8, lift 12.8)
    PC2 > -0.1416927
    PC3 <= -4.121758
    PC13 > -5.014024
    PC13 <= 9.035728
    PC21 <= 0.4791392
    PC26 <= 0.6524322
    PC32 > 0.5208148
    PC72 > -0.5107465
    PC77 > -2.135861
    PC94 <= 0.7938609
    PC100 > -0.7559403
    ->  class 0\|1  [0.960]

Rule 2/25: (134.2/4.6, lift 12.8)
    PC1 <= -0.3350028
    PC2 > -0.1416927
    PC13 > -5.014024
    PC13 <= 9.035728
    PC18 > 0.6264705
    PC32 <= 0.5208148
    PC33 > 0.9588181
    PC46 <= 0.1894281
    PC56 <= 1.217546
    PC60 > -0.2017698
    PC82 > -1.210986
    PC86 > -1.532868
    PC100 > -0.7559403
    ->  class 0\|1  [0.959]

Rule 2/26: (49.8/1.2, lift 12.8)
    PC17 > -0.3188723
    PC18 > 0.9420487
    PC21 <= 0.4791392
    PC22 <= 5.419818
    PC49 <= 1.114548
    PC56 > 1.217546
    PC72 <= 1.023409
    PC98 > -1.416949
    ->  class 0\|1  [0.958]

Rule 2/27: (89/2.9, lift 12.8)
    PC13 > -5.014024
    PC15 <= -0.3743086
    PC18 > 0.6264705
    PC21 <= 0.4791392
    PC26 > -0.6701717
    PC26 <= 0.6524322
    PC28 <= 3.406951
    PC66 <= 2.271071
    ->  class 0\|1  [0.957]

Rule 2/28: (35/0.6, lift 12.8)
    PC1 <= -0.3350028
    PC2 > -0.1416927
    PC13 > -5.014024
    PC18 > 0.6264705
    PC26 <= 0.6524322
    PC31 <= -0.2716187
    PC32 <= 0.5208148
    PC82 > -1.210986
    ->  class 0\|1  [0.957]

Rule 2/29: (132.4/5.2, lift 12.7)
    PC1 <= -0.3350028
    PC2 > 1.40607
    PC5 > -0.7813728
    PC10 <= 3.218005
    PC18 > -1.015757
    PC18 <= 0.6264705
    PC32 > -1.693665
    PC44 > 0.7117437
    PC56 > -2.078349
    ->  class 0\|1  [0.954]

Rule 2/30: (44.4/1.2, lift 12.7)
    PC1 <= -0.3350028
    PC2 > 1.40607
    PC5 > -2.398256
    PC5 <= -0.7813728
    PC18 > -2.332614
    PC18 <= 0.6264705
    PC64 <= 0.9884205
    ->  class 0\|1  [0.953]

Rule 2/31: (53.6/1.7, lift 12.7)
    PC2 > -0.1416927
    PC13 > -5.014024
    PC13 <= 9.035728
    PC18 > 0.6264705
    PC20 > -1.037631
    PC66 <= 2.271071
    PC98 <= -1.416949
    ->  class 0\|1  [0.951]

Rule 2/32: (63.8/2.3, lift 12.7)
    PC1 <= -0.3350028
    PC2 > -0.1416927
    PC13 <= 9.035728
    PC17 > -0.3188723
    PC18 <= 4.688849
    PC28 <= 3.406951
    PC32 <= 0.5208148
    PC41 > 0.1511436
    PC72 <= 1.023409
    PC79 > -1.800981
    PC86 > -1.532868
    ->  class 0\|1  [0.950]

Rule 2/33: (24.3/0.6, lift 12.6)
    PC18 <= 0.6264705
    PC34 > 5.305574
    PC78 <= 1.749331
    PC79 <= -1.276785
    ->  class 0\|1  [0.940]

Rule 2/34: (14, lift 12.5)
    PC13 > -5.014024
    PC18 > 4.688849
    PC49 <= 1.114548
    PC60 <= -0.2017698
    PC86 > -1.532868
    PC94 > -0.8800409
    ->  class 0\|1  [0.938]

Rule 2/35: (12.7, lift 12.5)
    PC13 <= -5.014024
    PC18 > 0.6264705
    PC25 > 0.5971911
    PC28 <= 3.406951
    PC46 <= 2.019221
    PC77 > -2.135861
    ->  class 0\|1  [0.932]

Rule 2/36: (44.7/2.3, lift 12.4)
    PC13 > -5.014024
    PC13 <= 7.685694
    PC18 > 0.6264705
    PC21 <= 0.4791392
    PC26 <= 0.6524322
    PC49 <= 1.114548
    PC66 <= 2.271071
    PC72 <= 1.023409
    PC82 > -1.210986
    PC86 > -1.532868
    PC94 <= -0.8800409
    ->  class 0\|1  [0.929]

Rule 2/37: (25.7/1.2, lift 12.3)
    PC2 > -0.1416927
    PC13 <= 7.685694
    PC14 > 1.991589
    PC18 > 0.6264705
    PC32 <= 0.5208148
    PC100 > -0.7559403
    ->  class 0\|1  [0.922]

Rule 2/38: (25.5/1.2, lift 12.3)
    PC2 > -0.1416927
    PC18 > 0.6264705
    PC32 <= 0.5208148
    PC46 <= 0.1894281
    PC56 <= 1.217546
    PC60 > -0.2017698
    PC60 <= -0.1871502
    ->  class 0\|1  [0.921]

Rule 2/39: (31.3/1.7, lift 12.3)
    PC13 > -5.014024
    PC13 <= 7.685694
    PC18 > 0.6264705
    PC21 <= 0.4791392
    PC28 <= 3.406951
    PC46 <= 2.019221
    PC56 <= 1.217546
    PC82 <= -1.210986
    ->  class 0\|1  [0.918]

Rule 2/40: (10, lift 12.2)
    PC13 <= 9.035728
    PC18 > 0.6264705
    PC26 > -0.6701717
    PC28 > 1.439159
    PC35 <= 0.4428198
    PC49 <= 1.114548
    PC60 <= -0.2017698
    PC77 > -2.135861
    PC98 > -1.416949
    ->  class 0\|1  [0.916]

Rule 2/41: (69.7/5.2, lift 12.2)
    PC12 > 1.645578
    PC13 <= 7.685694
    PC18 > 0.6264705
    PC26 > -0.6701717
    PC49 <= 1.114548
    PC66 <= 2.271071
    PC72 <= 1.023409
    PC94 <= 0.7938609
    ->  class 0\|1  [0.913]

Rule 2/42: (55.4/4.2, lift 12.2)
    PC1 <= -0.3350028
    PC2 > 1.40607
    PC5 > -0.7813728
    PC8 > 0.1566612
    PC18 > -1.015757
    PC18 <= 0.6264705
    PC86 > -1.772537
    ->  class 0\|1  [0.910]

Rule 2/43: (28/1.7, lift 12.1)
    PC1 <= -0.3350028
    PC2 > -0.1416927
    PC13 > -5.014024
    PC13 <= 7.685694
    PC18 > 0.6264705
    PC32 > 0.5208148
    PC80 > -0.7707753
    PC86 > -1.532868
    PC97 > 0.6130037
    PC100 > -0.7559403
    ->  class 0\|1  [0.909]

Rule 2/44: (64/5.3, lift 12.1)
    PC1 <= -0.3350028
    PC13 > -5.014024
    PC17 > -0.3188723
    PC18 > 0.6264705
    PC19 > -0.01168047
    PC21 <= 0.4791392
    PC26 > -0.6701717
    PC56 <= 1.217546
    PC80 > -0.7707753
    PC82 > -1.210986
    PC86 > -1.532868
    PC100 > -0.7559403
    ->  class 0\|1  [0.904]

Rule 2/45: (52.6/5.2, lift 11.8)
    PC2 > -0.1416927
    PC18 > 0.6264705
    PC32 <= 0.5208148
    PC35 <= 0.4428198
    PC60 <= -0.2017698
    PC72 <= 1.023409
    PC79 <= -1.800981
    PC80 > -0.7707753
    PC100 > -0.7559403
    ->  class 0\|1  [0.886]

Rule 2/46: (78.9/10.4, lift 11.5)
    PC12 > -0.7765414
    PC13 <= 8.296689
    PC17 > -0.3188723
    PC18 > 0.6264705
    PC21 <= 0.4791392
    PC32 <= 0.5208148
    PC46 <= 0.1894281
    PC49 <= 1.114548
    PC60 > -0.2017698
    PC86 > -1.532868
    PC94 <= -0.2028561
    ->  class 0\|1  [0.859]

Rule 2/47: (12.4/1.2, lift 11.4)
    PC1 <= -0.3350028
    PC2 > -0.1416927
    PC6 > 0.1375022
    PC18 > -1.015757
    PC18 <= 0.6264705
    PC26 > -0.4106773
    ->  class 0\|1  [0.850]

Rule 2/48: (32.6/4.7, lift 11.1)
    PC13 > 8.296689
    PC13 <= 9.035728
    PC18 > 0.6264705
    PC72 <= 1.023409
    PC77 > -2.135861
    PC98 > -1.416949
    ->  class 0\|1  [0.834]

Rule 2/49: (66.7/15.2, lift 10.2)
    PC1 <= -0.3350028
    PC2 > -0.1416927
    PC10 <= 3.218005
    PC18 > -1.015757
    PC18 <= 0.6264705
    PC37 <= -1.823118
    ->  class 0\|1  [0.765]

Rule 2/50: (34.9/8.7, lift 9.9)
    PC2 > -0.1416927
    PC13 > -5.014024
    PC13 <= 9.035728
    PC18 > 0.6264705
    PC66 > 2.271071
    ->  class 0\|1  [0.737]

Rule 2/51: (10/4.1, lift 7.7)
    PC1 <= -0.3350028
    PC3 > -0.418959
    PC18 > -1.268898
    PC18 <= -1.015757
    ->  class 0\|1  [0.577]

Rule 2/52: (37.1, lift 10.0)
    PC4 <= -8.287465
    PC18 <= -1.015757
    ->  class 0\|2  [0.974]

Rule 2/53: (21.4, lift 9.8)
    PC2 > -0.1416927
    PC13 > -5.014024
    PC14 <= 0.335197
    PC18 > 0.6264705
    PC21 > 0.4791392
    PC49 <= 1.114548
    PC66 <= 2.271071
    ->  class 0\|2  [0.957]

Rule 2/54: (33.8/1.7, lift 9.5)
    PC1 <= -0.3350028
    PC2 > -0.1416927
    PC17 > -0.3188723
    PC18 <= 0.9420487
    PC56 > 1.217546
    PC66 <= 2.271071
    ->  class 0\|2  [0.924]

Rule 2/55: (66.1/4.6, lift 9.4)
    PC18 <= -1.015757
    PC28 > 3.004325
    PC36 <= 3.641171
    PC39 > -1.666827
    PC44 > -1.762264
    PC97 > -1.232648
    ->  class 0\|2  [0.917]

Rule 2/56: (9903.5/7964.5, lift 2.0)
    PC2 > -0.1416927
    ->  class 0\|2  [0.196]

Rule 2/57: (104.2, lift 12.6)
    PC2 > -0.1416927
    PC17 <= -1.503526
    PC20 <= -3.77979
    PC25 > -2.254268
    PC46 > -1.28249
    PC53 <= 3.772736
    PC78 <= 1.749331
    ->  class 0\|3  [0.991]

Rule 2/58: (100.2, lift 12.6)
    PC1 <= -0.3350028
    PC17 <= -1.503526
    PC18 <= -1.015757
    PC31 > -0.2835046
    PC34 > -3.188752
    PC46 > -1.28249
    PC66 > -4.692316
    PC78 <= 1.749331
    PC94 <= -0.4884409
    ->  class 0\|3  [0.990]

Rule 2/59: (282.5/2.3, lift 12.6)
    PC1 <= -0.3350028
    PC4 > -8.287465
    PC5 > -0.501222
    PC10 > -2.382038
    PC17 <= -1.503526
    PC18 <= -1.015757
    PC28 <= 3.004325
    PC31 > -0.2835046
    PC32 <= 0.9692289
    PC34 > -3.188752
    PC44 > -0.3578808
    PC47 > -0.8594145
    PC57 > -0.7349861
    PC63 <= 1.37296
    PC70 <= 0.7271047
    PC71 <= 0.5845043
    PC76 <= 1.15865
    PC89 > -0.8118241
    PC91 > -1.569897
    PC97 <= 0.6074641
    PC99 > -0.7344311
    ->  class 0\|3  [0.988]

Rule 2/60: (97/0.6, lift 12.5)
    PC1 <= -0.3350028
    PC2 > -0.1416927
    PC17 <= -1.503526
    PC18 <= 0.6264705
    PC28 <= 3.004325
    PC31 > -0.2835046
    PC32 <= 2.083007
    PC63 <= 1.37296
    PC70 <= 0.7271047
    PC74 > 0.3712149
    PC97 <= 1.146016
    ->  class 0\|3  [0.984]

Rule 2/61: (57.4, lift 12.5)
    PC18 <= -1.015757
    PC28 <= 3.004325
    PC31 > -0.2835046
    PC38 > -4.870486
    PC55 <= -0.7119342
    PC69 > -3.938603
    PC78 <= 1.749331
    PC89 <= 0.1742614
    PC100 > -0.3637367
    ->  class 0\|3  [0.983]

Rule 2/62: (53.7, lift 12.5)
    PC1 > -0.5996194
    PC1 <= -0.3350028
    PC17 <= -1.503526
    PC25 > -2.254268
    PC46 > -1.28249
    PC70 > 0.7271047
    PC78 <= 1.749331
    PC97 > -1.232648
    ->  class 0\|3  [0.982]

Rule 2/63: (104.8/1.2, lift 12.5)
    PC4 > -8.287465
    PC5 > -0.7813728
    PC18 <= -1.015757
    PC28 <= 3.004325
    PC32 <= 2.083007
    PC38 > -2.054124
    PC46 > 0.4559802
    PC53 <= 3.772736
    PC89 <= 0.1742614
    PC100 > -0.3637367
    ->  class 0\|3  [0.980]

Rule 2/64: (42.3, lift 12.4)
    PC2 > -0.1416927
    PC18 <= -1.015757
    PC34 <= 5.305574
    PC39 <= -1.666827
    PC78 <= 1.749331
    ->  class 0\|3  [0.977]

Rule 2/65: (38.2, lift 12.4)
    PC18 <= 0.6264705
    PC36 > 3.641171
    PC78 <= 1.749331
    ->  class 0\|3  [0.975]

Rule 2/66: (30.1, lift 12.3)
    PC2 > -0.1416927
    PC3 <= -0.418959
    PC18 <= -1.015757
    PC31 > -0.2835046
    PC38 > -4.870486
    PC39 > -1.666827
    PC66 > -4.692316
    PC89 > 1.715887
    PC97 > -1.232648
    ->  class 0\|3  [0.969]

Rule 2/67: (125.4/2.9, lift 12.3)
    PC4 > -4.227791
    PC4 <= 7.915581
    PC10 > 3.218005
    PC13 <= 12.85291
    PC18 > -1.015757
    PC18 <= 0.6264705
    PC50 <= 1.299475
    ->  class 0\|3  [0.969]

Rule 2/68: (38.3/0.6, lift 12.2)
    PC1 <= -0.3350028
    PC18 <= -1.015757
    PC52 <= -0.4059413
    PC78 > 1.749331
    ->  class 0\|3  [0.961]

Rule 2/69: (60.3/1.7, lift 12.2)
    PC1 > -0.3350028
    PC2 > -0.1416927
    PC3 <= 0.7001166
    PC7 > 0.4012715
    PC13 > -0.6745892
    PC16 > 0.03689682
    ->  class 0\|3  [0.956]

Rule 2/70: (169.3/7, lift 12.1)
    PC1 <= -0.3350028
    PC2 > -0.1416927
    PC4 <= 7.666716
    PC5 > -0.7813728
    PC18 <= -1.015757
    PC31 > -0.2835046
    PC96 > -2.587023
    PC97 <= -1.232648
    ->  class 0\|3  [0.954]

Rule 2/71: (172.3/7.5, lift 12.1)
    PC1 <= -0.3350028
    PC17 <= -1.503526
    PC18 <= -1.015757
    PC28 <= 3.004325
    PC31 > -0.2835046
    PC36 <= 1.567114
    PC44 <= -0.3578808
    PC63 <= 1.37296
    PC70 <= 0.7271047
    PC91 > -1.569897
    ->  class 0\|3  [0.951]

Rule 2/72: (27.6/0.6, lift 12.0)
    PC1 <= -0.3350028
    PC17 > -1.503526
    PC18 <= -1.015757
    PC28 <= 3.004325
    PC31 > -0.2835046
    PC34 <= 5.305574
    PC42 <= -0.6907107
    PC89 <= 0.1742614
    PC100 > -0.3637367
    ->  class 0\|3  [0.947]

Rule 2/73: (81.6/3.5, lift 12.0)
    PC5 > -0.7813728
    PC17 > -1.503526
    PC18 <= -1.015757
    PC20 <= -1.713675
    PC31 > -0.2835046
    PC38 > -4.870486
    PC69 > -3.938603
    PC78 <= 1.749331
    PC89 > 0.1742614
    ->  class 0\|3  [0.946]

Rule 2/74: (55.1/2.3, lift 12.0)
    PC1 <= -0.3350028
    PC2 > -0.1416927
    PC3 > -0.418959
    PC5 > -0.7813728
    PC18 <= -1.268898
    PC34 <= 5.305574
    PC45 <= 0.9715975
    PC46 > -1.28249
    PC78 <= 1.749331
    ->  class 0\|3  [0.942]

Rule 2/75: (42.9/1.7, lift 11.9)
    PC18 <= -1.015757
    PC30 <= -4.280624
    PC38 > -4.870486
    ->  class 0\|3  [0.939]

Rule 2/76: (11.6, lift 11.8)
    PC13 > 9.035728
    PC14 <= 2.15429
    PC18 > 0.6264705
    ->  class 0\|3  [0.926]

Rule 2/77: (25.4/1.2, lift 11.7)
    PC1 <= -0.3350028
    PC2 > -0.1416927
    PC10 <= 3.218005
    PC18 > -1.015757
    PC18 <= 0.6264705
    PC44 <= 0.7117437
    PC86 > 1.517864
    ->  class 0\|3  [0.921]

Rule 2/78: (44.5/2.9, lift 11.6)
    PC1 <= -0.3350028
    PC4 > -8.287465
    PC5 > -0.7813728
    PC18 <= -1.015757
    PC25 > -2.254268
    PC28 <= 3.004325
    PC31 > -0.2835046
    PC32 <= 0.9692289
    PC36 <= 1.567114
    PC46 > -1.28249
    PC71 <= 0.5845043
    PC91 > -1.569897
    PC97 > 0.7447746
    PC97 <= 1.146016
    ->  class 0\|3  [0.916]

Rule 2/79: (9.3, lift 11.6)
    PC2 > -0.1416927
    PC5 > -0.7813728
    PC18 <= 0.6264705
    PC78 > 1.749331
    PC90 > 4.399425
    ->  class 0\|3  [0.911]

Rule 2/80: (8.7, lift 11.5)
    PC1 <= -0.3350028
    PC2 > -0.1416927
    PC18 <= 0.6264705
    PC33 <= -0.2955527
    PC56 <= 0.5600032
    PC78 > 1.749331
    ->  class 0\|3  [0.906]

Rule 2/81: (50.2/4.1, lift 11.5)
    PC2 > -0.1416927
    PC3 <= -0.418959
    PC17 > -1.503526
    PC18 <= -1.015757
    PC31 > -0.2835046
    PC34 > -3.188752
    PC38 > -2.054124
    PC53 <= 3.772736
    PC69 > -3.938603
    PC97 > -1.232648
    PC100 <= -0.3637367
    ->  class 0\|3  [0.903]

Rule 2/82: (19.7/1.2, lift 11.4)
    PC13 > 9.035728
    PC14 > 2.15429
    PC97 > 1.291684
    ->  class 0\|3  [0.901]

Rule 2/83: (20.3/1.7, lift 11.2)
    PC18 <= 0.6264705
    PC28 > 3.778366
    PC44 <= 0.7117437
    PC86 > -1.772537
    PC86 <= 1.517864
    ->  class 0\|3  [0.877]

Rule 2/84: (42.4/5.2, lift 10.9)
    PC1 <= -0.3350028
    PC2 > -0.1416927
    PC46 > 2.019221
    ->  class 0\|3  [0.860]

Rule 2/85: (109.7/15.3, lift 10.9)
    PC1 <= -0.3350028
    PC4 > -8.287465
    PC17 <= -1.503526
    PC18 <= -1.015757
    PC27 <= 0.1345272
    PC31 > -0.2835046
    PC36 <= 1.567114
    PC46 > -1.28249
    PC57 > -0.7349861
    PC63 <= 1.37296
    PC74 <= 0.3712149
    PC91 > -1.569897
    PC97 <= 0.6074641
    ->  class 0\|3  [0.854]

Rule 2/86: (79/11, lift 10.8)
    PC1 <= -0.3350028
    PC2 > 1.40607
    PC8 <= 0.1566612
    PC11 <= -0.08075658
    PC18 > -1.015757
    PC18 <= 0.6264705
    PC44 <= 0.7117437
    ->  class 0\|3  [0.852]

Rule 2/87: (4.7, lift 10.8)
    PC13 > 9.035728
    PC13 <= 9.064151
    ->  class 0\|3  [0.852]

Rule 2/88: (52.9/8.1, lift 10.6)
    PC2 > -0.1416927
    PC18 <= 0.6264705
    PC42 > 2.631101
    PC44 <= 0.7117437
    PC50 > -1.183331
    PC73 > -1.365083
    ->  class 0\|3  [0.834]

Rule 2/89: (14/1.7, lift 10.5)
    PC17 > -1.503526
    PC18 <= -1.015757
    PC31 > -0.2835046
    PC31 <= -0.2429267
    PC38 > -2.054124
    PC53 <= 3.772736
    PC89 <= 0.1742614
    ->  class 0\|3  [0.829]

Rule 2/90: (21.4/7, lift 8.4)
    PC1 <= -0.3350028
    PC18 <= -1.015757
    PC31 <= -0.2835046
    PC34 <= 5.305574
    PC51 > 0.5567786
    PC78 <= 1.749331
    ->  class 0\|3  [0.661]

Rule 2/91: (47.9/16.2, lift 8.3)
    PC5 > -0.7813728
    PC11 <= 0.04943518
    PC18 <= 0.6264705
    PC34 > 5.305574
    PC79 > -1.276785
    ->  class 0\|3  [0.655]

Rule 2/92: (27.6/11.7, lift 7.3)
    PC5 > -2.398256
    PC5 <= -0.7813728
    PC18 <= -2.332614
    ->  class 0\|3  [0.570]

Rule 2/93: (203.9, lift 19.4)
    PC2 > -0.1416927
    PC4 <= 0.6493767
    PC6 <= 7.471952
    PC15 <= -3.589494
    PC16 <= 0.03689682
    ->  class 1\|0  [0.995]

Rule 2/94: (296.8/4.6, lift 19.1)
    PC2 <= -0.1416927
    PC4 > 0.3824726
    PC9 > 0.1704439
    PC10 <= 1.023987
    PC19 > -0.5891134
    PC86 <= 0.5252105
    ->  class 1\|0  [0.981]

Rule 2/95: (32.1, lift 18.9)
    PC1 > -0.3350028
    PC2 > -0.1416927
    PC5 <= 8.487348
    PC16 <= 0.03689682
    PC21 <= 0.5701441
    PC37 > 0.7047389
    PC47 <= 1.187572
    PC55 > -0.7408776
    PC70 > -0.1254295
    ->  class 1\|0  [0.971]

Rule 2/96: (123.5/2.9, lift 18.9)
    PC2 <= -0.1416927
    PC3 <= 0.5712223
    PC4 > 0.3824726
    PC10 <= 1.023987
    PC15 > 0.9479523
    PC19 > -0.5891134
    PC44 <= 1.688985
    ->  class 1\|0  [0.969]

Rule 2/97: (45.4/0.6, lift 18.9)
    PC1 > -0.3350028
    PC2 > -0.1416927
    PC16 <= 0.03689682
    PC19 > -0.7984828
    PC47 > 1.187572
    PC70 > -0.1254295
    PC100 > -1.136642
    ->  class 1\|0  [0.967]

Rule 2/98: (171/5.2, lift 18.8)
    PC2 > -0.1416927
    PC3 > 7.488498
    PC8 > -3.622873
    PC12 <= -0.0486082
    PC14 <= 0.5751877
    PC26 <= 0.02337029
    PC51 > 0.07648648
    PC55 <= 0.07449244
    PC70 > -0.1254295
    PC70 <= 1.412687
    PC81 > -0.5447119
    PC92 <= 0.4890302
    PC94 <= 0.03857326
    PC100 > -0.80681
    ->  class 1\|0  [0.964]

Rule 2/99: (74.7/2.3, lift 18.7)
    PC1 > -0.3350028
    PC2 > -0.1416927
    PC16 <= 0.03689682
    PC47 <= 1.187572
    PC51 > 0.07648648
    PC70 > -0.1254295
    PC96 > 0.5329486
    ->  class 1\|0  [0.957]

Rule 2/100: (46.3/1.7, lift 18.4)
    PC1 > -0.3350028
    PC2 > -0.1416927
    PC5 <= 8.487348
    PC15 > -3.589494
    PC16 <= 0.03689682
    PC19 > -0.7984828
    PC68 > -1.941659
    PC100 <= -1.136642
    ->  class 1\|0  [0.943]

Rule 2/101: (173.3/14.6, lift 17.8)
    PC1 > -0.3350028
    PC2 > -0.1416927
    PC16 <= 0.03689682
    PC19 > -0.7984828
    PC21 > 0.5701441
    PC59 <= 0.2670602
    PC68 > -1.941659
    ->  class 1\|0  [0.911]

Rule 2/102: (55/7, lift 16.8)
    PC1 > -0.3350028
    PC2 > -0.1416927
    PC16 <= 0.03689682
    PC68 > -1.941659
    PC80 <= -0.9372322
    ->  class 1\|0  [0.861]

Rule 2/103: (13.9/1.7, lift 16.1)
    PC1 > -0.3350028
    PC2 > -0.1416927
    PC26 > 0.02337029
    PC47 <= 1.187572
    PC51 > 0.07648648
    PC93 > 0.7317479
    ->  class 1\|0  [0.828]

Rule 2/104: (63.9/10.5, lift 16.1)
    PC3 > 0.5712223
    PC48 > 0.9629599
    ->  class 1\|0  [0.825]

Rule 2/105: (38.3/6.5, lift 15.9)
    PC3 > 0.5712223
    PC19 > 2.838649
    ->  class 1\|0  [0.815]

Rule 2/106: (39.4, lift 14.8)
    PC2 <= -0.1416927
    PC3 > 7.874242
    ->  class 1\|1  [0.976]

Rule 2/107: (40.1, lift 14.8)
    PC1 > -0.3350028
    PC5 <= 8.487348
    PC15 > -3.589494
    PC16 <= 0.03689682
    PC19 > -0.7984828
    PC47 <= 1.187572
    PC51 > 0.07648648
    PC55 <= 0.07449244
    PC81 <= -0.5447119
    ->  class 1\|1  [0.976]

Rule 2/108: (40.1, lift 14.8)
    PC2 > -0.1416927
    PC5 > 8.487348
    PC17 <= -0.5084313
    ->  class 1\|1  [0.976]

Rule 2/109: (29.3, lift 14.7)
    PC2 <= -0.1416927
    PC3 <= 0.5712223
    PC4 > 0.3824726
    PC19 <= -0.5891134
    PC44 <= 1.688985
    PC45 <= 0.1179521
    ->  class 1\|1  [0.968]

Rule 2/110: (26.2, lift 14.6)
    PC2 <= -0.1416927
    PC3 > 0.5712223
    PC99 <= -3.752913
    ->  class 1\|1  [0.965]

Rule 2/111: (61/1.7, lift 14.5)
    PC1 > 7.908595
    PC3 <= 0.5712223
    PC4 <= 0.3824726
    PC98 > 0.1294373
    ->  class 1\|1  [0.957]

Rule 2/112: (30.2/0.6, lift 14.4)
    PC2 <= -0.1416927
    PC3 <= 0.5712223
    PC4 > 0.3824726
    PC10 > 1.023987
    PC19 > -0.5891134
    ->  class 1\|1  [0.951]

Rule 2/113: (72.6/4.2, lift 14.1)
    PC1 > -0.3350028
    PC15 > -3.589494
    PC16 <= 0.03689682
    PC19 > -0.7984828
    PC68 > -1.941659
    PC80 > -0.9372322
    PC100 > -1.136642
    PC100 <= -0.80681
    ->  class 1\|1  [0.931]

Rule 2/114: (58.1/4.1, lift 13.9)
    PC2 <= -0.1416927
    PC3 <= 0.5712223
    PC4 > 0.3824726
    PC15 <= 0.9479523
    PC86 > 0.5252105
    ->  class 1\|1  [0.916]

Rule 2/115: (8.9, lift 13.8)
    PC2 <= -0.1416927
    PC3 > 0.5712223
    PC9 > -0.5383704
    PC10 <= -0.2425051
    ->  class 1\|1  [0.908]

Rule 2/116: (26.2/9.3, lift 9.7)
    PC2 <= -0.1416927
    PC3 <= 0.5712223
    PC4 > 0.3824726
    PC9 <= 0.1704439
    PC10 <= 1.023987
    PC44 <= 1.688985
    PC76 <= 1.218801
    PC86 <= 0.5252105
    ->  class 1\|1  [0.636]

Rule 2/117: (3880.2/2820.2, lift 4.1)
    PC1 > -0.3350028
    PC2 > -0.1416927
    ->  class 1\|1  [0.273]

Rule 2/118: (115.5, lift 16.9)
    PC3 > 0.7001166
    PC6 > 3.620454
    PC14 > -1.848832
    PC16 > 0.03689682
    PC16 <= 1.249428
    PC23 > -3.274654
    PC65 <= -0.05039667
    ->  class 1\|2  [0.991]

Rule 2/119: (110.1, lift 16.9)
    PC3 > 0.7001166
    PC9 > 1.983224
    PC14 > -1.848832
    PC16 > 0.03689682
    ->  class 1\|2  [0.991]

Rule 2/120: (71.3, lift 16.8)
    PC1 > -0.3350028
    PC2 > -0.1416927
    PC16 > 0.03689682
    PC32 <= -3.028468
    ->  class 1\|2  [0.986]

Rule 2/121: (92.9/0.6, lift 16.7)
    PC3 > 0.7001166
    PC6 <= 3.620454
    PC16 > 0.03689682
    PC44 <= 19.92434
    PC65 <= -0.05039667
    PC74 > 0.7439085
    PC96 <= 3.164154
    ->  class 1\|2  [0.983]

Rule 2/122: (72.1/0.6, lift 16.6)
    PC2 > -0.1416927
    PC3 > 0.7001166
    PC7 <= 7.543154
    PC16 > 0.03689682
    PC40 > 0.3377359
    PC47 <= 0.7192567
    PC100 > 0.1252883
    ->  class 1\|2  [0.979]

Rule 2/123: (69/0.6, lift 16.6)
    PC3 > 0.7001166
    PC6 > -4.453098
    PC14 > -1.848832
    PC16 > 0.03689682
    PC32 > -3.028468
    PC37 <= 0.9208842
    PC42 <= 1.426402
    PC47 > 0.7192567
    PC77 <= 0.2516105
    ->  class 1\|2  [0.978]

Rule 2/124: (323.6/7, lift 16.6)
    PC3 > 0.7001166
    PC14 > -1.848832
    PC15 <= 3.872291
    PC16 > 1.249428
    PC44 <= 19.92434
    PC65 <= -0.05039667
    PC96 <= 3.164154
    ->  class 1\|2  [0.976]

Rule 2/125: (71.8/1.2, lift 16.5)
    PC2 > -0.1416927
    PC3 > 0.7001166
    PC16 > 0.03689682
    PC55 > 0.610258
    PC65 > -0.05039667
    ->  class 1\|2  [0.971]

Rule 2/126: (30.8, lift 16.5)
    PC1 > -0.3350028
    PC2 > -0.1416927
    PC16 <= 0.03689682
    PC19 <= -0.7984828
    PC89 <= -0.1430274
    ->  class 1\|2  [0.970]

Rule 2/127: (26.7, lift 16.4)
    PC1 > -0.3350028
    PC2 > -0.1416927
    PC19 <= -0.7984828
    PC80 > -0.9372322
    PC83 <= -0.5280111
    ->  class 1\|2  [0.965]

Rule 2/128: (37.8/0.6, lift 16.3)
    PC1 > -0.3350028
    PC2 > -0.1416927
    PC3 > 0.7001166
    PC53 > 0.9209918
    PC65 > -0.05039667
    ->  class 1\|2  [0.960]

Rule 2/129: (19.8, lift 16.2)
    PC3 > 0.7001166
    PC16 > 0.03689682
    PC74 <= -1.954591
    ->  class 1\|2  [0.954]

Rule 2/130: (125.8/5.2, lift 16.2)
    PC2 > -0.1416927
    PC6 <= -4.453098
    PC7 <= 7.543154
    PC16 > 0.03689682
    PC53 <= 0.9209918
    ->  class 1\|2  [0.951]

Rule 2/131: (41.1/1.2, lift 16.2)
    PC2 > -0.1416927
    PC6 > 10.74525
    PC65 > -0.05039667
    ->  class 1\|2  [0.950]

Rule 2/132: (51.5/1.7, lift 16.1)
    PC1 > -0.3350028
    PC5 > 8.487348
    PC16 <= 0.03689682
    PC17 > -0.5084313
    ->  class 1\|2  [0.949]

Rule 2/133: (26.4/0.6, lift 16.1)
    PC1 > -0.3350028
    PC3 > 0.7001166
    PC32 > -3.028468
    PC42 > 1.426402
    PC55 <= 0.610258
    ->  class 1\|2  [0.944]

Rule 2/134: (31.9/1.2, lift 15.9)
    PC1 > -0.3350028
    PC2 > -0.1416927
    PC16 <= 0.03689682
    PC19 <= -1.768682
    ->  class 1\|2  [0.936]

Rule 2/135: (36.7/1.7, lift 15.8)
    PC3 > 0.7001166
    PC16 > 0.03689682
    PC37 > 0.9208842
    PC65 > -0.05039667
    ->  class 1\|2  [0.929]

Rule 2/136: (82.8/5.2, lift 15.8)
    PC1 > 7.908595
    PC3 <= 0.5712223
    PC4 <= 0.3824726
    PC8 > -5.19668
    PC98 <= 0.1294373
    ->  class 1\|2  [0.927]

Rule 2/137: (8.7, lift 15.4)
    PC1 <= -0.3350028
    PC2 > -0.1416927
    PC5 <= -2.398256
    ->  class 1\|2  [0.906]

Rule 2/138: (69/5.9, lift 15.4)
    PC7 > 7.543154
    PC16 > 0.03689682
    PC38 > -0.0313901
    ->  class 1\|2  [0.903]

Rule 2/139: (100.2/19.6, lift 13.6)
    PC3 > 0.7001166
    PC4 <= 0.879837
    PC6 > -4.453098
    PC14 > -1.848832
    PC32 > -3.028468
    PC47 > 0.7192567
    PC56 <= -0.5105221
    ->  class 1\|2  [0.799]

Rule 2/140: (35.3/7, lift 13.4)
    PC2 <= -0.1416927
    PC3 <= 0.5712223
    PC4 > 0.3824726
    PC19 <= -0.5891134
    PC44 <= 1.688985
    PC45 > 0.1179521
    ->  class 1\|2  [0.787]

Rule 2/141: (38.2/9.3, lift 12.7)
    PC1 > -0.3350028
    PC2 > -0.1416927
    PC4 > 0.879837
    PC16 > 0.03689682
    PC45 > -0.4725728
    PC65 > -0.05039667
    ->  class 1\|2  [0.745]

Rule 2/142: (417.1/180.4, lift 9.7)
    PC2 <= -0.1416927
    PC3 > 0.5712223
    ->  class 1\|2  [0.567]

Rule 2/143: (73.8/2.9, lift 18.5)
    PC2 <= -0.1416927
    PC3 > 0.5712223
    PC9 <= -0.5383704
    PC47 <= 2.587709
    PC76 > -0.2977764
    PC77 <= 1.366593
    ->  class 1\|3  [0.949]

Rule 2/144: (26.2/1.2, lift 18.0)
    PC2 > -0.1416927
    PC15 > 3.872291
    PC65 <= -0.05039667
    ->  class 1\|3  [0.923]

Rule 2/145: (8.9, lift 17.7)
    PC1 > -0.3350028
    PC2 > -0.1416927
    PC2 <= 0.8996816
    PC3 <= 0.7001166
    PC7 <= 0.4012715
    PC16 > 0.03689682
    ->  class 1\|3  [0.908]

Rule 2/146: (74.6/8.1, lift 17.2)
    PC1 > -0.3350028
    PC16 > 0.03689682
    PC96 > 3.164154
    ->  class 1\|3  [0.881]

Rule 2/147: (4.1, lift 16.3)
    PC16 > 0.03689682
    PC44 > 19.92434
    ->  class 1\|3  [0.835]

Rule 2/148: (955.5/260.9, lift 14.1)
    PC1 > -0.3350028
    PC2 > -0.1416927
    PC3 > 0.7001166
    PC7 <= 7.543154
    PC14 > -1.848832
    PC16 > 0.03689682
    PC65 > -0.05039667
    ->  class 1\|3  [0.726]

Rule 2/149: (30.8/8.7, lift 13.7)
    PC1 > -0.3350028
    PC2 > -0.1416927
    PC16 <= 0.03689682
    PC68 <= -1.941659
    ->  class 1\|3  [0.705]

Rule 2/150: (757.8/10.4, lift 10.6)
    PC3 <= 0.5712223
    PC8 > 2.28864
    PC12 > -1.232607
    PC19 <= 1.121475
    PC21 > -0.02358236
    PC30 <= 0.3451076
    PC52 <= 0.01465346
    PC62 <= 1.289482
    PC70 <= 0.06414261
    PC91 > -0.2046862
    ->  class 2\|0  [0.985]

Rule 2/151: (1129.5/18.1, lift 10.5)
    PC3 <= 0.5712223
    PC8 > 2.28864
    PC12 > -1.232607
    PC19 <= 1.121475
    PC21 > -0.02358236
    PC28 <= 0.1243003
    PC30 <= 0.3451076
    PC60 > -0.4655866
    PC62 <= 1.289482
    PC70 <= 0.06414261
    ->  class 2\|0  [0.983]

Rule 2/152: (613.3/14.5, lift 10.4)
    PC3 <= 0.5712223
    PC8 > 2.28864
    PC12 > -1.232607
    PC21 > -0.02358236
    PC28 <= 0.1243003
    PC62 <= 1.289482
    PC68 > 0.8371063
    ->  class 2\|0  [0.975]

Rule 2/153: (195/4.1, lift 10.4)
    PC3 <= 0.5712223
    PC8 > 2.28864
    PC12 > -1.232607
    PC19 > -1.387993
    PC19 <= 1.121475
    PC21 > -0.02358236
    PC31 > 0.6561952
    PC62 <= 1.289482
    PC76 > -0.2732144
    ->  class 2\|0  [0.974]

Rule 2/154: (79.7/2.9, lift 10.2)
    PC1 <= 7.908595
    PC2 <= -0.1416927
    PC4 <= 0.3824726
    PC8 > -0.2725643
    PC8 <= 2.28864
    PC10 <= -0.173114
    PC32 > 0.9360902
    PC67 > -0.4977033
    PC74 > 0.01151337
    ->  class 2\|0  [0.952]

Rule 2/155: (841.3/47, lift 10.1)
    PC8 > 2.28864
    PC12 > -1.232607
    PC19 <= -1.387993
    PC21 > -0.02358236
    PC28 <= 0.1243003
    PC62 <= 1.289482
    ->  class 2\|0  [0.943]

Rule 2/156: (61.3/4.1, lift 9.9)
    PC3 <= 0.5712223
    PC8 > 2.28864
    PC12 > -1.232607
    PC19 <= 1.121475
    PC21 > -0.02358236
    PC28 <= 0.1243003
    PC70 > 0.06414261
    PC76 <= -0.2732144
    ->  class 2\|0  [0.920]

Rule 2/157: (7, lift 9.5)
    PC3 <= 0.5712223
    PC8 > 2.28864
    PC12 > -1.232607
    PC28 > 0.1243003
    PC95 <= -0.681761
    ->  class 2\|0  [0.888]

Rule 2/158: (950.6/237.3, lift 8.0)
    PC1 <= 7.908595
    PC3 <= 0.5712223
    PC4 <= 0.3824726
    PC8 > -0.2725643
    PC19 <= -1.707423
    PC99 <= 1.391429
    ->  class 2\|0  [0.750]

Rule 2/159: (18/6.4, lift 6.8)
    PC3 <= 0.5712223
    PC8 > 2.28864
    PC12 <= -1.232607
    PC53 > 1.350025
    ->  class 2\|0  [0.631]

Rule 2/160: (30.6/13, lift 6.1)
    PC1 <= -0.3350028
    PC2 > -0.1416927
    PC2 <= 1.40607
    ->  class 2\|0  [0.571]

Rule 2/161: (441.9/191.6, lift 6.1)
    PC1 > -0.3350028
    PC2 > 0.8996816
    PC3 <= 0.7001166
    PC7 <= 0.4012715
    ->  class 2\|0  [0.566]

Rule 2/162: (148.1, lift 9.6)
    PC3 <= 0.5712223
    PC8 > 2.28864
    PC19 > -1.387993
    PC21 > -0.02358236
    PC28 <= 0.1243003
    PC31 <= 0.6561952
    PC68 <= 0.8371063
    PC70 > 0.06414261
    PC76 > -0.2732144
    ->  class 2\|1  [0.993]

Rule 2/163: (326.9/1.2, lift 9.6)
    PC1 <= 7.908595
    PC2 <= -0.1416927
    PC3 <= 0.5712223
    PC8 > 2.28864
    PC19 > 1.121475
    ->  class 2\|1  [0.993]

Rule 2/164: (97.3, lift 9.6)
    PC1 <= 7.908595
    PC2 <= -0.1416927
    PC8 > 1.038494
    PC14 > -1.632375
    PC19 > -1.707423
    PC29 > 0.2653346
    ->  class 2\|1  [0.990]

Rule 2/165: (97.3, lift 9.6)
    PC3 <= 0.5712223
    PC8 > 2.28864
    PC62 > 1.289482
    ->  class 2\|1  [0.990]

Rule 2/166: (88.3, lift 9.6)
    PC2 <= -0.1416927
    PC8 > -0.2725643
    PC14 > 1.07278
    PC20 <= -0.3133397
    PC32 <= 0.9360902
    ->  class 2\|1  [0.989]

Rule 2/167: (318.1/2.9, lift 9.6)
    PC1 <= 7.908595
    PC3 <= 0.5712223
    PC8 > 2.28864
    PC21 <= -0.02358236
    PC86 <= 0.7993088
    ->  class 2\|1  [0.988]

Rule 2/168: (115.8/0.6, lift 9.6)
    PC2 <= -0.1416927
    PC8 > -0.2725643
    PC14 <= 1.07278
    PC21 <= 1.74241
    PC27 <= 0.2682027
    PC85 > -0.7702829
    PC94 > 0.7923715
    ->  class 2\|1  [0.987]

Rule 2/169: (104.6/0.6, lift 9.6)
    PC1 <= 7.908595
    PC2 <= -0.1416927
    PC4 <= 0.3824726
    PC8 > -0.2725643
    PC8 <= 2.28864
    PC99 > 1.391429
    ->  class 2\|1  [0.985]

Rule 2/170: (54.6, lift 9.5)
    PC2 <= -0.1416927
    PC4 <= 0.3824726
    PC8 > -0.2725643
    PC8 <= 2.28864
    PC19 <= -1.707423
    PC22 > -0.9756076
    PC84 <= -0.1307409
    ->  class 2\|1  [0.982]

Rule 2/171: (117.1/1.2, lift 9.5)
    PC2 <= -0.1416927
    PC3 <= 0.5712223
    PC4 <= 0.3824726
    PC10 > -0.1132026
    PC12 > -1.232607
    PC21 > -0.02358236
    PC28 > 0.1243003
    PC56 > -0.5629631
    PC62 <= 1.289482
    PC95 > -0.681761
    ->  class 2\|1  [0.982]

Rule 2/172: (51.3, lift 9.5)
    PC1 <= 7.908595
    PC2 <= -0.1416927
    PC4 <= -0.4762218
    PC8 > -0.2725643
    PC8 <= 2.28864
    ->  class 2\|1  [0.981]

Rule 2/173: (236.5/4.1, lift 9.5)
    PC3 <= 0.5712223
    PC4 <= 0.3824726
    PC8 > 2.28864
    PC52 > 0.01465346
    PC60 <= -0.4655866
    ->  class 2\|1  [0.979]

Rule 2/174: (437.9/9.8, lift 9.5)
    PC3 <= 0.5712223
    PC8 > 2.28864
    PC12 <= -1.232607
    PC53 <= 1.350025
    ->  class 2\|1  [0.975]

Rule 2/175: (37.1, lift 9.5)
    PC2 <= -0.1416927
    PC3 <= 0.5712223
    PC4 <= 0.3824726
    PC8 > -3.393956
    PC28 <= -0.2738551
    PC56 > 0.2843107
    ->  class 2\|1  [0.974]

Rule 2/176: (26.1, lift 9.4)
    PC2 <= -0.1416927
    PC8 > -0.2725643
    PC8 <= 2.28864
    PC14 <= 1.07278
    PC21 > 1.74241
    PC27 <= 0.2682027
    ->  class 2\|1  [0.964]

Rule 2/177: (122.2/4.1, lift 9.3)
    PC2 <= -0.1416927
    PC3 <= 0.5712223
    PC8 > -0.2725643
    PC8 <= 2.28864
    PC14 > -1.632375
    PC14 <= 1.07278
    PC27 > 0.2682027
    PC32 <= 0.9360902
    PC50 > -0.6534329
    ->  class 2\|1  [0.959]

Rule 2/178: (101.3/3.5, lift 9.3)
    PC1 <= 7.908595
    PC2 <= -0.1416927
    PC3 <= 0.5712223
    PC8 > -0.2725643
    PC8 <= 2.28864
    PC10 > -0.173114
    PC32 > 0.9360902
    PC41 <= 2.117195
    ->  class 2\|1  [0.957]

Rule 2/179: (20.9, lift 9.3)
    PC2 <= -0.1416927
    PC8 > -3.393956
    PC8 <= -0.2725643
    PC44 <= -0.7141978
    PC57 > 0.2417434
    PC94 <= -0.9051054
    ->  class 2\|1  [0.956]

Rule 2/180: (19.2, lift 9.3)
    PC1 <= 7.908595
    PC2 <= -0.1416927
    PC4 <= 0.3824726
    PC8 > -0.2725643
    PC8 <= 1.038494
    PC10 <= -0.2351562
    PC14 > -1.632375
    PC27 <= 0.2682027
    PC85 > -0.7702829
    ->  class 2\|1  [0.953]

Rule 2/181: (79.8/2.9, lift 9.2)
    PC1 <= 7.908595
    PC2 <= -0.1416927
    PC8 > -0.2725643
    PC8 <= 2.28864
    PC32 > 0.9360902
    PC41 <= 2.117195
    PC74 <= 0.01151337
    ->  class 2\|1  [0.952]

Rule 2/182: (67.2/2.3, lift 9.2)
    PC2 <= -0.1416927
    PC4 <= 0.3824726
    PC8 > -1.444064
    PC13 <= -0.8233865
    ->  class 2\|1  [0.952]

Rule 2/183: (18.3, lift 9.2)
    PC2 <= -0.1416927
    PC8 > -0.2725643
    PC8 <= 1.038494
    PC46 > -0.7399676
    PC99 <= -2.032308
    ->  class 2\|1  [0.951]

Rule 2/184: (41.6/1.2, lift 9.2)
    PC1 <= 7.908595
    PC2 <= -0.1416927
    PC4 > 0.1637816
    PC4 <= 0.3824726
    PC8 > -0.2725643
    PC14 <= 1.07278
    PC19 > -1.707423
    PC32 <= 0.9360902
    PC85 > -0.7702829
    ->  class 2\|1  [0.950]

Rule 2/185: (119.9/6.5, lift 9.1)
    PC2 <= -0.1416927
    PC3 <= 0.5712223
    PC8 > -0.2725643
    PC14 <= 1.07278
    PC19 > -1.707423
    PC21 <= 1.74241
    PC26 > -0.2580566
    PC52 > -0.1779238
    PC61 <= -0.5333827
    PC74 > -0.594901
    PC85 > -0.7702829
    ->  class 2\|1  [0.939]

Rule 2/186: (61.1/2.9, lift 9.1)
    PC1 <= 7.908595
    PC2 <= -0.1416927
    PC3 <= 0.5712223
    PC4 <= 0.3824726
    PC8 > -0.2725643
    PC14 <= 1.07278
    PC16 <= -0.6118394
    PC19 > -1.707423
    PC21 <= 1.74241
    ->  class 2\|1  [0.938]

Rule 2/187: (11.7, lift 9.0)
    PC2 <= -0.1416927
    PC8 > -0.2725643
    PC8 <= 2.28864
    PC32 > 0.9360902
    PC67 <= -0.4977033
    PC74 > 0.01151337
    ->  class 2\|1  [0.927]

Rule 2/188: (23.6/1.7, lift 8.7)
    PC2 <= -8.837651
    PC8 > -3.393956
    PC8 <= -0.2725643
    ->  class 2\|1  [0.893]

Rule 2/189: (161.1/16.5, lift 8.7)
    PC1 <= 7.908595
    PC2 <= -0.1416927
    PC4 <= 0.1637816
    PC8 > -0.2725643
    PC8 <= 2.28864
    PC34 > 0.7078594
    PC52 > -0.1779238
    PC58 > -0.9533709
    PC85 > -0.7702829
    ->  class 2\|1  [0.892]

Rule 2/190: (43.6/7.6, lift 7.9)
    PC2 <= -0.1416927
    PC8 > -0.2725643
    PC8 <= 2.28864
    PC19 > -1.707423
    PC51 <= -0.08149361
    PC58 <= -0.9533709
    ->  class 2\|1  [0.810]

Rule 2/191: (552.7/146.8, lift 7.1)
    PC1 <= 7.908595
    PC2 <= -0.1416927
    PC8 > 1.038494
    PC8 <= 2.28864
    PC14 > -1.632375
    PC19 > -1.707423
    PC32 <= 0.9360902
    PC58 > -0.9533709
    ->  class 2\|1  [0.734]

Rule 2/192: (23.4/11, lift 5.1)
    PC2 <= -0.1416927
    PC4 > 0.3824726
    PC44 > 1.688985
    ->  class 2\|1  [0.527]

Rule 2/193: (493.1/1.7, lift 9.7)
    PC2 > -8.837651
    PC2 <= -0.1416927
    PC4 <= 0.3824726
    PC8 > -3.393956
    PC8 <= -0.2725643
    PC10 > -0.07186681
    PC13 > -0.8233865
    PC16 <= 1.520959
    PC19 > -2.848473
    PC26 <= 3.486515
    PC37 <= 1.408006
    PC43 <= 1.179232
    PC57 <= 0.02457786
    PC64 > -0.1508285
    PC78 > -0.2074258
    ->  class 2\|2  [0.994]

Rule 2/194: (209.7/1.7, lift 9.6)
    PC1 <= 7.908595
    PC2 <= -0.1416927
    PC3 <= 0.5712223
    PC8 > -0.2725643
    PC8 <= 1.038494
    PC14 > 1.07278
    PC19 > -1.707423
    PC20 > -0.3133397
    PC32 <= 0.9360902
    PC46 > -0.7399676
    PC99 > -2.032308
    ->  class 2\|2  [0.987]

Rule 2/195: (394/4.1, lift 9.6)
    PC1 <= 7.908595
    PC2 > -8.837651
    PC2 <= -0.1416927
    PC3 <= 0.5712223
    PC7 > -1.442016
    PC8 > -3.393956
    PC8 <= -0.2725643
    PC13 > -0.8233865
    PC19 > -2.848473
    PC26 > -2.09874
    PC26 <= 3.486515
    PC28 > -0.2738551
    PC57 <= 0.2417434
    PC64 > -0.1508285
    PC65 <= 0.04501859
    PC78 > -0.2074258
    ->  class 2\|2  [0.987]

Rule 2/196: (43.6, lift 9.5)
    PC2 <= -0.1416927
    PC8 <= -0.2725643
    PC11 <= 0.8607653
    PC13 > -0.8233865
    PC43 <= -1.897756
    ->  class 2\|2  [0.978]

Rule 2/197: (295.6/5.8, lift 9.5)
    PC2 <= -0.1416927
    PC4 > -0.4762218
    PC4 <= 0.1637816
    PC8 > -0.2725643
    PC8 <= 1.038494
    PC10 > -0.2351562
    PC14 > -1.632375
    PC16 > -0.6118394
    PC19 > -1.707423
    PC21 <= 1.74241
    PC27 <= 0.2682027
    PC32 <= 0.9360902
    PC34 <= 0.7078594
    PC52 > -0.1779238
    PC61 > -0.5333827
    PC62 > -1.318669
    PC94 <= 0.7923715
    PC99 <= 1.391429
    ->  class 2\|2  [0.977]

Rule 2/198: (160.2/4.1, lift 9.4)
    PC2 <= -0.1416927
    PC4 <= 0.3824726
    PC8 > -0.2725643
    PC8 <= 1.038494
    PC14 > -1.632375
    PC14 <= 1.07278
    PC19 > -1.707423
    PC32 <= 0.9360902
    PC58 > -0.9533709
    PC85 <= -0.7702829
    PC99 > -2.032308
    ->  class 2\|2  [0.969]

Rule 2/199: (136.2/3.5, lift 9.4)
    PC1 <= 7.908595
    PC2 <= -0.1416927
    PC4 <= 0.1637816
    PC8 > -0.2725643
    PC8 <= 1.038494
    PC10 > -0.2351562
    PC14 > -1.632375
    PC19 > -1.707423
    PC21 <= 1.74241
    PC26 <= -0.2580566
    PC27 <= 0.2682027
    PC32 <= 0.9360902
    PC85 > -0.7702829
    ->  class 2\|2  [0.968]

Rule 2/200: (28.8, lift 9.4)
    PC1 <= 7.908595
    PC4 <= 0.3824726
    PC8 > -3.393956
    PC8 <= -0.2725643
    PC21 > 1.091679
    PC26 > -2.09874
    PC57 <= 0.2417434
    PC64 > -0.1508285
    PC78 <= -0.2074258
    ->  class 2\|2  [0.968]

Rule 2/201: (51.8/1.2, lift 9.4)
    PC2 <= -0.1416927
    PC8 <= -0.2725643
    PC13 > -0.8233865
    PC13 <= -0.4807912
    PC29 <= 0.3448451
    PC49 <= 0.001051983
    PC57 > 0.2417434
    PC69 <= 0.1716073
    ->  class 2\|2  [0.960]

Rule 2/202: (538/21.1, lift 9.3)
    PC2 <= -0.1416927
    PC4 <= 0.3824726
    PC8 > -3.393956
    PC8 <= -0.2725643
    PC10 > -0.07186681
    PC13 > -0.8233865
    PC16 <= 1.520959
    PC19 > -2.848473
    PC24 > -0.7217259
    PC26 > -2.09874
    PC26 <= 3.486515
    PC43 <= 1.179232
    PC57 <= 0.2417434
    PC64 > -0.01599937
    PC70 > -0.07694651
    PC78 > -0.2074258
    ->  class 2\|2  [0.959]

Rule 2/203: (133.5/4.6, lift 9.3)
    PC2 <= -0.1416927
    PC4 <= 0.3824726
    PC8 > -0.2725643
    PC8 <= 1.038494
    PC10 > -0.2351562
    PC14 > -1.632375
    PC19 > -1.707423
    PC58 > -0.9533709
    PC61 <= -0.5333827
    PC74 <= -0.594901
    PC99 > -2.032308
    PC99 <= 1.391429
    ->  class 2\|2  [0.958]

Rule 2/204: (21.1, lift 9.3)
    PC2 > -8.837651
    PC4 <= 0.3824726
    PC8 > -3.393956
    PC8 <= -0.2725643
    PC26 > 2.024678
    PC57 <= 0.2417434
    PC64 > -0.1508285
    PC78 <= -0.2074258
    ->  class 2\|2  [0.957]

Rule 2/205: (66.8/2.3, lift 9.3)
    PC2 <= -0.1416927
    PC8 > -3.393956
    PC8 <= -0.2725643
    PC13 > -0.8233865
    PC28 > -0.108189
    PC44 > -0.7141978
    PC57 > 0.2417434
    PC57 <= 1.057245
    PC94 <= -0.9051054
    PC99 > -1.3341
    ->  class 2\|2  [0.952]

Rule 2/206: (181.2/8.7, lift 9.2)
    PC1 <= 7.908595
    PC2 <= -0.1416927
    PC4 <= 0.3824726
    PC8 > -3.393956
    PC8 <= -0.2725643
    PC13 > -0.8233865
    PC19 > -2.848473
    PC40 <= -0.8694035
    PC65 <= 0.9217626
    PC90 <= 0.5049865
    PC94 > -0.9051054
    ->  class 2\|2  [0.947]

Rule 2/207: (22.9/0.6, lift 9.1)
    PC1 > 0.2971886
    PC1 <= 7.908595
    PC2 <= -0.1416927
    PC7 > -1.442016
    PC8 > -3.393956
    PC8 <= -0.2725643
    PC10 <= -0.07186681
    PC16 <= 1.520959
    PC57 <= 0.2417434
    PC78 > -0.2074258
    ->  class 2\|2  [0.937]

Rule 2/208: (113/6.4, lift 9.1)
    PC2 <= -0.1416927
    PC8 > 1.038494
    PC8 <= 2.28864
    PC10 > -0.1661498
    PC14 > -1.632375
    PC19 > -1.707423
    PC29 <= 0.2653346
    PC32 <= 0.9360902
    PC36 <= 0.1870592
    PC44 <= -0.06251869
    PC61 > 0.008735014
    PC90 <= 0.7149705
    PC99 <= 1.391429
    ->  class 2\|2  [0.936]

Rule 2/209: (226.8/13.9, lift 9.1)
    PC1 <= 7.908595
    PC2 <= -0.1416927
    PC4 <= 0.3824726
    PC8 > -3.393956
    PC8 <= -0.2725643
    PC9 > -0.8452927
    PC13 > -0.8233865
    PC56 > 0.04797471
    PC60 <= -0.2710989
    ->  class 2\|2  [0.935]

Rule 2/210: (125.3/7.6, lift 9.1)
    PC3 <= 0.5712223
    PC8 > -3.393956
    PC8 <= -0.2725643
    PC11 > 0.8607653
    PC13 > -0.8233865
    PC26 > -2.09874
    PC28 > -0.2738551
    PC37 <= 1.408006
    PC57 <= 0.2417434
    PC64 <= -0.1508285
    PC85 > -2.06305
    ->  class 2\|2  [0.932]

Rule 2/211: (15.4/0.6, lift 8.9)
    PC2 <= -0.1416927
    PC8 > -3.393956
    PC8 <= -0.2725643
    PC13 > -0.4807912
    PC57 > 0.2417434
    PC69 > -0.2711533
    PC90 <= -1.675049
    ->  class 2\|2  [0.909]

Rule 2/212: (13.4/0.6, lift 8.8)
    PC2 <= -0.1416927
    PC8 > -0.2725643
    PC8 <= 2.28864
    PC32 > 0.9360902
    PC41 > 2.117195
    PC99 <= 1.391429
    ->  class 2\|2  [0.898]

Rule 2/213: (9.3/0.6, lift 8.4)
    PC2 <= -0.1416927
    PC3 <= 0.5712223
    PC8 > -3.393956
    PC8 <= -0.2725643
    PC13 > -0.4807912
    PC57 > 0.2417434
    PC58 > -0.1022975
    PC79 > 0.127514
    ->  class 2\|2  [0.860]

Rule 2/214: (20.5/2.3, lift 8.3)
    PC1 <= 7.908595
    PC2 <= -0.1416927
    PC3 <= 0.5712223
    PC8 > -0.8013418
    PC8 <= -0.2725643
    PC13 > -0.8233865
    PC26 <= 2.442466
    PC57 > 0.2417434
    PC79 > 0.127514
    ->  class 2\|2  [0.853]

Rule 2/215: (30.5/4.1, lift 8.2)
    PC1 <= 7.908595
    PC2 <= -0.1416927
    PC3 <= 0.5712223
    PC4 <= 0.3824726
    PC8 > -3.393956
    PC8 <= -0.2725643
    PC13 > -0.8233865
    PC36 <= -0.7767687
    ->  class 2\|2  [0.844]

Rule 2/216: (35.6/5.3, lift 8.1)
    PC1 <= 7.908595
    PC8 > -0.2725643
    PC8 <= 2.28864
    PC19 <= -1.707423
    PC22 <= -0.9756076
    PC32 <= 0.9360902
    ->  class 2\|2  [0.832]

Rule 2/217: (9.9/1.2, lift 8.0)
    PC8 > -3.393956
    PC8 <= -1.444064
    PC13 <= -0.8233865
    PC28 > 0.07535645
    ->  class 2\|2  [0.818]

Rule 2/218: (26.8/4.6, lift 7.8)
    PC2 <= -0.1416927
    PC4 <= 0.3824726
    PC8 > 1.038494
    PC8 <= 2.28864
    PC14 > -1.632375
    PC19 > -1.707423
    PC36 <= -0.3360186
    PC61 <= 0.008735014
    PC99 <= 1.391429
    ->  class 2\|2  [0.804]

Rule 2/219: (237.9/53.2, lift 7.5)
    PC8 <= 2.28864
    PC14 > -1.632375
    PC19 > 3.266839
    PC32 <= 0.9360902
    PC58 > -0.9533709
    PC61 <= 0.008735014
    PC99 <= 1.391429
    ->  class 2\|2  [0.774]

Rule 2/220: (56.7/14.1, lift 7.2)
    PC8 > -3.393956
    PC8 <= -0.2725643
    PC13 > -0.4807912
    PC22 <= 1.347762
    PC26 > 2.442466
    PC28 > -0.2738551
    PC29 <= 0.3448451
    PC57 > 0.2417434
    PC69 > -0.2711533
    ->  class 2\|2  [0.743]

Rule 2/221: (210.8, lift 8.5)
    PC8 <= -3.393956
    PC14 <= -2.709792
    PC19 > -3.561759
    PC41 <= 9.768393
    ->  class 2\|3  [0.995]

Rule 2/222: (125.9, lift 8.5)
    PC2 > -8.837651
    PC2 <= -0.1416927
    PC4 <= 0.3824726
    PC8 <= -0.2725643
    PC19 > -2.848473
    PC28 > -0.2738551
    PC57 > 0.02457786
    PC59 > 0.2591765
    PC70 > -0.07694651
    PC78 > -0.2074258
    ->  class 2\|3  [0.992]

Rule 2/223: (141.3/0.6, lift 8.4)
    PC1 <= 7.908595
    PC2 <= -0.1416927
    PC8 <= -3.393956
    PC14 > -2.709792
    PC26 > -2.990527
    PC96 > 0.2890086
    ->  class 2\|3  [0.989]

Rule 2/224: (208.2/2.3, lift 8.4)
    PC1 <= 7.908595
    PC8 <= -3.393956
    PC11 > -4.090669
    PC19 > -3.561759
    PC39 <= 1.287615
    PC71 <= -0.3880883
    PC96 <= 0.2890086
    PC98 <= 0.4801093
    ->  class 2\|3  [0.984]

Rule 2/225: (47, lift 8.4)
    PC2 <= -0.1416927
    PC4 <= 0.3824726
    PC8 <= -0.2725643
    PC13 > -0.8233865
    PC16 > 1.520959
    PC26 > -2.09874
    PC45 <= 0.326501
    ->  class 2\|3  [0.980]

Rule 2/226: (60.1/1.2, lift 8.2)
    PC2 <= -0.1416927
    PC8 <= -0.2725643
    PC11 > 0.8607653
    PC45 <= 0.326501
    PC64 <= -0.1508285
    PC85 <= -2.06305
    ->  class 2\|3  [0.965]

Rule 2/227: (76.8/2.3, lift 8.2)
    PC1 <= 7.908595
    PC2 <= -0.1416927
    PC3 <= 0.5712223
    PC8 <= -0.2725643
    PC48 > -0.47777
    PC52 <= -0.1402567
    PC74 > 0.4120477
    PC85 <= 0.653713
    ->  class 2\|3  [0.958]

Rule 2/228: (192.3/11, lift 8.0)
    PC2 > -8.837651
    PC2 <= -0.1416927
    PC4 <= 0.3824726
    PC8 > -3.393956
    PC8 <= -0.2725643
    PC11 > -4.090669
    PC11 <= 0.8607653
    PC19 > -2.848473
    PC43 > -1.897756
    PC45 <= 0.326501
    PC57 <= 0.2417434
    PC60 > -0.6062534
    PC64 <= -0.1508285
    ->  class 2\|3  [0.938]

Rule 2/229: (197.1/15.8, lift 7.8)
    PC2 > -8.837651
    PC2 <= -0.1416927
    PC4 <= 0.3824726
    PC8 > -3.393956
    PC8 <= -0.2725643
    PC11 > -4.090669
    PC11 <= 0.8607653
    PC19 > -2.848473
    PC45 <= 0.326501
    PC57 <= 0.2417434
    PC60 > -0.6062534
    PC64 <= -0.1508285
    ->  class 2\|3  [0.916]

Rule 2/230: (17/1.7, lift 7.3)
    PC1 <= 7.908595
    PC4 <= 0.3824726
    PC8 > -0.2725643
    PC8 <= 2.28864
    PC19 <= -1.707423
    PC48 <= -0.3174588
    PC99 <= 1.391429
    ->  class 2\|3  [0.856]

Rule 2/231: (10033.5/7697.3, lift 2.0)
    PC2 <= -0.1416927
    ->  class 2\|3  [0.233]

Rule 2/232: (193.6, lift 19.0)
    PC4 <= 0.3824726
    PC8 <= -0.2725643
    PC11 <= -4.090669
    PC20 <= 0.3217192
    ->  class 2\|4  [0.995]

Rule 2/233: (190.3/1.2, lift 18.9)
    PC1 <= 7.908595
    PC8 <= -3.393956
    PC19 <= -3.561759
    PC22 > -1.835061
    PC54 > -0.6286786
    ->  class 2\|4  [0.989]

Rule 2/234: (136.5/1.7, lift 18.7)
    PC8 <= -3.393956
    PC14 > -2.709792
    PC23 <= 0.8051472
    PC48 <= -0.47777
    PC76 <= 0.6359845
    PC79 <= 0.3321521
    PC96 <= 0.2890086
    ->  class 2\|4  [0.980]

Rule 2/235: (129.8/1.7, lift 18.7)
    PC2 <= -0.1416927
    PC8 <= -3.393956
    PC26 > -2.990527
    PC68 <= -1.745565
    PC85 <= 0.653713
    ->  class 2\|4  [0.979]

Rule 2/236: (163.6/2.9, lift 18.7)
    PC1 <= 7.908595
    PC8 <= -3.393956
    PC15 <= -0.3743086
    PC26 > -2.990527
    PC52 > -0.1402567
    PC71 > -0.3880883
    PC74 > 0.4120477
    PC94 <= 0.827499
    PC96 <= 0.2890086
    ->  class 2\|4  [0.976]

Rule 2/237: (56.7/0.6, lift 18.6)
    PC1 <= 7.908595
    PC3 <= 0.5712223
    PC8 > -3.393956
    PC8 <= -0.2725643
    PC19 <= -2.848473
    PC56 <= 0.04797471
    PC63 <= -0.2857471
    PC95 > 0.000589953
    ->  class 2\|4  [0.973]

Rule 2/238: (142.8/3.5, lift 18.5)
    PC1 <= 7.908595
    PC2 <= -0.1416927
    PC8 <= -3.393956
    PC11 > -4.090669
    PC14 > -2.709792
    PC22 > -1.668658
    PC84 <= 0.8845165
    PC85 > 0.653713
    PC96 <= 0.2890086
    ->  class 2\|4  [0.969]

Rule 2/239: (23.2/0.6, lift 17.9)
    PC2 <= -0.1416927
    PC4 <= 0.3824726
    PC8 <= -0.2725643
    PC36 > -0.7767687
    PC57 > 0.2417434
    PC69 > -0.2711533
    PC79 <= 0.127514
    PC89 > -0.2886207
    PC90 > 0.5049865
    PC94 > -0.9051054
    ->  class 2\|4  [0.937]

Rule 2/240: (13.1, lift 17.9)
    PC2 <= -0.1416927
    PC8 <= -0.2725643
    PC22 > 1.347762
    PC26 > 2.442466
    PC57 > 0.2417434
    PC94 > -0.9051054
    ->  class 2\|4  [0.934]

Rule 2/241: (12.7, lift 17.8)
    PC8 <= -3.393956
    PC14 > -2.709792
    PC39 > 1.287615
    ->  class 2\|4  [0.932]

Rule 2/242: (52.5/2.9, lift 17.8)
    PC1 <= 7.908595
    PC8 <= -3.393956
    PC14 > -2.709792
    PC26 <= -2.990527
    ->  class 2\|4  [0.928]

Rule 2/243: (329.2/33.1, lift 17.2)
    PC1 <= 7.908595
    PC2 <= -0.1416927
    PC8 <= -3.393956
    PC43 > -0.1406443
    PC90 > 0.37657
    PC96 <= 0.2890086
    PC98 <= 0.4801093
    ->  class 2\|4  [0.897]

Rule 2/244: (8.9/0.6, lift 16.4)
    PC2 <= -0.1416927
    PC8 > -3.393956
    PC8 <= -0.2725643
    PC48 <= -0.2925121
    PC57 > 0.2417434
    PC69 > -0.2711533
    PC71 > 0.8124077
    PC79 <= 0.127514
    PC89 > -0.2886207
    ->  class 2\|4  [0.855]

Rule 2/245: (3.5, lift 15.6)
    PC14 <= -2.709792
    PC41 > 9.768393
    ->  class 2\|4  [0.817]

Rule 2/246: (43.5/7.6, lift 15.5)
    PC2 <= -0.1416927
    PC8 > -3.393956
    PC8 <= -0.2725643
    PC48 > -0.3215401
    PC48 <= -0.2925121
    PC57 > 0.2417434
    PC79 <= 0.127514
    PC89 > -0.2886207
    ->  class 2\|4  [0.810]

Rule 2/247: (23.7/5.3, lift 14.4)
    PC1 <= 7.908595
    PC2 <= -0.1416927
    PC8 > -3.393956
    PC8 <= -0.2725643
    PC29 > 0.3448451
    PC57 > 0.2417434
    PC94 > -0.9051054
    ->  class 2\|4  [0.754]

Rule 2/248: (35.4/9.4, lift 13.8)
    PC2 <= -0.1416927
    PC8 > -3.393956
    PC8 <= -0.2725643
    PC28 <= -0.2738551
    PC56 <= 0.2843107
    ->  class 2\|4  [0.723]

Rule 2/249: (30.3/9.4, lift 13.0)
    PC2 <= -0.1416927
    PC4 <= 0.3824726
    PC8 > -3.393956
    PC8 <= -0.2725643
    PC13 > -0.4807912
    PC65 > 0.9217626
    PC69 > -0.2711533
    PC79 <= 0.127514
    PC89 > -0.2886207
    PC94 > -0.9051054
    ->  class 2\|4  [0.679]

Rule 2/250: (30.9/10.1, lift 12.7)
    PC1 <= 7.908595
    PC2 <= -0.1416927
    PC3 <= 0.5712223
    PC8 > -3.393956
    PC8 <= -0.2725643
    PC28 > -0.2738551
    PC37 > 1.408006
    PC57 <= 0.2417434
    ->  class 2\|4  [0.664]

Rule 2/251: (33.4/12.2, lift 12.0)
    PC2 <= -0.1416927
    PC8 <= -3.393956
    PC11 > -4.090669
    PC14 > -2.709792
    PC85 <= 0.653713
    PC96 <= 0.2890086
    PC98 > 0.4801093
    ->  class 2\|4  [0.628]

Default class: 2\|3

-----  Trial 3:  -----

Rules:

Rule 3/1: (52.5, lift 16.7)
    PC2 > 2.60032
    PC3 <= 1.640775
    PC18 > -0.4683644
    PC22 > -0.5454282
    PC28 <= 3.353422
    PC59 > -1.22633
    PC72 > 1.097156
    PC79 <= 1.035518
    ->  class 0\|0  [0.982]

Rule 3/2: (56.8/0.9, lift 16.5)
    PC2 > 2.60032
    PC3 <= 1.640775
    PC6 > 0.1895734
    PC18 > -0.4683644
    PC18 <= 2.441335
    PC90 > -0.09525159
    PC97 <= 0.5021749
    ->  class 0\|0  [0.968]

Rule 3/3: (169.2/7.2, lift 16.2)
    PC2 > 2.60032
    PC3 <= 1.640775
    PC6 <= 0.1895734
    PC8 > -0.08187169
    PC13 > -0.9999362
    PC13 <= 0.8196219
    PC18 > -0.4683644
    PC18 <= 2.441335
    PC21 > -0.4518718
    PC22 > -0.5454282
    PC27 > -1.040835
    PC28 > -0.5568069
    PC41 <= 0.5272107
    PC42 <= 1.231999
    PC59 > -1.22633
    PC63 <= 0.881411
    PC76 <= 0.6815519
    PC77 > -0.09320647
    PC89 > -0.3581415
    PC95 <= 0.878783
    ->  class 0\|0  [0.952]

Rule 3/4: (32.3/1.3, lift 15.9)
    PC2 > 2.60032
    PC18 > -0.4683644
    PC18 <= 2.441335
    PC22 > -0.5454282
    PC28 <= 3.353422
    PC42 <= 3.243587
    PC53 <= 4.675475
    PC69 > -2.070981
    PC83 > -4.296821
    PC90 <= -1.848083
    ->  class 0\|0  [0.932]

Rule 3/5: (8.6/0.9, lift 14.0)
    PC2 > 2.60032
    PC18 > -0.4683644
    PC22 <= -0.5454282
    PC38 > 2.592915
    PC53 <= 4.675475
    PC72 <= 0.291287
    ->  class 0\|0  [0.821]

Rule 3/6: (9/1.3, lift 13.4)
    PC2 > 2.60032
    PC18 > -0.4683644
    PC72 > 0.291287
    PC97 > 2.982813
    ->  class 0\|0  [0.787]

Rule 3/7: (9.3/2.2, lift 12.2)
    PC2 > 2.60032
    PC3 <= 1.640775
    PC18 > -0.4683644
    PC21 > 0.1202282
    PC22 <= -0.5454282
    PC53 <= 4.675475
    PC72 <= 0.291287
    ->  class 0\|0  [0.714]

Rule 3/8: (1304.6/440.6, lift 11.3)
    PC2 > 2.60032
    PC13 <= 8.891523
    PC18 > 2.441335
    PC22 > -0.5454282
    PC28 <= 3.353422
    ->  class 0\|0  [0.662]

Rule 3/9: (101.5, lift 12.4)
    PC1 <= -0.717688
    PC18 > 2.441335
    PC22 > -0.5454282
    PC22 <= 1.08519
    PC75 <= 0.3343171
    PC83 > -4.296821
    PC87 > -0.64741
    PC88 <= 0.5521125
    ->  class 0\|1  [0.990]

Rule 3/10: (62.3, lift 12.3)
    PC2 > 2.60032
    PC3 <= 1.640775
    PC13 > -0.9999362
    PC13 <= 8.891523
    PC18 > -0.4683644
    PC18 <= 2.441335
    PC22 > -0.5454282
    PC42 <= 1.231999
    PC59 > -1.22633
    PC76 > 0.6815519
    PC77 > -0.09320647
    ->  class 0\|1  [0.984]

Rule 3/11: (42.7, lift 12.2)
    PC2 > 2.60032
    PC3 <= 1.640775
    PC18 > -0.4683644
    PC18 <= 2.441335
    PC22 > -0.08007564
    PC28 <= 3.353422
    PC42 > 1.231999
    PC42 <= 3.243587
    PC69 > -2.070981
    PC79 <= 1.035518
    ->  class 0\|1  [0.978]

Rule 3/12: (57.4/0.4, lift 12.2)
    PC3 <= -4.942089
    PC13 <= 8.891523
    PC18 > 2.441335
    PC22 > -0.4128557
    PC28 <= 3.353422
    PC73 <= 1.106532
    PC75 <= 0.3343171
    ->  class 0\|1  [0.976]

Rule 3/13: (142.9/2.7, lift 12.2)
    PC2 > 2.60032
    PC3 <= 1.640775
    PC6 <= 0.1895734
    PC18 > 0.1129524
    PC18 <= 2.441335
    PC22 > -0.5454282
    PC28 <= 3.353422
    PC42 <= 1.231999
    PC59 > -1.22633
    PC77 <= -0.09320647
    PC79 <= 1.035518
    ->  class 0\|1  [0.975]

Rule 3/14: (325.7/7.6, lift 12.2)
    PC2 > 2.60032
    PC13 <= -0.9999362
    PC18 > -0.4683644
    PC18 <= 2.441335
    PC22 > -0.5454282
    PC42 <= 1.231999
    PC59 > -1.22633
    PC69 > -2.070981
    PC70 > -2.16771
    PC72 <= 1.097156
    PC79 <= 1.035518
    PC90 > -1.848083
    PC100 > -1.305534
    ->  class 0\|1  [0.974]

Rule 3/15: (34.6, lift 12.2)
    PC2 > 2.60032
    PC3 <= 1.640775
    PC13 > -0.9999362
    PC18 > -0.4683644
    PC18 <= 2.441335
    PC21 <= -0.4518718
    PC22 > -0.5454282
    PC42 <= 1.231999
    PC59 > -1.22633
    PC77 > -0.09320647
    ->  class 0\|1  [0.973]

Rule 3/16: (144/3.1, lift 12.2)
    PC2 > 2.60032
    PC3 <= 1.640775
    PC7 <= 0.3843382
    PC15 > -0.5112045
    PC18 > -3.161332
    PC18 <= -0.4683644
    PC30 > -0.573154
    PC55 > 0.2063086
    PC83 <= 0.05279817
    PC93 > -0.5038341
    ->  class 0\|1  [0.972]

Rule 3/17: (33.7, lift 12.2)
    PC2 > 2.60032
    PC3 <= 1.640775
    PC18 > -0.4683644
    PC22 > -0.5454282
    PC41 > 0.5272107
    PC90 > -1.848083
    ->  class 0\|1  [0.972]

Rule 3/18: (28.6, lift 12.1)
    PC2 > 2.60032
    PC13 > -0.9999362
    PC13 <= 8.891523
    PC18 > -0.4683644
    PC18 <= 2.441335
    PC27 <= -1.040835
    PC77 > -0.09320647
    PC90 > -1.848083
    ->  class 0\|1  [0.967]

Rule 3/19: (54.7/0.9, lift 12.1)
    PC2 > 2.60032
    PC13 > 0.8196219
    PC13 <= 8.891523
    PC18 > -0.4683644
    PC18 <= 2.441335
    PC22 > -0.5454282
    PC42 <= 1.231999
    PC59 > -1.22633
    PC79 <= 1.035518
    ->  class 0\|1  [0.967]

Rule 3/20: (41.5/0.4, lift 12.1)
    PC13 <= 8.891523
    PC18 > 2.441335
    PC25 > 1.013801
    PC28 <= 3.353422
    ->  class 0\|1  [0.967]

Rule 3/21: (34.7/0.4, lift 12.0)
    PC2 > 2.60032
    PC3 <= 1.640775
    PC13 <= 8.891523
    PC18 > -0.4683644
    PC22 > -0.5454282
    PC38 <= -2.589616
    PC91 <= 2.682686
    ->  class 0\|1  [0.961]

Rule 3/22: (110.5/3.6, lift 12.0)
    PC2 > 2.60032
    PC3 <= 1.640775
    PC13 <= 8.891523
    PC18 > -0.4683644
    PC18 <= 2.441335
    PC21 > -0.4518718
    PC22 > -0.5454282
    PC42 <= 1.231999
    PC53 <= 4.675475
    PC59 > -1.22633
    PC63 > 0.881411
    PC70 > -2.16771
    ->  class 0\|1  [0.960]

Rule 3/23: (23, lift 12.0)
    PC2 > 2.60032
    PC3 <= 1.640775
    PC18 > -0.4683644
    PC18 <= 2.441335
    PC22 > -0.5454282
    PC28 <= 3.353422
    PC76 <= 0.6815519
    PC90 > -1.848083
    PC95 > 0.878783
    ->  class 0\|1  [0.960]

Rule 3/24: (32.6/0.4, lift 12.0)
    PC13 <= 8.891523
    PC18 > 2.441335
    PC22 > -0.5454282
    PC22 <= -0.4128557
    PC75 <= 0.3343171
    PC83 > -4.296821
    ->  class 0\|1  [0.958]

Rule 3/25: (30.8/0.4, lift 12.0)
    PC2 > 2.60032
    PC18 > 2.441335
    PC22 > -0.4128557
    PC28 <= 3.353422
    PC73 <= 1.106532
    PC87 > 0.7788222
    ->  class 0\|1  [0.956]

Rule 3/26: (119.2/4.4, lift 12.0)
    PC2 > 2.60032
    PC3 <= 1.640775
    PC6 <= 0.1895734
    PC13 <= 8.891523
    PC18 > -0.4683644
    PC18 <= 2.441335
    PC28 <= -0.5568069
    PC42 <= 1.231999
    PC59 > -1.22633
    PC70 > -2.16771
    PC76 <= 0.6815519
    PC90 > -1.848083
    ->  class 0\|1  [0.955]

Rule 3/27: (20, lift 11.9)
    PC13 <= 8.891523
    PC18 > 2.441335
    PC22 > -0.5454282
    PC28 <= 3.353422
    PC63 > 2.15753
    PC75 <= 0.3343171
    ->  class 0\|1  [0.955]

Rule 3/28: (234.6/9.9, lift 11.9)
    PC2 > 2.60032
    PC3 <= 1.640775
    PC13 > -3.077544
    PC13 <= 12.537
    PC17 > -0.9839751
    PC18 > -0.134267
    PC21 <= 0.1202282
    PC22 <= -0.5454282
    PC38 <= 2.515507
    PC47 <= 0.7460808
    PC51 <= 1.219611
    PC53 <= 4.675475
    PC54 <= 2.183951
    PC64 > -1.703355
    PC72 <= 0.291287
    PC82 > -1.062418
    PC93 <= 0.7832631
    ->  class 0\|1  [0.954]

Rule 3/29: (77.5/2.7, lift 11.9)
    PC18 > 2.441335
    PC22 <= 1.08519
    PC36 <= 1.47798
    PC73 > 0.6510091
    PC79 > -0.1242514
    PC96 > -0.2255768
    PC96 <= 0.1118428
    ->  class 0\|1  [0.954]

Rule 3/30: (27.4/0.4, lift 11.9)
    PC2 > 2.60032
    PC3 <= 1.640775
    PC15 > -0.5112045
    PC18 <= -0.4683644
    PC32 > 1.214527
    PC48 <= 0.2560323
    PC55 > 0.2063086
    ->  class 0\|1  [0.951]

Rule 3/31: (27.3/0.4, lift 11.9)
    PC2 > 2.60032
    PC18 > 2.441335
    PC22 > -0.5454282
    PC28 <= 3.353422
    PC91 > 2.682686
    ->  class 0\|1  [0.951]

Rule 3/32: (34.7/0.9, lift 11.9)
    PC2 > 2.60032
    PC3 <= 1.640775
    PC6 <= 0.1895734
    PC13 > -0.9999362
    PC13 <= 8.891523
    PC18 > -0.4683644
    PC18 <= 2.441335
    PC42 <= 1.231999
    PC79 <= 1.035518
    PC89 <= -0.3581415
    PC90 > -1.848083
    ->  class 0\|1  [0.949]

Rule 3/33: (35/1.3, lift 11.7)
    PC6 <= 0.1895734
    PC18 > -0.4683644
    PC18 <= 2.441335
    PC20 > 2.279113
    PC59 <= -1.22633
    PC69 > -2.070981
    PC79 <= 1.035518
    ->  class 0\|1  [0.937]

Rule 3/34: (84.9/4.4, lift 11.7)
    PC7 <= -0.9240131
    PC18 > 2.441335
    PC73 <= 1.106532
    PC75 <= 0.3343171
    PC87 > -0.64741
    PC87 <= 0.7788222
    PC88 <= 0.5521125
    ->  class 0\|1  [0.937]

Rule 3/35: (73.3/4, lift 11.7)
    PC13 > 1.483861
    PC13 <= 8.891523
    PC18 > 2.441335
    PC22 > -0.5454282
    PC75 <= 0.3343171
    PC87 > -0.64741
    PC88 <= 0.5521125
    ->  class 0\|1  [0.934]

Rule 3/36: (12.4, lift 11.6)
    PC2 > 2.60032
    PC3 <= 1.640775
    PC6 > 0.1895734
    PC18 <= 2.441335
    PC97 > 0.5021749
    ->  class 0\|1  [0.931]

Rule 3/37: (18.6/0.4, lift 11.6)
    PC13 > 8.891523
    PC22 > -0.5454282
    PC60 > 0.6570206
    ->  class 0\|1  [0.930]

Rule 3/38: (17.6/0.4, lift 11.6)
    PC18 > 2.441335
    PC48 <= -0.6223276
    PC73 <= 1.106532
    PC75 <= 0.3343171
    PC87 > -0.64741
    ->  class 0\|1  [0.926]

Rule 3/39: (56.4/3.6, lift 11.5)
    PC1 > -0.717688
    PC2 > 2.60032
    PC3 <= 1.640775
    PC18 > -0.4683644
    PC22 > -0.5454282
    PC22 <= 1.08519
    PC63 <= 2.15753
    PC73 <= 0.6510091
    PC75 <= 0.3343171
    PC87 > 0.2785284
    PC88 <= 0.5521125
    ->  class 0\|1  [0.922]

Rule 3/40: (9, lift 11.4)
    PC4 > 7.561344
    PC18 > 2.441335
    PC22 > -0.4128557
    PC28 <= 3.353422
    PC73 <= 1.106532
    PC75 <= 0.3343171
    PC88 > 0.5521125
    ->  class 0\|1  [0.909]

Rule 3/41: (143.9/12.9, lift 11.3)
    PC18 > 2.441335
    PC22 <= 1.08519
    PC67 > 0.07814023
    PC73 <= 0.6510091
    PC75 <= 0.3343171
    PC87 > -0.64741
    PC88 <= 0.5521125
    ->  class 0\|1  [0.905]

Rule 3/42: (80.7/7.7, lift 11.2)
    PC4 <= -9.096394
    PC18 > -0.4683644
    PC22 > -0.5454282
    PC73 <= 1.106532
    PC75 <= 0.3343171
    PC87 > -0.64741
    ->  class 0\|1  [0.895]

Rule 3/43: (5.8, lift 10.9)
    PC2 > 2.60032
    PC3 <= 1.640775
    PC18 > -0.4683644
    PC73 <= 0.6510091
    PC88 > 0.5491744
    PC88 <= 0.5521125
    ->  class 0\|1  [0.871]

Rule 3/44: (29.3/3.1, lift 10.9)
    PC2 > 2.60032
    PC3 <= 1.640775
    PC17 > -0.5203139
    PC18 <= -0.4683644
    PC48 <= 0.2560323
    PC55 > 0.2063086
    ->  class 0\|1  [0.869]

Rule 3/45: (5.3, lift 10.8)
    PC2 > 2.60032
    PC3 <= 1.640775
    PC9 > 0.5737089
    PC12 > 0.7647411
    PC18 <= -0.4683644
    ->  class 0\|1  [0.864]

Rule 3/46: (5.6/0.4, lift 10.1)
    PC2 > 2.60032
    PC6 > 0.1895734
    PC18 > -0.4683644
    PC18 <= 2.441335
    PC90 <= -0.09525159
    ->  class 0\|1  [0.810]

Rule 3/47: (45.5/9.3, lift 9.8)
    PC3 <= 1.640775
    PC7 <= -0.670688
    PC18 <= -0.4683644
    PC22 <= 2.148456
    PC37 > 0.7577408
    ->  class 0\|1  [0.784]

Rule 3/48: (105.9/0.4, lift 9.5)
    PC2 > 2.60032
    PC7 > -0.670688
    PC9 > 0.5737089
    PC12 <= 0.7647411
    PC18 <= -0.4683644
    PC55 <= 0.2063086
    PC86 <= 0.1725629
    PC92 <= 1.22431
    ->  class 0\|2  [0.987]

Rule 3/49: (103/0.9, lift 9.5)
    PC4 > 8.050642
    PC7 > -0.670688
    PC9 <= 0.5737089
    PC18 <= -0.4683644
    PC37 > -2.489988
    PC93 <= -0.3550044
    ->  class 0\|2  [0.982]

Rule 3/50: (155.4/2.7, lift 9.4)
    PC2 > 2.60032
    PC3 <= 1.640775
    PC7 <= -0.670688
    PC18 <= -0.4683644
    PC22 <= 2.148456
    PC37 <= 0.7577408
    PC55 <= 0.2063086
    PC68 > -0.3838851
    PC73 > -2.345829
    ->  class 0\|2  [0.977]

Rule 3/51: (36.3, lift 9.4)
    PC4 <= -8.287465
    PC7 > -0.670688
    PC18 <= -0.4683644
    ->  class 0\|2  [0.974]

Rule 3/52: (52.6/0.4, lift 9.4)
    PC2 > 2.60032
    PC7 > -0.670688
    PC8 > 0.04769057
    PC18 <= -0.4683644
    PC47 <= 1.321995
    PC55 <= 0.2063086
    PC60 <= 0.02230822
    ->  class 0\|2  [0.974]

Rule 3/53: (45.9/0.4, lift 9.4)
    PC2 > 2.60032
    PC3 > -0.5426501
    PC3 <= 1.640775
    PC7 > -0.670688
    PC16 <= 2.101484
    PC18 <= -0.4683644
    PC55 <= 0.2063086
    PC60 <= 0.02230822
    ->  class 0\|2  [0.970]

Rule 3/54: (171.4/4.5, lift 9.3)
    PC3 <= 1.640775
    PC15 > -0.5112045
    PC17 <= -0.5203139
    PC18 <= -0.4683644
    PC48 <= 0.2560323
    PC55 > 0.2063086
    PC83 > 0.05279817
    PC92 > -1.238406
    PC95 <= 0.1768727
    ->  class 0\|2  [0.968]

Rule 3/55: (92.6/2.2, lift 9.3)
    PC2 > 2.60032
    PC3 <= 1.640775
    PC5 <= -0.2695146
    PC7 > -0.670688
    PC18 <= -0.4683644
    PC55 <= 0.2063086
    PC60 <= 0.02230822
    PC82 > -0.5262116
    ->  class 0\|2  [0.966]

Rule 3/56: (40.8/0.4, lift 9.3)
    PC4 > 8.050642
    PC18 <= -0.4683644
    PC26 <= 1.473277
    PC55 <= 0.2063086
    PC82 <= -0.1709555
    ->  class 0\|2  [0.966]

Rule 3/57: (37.5/0.4, lift 9.3)
    PC2 > 2.60032
    PC18 <= -0.4683644
    PC22 > -1.488963
    PC35 <= -0.6139699
    PC55 <= 0.2063086
    PC64 > -0.4628634
    PC69 > -0.8784466
    PC77 > -0.349205
    PC84 <= 0.2683223
    PC99 > -0.9267305
    ->  class 0\|2  [0.963]

Rule 3/58: (24.3, lift 9.3)
    PC2 > 2.60032
    PC3 <= 1.640775
    PC7 > -0.670688
    PC9 <= 0.5737089
    PC18 > -0.7794993
    PC18 <= -0.4683644
    PC31 <= 0.2702272
    PC60 > 0.02230822
    PC77 > -0.349205
    PC84 <= 0.2683223
    ->  class 0\|2  [0.962]

Rule 3/59: (20.5, lift 9.2)
    PC2 > 2.60032
    PC3 <= 1.640775
    PC7 > 1.325366
    PC16 <= 2.101484
    PC18 <= -0.4683644
    PC60 <= 0.02230822
    ->  class 0\|2  [0.956]

Rule 3/60: (58.1/1.8, lift 9.2)
    PC2 > 2.60032
    PC3 <= 1.640775
    PC4 <= 8.050642
    PC7 > -0.670688
    PC16 <= 2.101484
    PC18 <= -0.4683644
    PC47 <= 1.321995
    PC55 <= 0.2063086
    PC60 <= 0.02230822
    PC62 <= -0.4461854
    PC63 <= 1.347917
    PC84 <= 0.4624287
    PC97 <= 1.299997
    ->  class 0\|2  [0.954]

Rule 3/61: (29.5/0.4, lift 9.2)
    PC3 <= 1.640775
    PC7 > -0.670688
    PC17 <= 0.1840988
    PC22 > -1.488963
    PC28 > 2.251208
    PC31 <= 0.2702272
    PC60 > 0.02230822
    PC77 > -0.349205
    PC100 > -0.9608124
    ->  class 0\|2  [0.954]

Rule 3/62: (27.5/0.4, lift 9.2)
    PC18 <= -1.925578
    PC55 <= 0.2063086
    PC60 <= 0.02230822
    PC63 > 1.347917
    PC84 <= 0.4624287
    PC100 > -0.9608124
    ->  class 0\|2  [0.951]

Rule 3/63: (108.9/4.4, lift 9.2)
    PC2 > 2.60032
    PC3 <= -0.3014054
    PC4 <= 8.050642
    PC18 <= -0.4683644
    PC35 <= 0.2038241
    PC38 <= 1.273247
    PC55 <= 0.2063086
    PC60 > 0.02230822
    PC64 <= -0.4628634
    PC77 > -0.349205
    PC84 <= 0.2683223
    PC87 > -0.4943846
    ->  class 0\|2  [0.951]

Rule 3/64: (122.2/5.3, lift 9.2)
    PC2 > 2.60032
    PC3 <= 1.640775
    PC14 > -1.076873
    PC15 <= -0.5112045
    PC18 > -3.65122
    PC18 <= -0.4683644
    PC38 <= 0.7182948
    PC40 > -1.179066
    PC51 > -0.3426875
    PC55 > 0.2063086
    PC82 > -0.6839091
    PC97 <= 1.461562
    ->  class 0\|2  [0.949]

Rule 3/65: (22.2/0.4, lift 9.1)
    PC3 <= 1.640775
    PC4 <= 8.050642
    PC5 > 1.861132
    PC18 <= -1.925578
    PC47 <= 1.321995
    PC55 <= 0.2063086
    PC60 <= 0.02230822
    PC63 <= 1.347917
    PC84 <= 0.4624287
    ->  class 0\|2  [0.940]

Rule 3/66: (14.1, lift 9.0)
    PC7 > -0.670688
    PC10 <= -2.920708
    PC17 <= 0.1840988
    PC34 > -1.579367
    PC60 > 0.02230822
    PC64 > -0.4628634
    PC77 > -0.349205
    PC87 > -0.1294847
    PC99 > -0.9267305
    ->  class 0\|2  [0.938]

Rule 3/67: (235.8/14.1, lift 9.0)
    PC2 > 2.60032
    PC3 <= 1.640775
    PC7 > -0.670688
    PC9 <= 0.5233031
    PC18 > -1.925578
    PC18 <= -0.4683644
    PC47 <= 1.321995
    PC55 <= 0.2063086
    PC60 <= 0.02230822
    PC84 <= 0.4624287
    ->  class 0\|2  [0.937]

Rule 3/68: (49.6/2.7, lift 9.0)
    PC2 > 2.60032
    PC3 <= 1.640775
    PC7 > -0.670688
    PC18 <= -0.4683644
    PC26 > 1.473277
    PC55 <= 0.2063086
    ->  class 0\|2  [0.929]

Rule 3/69: (40.2/2.7, lift 8.8)
    PC2 > 2.60032
    PC3 <= 1.640775
    PC7 > -0.670688
    PC18 <= -0.4683644
    PC19 <= -0.08966428
    PC22 > -1.488963
    PC60 > 0.02230822
    PC64 > -0.4628634
    PC84 <= 0.2683223
    ->  class 0\|2  [0.913]

Rule 3/70: (9.2, lift 8.8)
    PC4 <= -7.525788
    PC16 > 2.101484
    ->  class 0\|2  [0.910]

Rule 3/71: (17.3/0.9, lift 8.7)
    PC2 > 2.60032
    PC5 <= 1.861132
    PC16 <= 2.101484
    PC18 <= -0.4683644
    PC55 <= 0.2063086
    PC60 <= 0.02230822
    PC97 > 1.299997
    PC100 > -0.9608124
    ->  class 0\|2  [0.902]

Rule 3/72: (37.2/3.1, lift 8.6)
    PC3 <= 1.640775
    PC7 > -0.670688
    PC17 <= 0.1840988
    PC31 <= 0.2702272
    PC55 <= 0.2063086
    PC60 > 0.02230822
    PC69 <= -0.8784466
    PC77 > -0.349205
    PC84 <= 0.2683223
    ->  class 0\|2  [0.895]

Rule 3/73: (62.9/6.3, lift 8.6)
    PC2 > 2.60032
    PC17 <= 0.1840988
    PC22 > -1.488963
    PC31 <= 0.2702272
    PC60 > 0.02230822
    PC64 > -0.4628634
    PC77 > -0.349205
    PC84 <= 0.2683223
    PC99 <= -0.9267305
    ->  class 0\|2  [0.887]

Rule 3/74: (9.3/0.4, lift 8.4)
    PC2 > 2.60032
    PC7 > -0.670688
    PC18 <= -0.4683644
    PC47 <= 1.321995
    PC57 > 1.009809
    PC60 > 0.02230822
    PC77 <= -0.349205
    ->  class 0\|2  [0.872]

Rule 3/75: (136.9/19.7, lift 8.2)
    PC2 > 2.60032
    PC7 > -0.670688
    PC18 <= -0.4683644
    PC19 > -0.08966428
    PC22 > -1.488963
    PC31 <= 0.2702272
    PC34 > -1.579367
    PC47 <= 1.321995
    PC55 <= 0.2063086
    PC64 > -0.4628634
    PC77 > -0.349205
    PC84 <= 0.2683223
    PC87 <= -0.1294847
    PC99 > -0.9267305
    ->  class 0\|2  [0.851]

Rule 3/76: (27.3/3.6, lift 8.1)
    PC17 <= 0.1840988
    PC18 <= -0.4683644
    PC22 > -1.488963
    PC28 <= 2.251208
    PC31 <= 0.2702272
    PC55 <= 0.2063086
    PC60 > 0.02230822
    PC77 > -0.349205
    PC84 > 0.1083711
    PC84 <= 0.2683223
    PC87 > -0.1294847
    ->  class 0\|2  [0.844]

Rule 3/77: (77.9/12.5, lift 8.0)
    PC2 > 2.60032
    PC3 <= 1.640775
    PC7 > -0.670688
    PC17 > 0.1840988
    PC18 <= -0.4683644
    PC100 > -0.9608124
    ->  class 0\|2  [0.831]

Rule 3/78: (23/4.4, lift 7.5)
    PC2 > 2.60032
    PC3 <= 1.640775
    PC7 > 0.3843382
    PC15 > -0.5112045
    PC18 <= -0.4683644
    PC55 > 0.2063086
    PC83 <= 0.05279817
    ->  class 0\|2  [0.783]

Rule 3/79: (24.6/4.9, lift 7.5)
    PC2 > 2.60032
    PC17 <= 0.1840988
    PC22 <= -1.488963
    PC55 <= 0.2063086
    PC60 > 0.02230822
    PC85 > 0.2467984
    PC100 > -0.9608124
    ->  class 0\|2  [0.779]

Rule 3/80: (7936.8/5870.4, lift 2.5)
    PC2 > 2.60032
    ->  class 0\|2  [0.260]

Rule 3/81: (85.7, lift 11.5)
    PC3 <= -1.458862
    PC9 <= 0.1864814
    PC15 <= 0.5583683
    PC18 > -0.4683644
    PC22 <= -0.5454282
    PC33 <= -0.0822196
    PC43 <= 1.821604
    PC72 > 0.291287
    PC97 <= 2.982813
    ->  class 0\|3  [0.989]

Rule 3/82: (57, lift 11.4)
    PC3 <= 1.640775
    PC4 <= 8.050642
    PC17 <= 0.1840988
    PC18 <= -0.4683644
    PC31 > 0.2702272
    PC55 <= 0.2063086
    PC60 > 0.02230822
    ->  class 0\|3  [0.983]

Rule 3/83: (90.9/2.7, lift 11.2)
    PC2 > 2.60032
    PC3 <= 1.640775
    PC4 > -7.525788
    PC16 > 2.101484
    PC55 <= 0.2063086
    ->  class 0\|3  [0.961]

Rule 3/84: (40.8/0.9, lift 11.1)
    PC2 > 2.60032
    PC18 > -0.4683644
    PC83 <= -4.296821
    ->  class 0\|3  [0.956]

Rule 3/85: (20, lift 11.1)
    PC2 > 2.60032
    PC3 <= 1.640775
    PC17 <= -0.9839751
    PC22 <= -0.5454282
    PC57 > 2.487697
    ->  class 0\|3  [0.955]

Rule 3/86: (16.6, lift 11.0)
    PC15 > -0.5112045
    PC18 <= -3.161332
    PC55 > 0.2063086
    PC83 <= 0.05279817
    ->  class 0\|3  [0.946]

Rule 3/87: (12.1, lift 10.8)
    PC2 > 2.60032
    PC3 <= 1.640775
    PC15 > -0.5112045
    PC18 <= -0.4683644
    PC48 > 0.2560323
    PC55 > 0.2063086
    PC83 > 0.05279817
    ->  class 0\|3  [0.929]

Rule 3/88: (3218.5/1688.5, lift 5.5)
    PC2 > 2.60032
    PC3 <= 1.640775
    PC18 <= -0.4683644
    ->  class 0\|3  [0.475]

Rule 3/89: (131, lift 21.3)
    PC1 > -0.430681
    PC6 <= -2.402343
    PC11 <= -2.309642
    ->  class 1\|0  [0.992]

Rule 3/90: (355.6/3.1, lift 21.2)
    PC1 > -0.430681
    PC2 <= 2.60032
    PC3 <= 6.79025
    PC5 <= 12.1829
    PC6 <= 5.1094
    PC9 > -0.7842572
    PC10 <= 1.023987
    PC16 <= -2.021894
    PC27 > -1.04473
    PC45 <= 0.5341863
    PC47 <= 2.192351
    PC63 > -2.62196
    PC91 > -0.4964139
    ->  class 1\|0  [0.989]

Rule 3/91: (296.8/3.6, lift 21.1)
    PC5 <= 12.1829
    PC6 <= 6.13604
    PC9 > 1.266949
    PC10 <= 1.023987
    PC16 <= -2.021894
    PC27 > -1.04473
    PC57 <= 0.6759949
    PC91 > -0.4964139
    ->  class 1\|0  [0.984]

Rule 3/92: (87.2/0.9, lift 21.0)
    PC2 > 2.60032
    PC3 > 1.640775
    PC5 > -8.566073
    PC8 > -3.622398
    PC16 <= -0.9381145
    PC22 <= 2.453705
    PC24 > -0.5735374
    PC33 > -0.5413352
    PC33 <= 0.843222
    PC66 > -0.500074
    PC73 > -0.3024241
    PC85 <= -0.1756034
    PC99 <= 1.22902
    ->  class 1\|0  [0.979]

Rule 3/93: (135/2.2, lift 20.9)
    PC2 > 2.60032
    PC3 > 1.640775
    PC5 > -8.566073
    PC8 > -3.622398
    PC24 > -0.5735374
    PC33 > -0.5413352
    PC33 <= 0.843222
    PC51 > -0.3061795
    PC66 > -0.500074
    PC77 <= 0.7041603
    PC98 <= -0.12921
    PC99 <= 1.22902
    ->  class 1\|0  [0.976]

Rule 3/94: (21.4, lift 20.5)
    PC6 > 6.13604
    PC16 <= -4.645832
    ->  class 1\|0  [0.957]

Rule 3/95: (81.8/2.7, lift 20.5)
    PC3 > 1.640775
    PC5 > -8.566073
    PC16 <= -0.9381145
    PC22 > 1.384613
    PC22 <= 2.453705
    PC33 <= 0.843222
    PC75 > -0.1764398
    PC85 > -0.07734062
    PC86 <= 0.5544649
    PC94 <= 0.1347898
    ->  class 1\|0  [0.956]

Rule 3/96: (4.9, lift 18.3)
    PC3 > 5.533035
    PC5 <= 12.1829
    PC6 > 6.13604
    PC16 <= -1.941889
    ->  class 1\|0  [0.855]

Rule 3/97: (26.6/4.1, lift 17.6)
    PC1 > -0.430681
    PC3 > -0.078421
    PC12 > 2.678355
    PC15 > -3.116849
    PC16 > -1.941889
    PC18 > -0.4268926
    ->  class 1\|0  [0.822]

Rule 3/98: (74.5/13.8, lift 17.3)
    PC1 > -0.430681
    PC2 <= 2.60032
    PC3 > -0.078421
    PC10 <= -0.2973441
    PC16 <= 0.0976697
    PC21 <= 0.5964558
    ->  class 1\|0  [0.807]

Rule 3/99: (2.7, lift 16.8)
    PC2 > 2.60032
    PC3 > 1.640775
    PC46 > 0.9418525
    PC66 <= -0.500074
    ->  class 1\|0  [0.786]

Rule 3/100: (61.9, lift 16.3)
    PC1 > -0.430681
    PC12 > 2.678355
    PC15 > -3.116849
    PC18 <= -0.4268926
    ->  class 1\|1  [0.984]

Rule 3/101: (62.9/0.9, lift 16.0)
    PC1 > -0.430681
    PC16 <= -1.941889
    PC63 <= -2.62196
    ->  class 1\|1  [0.971]

Rule 3/102: (62.6/0.9, lift 16.0)
    PC2 <= 2.60032
    PC3 > 6.79025
    PC6 <= 6.13604
    PC16 <= -1.941889
    ->  class 1\|1  [0.971]

Rule 3/103: (77.8/1.3, lift 16.0)
    PC1 > -0.430681
    PC1 <= 0.5901639
    PC2 <= 2.60032
    PC3 > -0.078421
    PC10 > -0.2973441
    PC16 > -1.941889
    PC16 <= 0.0976697
    PC21 <= 0.5964558
    ->  class 1\|1  [0.971]

Rule 3/104: (28.3, lift 16.0)
    PC1 > 9.434016
    PC18 > 0.1550389
    PC21 > 0.5964558
    PC22 <= 2.281079
    ->  class 1\|1  [0.967]

Rule 3/105: (63.7/2.2, lift 15.7)
    PC5 > 12.1829
    PC16 <= -1.941889
    PC45 <= 0.5341863
    ->  class 1\|1  [0.951]

Rule 3/106: (17.7, lift 15.7)
    PC1 > 9.434016
    PC7 > -1.829115
    PC21 > 0.5964558
    PC22 <= 2.281079
    ->  class 1\|1  [0.949]

Rule 3/107: (43.6/1.8, lift 15.5)
    PC1 > -0.430681
    PC3 <= 6.79025
    PC6 > 5.1094
    PC9 > -0.7842572
    PC9 <= 1.266949
    PC10 <= 1.023987
    PC16 <= -1.941889
    ->  class 1\|1  [0.939]

Rule 3/108: (13.8, lift 15.5)
    PC1 > -0.430681
    PC2 <= 2.60032
    PC6 <= 6.13604
    PC10 > 1.023987
    PC16 <= -1.941889
    PC91 > -0.4964139
    ->  class 1\|1  [0.937]

Rule 3/109: (106/5.8, lift 15.5)
    PC1 > -0.430681
    PC3 <= 5.533035
    PC6 > 6.13604
    PC9 > -0.7842572
    PC16 > -4.645832
    PC16 <= -1.941889
    PC91 > -0.4964139
    ->  class 1\|1  [0.937]

Rule 3/110: (13.2, lift 15.4)
    PC1 > 11.70365
    PC3 <= -0.078421
    PC6 > -2.402343
    PC15 > -3.116849
    PC16 > -1.941889
    PC21 <= 0.5964558
    PC28 <= 0.2464169
    ->  class 1\|1  [0.934]

Rule 3/111: (12.4, lift 15.4)
    PC1 > -0.430681
    PC5 <= 12.1829
    PC9 > -0.7842572
    PC10 <= 1.023987
    PC16 <= -1.941889
    PC47 > 2.192351
    ->  class 1\|1  [0.931]

Rule 3/112: (12.5, lift 15.4)
    PC2 <= 2.60032
    PC4 <= -2.793473
    PC16 <= 0.0976697
    ->  class 1\|1  [0.931]

Rule 3/113: (9, lift 15.0)
    PC6 > 5.1094
    PC16 <= -1.941889
    PC45 <= 0.5341863
    PC57 > 0.6759949
    PC91 > -0.4964139
    ->  class 1\|1  [0.909]

Rule 3/114: (31.4/2.7, lift 14.7)
    PC1 > -0.430681
    PC5 > 3.424831
    PC18 <= 0.1742704
    PC82 <= -0.7688722
    ->  class 1\|1  [0.890]

Rule 3/115: (80.7/11.6, lift 14.0)
    PC1 > 11.70365
    PC3 <= -0.078421
    PC11 > -2.309642
    PC15 > -3.116849
    PC16 > -1.941889
    PC21 <= 0.5964558
    PC28 <= 0.2464169
    ->  class 1\|1  [0.847]

Rule 3/116: (4.3, lift 13.9)
    PC2 <= 2.60032
    PC9 > -0.7842572
    PC16 <= -1.941889
    PC27 <= -1.04473
    PC45 <= 0.5341863
    ->  class 1\|1  [0.841]

Rule 3/117: (12.9/2.2, lift 12.9)
    PC1 > -0.430681
    PC1 <= 11.70365
    PC2 <= 2.60032
    PC3 <= -0.078421
    PC9 > 0.2364534
    PC16 > -1.941889
    PC21 <= 0.5964558
    ->  class 1\|1  [0.784]

Rule 3/118: (10.7/2.7, lift 11.8)
    PC1 > -0.430681
    PC9 > -0.7842572
    PC16 > -2.021894
    PC16 <= -1.941889
    PC91 > -0.4964139
    ->  class 1\|1  [0.712]

Rule 3/119: (1417.5/759.3, lift 7.7)
    PC2 > 2.60032
    PC3 > 1.640775
    ->  class 1\|1  [0.464]

Rule 3/120: (69.8/41.8, lift 6.7)
    PC1 > -0.430681
    PC10 > -0.2973441
    PC48 > 0.9773987
    ->  class 1\|1  [0.403]

Rule 3/121: (219.9/0.9, lift 17.7)
    PC2 <= 2.60032
    PC5 > 3.424831
    PC12 <= 2.678355
    PC16 > 0.0976697
    PC18 <= 0.1742704
    PC21 <= 0.5964558
    PC65 <= 1.267671
    PC82 > -0.7688722
    ->  class 1\|2  [0.991]

Rule 3/122: (86.9, lift 17.7)
    PC1 > -0.430681
    PC2 <= 2.60032
    PC3 > -0.078421
    PC16 > -1.941889
    PC84 > 0.5910042
    ->  class 1\|2  [0.989]

Rule 3/123: (81.6, lift 17.7)
    PC2 <= 2.60032
    PC3 > 1.108042
    PC12 <= 2.678355
    PC16 > 0.0976697
    PC40 > 0.4993358
    PC100 > 0.141961
    ->  class 1\|2  [0.988]

Rule 3/124: (82.2/0.4, lift 17.6)
    PC2 > 2.60032
    PC3 > 1.640775
    PC15 <= 0.6799939
    PC16 <= 0.9959877
    PC51 <= -0.3061795
    PC97 <= 1.535991
    ->  class 1\|2  [0.983]

Rule 3/125: (77.2/0.4, lift 17.5)
    PC1 > -0.430681
    PC3 > -0.078421
    PC3 <= 1.108042
    PC16 > 0.0976697
    PC21 <= 0.5964558
    PC100 > 0.141961
    ->  class 1\|2  [0.982]

Rule 3/126: (61.9/0.4, lift 17.5)
    PC1 > 1.036368
    PC2 <= 2.60032
    PC3 > 0.6970189
    PC16 > -1.941889
    PC21 <= 0.5964558
    PC60 > -1.113875
    PC72 > 0.1215153
    PC100 <= 0.141961
    ->  class 1\|2  [0.977]

Rule 3/127: (70.6/0.9, lift 17.4)
    PC1 > -0.430681
    PC2 <= 2.60032
    PC3 > -0.078421
    PC16 > 0.0976697
    PC20 <= 0.4113477
    PC30 <= -0.6383737
    PC60 > -1.113875
    ->  class 1\|2  [0.974]

Rule 3/128: (30.5, lift 17.3)
    PC1 > -0.430681
    PC3 > -0.078421
    PC16 > 0.0976697
    PC20 <= -1.521745
    PC100 > 0.141961
    ->  class 1\|2  [0.969]

Rule 3/129: (28.9, lift 17.3)
    PC1 > -0.430681
    PC2 <= 2.60032
    PC3 > -0.078421
    PC5 <= 3.424831
    PC16 > 0.0976697
    PC35 > 0.6791058
    ->  class 1\|2  [0.968]

Rule 3/130: (27.9, lift 17.3)
    PC1 > -0.430681
    PC2 <= 2.60032
    PC16 > -1.941889
    PC21 <= 0.5964558
    PC70 > 0.6232999
    PC82 > -0.1021896
    ->  class 1\|2  [0.967]

Rule 3/131: (25.2, lift 17.2)
    PC1 > 11.70365
    PC3 <= -0.078421
    PC15 > -3.116849
    PC21 <= 0.5964558
    PC28 > 0.2464169
    ->  class 1\|2  [0.963]

Rule 3/132: (24.2, lift 17.2)
    PC2 > 2.60032
    PC3 > 1.640775
    PC22 <= -2.137337
    PC51 > -0.3061795
    ->  class 1\|2  [0.962]

Rule 3/133: (165.9/10.2, lift 16.7)
    PC2 > 2.60032
    PC3 > 1.640775
    PC15 > -1.571989
    PC16 > 0.9959877
    PC58 > -0.9120947
    PC93 > -0.5394949
    ->  class 1\|2  [0.933]

Rule 3/134: (12, lift 16.6)
    PC2 <= 2.60032
    PC3 > -0.078421
    PC4 > 0.8575985
    PC16 > 0.0976697
    ->  class 1\|2  [0.929]

Rule 3/135: (61.1/3.6, lift 16.6)
    PC1 > -0.430681
    PC3 > -0.078421
    PC5 <= 3.424831
    PC12 <= 2.678355
    PC16 > 0.0976697
    PC21 <= 0.5964558
    PC45 > -0.4375444
    PC60 <= -1.113875
    ->  class 1\|2  [0.927]

Rule 3/136: (17.8/0.4, lift 16.6)
    PC1 > -0.430681
    PC8 <= -0.2080276
    PC21 > 0.5964558
    PC50 <= -0.7888693
    ->  class 1\|2  [0.927]

Rule 3/137: (10.6, lift 16.5)
    PC2 <= 2.60032
    PC16 <= -1.941889
    PC45 > 0.5341863
    ->  class 1\|2  [0.921]

Rule 3/138: (9.6, lift 16.3)
    PC2 <= 2.60032
    PC9 <= -2.751183
    PC15 <= -3.116849
    PC50 <= -0.5004689
    ->  class 1\|2  [0.914]

Rule 3/139: (81.4/6.3, lift 16.3)
    PC1 > -0.430681
    PC2 <= 2.60032
    PC3 > -0.078421
    PC12 <= 2.678355
    PC16 > 0.0976697
    PC21 <= 0.5964558
    PC44 <= 0.6184465
    PC82 <= -0.1021896
    PC100 > 0.141961
    ->  class 1\|2  [0.912]

Rule 3/140: (8.4, lift 16.2)
    PC2 > 2.60032
    PC3 > 1.640775
    PC16 <= 0.9959877
    PC72 <= -1.307414
    ->  class 1\|2  [0.904]

Rule 3/141: (145.7/14.6, lift 16.0)
    PC1 > 0.5901639
    PC2 <= 2.60032
    PC3 > -0.078421
    PC4 > -2.793473
    PC8 > -1.793369
    PC10 > -0.2973441
    PC12 <= 2.678355
    PC16 > -1.941889
    PC16 <= 0.0976697
    PC18 <= 0.1548661
    PC48 <= 0.9773987
    PC57 > -1.721336
    ->  class 1\|2  [0.895]

Rule 3/142: (7.6, lift 16.0)
    PC1 > 1.128336
    PC2 > 2.60032
    PC15 <= -1.571989
    ->  class 1\|2  [0.895]

Rule 3/143: (177.4/18, lift 16.0)
    PC1 > 9.434016
    PC7 <= -1.829115
    PC15 > -3.116849
    PC16 > -1.941889
    PC18 <= 0.1550389
    ->  class 1\|2  [0.894]

Rule 3/144: (82/12.8, lift 14.9)
    PC1 > -0.430681
    PC2 <= 2.60032
    PC3 > -0.078421
    PC12 <= 2.678355
    PC15 > -3.116849
    PC16 > 0.0976697
    PC20 <= 0.4113477
    PC45 <= -0.4375444
    ->  class 1\|2  [0.835]

Rule 3/145: (148.1/25.7, lift 14.7)
    PC3 > -0.078421
    PC16 > 0.0976697
    PC21 <= 0.5964558
    PC35 <= 0.6791058
    PC55 <= -1.935972
    ->  class 1\|2  [0.822]

Rule 3/146: (31.8/7.1, lift 13.6)
    PC1 > -0.430681
    PC2 <= 2.60032
    PC3 <= -0.078421
    PC9 <= 0.2364534
    PC15 > -3.116849
    PC20 > 0.1808333
    PC21 <= 0.5964558
    ->  class 1\|2  [0.760]

Rule 3/147: (26.4/9.5, lift 11.3)
    PC1 > -0.430681
    PC2 <= 2.60032
    PC9 <= -0.7842572
    PC16 <= -1.941889
    ->  class 1\|2  [0.630]

Rule 3/148: (170.1/1.3, lift 16.4)
    PC1 <= 1.128336
    PC2 > 2.60032
    PC3 > 1.640775
    PC15 <= -1.571989
    ->  class 1\|3  [0.986]

Rule 3/149: (8.6, lift 15.1)
    PC2 <= 2.60032
    PC3 > -0.078421
    PC5 > 3.424831
    PC16 > -1.941889
    PC18 > 0.1742704
    PC20 <= 0.4113477
    PC21 <= 0.5964558
    ->  class 1\|3  [0.905]

Rule 3/150: (293.5/47.1, lift 14.0)
    PC2 <= 2.60032
    PC3 > 1.108042
    PC5 <= 3.424831
    PC12 <= 2.678355
    PC15 > -3.116849
    PC16 > 0.0976697
    PC20 > -1.521745
    PC30 > -0.6383737
    PC40 <= 0.4993358
    PC44 <= 0.6184465
    PC45 > -0.4375444
    PC53 <= 1.244309
    PC60 > -1.113875
    PC70 <= 0.6232999
    PC82 > -0.1021896
    PC84 <= 0.5910042
    PC98 > -0.9144674
    ->  class 1\|3  [0.837]

Rule 3/151: (82.3/15.5, lift 13.4)
    PC3 > 1.640775
    PC15 > -1.571989
    PC16 > 0.9959877
    PC58 > -0.9120947
    PC93 <= -0.5394949
    ->  class 1\|3  [0.804]

Rule 3/152: (3792.7/2809.6, lift 4.3)
    PC1 > -0.430681
    PC2 <= 2.60032
    ->  class 1\|3  [0.259]

Rule 3/153: (684.7/0.9, lift 11.9)
    PC2 <= 2.60032
    PC8 > 1.706811
    PC10 <= 0.4840528
    PC11 > -0.9337804
    PC12 > -0.3991949
    PC26 <= 2.837792
    PC28 <= 0.1391531
    PC46 <= 1.188833
    PC54 > -2.008829
    PC60 > -0.2222995
    PC70 <= 0.05402803
    PC84 > -0.2130711
    PC96 > -0.3563694
    ->  class 2\|0  [0.997]

Rule 3/154: (618/3.1, lift 11.8)
    PC2 <= 2.60032
    PC8 > 1.706811
    PC11 > -0.9337804
    PC21 > -0.2469342
    PC31 <= 1.669284
    PC34 <= -0.2263519
    PC60 > -0.2222995
    ->  class 2\|0  [0.993]

Rule 3/155: (479.2/5.2, lift 11.8)
    PC7 > 1.50783
    PC8 > 1.706811
    PC11 > -0.9337804
    PC21 > -0.2469342
    PC60 > -0.2222995
    PC96 > -0.3563694
    ->  class 2\|0  [0.987]

Rule 3/156: (160.8/1.3, lift 11.8)
    PC1 <= -0.430681
    PC8 > 1.706811
    PC19 <= -0.07146794
    PC21 > -0.2469342
    PC53 > 0.9556477
    PC96 > -0.3563694
    ->  class 2\|0  [0.986]

Rule 3/157: (133.2/0.9, lift 11.8)
    PC1 > -0.430681
    PC2 <= 2.60032
    PC9 <= 0.3539585
    PC14 <= 0.08337946
    PC16 > -1.941889
    PC21 > 0.5964558
    PC85 > -0.9423516
    PC94 <= 0.2139674
    ->  class 2\|0  [0.986]

Rule 3/158: (79.4/0.4, lift 11.7)
    PC1 <= -0.430681
    PC2 > -1.025067
    PC2 <= 2.60032
    PC8 > -0.2448918
    PC83 > 0.3446951
    ->  class 2\|0  [0.982]

Rule 3/159: (110.1/1.3, lift 11.7)
    PC1 <= -0.430681
    PC2 > -1.025067
    PC2 <= 2.60032
    PC4 <= 0.25686
    PC8 > -0.2448918
    PC68 > -0.3420546
    PC78 > -0.4639421
    ->  class 2\|0  [0.979]

Rule 3/160: (550.6/10.9, lift 11.7)
    PC8 > 1.706811
    PC11 > -0.9337804
    PC12 > -0.3991949
    PC20 <= -0.08652406
    PC22 <= 1.071706
    PC26 <= 2.837792
    PC28 <= 0.1391531
    PC33 <= 0.5000122
    PC46 <= 1.188833
    PC54 > -2.008829
    PC60 > -0.2222995
    PC83 > -0.6572847
    PC84 > -0.2130711
    PC99 <= 0.4940604
    ->  class 2\|0  [0.978]

Rule 3/161: (37.1, lift 11.6)
    PC8 > 1.706811
    PC10 <= -0.1473955
    PC46 > 1.188833
    PC60 > -0.2222995
    PC84 > -0.2130711
    ->  class 2\|0  [0.974]

Rule 3/162: (504.4/35.9, lift 11.1)
    PC1 > -4.643776
    PC1 <= -0.430681
    PC8 > 1.706811
    PC11 > -0.9337804
    PC21 > -0.2469342
    PC53 <= 0.9556477
    PC68 > 0.6163667
    PC96 > -0.3563694
    ->  class 2\|0  [0.927]

Rule 3/163: (10.5/0.4, lift 10.5)
    PC1 <= -4.643776
    PC8 > 1.706811
    PC21 > -0.2469342
    PC60 <= -0.2222995
    ->  class 2\|0  [0.884]

Rule 3/164: (50.4/12.3, lift 8.9)
    PC1 <= -0.430681
    PC2 <= 2.60032
    PC3 > -1.677802
    PC8 > -0.2448918
    PC8 <= 1.706811
    PC12 > 2.326105
    PC47 <= -0.6694815
    ->  class 2\|0  [0.746]

Rule 3/165: (21.4/5.4, lift 8.7)
    PC1 <= -0.430681
    PC2 <= 2.60032
    PC8 > -0.2448918
    PC8 <= 1.706811
    PC21 <= -0.363508
    PC44 > 0.5258224
    ->  class 2\|0  [0.726]

Rule 3/166: (225.8, lift 9.6)
    PC1 <= -0.430681
    PC8 > 1.706811
    PC18 <= -0.2351737
    PC20 > -0.4632906
    PC21 <= -0.2469342
    PC40 > -1.511018
    ->  class 2\|1  [0.996]

Rule 3/167: (212.6, lift 9.6)
    PC1 <= -0.430681
    PC8 > 1.706811
    PC11 <= -0.9337804
    PC21 > -0.2469342
    ->  class 2\|1  [0.995]

Rule 3/168: (103.4, lift 9.6)
    PC1 <= -0.430681
    PC2 <= 2.60032
    PC8 > -0.04721471
    PC8 <= 1.706811
    PC10 <= -0.07753254
    PC11 > -1.958302
    PC32 <= 1.05426
    PC44 <= 0.5258224
    PC47 > -0.6694815
    PC68 <= -0.4394439
    ->  class 2\|1  [0.991]

Rule 3/169: (114, lift 9.6)
    PC1 <= -0.430681
    PC8 > 1.706811
    PC12 <= -0.3991949
    PC34 > -0.2263519
    PC60 > -0.2222995
    ->  class 2\|1  [0.991]

Rule 3/170: (174.2/0.9, lift 9.6)
    PC1 <= -0.430681
    PC7 > 0.4729115
    PC8 > 1.706811
    PC16 <= 0.3580772
    PC21 <= -0.2469342
    PC26 > -1.36668
    PC40 > -1.511018
    PC70 <= 0.3232791
    ->  class 2\|1  [0.989]

Rule 3/171: (85, lift 9.5)
    PC1 <= -0.430681
    PC8 > 1.706811
    PC33 > 0.5000122
    ->  class 2\|1  [0.989]

Rule 3/172: (68.5, lift 9.5)
    PC1 <= -0.430681
    PC2 <= 2.60032
    PC8 > -0.2448918
    PC38 > 0.978694
    PC65 <= 0.8662381
    ->  class 2\|1  [0.986]

Rule 3/173: (61.2, lift 9.5)
    PC1 <= -0.430681
    PC2 <= 2.60032
    PC8 > -0.2448918
    PC22 > 1.071706
    PC70 > 0.05402803
    ->  class 2\|1  [0.984]

Rule 3/174: (76.8/0.4, lift 9.5)
    PC1 <= -0.430681
    PC2 > -1.025067
    PC2 <= 2.60032
    PC4 <= 0.25686
    PC8 > -0.2448918
    PC8 <= 1.706811
    PC68 <= -0.3420546
    PC83 <= 0.3446951
    ->  class 2\|1  [0.982]

Rule 3/175: (147.9/1.8, lift 9.5)
    PC1 <= -0.430681
    PC8 > 1.706811
    PC10 > 0.4840528
    PC60 > -0.2222995
    ->  class 2\|1  [0.981]

Rule 3/176: (240.7/4, lift 9.5)
    PC1 <= -0.430681
    PC8 > 1.706811
    PC21 > -0.2469342
    PC34 > -0.2263519
    PC84 <= -0.2130711
    ->  class 2\|1  [0.979]

Rule 3/177: (105.4/1.3, lift 9.4)
    PC1 <= -0.430681
    PC8 > 1.706811
    PC20 > -0.08652406
    PC21 > -0.2469342
    PC46 <= 1.188833
    PC70 > 0.05402803
    PC83 > -0.6572847
    PC84 > -0.2130711
    ->  class 2\|1  [0.978]

Rule 3/178: (43.2, lift 9.4)
    PC1 <= -0.430681
    PC8 > 1.706811
    PC34 > -0.2263519
    PC60 > -0.2222995
    PC70 > 0.05402803
    PC99 > 0.4940604
    ->  class 2\|1  [0.978]

Rule 3/179: (59.9/0.4, lift 9.4)
    PC1 <= -0.430681
    PC8 > 1.706811
    PC21 > -0.2469342
    PC28 > 0.1391531
    ->  class 2\|1  [0.977]

Rule 3/180: (94.1/1.3, lift 9.4)
    PC1 <= -0.430681
    PC2 <= -1.025067
    PC8 > -0.04721471
    PC8 <= 1.706811
    PC12 > -2.779273
    PC34 <= 0.2205974
    PC44 <= 0.5258224
    PC45 <= -0.01090586
    PC59 > -0.2590934
    PC69 <= 0.2370454
    ->  class 2\|1  [0.976]

Rule 3/181: (38.5, lift 9.4)
    PC2 <= -1.025067
    PC4 <= 0.25686
    PC8 > -0.04721471
    PC12 > -2.779273
    PC32 <= 1.05426
    PC47 > -0.6694815
    PC59 > 0.6701341
    PC88 > -0.3389637
    ->  class 2\|1  [0.975]

Rule 3/182: (52.4/0.4, lift 9.4)
    PC1 <= -0.430681
    PC2 <= 2.60032
    PC8 > -0.2448918
    PC8 <= 1.706811
    PC47 > -0.6694815
    PC55 <= -0.8519135
    ->  class 2\|1  [0.973]

Rule 3/183: (34.3, lift 9.4)
    PC2 <= -1.025067
    PC8 > -0.2448918
    PC8 <= 1.706811
    PC38 > 0.2780109
    PC47 <= -0.6694815
    PC63 > -0.01765974
    ->  class 2\|1  [0.972]

Rule 3/184: (33, lift 9.4)
    PC1 <= -0.430681
    PC2 <= 2.60032
    PC8 > -0.2448918
    PC8 <= 1.706811
    PC12 > -2.779273
    PC32 <= 1.05426
    PC47 > -0.6694815
    PC65 > 0.8662381
    ->  class 2\|1  [0.971]

Rule 3/185: (29, lift 9.3)
    PC1 <= -0.430681
    PC2 <= 2.60032
    PC4 <= -0.4762218
    PC8 <= 1.706811
    PC44 <= 0.3909043
    PC69 <= 0.2370454
    ->  class 2\|1  [0.968]

Rule 3/186: (29.2, lift 9.3)
    PC8 > 1.706811
    PC19 > -0.07146794
    PC21 > -0.2469342
    PC53 > 0.9556477
    PC60 <= -0.2222995
    ->  class 2\|1  [0.968]

Rule 3/187: (27.4, lift 9.3)
    PC8 > -0.2448918
    PC8 <= 1.706811
    PC12 > -2.779273
    PC21 > 1.952412
    PC45 > -0.01090586
    ->  class 2\|1  [0.966]

Rule 3/188: (26.2, lift 9.3)
    PC1 <= -0.430681
    PC2 <= 2.60032
    PC4 <= 0.25686
    PC8 > -0.2448918
    PC12 > -2.779273
    PC88 > -0.3389637
    PC92 <= -0.5368034
    ->  class 2\|1  [0.965]

Rule 3/189: (105.5/3.1, lift 9.3)
    PC1 <= -0.430681
    PC2 <= 2.60032
    PC8 > -0.04721471
    PC12 > -2.779273
    PC19 > -2.317307
    PC21 <= 1.952412
    PC32 <= 1.05426
    PC44 <= 0.5258224
    PC46 <= -0.386361
    PC69 <= 0.2370454
    ->  class 2\|1  [0.962]

Rule 3/190: (24, lift 9.3)
    PC1 > -0.430681
    PC1 <= 11.70365
    PC3 <= -0.078421
    PC9 <= 0.2364534
    PC21 <= 0.5964558
    PC31 > 0.02805567
    PC41 > 0.4274525
    ->  class 2\|1  [0.962]

Rule 3/191: (32.4/0.4, lift 9.3)
    PC1 <= -0.430681
    PC2 <= 2.60032
    PC8 > -0.2448918
    PC8 <= 1.706811
    PC12 > -2.779273
    PC44 > 0.3909043
    PC44 <= 0.5258224
    PC47 > -0.6694815
    ->  class 2\|1  [0.958]

Rule 3/192: (96.4/3.1, lift 9.3)
    PC1 <= -0.430681
    PC8 > 1.706811
    PC34 > -0.2263519
    PC83 <= -0.6572847
    ->  class 2\|1  [0.958]

Rule 3/193: (172.3/6.5, lift 9.2)
    PC1 <= -0.430681
    PC2 <= 2.60032
    PC6 <= 0.3403621
    PC8 > -2.684477
    PC28 > 0.04321957
    PC99 > 1.25466
    ->  class 2\|1  [0.957]

Rule 3/194: (130.8/5.3, lift 9.2)
    PC1 <= -0.430681
    PC8 > 1.706811
    PC10 > -0.1473955
    PC21 > -0.2469342
    PC34 > -0.2263519
    PC46 > 1.188833
    ->  class 2\|1  [0.952]

Rule 3/195: (18.3, lift 9.2)
    PC1 <= -0.430681
    PC2 <= 2.60032
    PC8 > -0.2448918
    PC44 <= 0.5258224
    PC47 > -0.6694815
    PC100 <= -1.118593
    ->  class 2\|1  [0.951]

Rule 3/196: (18.1, lift 9.2)
    PC1 <= -0.430681
    PC2 <= 2.60032
    PC8 > -0.04721471
    PC8 <= 1.706811
    PC12 > -2.779273
    PC45 > -0.01090586
    PC88 <= -0.3389637
    ->  class 2\|1  [0.950]

Rule 3/197: (85.2/3.8, lift 9.1)
    PC1 <= -0.430681
    PC2 <= 2.60032
    PC8 > -2.684477
    PC28 <= -0.2259787
    ->  class 2\|1  [0.945]

Rule 3/198: (484/27.1, lift 9.1)
    PC1 > -4.643776
    PC1 <= -0.430681
    PC8 > 1.706811
    PC21 > -0.2469342
    PC53 <= 0.9556477
    PC60 <= -0.2222995
    PC68 <= 0.6163667
    ->  class 2\|1  [0.942]

Rule 3/199: (15, lift 9.1)
    PC1 <= -0.430681
    PC2 <= 2.60032
    PC8 > -0.2448918
    PC8 <= 1.706811
    PC27 > 0.7279255
    ->  class 2\|1  [0.941]

Rule 3/200: (14.4, lift 9.1)
    PC1 <= -0.430681
    PC2 <= 2.60032
    PC8 > -0.2448918
    PC45 > 0.3823274
    PC47 > -0.6694815
    ->  class 2\|1  [0.939]

Rule 3/201: (14.3, lift 9.1)
    PC1 <= -0.430681
    PC2 <= 2.60032
    PC8 > -2.684477
    PC8 <= -0.2448918
    PC14 <= -0.7641849
    PC32 <= -1.807372
    PC57 <= -0.2006588
    ->  class 2\|1  [0.939]

Rule 3/202: (20.9/0.4, lift 9.0)
    PC1 <= -0.430681
    PC6 <= -3.087066
    PC63 > 0.06474769
    PC89 > -0.7323176
    ->  class 2\|1  [0.937]

Rule 3/203: (96.3/6.2, lift 8.9)
    PC1 <= -0.430681
    PC8 > 1.706811
    PC26 > 2.837792
    PC96 > -0.3563694
    ->  class 2\|1  [0.927]

Rule 3/204: (11.7, lift 9.0)
    PC2 <= -1.025067
    PC4 <= 0.25686
    PC8 > -0.2448918
    PC8 <= 1.706811
    PC44 <= 0.3909043
    PC45 > -0.01090586
    PC55 > -0.8519135
    PC59 <= 0.6701341
    PC69 <= 0.2370454
    PC76 > 0.4272273
    ->  class 2\|1  [0.927]

Rule 3/205: (11.2, lift 8.9)
    PC1 <= -0.430681
    PC8 > -0.2448918
    PC8 <= 1.706811
    PC19 <= -2.317307
    PC47 > -0.6694815
    ->  class 2\|1  [0.924]

Rule 3/206: (27.4/1.3, lift 8.9)
    PC1 <= -0.430681
    PC2 <= 2.60032
    PC8 > -2.684477
    PC12 > 5.358043
    ->  class 2\|1  [0.921]

Rule 3/207: (56.2/4, lift 8.8)
    PC1 <= -0.430681
    PC8 > 1.706811
    PC54 <= -2.008829
    ->  class 2\|1  [0.914]

Rule 3/208: (24.4/1.3, lift 8.8)
    PC1 > -0.430681
    PC2 <= 2.60032
    PC15 > -3.116849
    PC16 > -1.941889
    PC21 > 0.5964558
    PC80 <= 0.06850778
    PC94 > 0.2139674
    ->  class 2\|1  [0.912]

Rule 3/209: (72.5/5.8, lift 8.8)
    PC1 <= -0.430681
    PC2 <= 2.60032
    PC4 <= -0.07738709
    PC8 > -0.2448918
    PC8 <= 1.706811
    PC12 > -2.779273
    PC20 <= 0.1034476
    PC44 <= 0.3909043
    PC95 <= -0.1269479
    ->  class 2\|1  [0.909]

Rule 3/210: (7.4, lift 8.6)
    PC1 <= -0.430681
    PC8 > -2.684477
    PC8 <= -0.2448918
    PC63 > 0.06474769
    PC63 <= 0.06538293
    ->  class 2\|1  [0.894]

Rule 3/211: (59.3/5.8, lift 8.6)
    PC2 <= -1.025067
    PC4 <= 0.25686
    PC8 > -0.2448918
    PC8 <= 1.706811
    PC32 > 1.05426
    PC47 > -0.6694815
    PC69 <= 0.2370454
    ->  class 2\|1  [0.890]

Rule 3/212: (24/2.7, lift 8.3)
    PC1 <= -0.430681
    PC2 <= 2.60032
    PC4 <= -0.07738709
    PC8 > -0.04721471
    PC8 <= 1.706811
    PC12 > -2.779273
    PC44 <= 0.3909043
    PC45 > -0.01090586
    PC100 > 0.4037213
    ->  class 2\|1  [0.859]

Rule 3/213: (150/20.6, lift 8.3)
    PC1 <= -0.430681
    PC2 <= 2.60032
    PC4 <= -0.07738709
    PC8 > -0.04721471
    PC19 > -2.317307
    PC21 <= 1.952412
    PC44 <= 0.3909043
    PC55 > -0.8519135
    PC65 <= 0.8662381
    PC81 <= 0.06276903
    PC93 <= 0.5554105
    PC95 <= -0.1269479
    ->  class 2\|1  [0.858]

Rule 3/214: (67/13.7, lift 7.6)
    PC2 <= -1.025067
    PC4 <= 0.25686
    PC8 > -0.2448918
    PC8 <= 1.706811
    PC22 > -0.7064604
    PC44 > 0.5258224
    PC47 > -0.6694815
    ->  class 2\|1  [0.787]

Rule 3/215: (29.1/7.4, lift 7.0)
    PC1 <= -0.430681
    PC2 <= 2.60032
    PC4 > 0.25686
    PC8 > -0.2448918
    ->  class 2\|1  [0.730]

Rule 3/216: (30.5/8.5, lift 6.8)
    PC1 > -0.430681
    PC1 <= 9.434016
    PC15 > -3.116849
    PC21 > 0.5964558
    PC60 <= -0.5242456
    PC80 > 0.06850778
    ->  class 2\|1  [0.706]

Rule 3/217: (123.5, lift 10.1)
    PC2 <= -1.025067
    PC4 > -0.4762218
    PC4 <= 0.25686
    PC8 > -0.2448918
    PC8 <= -0.04721471
    PC44 <= 0.5258224
    PC45 <= 0.3823274
    PC47 > -0.6694815
    PC65 <= 0.8662381
    PC69 <= 0.2370454
    PC99 <= 1.874359
    PC100 > -1.118593
    ->  class 2\|2  [0.992]

Rule 3/218: (73.7/0.4, lift 10.0)
    PC2 <= 2.60032
    PC8 > -0.2448918
    PC8 <= 1.706811
    PC19 > -2.317307
    PC20 > 0.1034476
    PC46 > -0.386361
    PC47 > -0.6694815
    PC93 > 0.5554105
    ->  class 2\|2  [0.981]

Rule 3/219: (156/6.7, lift 9.7)
    PC1 <= -0.430681
    PC2 <= 2.60032
    PC8 > -2.684477
    PC8 <= -0.2448918
    PC28 > -0.2259787
    PC29 > 0.02692924
    PC35 > -0.6540792
    PC36 > 0.09391297
    PC47 > -0.8867225
    PC63 > -0.3658448
    PC63 <= 0.06474769
    PC67 <= 0.2330309
    PC68 <= 2.029282
    PC83 > -0.9610758
    ->  class 2\|2  [0.952]

Rule 3/220: (32.2/3.8, lift 8.7)
    PC1 > -0.430681
    PC1 <= 11.70365
    PC3 <= -0.078421
    PC16 > -1.941889
    PC21 <= 0.5964558
    PC31 <= 0.02805567
    PC38 <= 0.4092434
    PC41 > 0.4274525
    ->  class 2\|2  [0.859]

Rule 3/221: (16.8/2.2, lift 8.4)
    PC1 > -0.430681
    PC1 <= 11.70365
    PC2 <= 2.60032
    PC3 <= -0.078421
    PC9 <= 0.2364534
    PC15 > -3.116849
    PC20 <= 0.1808333
    PC41 <= 0.4274525
    PC78 > 0.20412
    ->  class 2\|2  [0.828]

Rule 3/222: (13.3/1.8, lift 8.3)
    PC1 <= -0.430681
    PC8 > -2.684477
    PC8 <= -0.2448918
    PC27 > -0.7057388
    PC36 > 0.04839476
    PC36 <= 0.09391297
    PC62 <= 0.2143113
    PC63 <= 0.06474769
    PC79 <= 0.003055811
    ->  class 2\|2  [0.819]

Rule 3/223: (45.1/13.1, lift 7.1)
    PC1 <= -0.430681
    PC2 <= 2.60032
    PC8 <= -0.2448918
    PC27 <= -0.7057388
    PC63 <= 0.06474769
    PC99 <= 1.25466
    ->  class 2\|2  [0.700]

Rule 3/224: (15.8/5.2, lift 6.6)
    PC1 > -0.430681
    PC1 <= 9.434016
    PC9 <= 0.3539585
    PC15 > -3.116849
    PC21 > 0.5964558
    PC85 <= -0.9423516
    ->  class 2\|2  [0.654]

Rule 3/225: (8207.5/6314.9, lift 2.3)
    PC1 <= -0.430681
    PC2 <= 2.60032
    ->  class 2\|2  [0.231]

Rule 3/226: (208.5, lift 8.6)
    PC1 <= -0.430681
    PC8 <= -2.684477
    PC19 > -1.545447
    PC46 <= -0.1830866
    PC55 <= 1.596507
    PC75 > 0.268474
    PC91 > -0.6385668
    ->  class 2\|3  [0.995]

Rule 3/227: (183.8, lift 8.5)
    PC2 <= 2.60032
    PC8 <= -2.684477
    PC19 > -1.545447
    PC46 <= 0.332321
    PC75 <= 0.268474
    PC85 <= 0.7860593
    PC93 > 0.4416389
    ->  class 2\|3  [0.995]

Rule 3/228: (172.7, lift 8.5)
    PC1 <= -0.430681
    PC8 <= -2.684477
    PC19 > -1.545447
    PC46 <= 0.332321
    PC75 <= 0.268474
    PC96 > 0.290455
    ->  class 2\|3  [0.994]

Rule 3/229: (116.1, lift 8.5)
    PC8 <= -2.684477
    PC11 > -4.090669
    PC19 > -1.545447
    PC22 <= -0.7646916
    PC46 <= 0.332321
    PC62 <= -0.3907135
    ->  class 2\|3  [0.992]

Rule 3/230: (104.6, lift 8.5)
    PC6 > -0.4848087
    PC8 <= -2.684477
    PC19 > -1.545447
    PC46 <= 0.332321
    PC75 > 0.268474
    PC79 > -0.1123921
    ->  class 2\|3  [0.991]

Rule 3/231: (157.8/0.4, lift 8.5)
    PC1 <= -0.430681
    PC8 <= -2.684477
    PC43 <= -0.118896
    PC46 <= 0.332321
    PC62 > -0.3907135
    PC69 > -0.3454055
    PC75 <= 0.268474
    PC85 <= 0.7860593
    ->  class 2\|3  [0.991]

Rule 3/232: (99.6, lift 8.5)
    PC1 <= -0.430681
    PC2 <= 2.60032
    PC8 <= -0.2448918
    PC19 > -1.545447
    PC24 > 0.5524306
    PC41 > -0.671379
    PC46 <= 0.332321
    PC69 > -0.3454055
    PC75 <= 0.268474
    PC85 <= 0.7860593
    PC96 <= 0.290455
    ->  class 2\|3  [0.990]

Rule 3/233: (75.8, lift 8.5)
    PC1 <= -0.430681
    PC2 <= 2.60032
    PC8 <= -0.2448918
    PC10 > -0.2461918
    PC18 > 0.04615716
    PC27 > -0.7057388
    PC63 <= 0.06474769
    PC70 > 0.2094811
    PC88 <= 0.4071077
    PC89 > -0.7323176
    PC91 <= 1.377683
    ->  class 2\|3  [0.987]

Rule 3/234: (200.4/1.8, lift 8.5)
    PC2 <= 2.60032
    PC8 <= -2.684477
    PC11 > -4.090669
    PC16 <= 0.4402856
    PC19 > -1.545447
    PC22 <= 0.9148942
    PC24 <= 0.5524306
    PC62 > -0.3907135
    PC75 <= 0.268474
    PC85 <= 0.7860593
    PC98 > -0.1438113
    ->  class 2\|3  [0.986]

Rule 3/235: (70.9, lift 8.5)
    PC1 <= -0.430681
    PC8 <= -2.684477
    PC16 > 0.4402856
    PC46 <= 0.332321
    PC69 > -0.3454055
    PC75 <= 0.268474
    ->  class 2\|3  [0.986]

Rule 3/236: (410.5/5.8, lift 8.5)
    PC1 <= -0.430681
    PC2 <= 2.60032
    PC8 > -2.684477
    PC8 <= -0.2448918
    PC15 > -2.162155
    PC22 <= 1.28584
    PC27 > -0.7057388
    PC36 <= 0.04839476
    PC57 > -0.2006588
    PC62 <= 0.2143113
    PC63 <= 0.06474769
    PC70 <= 0.2094811
    PC88 <= 0.4071077
    PC89 > -0.7323176
    PC99 <= 1.25466
    ->  class 2\|3  [0.984]

Rule 3/237: (58.8, lift 8.5)
    PC1 <= -0.430681
    PC8 <= -2.684477
    PC11 > -4.090669
    PC19 <= -1.545447
    PC46 <= 0.332321
    PC71 <= 0.6231174
    PC95 <= 0.000589953
    ->  class 2\|3  [0.984]

Rule 3/238: (50.2, lift 8.4)
    PC1 <= -0.430681
    PC2 <= 2.60032
    PC8 <= -0.2448918
    PC27 > -0.7057388
    PC29 > 0.02692924
    PC35 <= -0.6540792
    PC63 > -0.3658448
    PC63 <= 0.06474769
    PC99 <= 1.25466
    ->  class 2\|3  [0.981]

Rule 3/239: (185.2/2.7, lift 8.4)
    PC1 <= -0.430681
    PC8 <= -2.684477
    PC44 <= 0.8836542
    PC46 > 0.332321
    PC64 <= -0.180197
    ->  class 2\|3  [0.980]

Rule 3/240: (63.5/0.4, lift 8.4)
    PC8 <= -2.684477
    PC19 <= -1.545447
    PC94 > 0.8346831
    ->  class 2\|3  [0.978]

Rule 3/241: (42.1, lift 8.4)
    PC1 <= -0.430681
    PC2 <= 2.60032
    PC8 <= -0.2448918
    PC36 > 0.09391297
    PC57 > -0.2006588
    PC63 <= 0.06474769
    PC83 <= -0.9610758
    PC89 > -0.7323176
    ->  class 2\|3  [0.977]

Rule 3/242: (40.7, lift 8.4)
    PC1 <= -0.430681
    PC8 <= -2.684477
    PC22 <= -1.938803
    PC46 <= 0.332321
    ->  class 2\|3  [0.977]

Rule 3/243: (39, lift 8.4)
    PC1 <= -0.430681
    PC2 <= 2.60032
    PC8 > -2.684477
    PC8 <= -0.2448918
    PC15 <= -2.162155
    PC28 > -0.2259787
    PC57 > -0.2006588
    PC95 <= 0.1109738
    ->  class 2\|3  [0.976]

Rule 3/244: (75.8/0.9, lift 8.4)
    PC1 <= -0.430681
    PC8 <= -2.684477
    PC16 > 0.674357
    PC46 > 0.332321
    ->  class 2\|3  [0.976]

Rule 3/245: (122.1/2.2, lift 8.4)
    PC1 <= -0.430681
    PC8 <= -0.2448918
    PC29 <= 0.02692924
    PC32 <= 1.601086
    PC36 > 0.09391297
    PC57 > -0.2006588
    PC63 <= 0.06474769
    PC81 > -0.497721
    PC89 > -0.7323176
    PC91 <= 1.377683
    ->  class 2\|3  [0.974]

Rule 3/246: (68.4/0.9, lift 8.4)
    PC1 > -0.430681
    PC9 <= -2.751183
    PC15 <= -3.116849
    PC43 <= -0.02553178
    PC50 > -0.5004689
    ->  class 2\|3  [0.973]

Rule 3/247: (236.5/5.8, lift 8.3)
    PC1 <= -0.430681
    PC8 > -2.684477
    PC8 <= -0.2448918
    PC10 > -0.2461918
    PC15 > -2.162155
    PC22 <= 1.28584
    PC27 > -0.7057388
    PC36 <= 0.09391297
    PC57 > -0.2006588
    PC62 <= 0.2143113
    PC63 <= 0.06474769
    PC70 <= 0.2094811
    PC79 > 0.003055811
    PC88 <= 0.4071077
    PC89 > -0.7323176
    ->  class 2\|3  [0.972]

Rule 3/248: (137.5/3.6, lift 8.3)
    PC1 <= -0.430681
    PC8 <= -2.684477
    PC46 > 0.332321
    PC78 <= -0.214207
    ->  class 2\|3  [0.967]

Rule 3/249: (25.9, lift 8.3)
    PC1 <= -0.430681
    PC2 <= 2.60032
    PC8 <= -0.2448918
    PC27 > -0.7057388
    PC32 <= 1.601086
    PC36 > 0.09391297
    PC47 <= -0.8867225
    PC57 > -0.2006588
    ->  class 2\|3  [0.964]

Rule 3/250: (47.8/0.9, lift 8.3)
    PC1 > -0.430681
    PC9 <= -2.751183
    PC15 <= -3.116849
    PC31 <= -0.3329965
    ->  class 2\|3  [0.962]

Rule 3/251: (20.7, lift 8.2)
    PC1 > -0.430681
    PC14 > 1.576791
    PC15 <= -3.116849
    PC50 > -0.5004689
    ->  class 2\|3  [0.956]

Rule 3/252: (20.9, lift 8.2)
    PC2 <= 2.60032
    PC8 <= -0.2448918
    PC32 <= 1.601086
    PC57 > -0.2006588
    PC63 > 0.06474769
    PC85 > 0.9071871
    PC89 > -0.7323176
    PC99 <= 1.25466
    ->  class 2\|3  [0.956]

Rule 3/253: (29/0.4, lift 8.2)
    PC1 <= -0.430681
    PC2 <= 2.60032
    PC4 > 0.0297179
    PC8 <= -0.2448918
    PC11 > -4.090669
    PC19 <= -1.545447
    PC46 <= 0.332321
    ->  class 2\|3  [0.953]

Rule 3/254: (73.8/2.7, lift 8.2)
    PC1 <= -0.430681
    PC2 <= 2.60032
    PC8 > -2.684477
    PC8 <= -0.2448918
    PC36 > 0.09391297
    PC57 > -0.2006588
    PC63 <= -0.3658448
    PC89 > -0.7323176
    PC91 <= 1.377683
    PC99 <= 1.25466
    ->  class 2\|3  [0.952]

Rule 3/255: (377.6/17.4, lift 8.2)
    PC1 <= -0.430681
    PC8 > -2.684477
    PC8 <= -1.197344
    PC10 > -0.2461918
    PC15 > -2.162155
    PC22 <= 1.28584
    PC27 > -0.7057388
    PC36 <= 0.09391297
    PC57 > -0.2006588
    PC63 <= 0.06474769
    PC70 <= 0.2094811
    PC88 <= 0.4071077
    PC89 > -0.7323176
    PC91 <= 1.377683
    ->  class 2\|3  [0.951]

Rule 3/256: (17.3, lift 8.1)
    PC1 <= -0.430681
    PC2 <= 2.60032
    PC8 > -2.684477
    PC8 <= -0.2448918
    PC12 <= 5.358043
    PC28 > -0.2259787
    PC32 <= 1.601086
    PC57 > -0.2006588
    PC63 > 0.06474769
    PC80 > 1.36517
    ->  class 2\|3  [0.948]

Rule 3/257: (16, lift 8.1)
    PC1 <= -0.430681
    PC2 <= 2.60032
    PC8 > -2.684477
    PC8 <= -0.2448918
    PC12 <= 5.358043
    PC15 > 3.68311
    PC57 > -0.2006588
    PC63 > 0.06474769
    PC99 <= 1.25466
    ->  class 2\|3  [0.944]

Rule 3/258: (21.2/0.4, lift 8.1)
    PC1 <= -0.430681
    PC8 <= -2.684477
    PC11 > -4.090669
    PC13 > 0.3251544
    PC19 <= -1.545447
    ->  class 2\|3  [0.938]

Rule 3/259: (13.8, lift 8.0)
    PC1 <= -0.430681
    PC3 > 0.2067011
    PC8 > -2.684477
    PC8 <= -0.2448918
    PC89 <= -0.7323176
    ->  class 2\|3  [0.937]

Rule 3/260: (137/9.5, lift 7.9)
    PC1 <= -0.430681
    PC2 <= 2.60032
    PC8 <= -0.2448918
    PC10 <= -0.0008777652
    PC11 > -4.090669
    PC57 > -0.2006588
    PC63 > 0.06474769
    PC80 <= 1.36517
    ->  class 2\|3  [0.924]

Rule 3/261: (9.3, lift 7.8)
    PC1 <= -0.430681
    PC2 <= 2.60032
    PC20 <= -0.4632906
    PC21 <= -0.2469342
    ->  class 2\|3  [0.911]

Rule 3/262: (8.8, lift 7.8)
    PC1 <= -0.430681
    PC2 <= 2.60032
    PC8 > -2.684477
    PC8 <= -0.2448918
    PC28 <= -0.1319651
    PC57 > -0.2006588
    PC63 > 0.06474769
    PC89 > -0.7323176
    ->  class 2\|3  [0.907]

Rule 3/263: (28.2/3.6, lift 7.3)
    PC1 <= -0.430681
    PC8 <= -0.2448918
    PC11 > -4.090669
    PC14 > -0.7641849
    PC19 <= -2.968639
    PC57 <= -0.2006588
    ->  class 2\|3  [0.849]

Rule 3/264: (97.4/14.1, lift 7.3)
    PC1 <= -0.430681
    PC2 <= 2.60032
    PC8 <= -0.2448918
    PC32 <= 1.601086
    PC36 > 0.4590788
    PC63 > 0.06474769
    ->  class 2\|3  [0.848]

Rule 3/265: (43.9/8.3, lift 6.9)
    PC1 <= -0.430681
    PC2 <= 2.60032
    PC8 > -0.2448918
    PC8 <= 1.706811
    PC12 <= 2.326105
    PC32 <= -0.9878428
    PC38 <= 0.2780109
    PC47 <= -0.6694815
    ->  class 2\|3  [0.798]

Rule 3/266: (405.7/104.3, lift 6.4)
    PC1 <= -0.430681
    PC2 <= -1.025067
    PC8 <= 1.706811
    PC44 > -0.4799319
    PC44 <= 0.5258224
    PC69 > 0.2370454
    ->  class 2\|3  [0.742]

Rule 3/267: (196.8/114.2, lift 3.6)
    PC1 > -0.430681
    PC1 <= 11.70365
    PC2 <= 2.60032
    PC3 <= -0.078421
    PC16 > -1.941889
    PC21 <= 0.5964558
    ->  class 2\|3  [0.421]

Rule 3/268: (148.4, lift 21.4)
    PC1 <= -0.430681
    PC2 <= 2.60032
    PC11 <= -4.090669
    PC22 > -1.056395
    ->  class 2\|4  [0.993]

Rule 3/269: (148.1/0.4, lift 21.3)
    PC1 <= -0.430681
    PC8 <= -2.684477
    PC46 <= 0.332321
    PC69 <= -0.3454055
    PC100 > -1.260259
    ->  class 2\|4  [0.990]

Rule 3/270: (98.2/0.4, lift 21.2)
    PC1 <= -0.430681
    PC8 <= -2.684477
    PC19 <= -1.545447
    PC46 <= 0.332321
    PC71 > 0.6231174
    PC95 <= 0.000589953
    ->  class 2\|4  [0.986]

Rule 3/271: (170.9/2.7, lift 21.1)
    PC1 <= -0.430681
    PC8 <= -2.684477
    PC16 <= 0.4402856
    PC19 > -1.545447
    PC22 > -0.7646916
    PC46 <= 0.332321
    PC62 <= -0.3907135
    PC75 <= 0.268474
    PC96 <= 0.290455
    ->  class 2\|4  [0.979]

Rule 3/272: (38.1, lift 21.0)
    PC2 <= 2.60032
    PC8 <= -0.2448918
    PC16 <= 0.4402856
    PC22 > 0.9148942
    PC43 > -0.118896
    PC46 <= 0.332321
    PC75 <= 0.268474
    PC93 <= 0.4416389
    ->  class 2\|4  [0.975]

Rule 3/273: (97.2/1.8, lift 21.0)
    PC1 <= -0.430681
    PC8 <= -2.684477
    PC19 > -1.545447
    PC46 <= 0.332321
    PC75 <= 0.268474
    PC85 > 0.7860593
    ->  class 2\|4  [0.972]

Rule 3/274: (217.5/5.8, lift 20.9)
    PC4 <= 0.0297179
    PC8 <= -2.684477
    PC13 <= 0.3251544
    PC19 <= -1.545447
    PC22 > -1.938803
    PC46 <= 0.332321
    PC94 <= 0.8346831
    PC95 > 0.000589953
    ->  class 2\|4  [0.969]

Rule 3/275: (87.4/1.8, lift 20.9)
    PC1 <= -0.430681
    PC8 <= -2.684477
    PC11 > -4.090669
    PC19 > -1.545447
    PC24 > 0.5524306
    PC41 <= -0.671379
    PC43 > -0.118896
    PC46 <= 0.332321
    PC75 <= 0.268474
    PC93 <= 0.4416389
    PC96 <= 0.290455
    ->  class 2\|4  [0.969]

Rule 3/276: (69.2/1.8, lift 20.7)
    PC1 > -0.430681
    PC9 <= -2.751183
    PC14 <= 1.576791
    PC15 <= -3.116849
    PC31 > -0.3329965
    PC43 > -0.02553178
    ->  class 2\|4  [0.961]

Rule 3/277: (21.4/0.9, lift 19.8)
    PC1 <= -0.430681
    PC2 <= 2.60032
    PC8 > -2.684477
    PC8 <= -0.2448918
    PC15 <= -2.162155
    PC57 > -0.2006588
    PC95 > 0.1109738
    ->  class 2\|4  [0.919]

Rule 3/278: (11.1/0.4, lift 19.2)
    PC1 <= -0.430681
    PC2 <= 2.60032
    PC8 > -2.684477
    PC8 <= -0.2448918
    PC28 > -0.2259787
    PC32 > 1.924789
    PC57 <= -0.2006588
    ->  class 2\|4  [0.890]

Rule 3/279: (18.4/1.3, lift 19.1)
    PC1 <= -0.430681
    PC2 <= 2.60032
    PC8 > -2.684477
    PC8 <= -0.2448918
    PC10 > -0.2461918
    PC18 <= 0.04615716
    PC36 <= 0.09391297
    PC57 > -0.2006588
    PC63 <= 0.06474769
    PC70 > 0.2094811
    PC89 > -0.7323176
    ->  class 2\|4  [0.886]

Rule 3/280: (31.8/3.6, lift 18.7)
    PC1 <= -0.430681
    PC2 <= 2.60032
    PC8 <= -0.2448918
    PC10 <= -0.2461918
    PC15 > -2.162155
    PC36 <= 0.09391297
    PC63 <= 0.06474769
    ->  class 2\|4  [0.865]

Rule 3/281: (4.9, lift 18.4)
    PC1 <= -0.430681
    PC8 <= -2.684477
    PC11 > -4.090669
    PC55 > 1.596507
    PC69 > -0.3454055
    PC75 > 0.268474
    ->  class 2\|4  [0.855]

Rule 3/282: (30.8/4.9, lift 17.7)
    PC2 <= 2.60032
    PC8 <= -2.684477
    PC46 > -0.1830866
    PC46 <= 0.332321
    PC75 > 0.268474
    PC79 <= -0.1123921
    ->  class 2\|4  [0.821]

Rule 3/283: (305.6/75.5, lift 16.2)
    PC1 <= -0.430681
    PC8 <= -2.684477
    PC44 > 0.8836542
    PC88 <= 2.555035
    ->  class 2\|4  [0.751]

Rule 3/284: (17.6/5.8, lift 14.1)
    PC1 <= -0.430681
    PC2 <= 2.60032
    PC8 > -2.684477
    PC8 <= -0.2448918
    PC12 <= 5.358043
    PC22 > 1.28584
    PC27 > -0.7057388
    PC57 > -0.2006588
    PC63 <= 0.06474769
    PC91 <= 1.377683
    ->  class 2\|4  [0.654]

Rule 3/285: (22.5/9.6, lift 12.2)
    PC1 > -0.430681
    PC1 <= 9.434016
    PC15 > -3.116849
    PC16 > -1.941889
    PC21 > 0.5964558
    PC60 > -0.5242456
    PC80 > 0.06850778
    ->  class 2\|4  [0.567]

Default class: 2\|3

-----  Trial 4:  -----

Rules:

Rule 4/1: (92.9/1.4, lift 15.7)
    PC2 > 2.231518
    PC3 > -1.149961
    PC3 <= 1.640775
    PC9 <= 0.6609493
    PC18 > 0.6478552
    PC18 <= 2.052136
    PC24 > 0.07643459
    PC27 > -1.178585
    PC52 <= 1.127432
    PC67 <= 0.4216114
    ->  class 0\|0  [0.975]

Rule 4/2: (49.8/1, lift 15.4)
    PC4 <= 8.34274
    PC13 <= 6.717022
    PC15 > -0.3703066
    PC18 > 2.052136
    PC18 <= 2.694565
    PC25 <= 0.8085691
    PC31 <= 0.1677662
    PC35 <= 0.4428198
    PC53 <= -0.3839569
    PC67 <= 0.5092735
    PC83 > -0.6185338
    ->  class 0\|0  [0.961]

Rule 4/3: (10.6, lift 14.8)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC13 <= 6.717022
    PC18 > 0.6478552
    PC18 <= 2.052136
    PC32 > 1.976299
    PC42 > -3.974739
    ->  class 0\|0  [0.921]

Rule 4/4: (14.4/0.3, lift 14.7)
    PC5 <= 2.297995
    PC13 > 6.717022
    PC18 > 0.6478552
    PC31 > 0.1783828
    PC65 > 1.340178
    ->  class 0\|0  [0.918]

Rule 4/5: (104.4/11, lift 14.2)
    PC4 <= 8.34274
    PC12 <= 1.344201
    PC17 <= 3.847573
    PC18 > 0.6478552
    PC24 > 1.43178
    PC35 <= 0.4428198
    PC55 > -0.4350275
    PC55 <= 0.3941867
    PC62 <= 0.2248865
    ->  class 0\|0  [0.887]

Rule 4/6: (15.1/1, lift 14.2)
    PC2 > 2.231518
    PC3 <= -1.149961
    PC5 <= 2.297995
    PC13 > -4.293652
    PC13 <= 6.717022
    PC18 > 0.6478552
    PC18 <= 2.052136
    PC23 <= -0.2800649
    PC94 > 0.4838837
    ->  class 0\|0  [0.882]

Rule 4/7: (37.7/4.8, lift 13.7)
    PC2 > 2.231518
    PC5 <= 2.297995
    PC18 > 0.6478552
    PC37 <= -0.2538081
    PC65 > 1.340178
    PC84 <= 0.9254242
    ->  class 0\|0  [0.855]

Rule 4/8: (43.3/6.2, lift 13.5)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC18 > 0.6478552
    PC96 > 2.656743
    ->  class 0\|0  [0.841]

Rule 4/9: (3.6, lift 13.2)
    PC13 > 6.717022
    PC13 <= 6.826949
    PC65 > 1.340178
    ->  class 0\|0  [0.822]

Rule 4/10: (26.5/5.2, lift 12.5)
    PC18 > -1.015757
    PC18 <= 0.6478552
    PC30 > 3.793511
    ->  class 0\|0  [0.781]

Rule 4/11: (13.6/3.1, lift 11.8)
    PC2 > 2.231518
    PC10 <= -1.226144
    PC18 > -1.015757
    PC18 <= 0.6478552
    PC67 > 0.5365798
    ->  class 0\|0  [0.735]

Rule 4/12: (1604.5/572.3, lift 10.3)
    PC2 > 2.231518
    PC5 <= 2.297995
    PC13 <= 6.717022
    PC18 > 2.052136
    ->  class 0\|0  [0.643]

Rule 4/13: (232.5/0.3, lift 12.5)
    PC3 <= -1.149961
    PC5 <= 2.297995
    PC13 <= 6.717022
    PC18 > 1.108336
    PC18 <= 2.052136
    PC21 <= 0.4791392
    PC32 <= 1.976299
    PC42 <= 2.638718
    PC94 <= 0.4838837
    ->  class 0\|1  [0.994]

Rule 4/14: (174.6/0.3, lift 12.4)
    PC2 > 2.231518
    PC10 <= -1.226144
    PC18 > -1.015757
    PC18 <= 0.6478552
    PC23 > -1.743803
    PC30 <= 3.793511
    PC55 > -0.06528703
    PC60 <= -0.4093583
    PC67 <= 0.5365798
    ->  class 0\|1  [0.992]

Rule 4/15: (82.9, lift 12.4)
    PC2 > 2.231518
    PC4 <= 8.34274
    PC12 > 1.344201
    PC13 <= 6.717022
    PC18 > 0.6478552
    PC25 <= 0.8085691
    PC32 <= 0.7004737
    ->  class 0\|1  [0.988]

Rule 4/16: (67.5, lift 12.3)
    PC2 > 2.231518
    PC13 <= 6.717022
    PC18 > 2.052136
    PC35 > 0.4428198
    PC42 <= 2.638718
    PC49 > -0.7290412
    PC71 <= 0.7118299
    ->  class 0\|1  [0.986]

Rule 4/17: (65, lift 12.3)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC12 > -0.9735872
    PC18 <= 0.6478552
    PC57 > 0.2684259
    PC78 > 1.749331
    PC79 > -2.303877
    ->  class 0\|1  [0.985]

Rule 4/18: (80.1/0.3, lift 12.3)
    PC2 > 2.231518
    PC13 <= 6.717022
    PC18 > 2.052136
    PC31 <= 0.1677662
    PC55 <= -0.4350275
    ->  class 0\|1  [0.984]

Rule 4/19: (55.5, lift 12.3)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC7 <= -0.6894831
    PC10 > -1.226144
    PC18 > -1.015757
    PC18 <= 0.6478552
    PC40 > 0.1380526
    PC88 > -7.778881
    ->  class 0\|1  [0.983]

Rule 4/20: (138/1.4, lift 12.3)
    PC1 <= -0.5139899
    PC5 <= 2.297995
    PC13 <= 6.717022
    PC18 > 2.052136
    PC18 <= 2.694565
    PC32 <= 0.7004737
    PC53 > -0.3839569
    PC83 > -0.6185338
    ->  class 0\|1  [0.983]

Rule 4/21: (73.1/0.3, lift 12.3)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC13 <= 6.717022
    PC15 > 0.9526109
    PC18 > 0.6478552
    PC24 <= 1.43178
    PC35 <= 0.4428198
    PC55 <= 0.3941867
    PC61 <= 0.0853081
    PC64 > -0.2022231
    PC83 > -0.6185338
    ->  class 0\|1  [0.982]

Rule 4/22: (227.1/4, lift 12.3)
    PC3 <= -1.149961
    PC5 <= 2.297995
    PC13 > -4.293652
    PC13 <= 6.717022
    PC18 > 0.6478552
    PC18 <= 2.052136
    PC21 <= 0.4791392
    PC32 > -1.371858
    PC32 <= 1.976299
    PC42 <= 2.638718
    PC79 <= 0.5565708
    PC94 <= 0.4838837
    ->  class 0\|1  [0.978]

Rule 4/23: (43.8, lift 12.3)
    PC4 <= 8.34274
    PC18 > 2.052136
    PC21 <= -0.9512883
    PC62 <= 0.2248865
    PC71 <= 0.7118299
    ->  class 0\|1  [0.978]

Rule 4/24: (35.8, lift 12.2)
    PC4 <= 8.34274
    PC13 <= 6.717022
    PC17 <= 3.847573
    PC18 > 2.052136
    PC32 <= 0.7004737
    PC42 <= 2.638718
    PC57 <= -1.367647
    ->  class 0\|1  [0.974]

Rule 4/25: (31.4, lift 12.2)
    PC2 > 2.231518
    PC5 <= 2.297995
    PC13 <= 6.717022
    PC18 > 0.6478552
    PC18 <= 2.052136
    PC27 <= -1.178585
    ->  class 0\|1  [0.970]

Rule 4/26: (28.1, lift 12.1)
    PC2 > 2.231518
    PC3 > -1.149961
    PC3 <= 1.640775
    PC18 > 0.6478552
    PC18 <= 2.052136
    PC24 <= 0.07643459
    ->  class 0\|1  [0.967]

Rule 4/27: (57.3/1, lift 12.1)
    PC13 <= 6.717022
    PC18 > 2.052136
    PC21 <= 0.4791392
    PC25 > 0.8085691
    PC60 > -1.396197
    PC93 > -3.250893
    ->  class 0\|1  [0.966]

Rule 4/28: (23.5, lift 12.0)
    PC5 > 2.297995
    PC18 > 0.6478552
    PC30 > 4.336929
    PC42 > -3.974739
    ->  class 0\|1  [0.961]

Rule 4/29: (61.8/1.7, lift 12.0)
    PC5 <= 2.297995
    PC13 > 6.826949
    PC18 > 0.6478552
    PC31 <= 0.1783828
    PC37 > -0.2538081
    PC65 > 1.340178
    PC84 <= 0.9254242
    ->  class 0\|1  [0.958]

Rule 4/30: (20.5, lift 12.0)
    PC2 > 2.231518
    PC5 <= 2.297995
    PC17 <= 3.847573
    PC18 > 0.6478552
    PC33 > 3.523143
    PC83 <= -0.6185338
    ->  class 0\|1  [0.956]

Rule 4/31: (27.7/0.3, lift 12.0)
    PC10 <= -1.226144
    PC18 > -1.015757
    PC18 <= 0.6478552
    PC20 > 2.114581
    PC67 <= 0.5365798
    ->  class 0\|1  [0.955]

Rule 4/32: (130.7/5.5, lift 11.9)
    PC1 <= -0.5139899
    PC2 > 2.231518
    PC4 <= 8.34274
    PC13 <= 6.717022
    PC18 > 0.6478552
    PC42 <= 2.638718
    PC57 > -1.367647
    PC61 > 0.0853081
    PC62 <= 0.2248865
    ->  class 0\|1  [0.951]

Rule 4/33: (285.7/16.4, lift 11.8)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC6 <= 0.2633233
    PC10 <= -1.226144
    PC13 <= 1.643236
    PC18 > -1.015757
    PC18 <= 0.6478552
    PC21 > -0.9317714
    PC23 > -1.743803
    PC30 <= 3.793511
    PC47 <= 0.6875997
    PC55 > -0.06528703
    PC67 <= 0.5365798
    PC76 <= 1.039522
    PC89 > -0.2596491
    PC97 > -0.2990219
    ->  class 0\|1  [0.939]

Rule 4/34: (13.6, lift 11.7)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC7 <= -0.7458541
    PC18 <= 0.6478552
    PC94 > 1.080399
    PC96 <= 1.314664
    ->  class 0\|1  [0.936]

Rule 4/35: (13.3, lift 11.7)
    PC2 > 2.231518
    PC6 > 0.1386611
    PC6 <= 0.2633233
    PC10 <= -1.226144
    PC13 <= 1.643236
    PC18 > -1.015757
    PC18 <= 0.6478552
    ->  class 0\|1  [0.935]

Rule 4/36: (26.7/1, lift 11.6)
    PC2 > 2.231518
    PC7 <= -1.021488
    PC18 > 2.694565
    PC32 <= 0.7004737
    PC42 <= 2.638718
    ->  class 0\|1  [0.930]

Rule 4/37: (22/0.7, lift 11.6)
    PC4 <= 8.34274
    PC5 <= 2.297995
    PC7 > -1.021488
    PC13 <= 6.717022
    PC18 > 2.694565
    PC32 <= 0.7004737
    PC55 > 0.3941867
    PC71 <= 0.7118299
    PC83 > -0.6185338
    ->  class 0\|1  [0.930]

Rule 4/38: (10.7, lift 11.5)
    PC2 > 2.231518
    PC9 > 0.6609493
    PC18 > 0.6478552
    PC18 <= 2.052136
    ->  class 0\|1  [0.921]

Rule 4/39: (65.9/4.5, lift 11.5)
    PC4 > 8.34274
    PC5 <= 2.297995
    PC18 > 0.6478552
    ->  class 0\|1  [0.919]

Rule 4/40: (205/16.3, lift 11.5)
    PC3 <= -1.149961
    PC5 <= 2.297995
    PC13 > -4.293652
    PC13 <= 6.717022
    PC18 > 0.6478552
    PC18 <= 2.052136
    PC21 <= 0.4791392
    PC23 > -0.2800649
    PC32 > -1.371858
    PC32 <= 1.976299
    ->  class 0\|1  [0.917]

Rule 4/41: (9.5, lift 11.4)
    PC2 > 2.231518
    PC3 > -1.149961
    PC18 > 0.6478552
    PC18 <= 2.052136
    PC52 > 1.127432
    ->  class 0\|1  [0.913]

Rule 4/42: (8.5, lift 11.3)
    PC5 > 2.297995
    PC10 <= -0.821452
    PC18 > 0.6478552
    ->  class 0\|1  [0.904]

Rule 4/43: (11.6/0.3, lift 11.3)
    PC2 > 2.231518
    PC3 > -1.149961
    PC18 > 0.6478552
    PC18 <= 2.052136
    PC67 > 0.4216114
    ->  class 0\|1  [0.901]

Rule 4/44: (57.8/5.1, lift 11.2)
    PC5 <= 2.297995
    PC13 <= 6.717022
    PC17 <= 3.847573
    PC18 > 2.052136
    PC21 <= 0.4791392
    PC31 > 0.1677662
    PC71 <= 0.7118299
    PC83 > -0.6185338
    ->  class 0\|1  [0.898]

Rule 4/45: (7.6, lift 11.2)
    PC5 <= 2.297995
    PC13 > 6.717022
    PC42 > -3.974739
    PC96 > 1.294732
    ->  class 0\|1  [0.896]

Rule 4/46: (135.9/14.4, lift 11.1)
    PC1 <= -0.5139899
    PC2 > 2.231518
    PC4 <= 8.34274
    PC13 <= 6.717022
    PC18 > 0.6478552
    PC32 <= 0.7004737
    PC42 <= 2.638718
    PC62 <= 0.2248865
    PC64 <= -0.2022231
    PC71 <= 0.7118299
    PC83 > -0.6185338
    ->  class 0\|1  [0.889]

Rule 4/47: (5.5, lift 10.9)
    PC7 <= -0.7458541
    PC18 <= -1.015757
    PC44 > 1.971034
    PC78 <= 1.749331
    PC96 <= 1.314664
    ->  class 0\|1  [0.867]

Rule 4/48: (89.6/11.5, lift 10.8)
    PC1 <= -0.5139899
    PC5 > -0.7533382
    PC5 <= 2.297995
    PC18 > 2.052136
    PC32 <= 0.7004737
    PC35 <= 0.4428198
    PC59 > -0.1885396
    PC62 <= 0.2248865
    PC77 <= -0.02019867
    PC83 > -0.6185338
    ->  class 0\|1  [0.864]

Rule 4/49: (35.7/8.6, lift 9.3)
    PC1 <= -0.5139899
    PC2 > 2.231518
    PC5 <= -0.7533382
    PC7 > -1.021488
    PC18 > 0.6478552
    PC71 <= 0.7118299
    ->  class 0\|1  [0.745]

Rule 4/50: (58.4, lift 9.6)
    PC3 <= 1.640775
    PC9 <= 0.5237662
    PC16 > -0.3373514
    PC18 <= -1.015757
    PC30 > -3.287082
    PC41 > 0.2012752
    PC42 > -0.9838594
    PC61 > -0.3682593
    PC71 > -0.4756557
    ->  class 0\|2  [0.983]

Rule 4/51: (53.6, lift 9.6)
    PC7 > -0.7458541
    PC10 <= -2.28479
    PC18 <= -1.015757
    PC70 <= 1.162519
    PC75 <= -0.2893778
    PC83 <= 1.849678
    PC89 > -1.158267
    ->  class 0\|2  [0.982]

Rule 4/52: (53.7, lift 9.6)
    PC9 <= 0.5571359
    PC10 <= -2.28479
    PC16 > -0.3373514
    PC17 <= -0.7931207
    PC30 > -1.46451
    PC61 > -0.3682593
    PC78 <= 1.749331
    PC99 <= -0.2168633
    ->  class 0\|2  [0.982]

Rule 4/53: (52.8, lift 9.6)
    PC4 > 9.315482
    PC7 > -0.7458541
    PC18 <= -1.015757
    PC98 > -2.001637
    ->  class 0\|2  [0.982]

Rule 4/54: (46.2, lift 9.5)
    PC4 <= -5.58754
    PC11 <= -0.004094944
    PC18 <= 0.6478552
    PC42 > -0.9838594
    PC74 > -0.8125318
    PC88 <= 0.03757021
    PC98 > -2.001637
    ->  class 0\|2  [0.979]

Rule 4/55: (89.1/1, lift 9.5)
    PC9 <= 0.5571359
    PC12 > -0.6750504
    PC18 <= -1.015757
    PC32 > -1.10725
    PC38 > -2.00055
    PC39 > -1.561772
    PC61 <= -0.3682593
    PC83 <= 1.849678
    PC89 > -1.158267
    PC96 > -0.7333479
    PC96 <= -0.1064193
    PC97 <= 0.4390439
    ->  class 0\|2  [0.978]

Rule 4/56: (34.3, lift 9.5)
    PC2 > 8.098202
    PC12 > -0.6750504
    PC16 > -0.3373514
    PC28 > -1.327588
    PC32 > -1.10725
    PC39 > -1.561772
    PC61 > -0.3682593
    ->  class 0\|2  [0.972]

Rule 4/57: (43.8/0.3, lift 9.5)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC16 > -0.5689859
    PC18 <= 0.6478552
    PC32 > 2.270931
    PC42 > -0.9838594
    PC66 > -4.692316
    ->  class 0\|2  [0.971]

Rule 4/58: (75.7/1.4, lift 9.4)
    PC7 <= 0.4319536
    PC10 <= -2.28479
    PC18 <= -1.015757
    PC30 > -1.46451
    PC78 <= 1.749331
    PC81 <= 0.03965403
    PC87 > -0.1069828
    PC99 > -0.2168633
    ->  class 0\|2  [0.970]

Rule 4/59: (51.9/0.7, lift 9.4)
    PC4 > -7.664239
    PC10 <= -2.28479
    PC16 > -0.3373514
    PC18 <= -1.015757
    PC42 > -0.9838594
    PC57 > -0.5243457
    PC61 > 0.2620896
    ->  class 0\|2  [0.969]

Rule 4/60: (27.8, lift 9.4)
    PC10 <= -2.28479
    PC17 > -0.7931207
    PC18 <= -1.015757
    PC57 > -0.5243457
    ->  class 0\|2  [0.966]

Rule 4/61: (161.3/4.8, lift 9.4)
    PC3 <= 1.640775
    PC7 > -0.7458541
    PC9 <= 0.5571359
    PC18 <= -1.015757
    PC32 <= -1.10725
    PC39 > -1.561772
    PC87 > -0.5638671
    PC88 > -2.590466
    PC89 > -1.158267
    PC96 > -0.6344218
    PC98 > -2.001637
    ->  class 0\|2  [0.965]

Rule 4/62: (29/0.3, lift 9.3)
    PC4 > -7.664239
    PC4 <= -6.572582
    PC18 <= 0.6478552
    PC83 <= 1.849678
    PC90 <= -0.941981
    ->  class 0\|2  [0.957]

Rule 4/63: (19.9, lift 9.3)
    PC11 <= -0.004094944
    PC12 > -0.6750504
    PC18 <= -1.015757
    PC32 > -1.10725
    PC42 > -0.9838594
    PC57 > -1.309196
    PC57 <= 1.486717
    PC74 > -0.8125318
    PC88 > 0.03757021
    PC96 <= -0.272664
    PC98 > -2.001637
    ->  class 0\|2  [0.954]

Rule 4/64: (104.8/4, lift 9.3)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC7 > -0.7458541
    PC9 > 0.5571359
    PC18 <= -1.015757
    PC50 <= 0.444156
    PC92 <= 1.22431
    ->  class 0\|2  [0.954]

Rule 4/65: (25.1/0.3, lift 9.3)
    PC7 > -0.7458541
    PC7 <= 0.4319536
    PC9 <= 0.5237662
    PC10 <= -3.622605
    PC18 <= -1.015757
    PC42 > -0.9838594
    PC78 <= 1.749331
    ->  class 0\|2  [0.951]

Rule 4/66: (53/1.7, lift 9.3)
    PC3 <= 1.640775
    PC18 <= -1.015757
    PC39 > -1.561772
    PC53 > -3.282235
    PC66 > -4.692316
    PC78 <= 1.749331
    PC83 > 1.849678
    PC86 > -1.535947
    ->  class 0\|2  [0.951]

Rule 4/67: (23/0.7, lift 9.1)
    PC12 > -0.6750504
    PC18 <= -1.015757
    PC57 > -1.309196
    PC57 <= 1.486717
    PC61 > -0.3682593
    PC79 > 2.061678
    PC89 > -1.158267
    ->  class 0\|2  [0.933]

Rule 4/68: (90.9/5.3, lift 9.1)
    PC3 <= 1.640775
    PC10 > -2.28479
    PC11 <= -0.004094944
    PC16 > -0.3373514
    PC18 <= -1.015757
    PC42 > -0.9838594
    PC57 > -1.309196
    PC61 > -0.3682593
    PC64 <= 1.101628
    PC83 <= 1.849678
    PC96 > -0.272664
    PC98 > -2.001637
    ->  class 0\|2  [0.932]

Rule 4/69: (16.8/0.3, lift 9.0)
    PC2 > 2.231518
    PC3 <= -1.149961
    PC13 <= 6.717022
    PC18 > 0.6478552
    PC18 <= 1.108336
    PC42 > -3.974739
    PC79 > 0.5565708
    PC94 <= 0.4838837
    ->  class 0\|2  [0.929]

Rule 4/70: (68.5/4.4, lift 9.0)
    PC3 <= 1.640775
    PC12 > -0.6750504
    PC18 <= -1.015757
    PC28 <= -1.327588
    PC32 > -1.10725
    PC46 <= 0.00863261
    PC57 <= 1.486717
    PC61 > -0.3682593
    PC61 <= 0.6735228
    PC89 > -1.158267
    PC98 > -2.001637
    ->  class 0\|2  [0.923]

Rule 4/71: (46.6/3.4, lift 8.9)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC39 > -1.561772
    PC56 <= -6.408858
    PC78 <= 1.749331
    PC98 > -2.001637
    ->  class 0\|2  [0.909]

Rule 4/72: (43.1/3.5, lift 8.8)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC10 > -2.28479
    PC12 > -0.6750504
    PC16 > -0.3373514
    PC30 > -3.287082
    PC43 <= 1.603265
    PC57 > -1.309196
    PC61 > -0.3682593
    PC64 > 1.101628
    PC83 <= 1.849678
    PC89 > -1.158267
    ->  class 0\|2  [0.901]

Rule 4/73: (48.2/4.1, lift 8.7)
    PC3 <= 1.640775
    PC16 > -0.3373514
    PC18 <= -1.015757
    PC39 > -1.561772
    PC57 > 1.486717
    PC61 > -0.3682593
    PC66 > -4.692316
    PC78 <= 1.749331
    PC89 > -1.158267
    ->  class 0\|2  [0.897]

Rule 4/74: (110/11, lift 8.7)
    PC4 <= -7.664239
    PC7 > -0.7458541
    PC18 <= -1.015757
    PC43 <= 0.3290616
    ->  class 0\|2  [0.893]

Rule 4/75: (64.6/6.3, lift 8.7)
    PC2 > 2.231518
    PC18 <= -1.015757
    PC28 > -1.327588
    PC35 > 0.5716601
    PC57 > -1.309196
    PC57 <= 1.486717
    PC98 > -2.001637
    ->  class 0\|2  [0.890]

Rule 4/76: (24.5/2, lift 8.6)
    PC7 > -0.7458541
    PC18 <= 0.6478552
    PC39 > -1.561772
    PC66 <= -4.692316
    PC78 <= 1.749331
    ->  class 0\|2  [0.885]

Rule 4/77: (114.1/15.8, lift 8.3)
    PC3 <= 1.640775
    PC12 > -0.6750504
    PC28 > -1.327588
    PC30 <= -3.287082
    PC57 > -1.309196
    PC61 > -0.3682593
    PC89 > -1.158267
    ->  class 0\|2  [0.856]

Rule 4/78: (109.4/15.3, lift 8.3)
    PC4 <= -6.572582
    PC10 > -2.28479
    PC16 > -0.3373514
    PC83 > 0.2075875
    PC87 > 0.06182541
    ->  class 0\|2  [0.854]

Rule 4/79: (47/7.4, lift 8.1)
    PC3 <= 1.640775
    PC5 > 1.795324
    PC12 > -0.6750504
    PC16 > -0.3373514
    PC18 <= -1.015757
    PC30 > -3.287082
    PC32 > -1.10725
    PC42 > -0.9838594
    PC57 > -1.309196
    PC57 <= 1.486717
    PC83 <= 1.849678
    ->  class 0\|2  [0.828]

Rule 4/80: (11.6/1.4, lift 8.0)
    PC2 > 2.231518
    PC4 <= 7.164011
    PC7 > -0.6894831
    PC8 > 0.05960579
    PC18 > -1.015757
    PC18 <= 0.6478552
    PC85 <= -0.56347
    ->  class 0\|2  [0.826]

Rule 4/81: (12.3/1.7, lift 7.9)
    PC3 <= 1.640775
    PC16 > -0.3373514
    PC18 <= -1.015757
    PC28 > -1.327588
    PC30 > -3.287082
    PC57 > -1.309196
    PC61 > -0.3682593
    PC70 > 1.162519
    PC78 <= 1.749331
    PC89 > -1.158267
    ->  class 0\|2  [0.811]

Rule 4/82: (118.4/23.3, lift 7.8)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC4 > -7.664239
    PC18 <= -1.015757
    PC30 > -3.287082
    PC32 > -1.10725
    PC39 > -1.561772
    PC42 > -0.9838594
    PC61 > -0.3682593
    PC74 <= -0.8125318
    PC78 <= 1.749331
    PC83 <= 1.849678
    PC89 > -1.158267
    PC98 > -2.001637
    ->  class 0\|2  [0.798]

Rule 4/83: (6767.7/4720.6, lift 2.9)
    PC2 > 2.231518
    PC3 <= 1.640775
    ->  class 0\|2  [0.303]

Rule 4/84: (8195.6/6148.6, lift 2.4)
    PC2 > 2.231518
    ->  class 0\|2  [0.250]

Rule 4/85: (79.9, lift 10.3)
    PC4 > -7.664239
    PC4 <= 9.315482
    PC16 > -0.3373514
    PC18 <= -1.015757
    PC28 > -1.327588
    PC33 <= 4.897779
    PC42 <= -0.9838594
    PC57 <= 1.486717
    PC61 > -0.3682593
    PC79 <= 2.061678
    ->  class 0\|3  [0.988]

Rule 4/86: (59.5, lift 10.3)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC4 > -7.664239
    PC4 <= 9.315482
    PC7 > -0.7458541
    PC10 > -2.28479
    PC11 > -0.004094944
    PC18 <= -1.015757
    PC32 > -1.10725
    PC43 <= 1.603265
    PC57 <= 1.486717
    PC61 > -0.3682593
    PC83 > 0.2075875
    PC87 <= 0.06182541
    PC89 > -1.158267
    ->  class 0\|3  [0.984]

Rule 4/87: (146.1/1.4, lift 10.3)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC4 <= 7.164011
    PC7 > -0.6894831
    PC8 <= 0.05960579
    PC18 > -1.015757
    PC18 <= 0.6478552
    PC69 > -2.290082
    PC85 <= -0.56347
    PC89 <= 1.340255
    ->  class 0\|3  [0.984]

Rule 4/88: (55, lift 10.3)
    PC2 > 2.231518
    PC4 <= 7.164011
    PC7 > -0.6894831
    PC10 > -1.226144
    PC16 <= 0.7294956
    PC18 <= 0.6478552
    PC92 <= -1.52676
    ->  class 0\|3  [0.982]

Rule 4/89: (52/0.3, lift 10.2)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC7 > -0.6894831
    PC10 > -1.226144
    PC16 > 0.7294956
    PC18 > -1.015757
    PC18 <= 0.6478552
    PC79 <= 1.226561
    PC85 > -0.56347
    ->  class 0\|3  [0.975]

Rule 4/90: (52.4/0.3, lift 10.2)
    PC2 > 2.231518
    PC18 > 0.6478552
    PC42 <= -3.974739
    ->  class 0\|3  [0.975]

Rule 4/91: (24.6, lift 10.1)
    PC3 <= 1.640775
    PC15 <= -0.2495917
    PC18 <= -1.015757
    PC57 <= 0.2684259
    PC78 > 1.749331
    ->  class 0\|3  [0.962]

Rule 4/92: (23, lift 10.0)
    PC2 > 2.231518
    PC18 > 0.6478552
    PC84 <= -2.878953
    ->  class 0\|3  [0.960]

Rule 4/93: (25.7/0.3, lift 10.0)
    PC2 > 2.231518
    PC9 > 0.5571359
    PC18 <= -1.015757
    PC50 > 0.444156
    PC78 <= 1.749331
    ->  class 0\|3  [0.952]

Rule 4/94: (21/0.3, lift 9.9)
    PC2 > 2.231518
    PC12 <= -0.9735872
    PC18 <= 0.6478552
    PC78 > 1.749331
    PC79 > -2.303877
    ->  class 0\|3  [0.942]

Rule 4/95: (15, lift 9.8)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC7 <= -0.6894831
    PC18 <= 0.6478552
    PC40 <= 0.1380526
    PC89 <= -0.6137685
    ->  class 0\|3  [0.941]

Rule 4/96: (60.3/2.7, lift 9.8)
    PC13 > 6.717022
    PC16 > -0.5664835
    PC18 > 0.6478552
    PC27 > 0.3886381
    ->  class 0\|3  [0.940]

Rule 4/97: (67.6/3.8, lift 9.7)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC4 <= 7.164011
    PC7 > -0.6894831
    PC10 > -1.226144
    PC16 <= 0.7294956
    PC18 > -1.015757
    PC18 <= 0.6478552
    PC68 <= -0.5067189
    ->  class 0\|3  [0.931]

Rule 4/98: (10, lift 9.6)
    PC2 > 2.231518
    PC7 <= -0.6894831
    PC88 <= -7.778881
    ->  class 0\|3  [0.917]

Rule 4/99: (62.1/4.5, lift 9.6)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC18 <= -1.015757
    PC32 <= -1.10725
    PC83 <= 1.849678
    PC89 > -1.158267
    PC96 <= -0.6344218
    ->  class 0\|3  [0.914]

Rule 4/100: (16.6/0.7, lift 9.5)
    PC3 <= 1.640775
    PC7 <= -0.7458541
    PC18 <= -1.015757
    PC33 <= -1.389535
    ->  class 0\|3  [0.910]

Rule 4/101: (7.3, lift 9.3)
    PC7 <= -0.7458541
    PC18 <= -1.015757
    PC78 > 1.503338
    PC78 <= 1.749331
    ->  class 0\|3  [0.893]

Rule 4/102: (21.8/2, lift 9.1)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC18 <= -1.015757
    PC22 > 1.937329
    PC78 <= 1.749331
    PC94 <= 1.080399
    PC96 <= 1.314664
    ->  class 0\|3  [0.872]

Rule 4/103: (25/2.7, lift 9.0)
    PC18 <= -1.015757
    PC38 > 0.8535601
    PC57 <= 0.2684259
    PC78 > 1.749331
    ->  class 0\|3  [0.862]

Rule 4/104: (2509.4/1051, lift 6.1)
    PC3 <= 1.640775
    PC7 > -0.7458541
    PC16 > -0.5689859
    PC18 <= -1.015757
    PC33 <= 4.897779
    PC78 <= 1.749331
    ->  class 0\|3  [0.581]

Rule 4/105: (519.8/6.3, lift 20.5)
    PC1 > -0.2205359
    PC3 <= 0.6345929
    PC6 <= 5.393637
    PC9 > 0.3598154
    PC62 <= 0.8420492
    PC70 <= 0.308062
    PC98 <= 0.3294852
    ->  class 1\|0  [0.986]

Rule 4/106: (61.6, lift 20.5)
    PC3 > 1.640775
    PC26 <= 0.07205261
    PC37 > 0.2996668
    PC50 > -0.2189273
    PC70 > 0.6546383
    PC77 <= 0.6599571
    PC83 <= 0.378292
    ->  class 1\|0  [0.984]

Rule 4/107: (49.4, lift 20.4)
    PC2 > 2.231518
    PC3 > 1.640775
    PC16 <= 0.9959877
    PC26 <= -0.891396
    PC33 > -0.5413352
    PC47 > -0.295758
    ->  class 1\|0  [0.981]

Rule 4/108: (42.2/0.7, lift 20.0)
    PC2 > 2.231518
    PC3 > 1.640775
    PC12 <= -0.07885167
    PC46 > 0.9321272
    PC65 > -0.2818728
    PC94 <= 0.1347898
    ->  class 1\|0  [0.962]

Rule 4/109: (67/2.8, lift 19.6)
    PC3 <= 0.7768359
    PC6 > 5.486373
    PC10 <= 0.9677527
    PC14 <= -1.890855
    ->  class 1\|0  [0.945]

Rule 4/110: (133.9/7.2, lift 19.5)
    PC3 > 1.640775
    PC8 > -3.618652
    PC15 > 1.021379
    PC26 <= 0.07205261
    PC30 > -0.8608859
    PC31 <= 0.21817
    PC33 > -0.5413352
    PC47 > -0.295758
    PC51 > 0.07648648
    PC66 > -0.4959794
    PC77 <= 0.6599571
    PC94 <= 0.1347898
    ->  class 1\|0  [0.940]

Rule 4/111: (90.6/4.6, lift 19.5)
    PC1 > -0.430681
    PC9 > 0.3598154
    PC19 > 2.898044
    ->  class 1\|0  [0.939]

Rule 4/112: (13.8, lift 19.5)
    PC1 > -0.430681
    PC2 <= 2.231518
    PC25 > 0.6327937
    PC51 <= 0.1499913
    ->  class 1\|0  [0.937]

Rule 4/113: (55.1/3.8, lift 19.0)
    PC1 > -0.430681
    PC9 > 0.3598154
    PC13 <= -0.07400379
    PC16 <= 0.3594292
    PC51 <= 0.1499913
    PC65 > 0.6288375
    ->  class 1\|0  [0.916]

Rule 4/114: (7.2, lift 18.5)
    PC2 > 2.231518
    PC3 > 1.640775
    PC14 <= -1.253898
    PC94 <= 0.1347898
    ->  class 1\|0  [0.892]

Rule 4/115: (22/2.4, lift 17.8)
    PC3 > 0.7768359
    PC9 > 0.3598154
    PC16 <= 0.3594292
    PC26 <= -0.6537028
    PC51 <= 0.1499913
    PC65 <= 0.6288375
    ->  class 1\|0  [0.859]

Rule 4/116: (92.1/0.3, lift 17.4)
    PC2 > 2.231518
    PC8 <= -3.618652
    PC16 <= 0.9959877
    PC50 > -0.2189273
    ->  class 1\|1  [0.986]

Rule 4/117: (154.2/2.4, lift 17.2)
    PC3 > 0.7768359
    PC9 > 0.3598154
    PC13 <= -0.07400379
    PC16 <= 0.3594292
    PC26 > -0.6537028
    PC51 <= 0.1499913
    PC65 <= 0.6288375
    PC81 <= 1.281453
    PC90 <= 0.6714778
    PC92 <= 0.2050543
    ->  class 1\|1  [0.978]

Rule 4/118: (20.2, lift 16.8)
    PC2 > 2.231518
    PC3 > 1.640775
    PC16 <= -0.9303704
    PC50 <= -0.2189273
    ->  class 1\|1  [0.955]

Rule 4/119: (17.2, lift 16.7)
    PC1 > -0.430681
    PC3 <= 0.5240355
    PC8 > -0.1416677
    PC9 <= 0.3598154
    PC55 <= -1.377527
    ->  class 1\|1  [0.948]

Rule 4/120: (21.5/0.3, lift 16.6)
    PC1 > -0.430681
    PC2 <= 2.231518
    PC3 <= 0.7768359
    PC9 > 0.3598154
    PC51 <= 1.23125
    PC70 > 0.308062
    ->  class 1\|1  [0.943]

Rule 4/121: (38.1/1.7, lift 16.4)
    PC2 <= 2.231518
    PC3 > 0.8576757
    PC18 > 0.2037355
    PC19 > -1.326658
    PC38 <= 0.1343445
    PC65 <= 0.5363496
    ->  class 1\|1  [0.933]

Rule 4/122: (18.5/0.7, lift 16.2)
    PC1 > -0.430681
    PC3 <= 0.7768359
    PC10 > 0.9677527
    PC14 <= -1.890855
    ->  class 1\|1  [0.918]

Rule 4/123: (12.9/0.3, lift 16.0)
    PC2 <= 2.231518
    PC3 > 0.5240355
    PC9 <= 0.3598154
    PC84 > 0.9663338
    ->  class 1\|1  [0.910]

Rule 4/124: (24.1/1.4, lift 16.0)
    PC1 > -0.430681
    PC2 <= 2.231518
    PC3 <= 0.7768359
    PC6 <= 5.393637
    PC9 > 0.3598154
    PC98 > 0.3294852
    ->  class 1\|1  [0.909]

Rule 4/125: (43.9/3.8, lift 15.8)
    PC1 > -0.430681
    PC2 <= 2.231518
    PC3 > 0.5240355
    PC3 <= 0.8576757
    PC9 <= 0.3598154
    PC19 > -1.326658
    PC38 <= 0.1343445
    PC65 <= 0.5363496
    ->  class 1\|1  [0.895]

Rule 4/126: (29.7/2.4, lift 15.7)
    PC1 > -0.430681
    PC2 <= 2.231518
    PC6 <= -2.397426
    PC8 <= -0.1416677
    PC19 <= -1.152695
    PC71 > -1.003351
    ->  class 1\|1  [0.893]

Rule 4/127: (27.5/2.4, lift 15.6)
    PC1 > -0.430681
    PC12 > 2.986485
    PC16 > 0.3594292
    PC19 <= 2.898044
    ->  class 1\|1  [0.883]

Rule 4/128: (97.6/11, lift 15.5)
    PC1 > -0.430681
    PC3 <= 0.7768359
    PC6 > 5.393637
    PC9 > 0.3598154
    PC14 > -1.890855
    PC51 <= 1.23125
    ->  class 1\|1  [0.880]

Rule 4/129: (12.5/1, lift 15.2)
    PC2 <= 2.231518
    PC3 > 0.7768359
    PC9 > 0.3598154
    PC16 > 0.3594292
    PC51 <= -0.5538357
    PC58 > -0.227304
    ->  class 1\|1  [0.860]

Rule 4/130: (4.1, lift 14.7)
    PC3 > 9.230502
    PC16 > 0.9959877
    PC25 > 0.5164674
    ->  class 1\|1  [0.836]

Rule 4/131: (7.6/0.7, lift 14.5)
    PC3 <= 0.7768359
    PC6 > 5.393637
    PC6 <= 5.486373
    PC14 <= -1.890855
    ->  class 1\|1  [0.825]

Rule 4/132: (26.1/4.3, lift 14.3)
    PC2 > 2.231518
    PC3 > 1.640775
    PC16 <= 0.9959877
    PC50 <= -0.2189273
    PC82 > 0.2876726
    ->  class 1\|1  [0.812]

Rule 4/133: (37.4/7.9, lift 13.6)
    PC1 > 11.27169
    PC3 <= 0.5240355
    PC9 <= 0.3598154
    PC19 > -1.152695
    ->  class 1\|1  [0.773]

Rule 4/134: (80.3/24.5, lift 12.2)
    PC2 <= 2.231518
    PC3 > 0.6345929
    PC3 <= 0.7768359
    PC6 <= 5.393637
    PC51 <= 1.23125
    ->  class 1\|1  [0.691]

Rule 4/135: (11.3/5.6, lift 8.9)
    PC1 > -0.430681
    PC1 <= -0.2205359
    PC2 <= 2.231518
    PC9 > 0.3598154
    ->  class 1\|1  [0.504]

Rule 4/136: (1428/833.2, lift 7.3)
    PC2 > 2.231518
    PC3 > 1.640775
    ->  class 1\|1  [0.417]

Rule 4/137: (67.2/47.8, lift 5.2)
    PC1 > -0.430681
    PC9 > 0.3598154
    PC62 > 0.8420492
    ->  class 1\|1  [0.294]

Rule 4/138: (116.2, lift 16.5)
    PC2 <= 2.231518
    PC3 > 0.7768359
    PC8 > 2.325726
    PC12 <= 2.986485
    PC16 > 0.3594292
    PC65 <= 0.4924395
    ->  class 1\|2  [0.992]

Rule 4/139: (159.2/0.3, lift 16.5)
    PC3 > 9.230502
    PC16 > 0.9959877
    PC25 <= 0.5164674
    ->  class 1\|2  [0.992]

Rule 4/140: (108.6, lift 16.5)
    PC3 > 0.5240355
    PC7 > 1.535702
    PC19 <= -1.326658
    ->  class 1\|2  [0.991]

Rule 4/141: (76.6, lift 16.4)
    PC3 > 1.640775
    PC6 <= -1.53543
    PC16 > -0.9303704
    PC16 <= 0.9959877
    PC50 <= -0.2189273
    PC82 <= 0.2876726
    ->  class 1\|2  [0.987]

Rule 4/142: (58.8, lift 16.4)
    PC3 > 0.5240355
    PC19 <= -1.326658
    PC47 <= -1.103278
    PC99 > -0.8137287
    ->  class 1\|2  [0.984]

Rule 4/143: (59.4, lift 16.4)
    PC1 > -0.430681
    PC19 <= -1.326658
    PC45 > -0.4046576
    PC67 > 0.2841622
    ->  class 1\|2  [0.984]

Rule 4/144: (52.2, lift 16.4)
    PC1 > -0.430681
    PC3 <= 0.5240355
    PC6 > -2.397426
    PC9 <= 0.3598154
    PC19 <= -1.152695
    PC68 > 0.4801002
    ->  class 1\|2  [0.982]

Rule 4/145: (48.3, lift 16.3)
    PC1 > 8.76875
    PC3 <= 0.5240355
    PC6 > -2.397426
    PC8 <= -0.1416677
    PC19 <= -1.152695
    ->  class 1\|2  [0.980]

Rule 4/146: (65.8/0.7, lift 16.2)
    PC1 > -0.430681
    PC19 <= -1.326658
    PC21 <= -1.71727
    ->  class 1\|2  [0.975]

Rule 4/147: (31.8, lift 16.2)
    PC2 <= 2.231518
    PC3 > 0.7768359
    PC9 > 0.3598154
    PC16 > 0.3594292
    PC45 <= -0.1787286
    PC46 > 0.7675633
    PC65 <= 0.4924395
    PC100 > -0.004760643
    ->  class 1\|2  [0.970]

Rule 4/148: (30.5, lift 16.1)
    PC3 > 0.7768359
    PC9 > 0.3598154
    PC16 > 0.3594292
    PC45 <= -0.1787286
    PC63 <= 0.2485727
    PC65 <= 0.4924395
    PC100 > -0.004760643
    ->  class 1\|2  [0.969]

Rule 4/149: (152/4, lift 16.1)
    PC2 <= 2.231518
    PC3 > 0.7768359
    PC9 > 0.3598154
    PC12 <= 2.092504
    PC16 > 0.3594292
    PC45 > -0.1787286
    PC54 <= 1.381205
    PC63 > 0.1046904
    PC65 <= 0.4924395
    PC100 > -0.004760643
    ->  class 1\|2  [0.968]

Rule 4/150: (28.1, lift 16.1)
    PC2 <= 2.231518
    PC3 > 0.5240355
    PC8 > 1.443925
    PC9 <= 0.3598154
    PC84 <= 0.9663338
    ->  class 1\|2  [0.967]

Rule 4/151: (37.7/0.3, lift 16.1)
    PC2 > 2.231518
    PC3 > 1.640775
    PC22 <= -2.137337
    PC50 > -0.2189273
    PC72 > -1.307414
    ->  class 1\|2  [0.966]

Rule 4/152: (66.1/1.4, lift 16.1)
    PC3 > 0.7768359
    PC9 > 0.3598154
    PC13 <= -0.07400379
    PC90 > 0.6714778
    ->  class 1\|2  [0.965]

Rule 4/153: (96.5/2.4, lift 16.1)
    PC2 <= 2.231518
    PC3 > 0.7768359
    PC9 > 0.3598154
    PC12 <= 2.986485
    PC16 > 0.3594292
    PC51 > -0.5538357
    PC58 > -0.227304
    ->  class 1\|2  [0.965]

Rule 4/154: (24.3, lift 16.0)
    PC1 > -0.430681
    PC3 <= 0.7768359
    PC51 > 1.23125
    ->  class 1\|2  [0.962]

Rule 4/155: (42.1/0.7, lift 16.0)
    PC2 <= 2.231518
    PC3 > 0.7768359
    PC16 <= 0.3594292
    PC19 <= 2.898044
    PC25 <= 0.6327937
    PC26 > -0.6537028
    PC51 <= 0.1499913
    PC65 <= 0.6288375
    PC92 > 0.2050543
    ->  class 1\|2  [0.962]

Rule 4/156: (38.9/0.7, lift 16.0)
    PC3 > 0.7768359
    PC9 > 0.3598154
    PC13 <= -0.07400379
    PC16 <= 0.3594292
    PC51 > 0.1499913
    ->  class 1\|2  [0.959]

Rule 4/157: (68.6/2.4, lift 15.9)
    PC2 > 2.231518
    PC3 > 1.640775
    PC16 > 0.9959877
    PC21 <= 0.1765536
    PC82 <= -0.430374
    ->  class 1\|2  [0.952]

Rule 4/158: (19, lift 15.9)
    PC2 > 2.231518
    PC3 > 1.640775
    PC16 > 0.9959877
    PC74 <= -1.942143
    ->  class 1\|2  [0.952]

Rule 4/159: (47.4/1.7, lift 15.7)
    PC3 > 0.5240355
    PC9 <= 0.3598154
    PC19 <= -1.326658
    PC45 <= -0.4046576
    ->  class 1\|2  [0.945]

Rule 4/160: (77.7/3.5, lift 15.7)
    PC2 <= 2.231518
    PC3 > 0.8576757
    PC9 <= 0.3598154
    PC18 <= 0.2037355
    PC19 > -1.326658
    PC38 <= 0.1343445
    PC65 <= 0.5363496
    ->  class 1\|2  [0.944]

Rule 4/161: (15.6, lift 15.7)
    PC2 <= 2.231518
    PC3 > 0.7768359
    PC16 <= 0.3594292
    PC65 <= 0.6288375
    PC81 > 1.281453
    ->  class 1\|2  [0.943]

Rule 4/162: (15, lift 15.7)
    PC2 > 2.231518
    PC8 <= 2.483391
    PC16 > 0.9959877
    PC19 > 0.8386177
    ->  class 1\|2  [0.941]

Rule 4/163: (20.2/0.3, lift 15.7)
    PC1 > -0.430681
    PC2 <= 2.231518
    PC8 > -0.1416677
    PC9 <= 0.3598154
    PC43 <= -1.224874
    ->  class 1\|2  [0.940]

Rule 4/164: (13.6, lift 15.6)
    PC1 > -0.430681
    PC9 > 0.3598154
    PC65 <= 0.4924395
    PC78 <= -1.319817
    ->  class 1\|2  [0.936]

Rule 4/165: (18.5/1, lift 15.0)
    PC2 > 2.231518
    PC3 > 1.640775
    PC50 > -0.2189273
    PC72 <= -1.307414
    ->  class 1\|2  [0.902]

Rule 4/166: (130.6/14.3, lift 14.7)
    PC1 > -0.430681
    PC3 > 0.5240355
    PC8 <= 1.443925
    PC19 <= -1.326658
    PC68 > 0.4331318
    ->  class 1\|2  [0.885]

Rule 4/167: (14.6/1, lift 14.6)
    PC1 > -0.430681
    PC9 > 0.3598154
    PC12 <= 2.986485
    PC16 > 0.3594292
    PC45 <= -0.1787286
    PC100 > -0.004760643
    PC100 <= 0.08349315
    ->  class 1\|2  [0.878]

Rule 4/168: (115.5/14.1, lift 14.5)
    PC2 > 2.231518
    PC3 > 1.640775
    PC8 <= 2.483391
    PC16 > 0.9959877
    PC43 > 0.5184354
    ->  class 1\|2  [0.872]

Rule 4/169: (86.4/18.6, lift 13.0)
    PC2 > 2.231518
    PC3 > 1.640775
    PC16 <= 0.9959877
    PC83 <= -0.4240223
    PC94 > 0.1347898
    ->  class 1\|2  [0.778]

Rule 4/170: (104.4, lift 17.6)
    PC3 > 0.7768359
    PC8 <= 2.325726
    PC9 > 0.3598154
    PC16 > 0.3594292
    PC58 <= -0.227304
    PC78 > -1.319817
    PC100 <= -0.004760643
    ->  class 1\|3  [0.991]

Rule 4/171: (73.1/0.3, lift 17.5)
    PC3 > 0.7768359
    PC8 <= 2.325726
    PC16 > 0.3594292
    PC45 <= -0.1787286
    PC46 <= 0.7675633
    PC58 <= -0.227304
    PC63 > 0.2485727
    PC100 > 0.08349315
    ->  class 1\|3  [0.982]

Rule 4/172: (90.3/1, lift 17.4)
    PC3 > 0.5240355
    PC7 <= 1.535702
    PC9 <= 0.3598154
    PC19 <= -1.326658
    PC45 > -0.4046576
    PC84 <= 0.9663338
    PC99 <= -0.8137287
    ->  class 1\|3  [0.978]

Rule 4/173: (81/1.4, lift 17.3)
    PC3 > 0.7768359
    PC9 > 0.3598154
    PC16 > 0.3594292
    PC65 > 0.4924395
    ->  class 1\|3  [0.972]

Rule 4/174: (63.1/1.4, lift 17.1)
    PC1 > -0.430681
    PC1 <= 8.76875
    PC3 <= 0.5240355
    PC8 <= -0.1416677
    PC19 <= -1.152695
    PC68 <= 0.4801002
    ->  class 1\|3  [0.964]

Rule 4/175: (51.6/1.4, lift 17.0)
    PC2 <= 2.231518
    PC3 > 0.7768359
    PC8 <= 2.325726
    PC12 <= 2.092504
    PC16 > 0.3594292
    PC45 > -0.1787286
    PC54 <= 1.381205
    PC58 <= -0.227304
    PC63 <= 0.1046904
    ->  class 1\|3  [0.956]

Rule 4/176: (286.9/19.9, lift 16.5)
    PC1 > -0.430681
    PC2 <= 2.231518
    PC3 > 0.5240355
    PC7 <= 1.535702
    PC8 <= 1.443925
    PC9 <= 0.3598154
    PC19 <= -1.326658
    PC21 > -1.71727
    PC45 > -0.4046576
    PC47 > -1.103278
    PC67 <= 0.2841622
    PC68 <= 0.4331318
    ->  class 1\|3  [0.927]

Rule 4/177: (43.8/3.1, lift 16.2)
    PC1 > -0.430681
    PC2 <= 2.231518
    PC3 > 0.5240355
    PC9 <= 0.3598154
    PC19 > -1.326658
    PC38 > 0.1343445
    ->  class 1\|3  [0.911]

Rule 4/178: (26.6/4.3, lift 14.5)
    PC1 > -0.430681
    PC8 <= 2.325726
    PC12 > 2.092504
    PC16 > 0.3594292
    PC45 > -0.1787286
    PC58 <= -0.227304
    PC65 <= 0.4924395
    ->  class 1\|3  [0.815]

Rule 4/179: (49.4/14.7, lift 12.3)
    PC2 <= 2.231518
    PC3 > 0.7768359
    PC9 > 0.3598154
    PC13 > -0.07400379
    PC16 <= 0.3594292
    ->  class 1\|3  [0.694]

Rule 4/180: (487.3/245.4, lift 8.8)
    PC2 > 2.231518
    PC3 > 1.640775
    PC16 > 0.9959877
    ->  class 1\|3  [0.496]

Rule 4/181: (678.1/1, lift 11.8)
    PC8 > 1.961819
    PC11 > -0.9337804
    PC12 > -1.751479
    PC20 <= 0.07078993
    PC21 > -0.00591894
    PC30 <= 0.1732666
    PC59 <= 0.3535813
    PC60 > -0.5526092
    PC61 > -0.8677605
    PC63 <= 0.1700185
    PC70 <= 0.01552103
    PC71 <= 0.905302
    ->  class 2\|0  [0.997]

Rule 4/182: (82.9/0.3, lift 11.6)
    PC8 > 0.02357382
    PC11 > -0.9337804
    PC16 <= -0.3162605
    PC20 <= 0.00393261
    PC21 > -0.00591894
    PC60 <= -0.5526092
    PC88 > -0.1024168
    ->  class 2\|0  [0.984]

Rule 4/183: (194.2/4.1, lift 11.5)
    PC8 > 1.961819
    PC20 > -0.4843783
    PC21 > -0.00591894
    PC30 > 0.1732666
    PC30 <= 0.4605063
    PC33 <= 0.4998525
    PC37 <= -0.1446801
    PC41 <= 1.654412
    PC64 <= 0.1214927
    PC65 > -0.1854338
    PC71 <= 0.905302
    PC81 <= 0.2209059
    PC96 > -0.2486748
    ->  class 2\|0  [0.974]

Rule 4/184: (846.3/22.9, lift 11.5)
    PC8 > 1.961819
    PC11 > -0.9337804
    PC12 > -1.751479
    PC20 <= 0.07078993
    PC21 > -0.00591894
    PC30 <= 0.1732666
    PC31 > -0.8981806
    PC42 > -0.4200779
    PC59 <= 0.3535813
    PC60 > -0.5526092
    PC61 > -0.8677605
    PC62 <= 0.6718455
    PC63 <= 0.1700185
    PC71 <= 0.905302
    ->  class 2\|0  [0.972]

Rule 4/185: (114.2/4, lift 11.3)
    PC1 <= -0.430681
    PC8 > 1.961819
    PC21 > -0.00591894
    PC69 > 0.2913302
    PC71 <= 0.905302
    ->  class 2\|0  [0.957]

Rule 4/186: (14.4, lift 11.1)
    PC1 <= -0.430681
    PC2 > -1.025067
    PC2 <= 2.231518
    PC8 > 0.02357382
    PC85 > 0.3702624
    ->  class 2\|0  [0.939]

Rule 4/187: (10.2, lift 10.8)
    PC2 <= 2.231518
    PC3 <= 0.5240355
    PC8 <= -0.1416677
    PC9 <= 0.3598154
    PC19 > -1.152695
    PC22 > 2.963706
    ->  class 2\|0  [0.918]

Rule 4/188: (30.2/1.7, lift 10.8)
    PC1 <= -0.430681
    PC2 > -1.025067
    PC2 <= 2.231518
    PC4 <= 0.25686
    PC8 > 0.02357382
    PC8 <= 1.961819
    PC34 <= -0.3792612
    ->  class 2\|0  [0.916]

Rule 4/189: (51.2/6, lift 10.3)
    PC2 <= -1.025067
    PC7 > 0.1076993
    PC8 > 0.02357382
    PC8 <= 1.961819
    PC12 > 1.255796
    PC41 <= 0.8772312
    PC44 > 0.5958036
    PC97 <= 0.9677103
    ->  class 2\|0  [0.868]

Rule 4/190: (743.6/135.2, lift 9.7)
    PC1 <= -0.430681
    PC8 > 1.961819
    PC10 <= -0.1836163
    ->  class 2\|0  [0.817]

Rule 4/191: (691.4/269.2, lift 7.2)
    PC1 > -0.430681
    PC2 <= 2.231518
    PC3 <= 0.5240355
    PC8 > -0.1416677
    PC9 <= 0.3598154
    PC10 <= 0.6600066
    PC62 <= 0.02773176
    PC71 > -0.7803868
    ->  class 2\|0  [0.610]

Rule 4/192: (146.8, lift 10.0)
    PC1 <= -0.430681
    PC8 > 1.961819
    PC12 <= -1.751479
    PC60 > -0.5526092
    ->  class 2\|1  [0.993]

Rule 4/193: (210.9/0.7, lift 10.0)
    PC1 <= -0.430681
    PC8 > 1.961819
    PC16 > -0.3162605
    PC21 > -0.00591894
    PC60 <= -0.5526092
    PC69 <= 0.2913302
    ->  class 2\|1  [0.992]

Rule 4/194: (103.6/0.3, lift 10.0)
    PC1 <= -0.430681
    PC8 > 1.961819
    PC31 > -0.8981806
    PC62 > 0.6718455
    PC70 > 0.01552103
    ->  class 2\|1  [0.987]

Rule 4/195: (52.2, lift 9.9)
    PC1 <= -0.430681
    PC8 > 1.961819
    PC71 > 0.905302
    ->  class 2\|1  [0.982]

Rule 4/196: (201.5/3.5, lift 9.9)
    PC1 <= -0.430681
    PC8 > 1.961819
    PC11 > -0.9337804
    PC60 <= -0.5526092
    PC88 <= -0.1024168
    ->  class 2\|1  [0.978]

Rule 4/197: (36.1/0.3, lift 9.7)
    PC1 <= -0.430681
    PC8 > 1.961819
    PC30 > 0.1732666
    PC37 > -0.1446801
    PC64 <= 0.1214927
    ->  class 2\|1  [0.965]

Rule 4/198: (9.5, lift 9.2)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC8 > 0.02357382
    PC8 <= 1.961819
    PC54 > 1.278528
    PC77 <= -0.03168669
    ->  class 2\|1  [0.913]

Rule 4/199: (85/7.9, lift 9.1)
    PC1 <= -0.430681
    PC8 > 1.961819
    PC20 > 0.07078993
    PC21 > -0.00591894
    ->  class 2\|1  [0.898]

Rule 4/200: (195/23.4, lift 8.9)
    PC1 <= -0.430681
    PC8 > 1.961819
    PC61 <= -0.8677605
    ->  class 2\|1  [0.876]

Rule 4/201: (148.3/58.6, lift 6.1)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC8 > -3.143631
    PC58 > 0.8084841
    ->  class 2\|1  [0.603]

Rule 4/202: (8523.5/6559, lift 2.3)
    PC2 <= 2.231518
    PC8 > -1.655082
    ->  class 2\|1  [0.231]

Rule 4/203: (116.7, lift 10.6)
    PC1 <= -0.430681
    PC2 > -9.022285
    PC2 <= 2.231518
    PC8 > -1.655082
    PC8 <= 0.02357382
    PC14 > -1.915472
    PC29 > -0.2439684
    PC44 <= 0.4351138
    PC63 > 0.1534764
    PC71 > -0.6133955
    ->  class 2\|2  [0.992]

Rule 4/204: (390/5.9, lift 10.5)
    PC1 <= -0.430681
    PC2 > -9.022285
    PC2 <= 2.231518
    PC8 > -1.655082
    PC8 <= 0.02357382
    PC26 > -2.258385
    PC57 <= 0.06046228
    PC60 <= -0.2665079
    PC76 <= 0.6715252
    PC87 > -0.8510116
    PC95 > -3.406552
    ->  class 2\|2  [0.982]

Rule 4/205: (265.6/6.2, lift 10.4)
    PC1 <= -0.430681
    PC2 <= -1.025067
    PC8 > 0.02357382
    PC8 <= 1.961819
    PC22 <= -0.8992757
    PC44 <= 0.5958036
    PC54 <= 1.278528
    PC77 <= -0.03168669
    PC84 <= 0.3357165
    PC94 > -0.9073437
    ->  class 2\|2  [0.973]

Rule 4/206: (58.3/0.7, lift 10.4)
    PC1 <= -0.430681
    PC8 > -3.421005
    PC8 <= -1.655082
    PC19 > -2.848473
    PC23 > 2.019395
    PC23 <= 2.996466
    PC34 <= 0.3351208
    PC98 > -0.1808752
    ->  class 2\|2  [0.972]

Rule 4/207: (130.7/2.7, lift 10.4)
    PC1 <= -0.430681
    PC2 <= -1.025067
    PC8 > 0.02357382
    PC8 <= 1.287458
    PC33 > -0.1837944
    PC37 > -0.4700274
    PC38 > -0.1902139
    PC38 <= 0.5584649
    PC44 <= 0.5958036
    PC46 > 0.1922994
    PC46 <= 1.275778
    PC47 <= 0.1768818
    PC66 <= 0.6391604
    PC87 > -0.6950347
    PC92 <= 0.09715775
    PC97 > -0.4590119
    ->  class 2\|2  [0.972]

Rule 4/208: (32.2, lift 10.3)
    PC1 <= -0.430681
    PC8 > 0.02357382
    PC19 > 3.385398
    PC44 <= 0.5958036
    PC80 <= 1.262911
    ->  class 2\|2  [0.971]

Rule 4/209: (43.7/0.3, lift 10.3)
    PC2 <= 2.231518
    PC8 > -1.655082
    PC8 <= 0.02357382
    PC12 <= 5.249692
    PC18 > 0.6395017
    PC44 <= 0.4351138
    ->  class 2\|2  [0.971]

Rule 4/210: (23.7, lift 10.2)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC8 > -1.655082
    PC23 > 1.596539
    PC57 > 0.06046228
    ->  class 2\|2  [0.961]

Rule 4/211: (332.3/12.4, lift 10.2)
    PC1 <= -0.430681
    PC2 > -9.022285
    PC2 <= 2.231518
    PC8 > -3.421005
    PC8 <= 0.02357382
    PC15 > -1.162617
    PC31 <= 1.641206
    PC35 <= 0.6482608
    PC42 <= 0.007976791
    PC44 <= 0.06772712
    PC45 <= 0.2726218
    PC77 > -1.99408
    PC87 <= 0.3533733
    ->  class 2\|2  [0.960]

Rule 4/212: (47.3/1, lift 10.2)
    PC8 > -3.421005
    PC8 <= -1.655082
    PC31 > 1.641206
    PC85 > -0.08995343
    PC99 > -0.4630782
    ->  class 2\|2  [0.959]

Rule 4/213: (29.3/0.3, lift 10.2)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC8 > 0.02357382
    PC8 <= 1.961819
    PC40 <= -1.818058
    PC90 <= 0.6984161
    ->  class 2\|2  [0.957]

Rule 4/214: (259.7/10.4, lift 10.2)
    PC1 <= -0.430681
    PC2 <= -1.025067
    PC8 > 0.02357382
    PC8 <= 1.961819
    PC22 <= -0.8992757
    PC34 > -0.09130598
    PC52 > -0.2154247
    PC84 <= 0.1518293
    ->  class 2\|2  [0.956]

Rule 4/215: (288.7/11.8, lift 10.2)
    PC1 <= -0.430681
    PC2 > -9.022285
    PC2 <= 2.231518
    PC8 > -1.655082
    PC8 <= 0.02357382
    PC10 > -0.297028
    PC29 > -0.2439684
    PC60 <= 2.7664
    PC69 > -0.2137933
    PC84 <= -0.1881279
    PC100 <= 3.830744
    ->  class 2\|2  [0.956]

Rule 4/216: (20.1, lift 10.2)
    PC1 <= -0.430681
    PC2 > -9.022285
    PC2 <= 2.231518
    PC8 > -1.655082
    PC8 <= 0.02357382
    PC12 <= 5.249692
    PC14 <= -1.915472
    PC44 <= 0.4351138
    PC57 > 0.06046228
    ->  class 2\|2  [0.955]

Rule 4/217: (479.3/24.4, lift 10.1)
    PC1 <= -0.430681
    PC2 > -9.022285
    PC2 <= 2.231518
    PC8 > -1.655082
    PC8 <= 0.02357382
    PC10 > -0.1156002
    PC12 <= 5.249692
    PC16 > -0.7786198
    PC26 > -2.258385
    PC33 <= 0.5246413
    PC43 <= 1.156461
    PC57 <= 0.06046228
    PC87 > -0.8510116
    PC95 > -3.406552
    PC100 <= 3.830744
    ->  class 2\|2  [0.947]

Rule 4/218: (44.2/1.7, lift 10.0)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC23 > 2.996466
    ->  class 2\|2  [0.942]

Rule 4/219: (20.6/0.3, lift 10.0)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC8 > -3.421005
    PC8 <= -1.655082
    PC23 <= 2.019395
    PC31 <= 1.641206
    PC43 <= -1.462826
    PC65 <= 0.9432499
    PC72 <= 0.9290846
    PC73 <= 0.8361935
    PC94 > -1.608204
    ->  class 2\|2  [0.941]

Rule 4/220: (20/0.3, lift 10.0)
    PC1 <= -0.430681
    PC8 > -3.421005
    PC8 <= -1.655082
    PC31 <= 1.641206
    PC44 <= 0.06772712
    PC73 <= 0.8361935
    PC77 <= -1.99408
    ->  class 2\|2  [0.939]

Rule 4/221: (11.8, lift 9.9)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC4 <= 0.25686
    PC8 > 0.02357382
    PC8 <= 1.961819
    PC12 <= 1.255796
    PC20 > 0.2233709
    PC44 > 0.5958036
    ->  class 2\|2  [0.928]

Rule 4/222: (11, lift 9.8)
    PC1 <= -0.430681
    PC2 <= -1.025067
    PC4 <= 0.25686
    PC6 > 2.814535
    PC8 > 0.02357382
    PC8 <= 1.961819
    PC22 > -0.8992757
    ->  class 2\|2  [0.923]

Rule 4/223: (26.6/1.4, lift 9.8)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC8 > 0.02357382
    PC8 <= 1.961819
    PC22 > -0.8992757
    PC44 <= 0.5958036
    PC58 > -0.9523199
    PC80 <= 1.262911
    PC97 <= -0.4590119
    ->  class 2\|2  [0.918]

Rule 4/224: (9, lift 9.7)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC8 > 0.02357382
    PC12 <= 1.255796
    PC24 > 0.8958374
    PC44 > 0.5958036
    ->  class 2\|2  [0.909]

Rule 4/225: (14.9/0.7, lift 9.6)
    PC1 <= -0.430681
    PC8 > 1.287458
    PC8 <= 1.961819
    PC44 <= 0.5958036
    PC80 <= 1.262911
    PC82 > 0.4047447
    PC97 > -0.4590119
    ->  class 2\|2  [0.900]

Rule 4/226: (283.9/30, lift 9.5)
    PC1 <= -0.430681
    PC2 > -9.022285
    PC2 <= 2.231518
    PC8 > -1.655082
    PC8 <= 0.02357382
    PC30 > 0.01702343
    PC44 <= 0.4351138
    PC51 <= 0.4635862
    PC56 <= 0.3746006
    PC74 <= 0.2671531
    ->  class 2\|2  [0.892]

Rule 4/227: (19.3/1.4, lift 9.5)
    PC1 <= -0.430681
    PC2 <= -1.025067
    PC8 > 0.02357382
    PC8 <= 1.287458
    PC22 > -0.8992757
    PC29 <= -0.1167518
    PC80 <= 1.262911
    PC90 <= 0.6984161
    ->  class 2\|2  [0.889]

Rule 4/228: (56/5.5, lift 9.5)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC8 > -1.655082
    PC8 <= 0.02357382
    PC12 <= 5.249692
    PC51 > 0.4635862
    PC71 > -0.6133955
    ->  class 2\|2  [0.888]

Rule 4/229: (11.9/0.7, lift 9.4)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC8 > -1.655082
    PC8 <= 0.02357382
    PC28 <= -0.1253675
    PC44 <= 0.4351138
    PC56 <= 0.3746006
    PC84 > -0.1881279
    ->  class 2\|2  [0.879]

Rule 4/230: (8.2/0.3, lift 9.3)
    PC1 <= -0.430681
    PC8 <= -3.421005
    PC46 > 0.4135565
    PC58 <= 0.8084841
    PC68 <= -0.4412823
    ->  class 2\|2  [0.868]

Rule 4/231: (47.8/7.3, lift 8.9)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC8 > -1.655082
    PC8 <= 0.02357382
    PC56 <= 0.3746006
    PC57 > 0.06046228
    PC71 <= -0.6133955
    PC84 > -0.1881279
    ->  class 2\|2  [0.834]

Rule 4/232: (17.5/2.4, lift 8.8)
    PC1 <= -0.430681
    PC8 > 0.02357382
    PC8 <= 1.961819
    PC22 > -0.8992757
    PC31 <= -1.120177
    PC44 <= 0.5958036
    PC58 > -0.9523199
    PC90 <= 0.6984161
    ->  class 2\|2  [0.823]

Rule 4/233: (41.9/8.7, lift 8.3)
    PC2 <= -1.025067
    PC4 <= 0.25686
    PC8 > 0.02357382
    PC8 <= 1.961819
    PC44 <= 0.5958036
    PC58 > -0.9523199
    PC66 > 0.6391604
    PC80 <= 1.262911
    PC90 <= 0.6984161
    ->  class 2\|2  [0.778]

Rule 4/234: (47.7/13.6, lift 7.5)
    PC2 <= 2.231518
    PC8 > -3.421005
    PC8 <= -1.655082
    PC23 <= 2.019395
    PC94 <= -1.608204
    ->  class 2\|2  [0.706]

Rule 4/235: (45/17.3, lift 6.5)
    PC1 > -0.430681
    PC1 <= 11.27169
    PC2 <= 2.231518
    PC3 <= 0.5240355
    PC8 <= -0.1416677
    PC19 > -1.152695
    PC22 <= 2.963706
    PC37 > -9.291889
    PC85 <= -0.4943444
    ->  class 2\|2  [0.610]

Rule 4/236: (149.9, lift 8.3)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC8 > -1.655082
    PC8 <= 0.02357382
    PC12 <= 5.249692
    PC18 <= 0.6395017
    PC23 <= 1.596539
    PC28 > -0.1253675
    PC30 <= 0.01702343
    PC51 <= 0.4635862
    PC57 > 0.06046228
    PC63 <= 0.1534764
    PC84 > -0.1881279
    ->  class 2\|3  [0.993]

Rule 4/237: (194.9/0.3, lift 8.3)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC8 > -1.655082
    PC8 <= 0.02357382
    PC23 <= 1.596539
    PC29 <= 0.3448451
    PC32 > -3.066327
    PC44 > 0.4351138
    PC51 <= 0.4635862
    PC56 <= 0.3746006
    PC57 > 0.06046228
    PC71 > -0.6133955
    PC84 > -0.1881279
    ->  class 2\|3  [0.993]

Rule 4/238: (133.9/0.3, lift 8.3)
    PC2 <= 2.231518
    PC8 <= -1.655082
    PC19 > -2.848473
    PC23 <= 2.019395
    PC31 <= 1.641206
    PC33 > -0.3431576
    PC35 <= 0.6482608
    PC42 <= 0.007976791
    PC43 > -1.462826
    PC44 <= 0.06772712
    PC87 > 0.3533733
    PC94 > -1.608204
    ->  class 2\|3  [0.990]

Rule 4/239: (158.6/1, lift 8.2)
    PC1 <= -0.430681
    PC8 <= -3.421005
    PC16 > 0.3730076
    PC58 <= 0.8084841
    ->  class 2\|3  [0.987]

Rule 4/240: (47.6/0.7, lift 8.1)
    PC1 <= -0.7454903
    PC8 > -3.421005
    PC8 <= -1.655082
    PC44 > 0.06772712
    PC44 <= 0.164532
    PC54 <= 0.1183208
    PC65 <= 0.9432499
    ->  class 2\|3  [0.966]

Rule 4/241: (208.7/11.2, lift 7.9)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC8 > -1.655082
    PC8 <= 0.02357382
    PC14 > -1.915472
    PC18 <= 0.6395017
    PC32 > -3.066327
    PC57 > 0.06046228
    PC74 > 0.2671531
    PC84 > -0.1881279
    ->  class 2\|3  [0.942]

Rule 4/242: (14.8, lift 7.9)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC8 > -1.655082
    PC8 <= 0.02357382
    PC16 <= -0.7786198
    PC60 > -0.2665079
    ->  class 2\|3  [0.940]

Rule 4/243: (10.9, lift 7.7)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC21 <= -0.00591894
    PC25 > 0.4639846
    ->  class 2\|3  [0.923]

Rule 4/244: (7.9, lift 7.5)
    PC2 <= 2.231518
    PC8 > -1.655082
    PC8 <= 0.02357382
    PC57 > 0.06046228
    PC84 <= -0.1881279
    PC88 <= -0.5087711
    ->  class 2\|3  [0.899]

Rule 4/245: (21.2/1.4, lift 7.5)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC7 <= 0.1076993
    PC8 > 0.02357382
    PC12 > 1.255796
    PC44 > 0.5958036
    ->  class 2\|3  [0.898]

Rule 4/246: (184.7/18.9, lift 7.5)
    PC1 > -0.430681
    PC1 <= 11.27169
    PC2 <= 2.231518
    PC3 <= 0.5240355
    PC8 <= -0.1416677
    PC9 <= 0.3598154
    PC19 > -1.152695
    PC37 > -9.291889
    PC71 <= 0.3922682
    PC85 > -0.4943444
    ->  class 2\|3  [0.894]

Rule 4/247: (7.3, lift 7.5)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC8 > -1.655082
    PC8 <= 0.02357382
    PC10 <= -0.297028
    PC57 > 0.06046228
    PC84 <= -0.1881279
    ->  class 2\|3  [0.893]

Rule 4/248: (128.5/16, lift 7.3)
    PC2 <= 2.231518
    PC8 <= 0.02357382
    PC10 <= -0.1156002
    PC26 > -2.258385
    PC57 <= 0.06046228
    PC60 > -0.2665079
    PC87 > -0.8510116
    ->  class 2\|3  [0.870]

Rule 4/249: (23.1/2.4, lift 7.2)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC8 > -1.655082
    PC8 <= 0.02357382
    PC12 <= 5.249692
    PC43 > 1.156461
    PC60 > -0.2665079
    PC76 <= 0.6715252
    PC87 > -0.8510116
    ->  class 2\|3  [0.865]

Rule 4/250: (27/2.9, lift 7.2)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC8 > -1.655082
    PC8 <= 0.02357382
    PC12 <= 5.249692
    PC26 <= -2.258385
    PC33 <= 0.5246413
    PC87 > -0.8510116
    ->  class 2\|3  [0.864]

Rule 4/251: (51/9.1, lift 6.8)
    PC1 <= -0.430681
    PC2 > -9.022285
    PC2 <= 2.231518
    PC8 <= 0.02357382
    PC12 <= 5.249692
    PC29 <= 0.3448451
    PC33 > 0.5246413
    PC57 <= 0.06046228
    PC87 > -0.8510116
    ->  class 2\|3  [0.810]

Rule 4/252: (11741.4/9353.3, lift 1.7)
    PC2 <= 2.231518
    ->  class 2\|3  [0.203]

Rule 4/253: (110.7, lift 24.1)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC11 <= -4.141527
    PC20 <= 0.3217192
    ->  class 2\|4  [0.991]

Rule 4/254: (139.9/0.7, lift 24.0)
    PC4 > -0.3231707
    PC8 <= -1.655082
    PC16 <= 0.3730076
    PC44 > -0.8575628
    PC46 <= 0.4135565
    PC55 <= 0.3119884
    PC71 > -0.42316
    PC74 > -0.3891049
    PC85 > -0.4825295
    PC89 <= 0.6216257
    PC96 <= -0.21405
    ->  class 2\|4  [0.988]

Rule 4/255: (77.7, lift 24.0)
    PC1 <= -0.430681
    PC8 <= -3.143631
    PC40 > 0.9512482
    PC58 > 0.8084841
    ->  class 2\|4  [0.987]

Rule 4/256: (138.2/1, lift 23.9)
    PC2 <= 2.231518
    PC8 <= -3.421005
    PC18 <= -0.218371
    PC22 > -1.900676
    PC26 <= 3.24851
    PC46 <= 0.4135565
    PC49 <= 0.1087696
    PC54 <= 2.086763
    PC71 > -0.42316
    PC76 <= 0.4847249
    PC85 > -0.4825295
    PC94 <= 0.8244115
    ->  class 2\|4  [0.986]

Rule 4/257: (101/1.4, lift 23.7)
    PC1 <= -0.430681
    PC8 <= -3.421005
    PC16 <= 0.3730076
    PC40 > 0.4865859
    PC49 > 0.1087696
    PC76 <= 0.4847249
    ->  class 2\|4  [0.977]

Rule 4/258: (64.5/1, lift 23.5)
    PC1 <= -0.430681
    PC8 <= -2.870956
    PC11 > -4.141527
    PC19 > -2.848473
    PC23 <= 2.019395
    PC29 <= 0.3514726
    PC44 > 0.164532
    PC58 <= 0.8084841
    PC85 > 0.7199095
    ->  class 2\|4  [0.970]

Rule 4/259: (84.6/1.7, lift 23.5)
    PC1 <= -0.430681
    PC8 <= -3.421005
    PC46 <= 0.4135565
    PC74 <= -0.3891049
    PC85 > -0.4825295
    PC92 <= 0.01612009
    ->  class 2\|4  [0.969]

Rule 4/260: (59.4/1, lift 23.5)
    PC1 > -0.430681
    PC1 <= 11.27169
    PC2 <= 2.231518
    PC3 <= 0.5240355
    PC9 <= 0.3598154
    PC10 <= -0.07667993
    PC19 > -1.152695
    PC19 <= 3.673504
    PC71 > 0.3922682
    ->  class 2\|4  [0.967]

Rule 4/261: (199.3/7.7, lift 23.2)
    PC4 > -0.3231707
    PC8 <= -3.421005
    PC16 <= -0.2113342
    PC22 > -1.900676
    PC26 <= 3.24851
    PC43 > 0.1442767
    PC49 <= 0.1087696
    PC54 <= 2.086763
    PC55 <= 0.3119884
    PC73 > -0.4513025
    PC76 <= 0.4847249
    PC85 > -0.4825295
    PC89 <= 0.6216257
    ->  class 2\|4  [0.957]

Rule 4/262: (41.3/1.4, lift 22.9)
    PC4 > -0.3231707
    PC8 <= -3.421005
    PC26 <= 3.24851
    PC38 <= -0.4032341
    PC43 <= 0.1442767
    PC44 > -0.8575628
    PC54 <= 2.086763
    PC55 <= 0.3119884
    PC73 > -0.4513025
    PC74 > -0.3891049
    PC85 > -0.4825295
    ->  class 2\|4  [0.945]

Rule 4/263: (50.9/3.6, lift 22.1)
    PC1 <= -0.430681
    PC8 > -3.421005
    PC8 <= -1.655082
    PC19 <= -2.848473
    PC35 <= 1.99291
    PC56 <= 0.04797471
    ->  class 2\|4  [0.913]

Rule 4/264: (7.5, lift 21.7)
    PC1 > -0.430681
    PC37 <= -9.291889
    ->  class 2\|4  [0.895]

Rule 4/265: (8.3/0.3, lift 21.1)
    PC2 <= 2.231518
    PC8 > -3.421005
    PC8 <= -1.655082
    PC29 > 0.3514726
    PC94 > -1.608204
    ->  class 2\|4  [0.870]

Rule 4/266: (73.1/31.5, lift 13.8)
    PC1 <= -0.430681
    PC8 <= -1.655082
    PC29 <= 0.3514726
    PC31 <= 1.641206
    PC65 > 0.9432499
    PC94 > -1.608204
    ->  class 2\|4  [0.568]

Rule 4/267: (33.2/15.2, lift 13.1)
    PC1 <= -0.430681
    PC2 > -9.022285
    PC2 <= 2.231518
    PC8 > -1.655082
    PC8 <= 0.02357382
    PC29 > 0.3448451
    ->  class 2\|4  [0.541]

Rule 4/268: (30.2/14, lift 13.0)
    PC1 <= -0.430681
    PC2 > -9.022285
    PC8 > -3.421005
    PC8 <= -1.655082
    PC31 <= 1.641206
    PC44 > 0.06772712
    PC44 <= 0.164532
    PC54 > 0.1183208
    ->  class 2\|4  [0.535]

Default class: 2\|3

-----  Trial 5:  -----

Rules:

Rule 5/1: (197.2, lift 15.9)
    PC2 > 2.433167
    PC12 > -0.9899928
    PC13 <= 6.929861
    PC18 > 2.761912
    PC25 <= 1.063675
    PC60 <= 1.313884
    PC75 > 0.1887068
    ->  class 0\|0  [0.995]

Rule 5/2: (61.2, lift 15.7)
    PC3 > -0.6235371
    PC18 > 2.052136
    PC27 <= 1.865097
    ->  class 0\|0  [0.984]

Rule 5/3: (49.2, lift 15.7)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC13 <= 6.929861
    PC16 <= -1.637456
    PC18 > -0.3695138
    PC25 <= 1.063675
    PC27 > -2.292617
    PC27 <= 1.865097
    PC51 > -1.657019
    PC81 <= -0.4809228
    ->  class 0\|0  [0.980]

Rule 5/4: (58.9/0.3, lift 15.6)
    PC13 <= 6.929861
    PC18 > 2.052136
    PC25 <= 1.063675
    PC27 > -2.292617
    PC27 <= 1.865097
    PC60 > 1.336533
    PC89 <= 1.660683
    ->  class 0\|0  [0.979]

Rule 5/5: (199.2/5.5, lift 15.5)
    PC2 > 2.433167
    PC13 <= 6.929861
    PC18 > 2.761912
    PC24 <= 3.740935
    PC25 <= 1.063675
    PC42 <= 1.60197
    PC60 <= 1.313884
    PC81 > -0.4809228
    PC91 <= -0.1427792
    ->  class 0\|0  [0.968]

Rule 5/6: (6.3, lift 14.0)
    PC13 > 6.929861
    PC14 <= 2.896038
    PC18 > 2.052136
    PC31 > 0.2019131
    PC46 <= 2.26159
    PC69 <= 7.598943
    PC93 <= -0.03721208
    ->  class 0\|0  [0.879]

Rule 5/7: (16.3/2.7, lift 12.8)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC41 > 0.4318216
    PC86 <= -2.895445
    ->  class 0\|0  [0.800]

Rule 5/8: (2496.7/1400.2, lift 7.0)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC13 <= 1.698335
    PC18 > -0.3695138
    PC46 <= 2.26159
    PC52 <= 5.510559
    PC67 <= 0.7323884
    PC69 > -2.447945
    ->  class 0\|0  [0.439]

Rule 5/9: (116.1, lift 12.3)
    PC3 <= -0.6235371
    PC13 <= 6.929861
    PC14 > -0.5971768
    PC18 > 2.052136
    PC18 <= 2.761912
    PC53 > -0.7846105
    PC70 > -1.115771
    PC80 > -0.5108404
    PC89 > -0.009517741
    PC92 > -0.7149987
    PC95 <= 0.656617
    ->  class 0\|1  [0.992]

Rule 5/10: (98.4, lift 12.3)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC4 <= 10.99372
    PC6 <= 0.1746644
    PC13 <= 1.698335
    PC14 > 0.5727633
    PC18 > -0.3695138
    PC18 <= 2.052136
    PC87 > 0.1066178
    ->  class 0\|1  [0.990]

Rule 5/11: (73.4, lift 12.2)
    PC2 > 2.433167
    PC6 <= 0.1746644
    PC13 <= 1.698335
    PC14 > 0.5727633
    PC17 > 0.2751059
    PC18 > -0.3695138
    PC18 <= 2.052136
    ->  class 0\|1  [0.987]

Rule 5/12: (58.6, lift 12.2)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC4 > -0.6150046
    PC18 <= -0.3695138
    PC28 <= 0.1777334
    PC41 > 0.4318216
    PC60 <= -0.299144
    PC86 > -2.895445
    ->  class 0\|1  [0.984]

Rule 5/13: (183.4/1.9, lift 12.2)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC6 > -1.443306
    PC8 > 0.131999
    PC14 <= 0.5727633
    PC18 > -0.3695138
    PC18 <= 2.052136
    PC40 <= 2.841514
    PC43 <= 0.5440913
    ->  class 0\|1  [0.984]

Rule 5/14: (57, lift 12.2)
    PC14 > -0.5971768
    PC18 > 2.761912
    PC30 <= 0.8017316
    PC47 > -1.618971
    PC60 <= 1.336533
    PC73 <= -0.5556126
    PC75 <= 0.1887068
    PC92 > -0.7149987
    ->  class 0\|1  [0.983]

Rule 5/15: (360.8/5.6, lift 12.2)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC6 <= 0.1746644
    PC14 <= 0.5727633
    PC18 > 0.1388662
    PC18 <= 2.052136
    PC40 <= 2.841514
    PC43 <= 0.5440913
    PC46 <= 2.26159
    PC52 <= 5.510559
    PC65 > -1.006439
    PC85 <= 1.627723
    PC95 > -0.7743337
    PC97 <= 2.281143
    PC98 <= 0.7320648
    ->  class 0\|1  [0.982]

Rule 5/16: (52.9, lift 12.2)
    PC2 > 2.433167
    PC13 > 0.8367534
    PC13 <= 1.698335
    PC14 > 0.5727633
    PC18 > -0.3695138
    PC18 <= 2.052136
    ->  class 0\|1  [0.982]

Rule 5/17: (81/0.5, lift 12.2)
    PC14 > -0.5971768
    PC18 > 2.052136
    PC30 <= 0.8017316
    PC70 > -1.115771
    PC75 <= 0.1887068
    PC87 > 0.2649642
    PC92 > -0.7149987
    ->  class 0\|1  [0.982]

Rule 5/18: (35.3, lift 12.1)
    PC13 <= 6.929861
    PC14 > -0.5971768
    PC18 > 2.052136
    PC27 <= 1.865097
    PC59 <= -2.102921
    PC70 > -1.115771
    ->  class 0\|1  [0.973]

Rule 5/19: (31.8, lift 12.0)
    PC14 > -1.782821
    PC14 <= 2.896038
    PC18 > 2.052136
    PC25 > 1.063675
    PC46 <= 2.26159
    ->  class 0\|1  [0.970]

Rule 5/20: (30.4, lift 12.0)
    PC14 > -1.782821
    PC18 > 2.052136
    PC27 <= 1.865097
    PC51 <= -1.657019
    ->  class 0\|1  [0.969]

Rule 5/21: (118.2/3.4, lift 12.0)
    PC3 <= -0.6235371
    PC13 <= 6.929861
    PC14 > -0.5971768
    PC18 > 2.052136
    PC18 <= 2.761912
    PC27 <= 1.865097
    PC34 <= 1.982037
    PC53 > -0.7846105
    PC80 > -0.5108404
    PC86 <= 0.08175334
    PC92 > -0.7149987
    ->  class 0\|1  [0.963]

Rule 5/22: (119.9/3.7, lift 11.9)
    PC13 <= 6.929861
    PC14 > -0.5971768
    PC16 > -1.637456
    PC18 > 2.052136
    PC60 <= 1.336533
    PC70 > -1.115771
    PC81 <= -0.4809228
    PC87 <= 0.7417881
    PC92 > -0.7149987
    ->  class 0\|1  [0.962]

Rule 5/23: (68.8/1.8, lift 11.9)
    PC3 <= 1.640775
    PC6 <= 0.02855038
    PC10 <= -0.9260765
    PC18 > -1.154317
    PC18 <= -0.3695138
    PC95 > 0.1830176
    ->  class 0\|1  [0.960]

Rule 5/24: (23.3, lift 11.9)
    PC2 > 2.433167
    PC14 > -1.782821
    PC14 <= 2.896038
    PC18 > 2.052136
    PC41 > 0.186355
    PC92 <= -0.7149987
    ->  class 0\|1  [0.960]

Rule 5/25: (19.2, lift 11.8)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC7 <= -0.7458541
    PC18 <= -0.3695138
    PC22 <= 1.940598
    PC41 <= 0.4318216
    PC94 > 1.003931
    ->  class 0\|1  [0.953]

Rule 5/26: (24.5/0.3, lift 11.8)
    PC2 > 2.433167
    PC18 > 2.052136
    PC27 > -2.292617
    PC87 <= 0.7417881
    PC90 > 0.9374611
    PC92 <= -0.7149987
    ->  class 0\|1  [0.952]

Rule 5/27: (152.7/6.5, lift 11.8)
    PC2 > 2.433167
    PC6 <= 0.1746644
    PC14 <= 0.5727633
    PC18 > 1.154123
    PC18 <= 2.052136
    PC40 <= 2.841514
    PC52 <= 5.510559
    PC69 > -2.447945
    PC85 <= 1.627723
    ->  class 0\|1  [0.951]

Rule 5/28: (23.7/0.3, lift 11.8)
    PC14 > -0.5971768
    PC18 > 2.052136
    PC70 > -1.115771
    PC70 <= -1.043304
    PC81 > -0.4809228
    PC92 > -0.7149987
    ->  class 0\|1  [0.951]

Rule 5/29: (18.4, lift 11.8)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC12 <= -0.9899928
    PC14 > -0.5971768
    PC18 > -0.3695138
    PC92 > -0.7149987
    ->  class 0\|1  [0.951]

Rule 5/30: (22.1/0.3, lift 11.8)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC18 > -0.3695138
    PC18 <= 0.1388662
    PC20 > -4.604566
    PC43 <= 0.5440913
    PC52 <= 5.510559
    PC62 <= -0.5834226
    ->  class 0\|1  [0.948]

Rule 5/31: (16.8, lift 11.8)
    PC14 > -1.782821
    PC14 <= 2.896038
    PC18 > 2.052136
    PC24 > 3.740935
    PC46 <= 2.26159
    PC47 > -1.618971
    PC70 > -1.115771
    ->  class 0\|1  [0.947]

Rule 5/32: (16.1, lift 11.7)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC13 <= 6.929861
    PC14 > -0.5971768
    PC18 > -0.3695138
    PC60 > 0.6610076
    PC70 <= -1.115771
    PC89 <= 1.660683
    ->  class 0\|1  [0.945]

Rule 5/33: (66.2/2.9, lift 11.7)
    PC14 > -0.5971768
    PC14 <= 2.896038
    PC18 > 2.052136
    PC27 <= -2.292617
    PC47 > -1.618971
    ->  class 0\|1  [0.943]

Rule 5/34: (26.4/0.8, lift 11.6)
    PC18 > 2.052136
    PC21 > -0.870159
    PC30 <= 0.8017316
    PC41 <= -0.01856578
    PC47 > -1.618971
    PC60 <= 1.336533
    PC70 > 0.1094861
    PC75 <= 0.1887068
    PC92 > -0.7149987
    ->  class 0\|1  [0.937]

Rule 5/35: (86.1/5, lift 11.6)
    PC14 > -0.5971768
    PC14 <= 2.896038
    PC18 > 2.052136
    PC70 > -1.115771
    PC87 > 0.7417881
    ->  class 0\|1  [0.932]

Rule 5/36: (18.8/0.5, lift 11.5)
    PC14 <= 2.896038
    PC18 > 2.761912
    PC27 <= 1.865097
    PC70 > -1.043304
    PC75 <= 0.1887068
    PC89 > 0.4647106
    PC92 > -0.7149987
    ->  class 0\|1  [0.927]

Rule 5/37: (11.6, lift 11.5)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC6 > 0.1746644
    PC18 <= 2.052136
    PC65 <= 0.9310915
    PC97 > 0.5021749
    ->  class 0\|1  [0.926]

Rule 5/38: (35.5/2.1, lift 11.4)
    PC7 > -0.7458541
    PC18 <= -0.3695138
    PC26 > -0.1339708
    PC41 <= 0.4318216
    PC70 <= 2.791212
    PC78 > 2.492486
    ->  class 0\|1  [0.916]

Rule 5/39: (144.2/12, lift 11.3)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC6 > -1.443306
    PC14 <= 0.5727633
    PC18 > -0.3695138
    PC18 <= 2.052136
    PC40 <= 2.841514
    PC46 <= 2.26159
    PC69 > -2.447945
    PC85 <= 1.627723
    PC86 <= -0.7616145
    ->  class 0\|1  [0.911]

Rule 5/40: (68/5.3, lift 11.3)
    PC13 <= 6.929861
    PC18 > 2.052136
    PC21 <= -0.870159
    PC70 > -1.115771
    PC91 > -0.1427792
    PC92 > -0.7149987
    ->  class 0\|1  [0.910]

Rule 5/41: (6.7, lift 11.0)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC18 > -0.3695138
    PC75 > 0.1877152
    PC75 <= 0.1887068
    PC92 > -0.7149987
    ->  class 0\|1  [0.885]

Rule 5/42: (47.6/5.5, lift 10.8)
    PC13 <= 6.929861
    PC14 > -1.782821
    PC18 > 2.052136
    PC42 > 1.60197
    PC70 > -1.043304
    PC87 <= 0.7417881
    PC92 > -0.7149987
    ->  class 0\|1  [0.869]

Rule 5/43: (24.5/2.9, lift 10.6)
    PC18 > 2.052136
    PC27 <= 1.865097
    PC41 <= -0.01856578
    PC55 > 0.3689474
    PC70 > -1.115771
    PC73 > -0.5556126
    PC75 <= 0.1887068
    PC89 <= 0.4647106
    ->  class 0\|1  [0.852]

Rule 5/44: (56.1/11.8, lift 9.7)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC7 <= -0.7458541
    PC18 > -0.9857101
    PC18 <= -0.3695138
    PC22 <= 1.940598
    PC90 > -1.516673
    ->  class 0\|1  [0.779]

Rule 5/45: (82/18.9, lift 9.5)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC5 <= -0.4947444
    PC14 > -0.5971768
    PC18 > -0.3695138
    PC21 > -0.870159
    PC30 <= 0.8017316
    PC41 > -0.01856578
    PC75 <= 0.1887068
    PC92 > -0.7149987
    ->  class 0\|1  [0.763]

Rule 5/46: (3299.3/1889.8, lift 5.3)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC18 > -0.3695138
    ->  class 0\|1  [0.427]

Rule 5/47: (80.7, lift 10.5)
    PC3 <= 1.640775
    PC7 <= -0.7458541
    PC18 <= -0.9857101
    PC22 <= 1.940598
    PC41 <= 0.4318216
    PC55 <= 0.8730468
    PC56 > -0.8121327
    PC90 > -1.516673
    PC94 <= 1.003931
    ->  class 0\|2  [0.988]

Rule 5/48: (71.7, lift 10.5)
    PC4 <= -7.83144
    PC18 <= -0.3695138
    PC87 > 0.02911435
    ->  class 0\|2  [0.986]

Rule 5/49: (84.7/0.3, lift 10.5)
    PC7 > -0.7458541
    PC10 <= -2.278349
    PC18 <= -1.154317
    PC78 <= 2.492486
    PC86 > 0.6945281
    PC93 <= 0.9257153
    PC94 > 0.3533413
    ->  class 0\|2  [0.985]

Rule 5/50: (66.2, lift 10.5)
    PC4 > -7.83144
    PC7 > -0.7458541
    PC10 <= -2.278349
    PC18 <= -1.154317
    PC32 <= 2.436442
    PC58 > 0.9813177
    PC93 <= 0.9257153
    ->  class 0\|2  [0.985]

Rule 5/51: (77/0.3, lift 10.5)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC18 > -1.824607
    PC18 <= -1.154317
    PC27 > -2.597364
    PC30 <= 1.385025
    PC41 <= 0.4318216
    PC52 > -1.887242
    PC73 <= 2.295397
    PC80 > 0.2271974
    PC93 <= 0.9257153
    ->  class 0\|2  [0.984]

Rule 5/52: (51, lift 10.5)
    PC4 <= -6.926954
    PC7 > -0.7458541
    PC18 > -1.154317
    PC18 <= -0.3695138
    ->  class 0\|2  [0.981]

Rule 5/53: (76.5/0.5, lift 10.5)
    PC2 > 2.433167
    PC7 <= -0.3593628
    PC13 > 1.698335
    PC18 > -0.3695138
    PC18 <= 2.052136
    PC46 <= 2.26159
    PC86 <= 4.013646
    ->  class 0\|2  [0.981]

Rule 5/54: (62.2/0.3, lift 10.5)
    PC10 > 6.479989
    PC14 > 2.896038
    PC71 <= 0.5490693
    ->  class 0\|2  [0.980]

Rule 5/55: (42.5, lift 10.4)
    PC2 > 2.433167
    PC6 > -1.443306
    PC14 <= 0.5727633
    PC18 > 0.1388662
    PC18 <= 2.052136
    PC20 > -4.604566
    PC40 <= 2.841514
    PC98 > 0.7320648
    ->  class 0\|2  [0.978]

Rule 5/56: (42.1, lift 10.4)
    PC4 <= -7.032351
    PC18 <= -0.3695138
    PC49 <= 0.6367925
    PC87 > 0.1963015
    ->  class 0\|2  [0.977]

Rule 5/57: (41.8, lift 10.4)
    PC4 > -7.83144
    PC4 <= -7.032351
    PC7 > -0.7458541
    PC18 <= -0.3695138
    PC49 <= 0.6367925
    PC90 > 0.2951089
    ->  class 0\|2  [0.977]

Rule 5/58: (41.2, lift 10.4)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC13 <= 1.698335
    PC18 <= 2.052136
    PC20 > -4.604566
    PC67 <= 0.7323884
    PC85 <= 1.627723
    PC97 > 2.281143
    ->  class 0\|2  [0.977]

Rule 5/59: (40.9, lift 10.4)
    PC4 > 10.99372
    PC40 <= 2.841514
    ->  class 0\|2  [0.977]

Rule 5/60: (44.3/0.3, lift 10.4)
    PC2 > 2.433167
    PC11 > -0.05206308
    PC13 > 1.698335
    PC18 > -0.3695138
    PC18 <= 2.052136
    ->  class 0\|2  [0.973]

Rule 5/61: (49.8/0.5, lift 10.4)
    PC3 <= 1.640775
    PC16 <= 2.936707
    PC18 <= -0.3695138
    PC27 <= -6.738084
    PC78 <= 2.492486
    ->  class 0\|2  [0.971]

Rule 5/62: (37.9/0.3, lift 10.3)
    PC3 <= 1.640775
    PC4 > -7.83144
    PC10 <= -2.278349
    PC18 <= -1.154317
    PC28 > -1.425636
    PC32 <= 2.436442
    PC41 <= 0.4318216
    PC78 <= 2.492486
    PC86 <= 0.6945281
    PC91 > 0.1301098
    ->  class 0\|2  [0.968]

Rule 5/63: (107.4/2.5, lift 10.3)
    PC6 > -0.8755581
    PC10 <= -2.278349
    PC18 > -1.884193
    PC18 <= -0.3695138
    PC23 > -1.979556
    PC55 <= 0.1900085
    PC77 > -0.3376521
    PC79 > 0.08883543
    ->  class 0\|2  [0.968]

Rule 5/64: (29.2, lift 10.3)
    PC2 > 2.433167
    PC7 > -0.7458541
    PC10 > -0.9260765
    PC18 > -1.154317
    PC18 <= -0.3695138
    PC37 > 1.209525
    ->  class 0\|2  [0.968]

Rule 5/65: (28.7, lift 10.3)
    PC13 > 6.929861
    PC18 > 2.052136
    PC93 > -0.03721208
    ->  class 0\|2  [0.967]

Rule 5/66: (25.2, lift 10.3)
    PC13 <= 1.698335
    PC18 <= 2.052136
    PC52 > 5.510559
    ->  class 0\|2  [0.963]

Rule 5/67: (23.4, lift 10.3)
    PC10 <= -2.278349
    PC15 <= 0.7178741
    PC18 <= -0.3695138
    PC28 > -1.425636
    PC36 > 1.096766
    PC73 <= 2.295397
    ->  class 0\|2  [0.961]

Rule 5/68: (36/0.5, lift 10.2)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC18 > -0.3695138
    PC47 <= -1.618971
    ->  class 0\|2  [0.960]

Rule 5/69: (21.2, lift 10.2)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC13 <= 1.698335
    PC14 <= 0.5727633
    PC18 > 0.1388662
    PC18 <= 2.052136
    PC40 <= 2.841514
    PC69 > -2.447945
    PC86 <= 4.013646
    PC95 <= -0.7743337
    ->  class 0\|2  [0.957]

Rule 5/70: (21.1, lift 10.2)
    PC2 > 2.433167
    PC14 <= -1.782821
    PC18 > 2.052136
    PC46 <= 2.26159
    ->  class 0\|2  [0.957]

Rule 5/71: (90.3/3.2, lift 10.2)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC6 > -1.443306
    PC14 <= 0.5727633
    PC18 > -0.3695138
    PC18 <= 1.154123
    PC43 > 0.5440913
    PC67 <= 0.7323884
    ->  class 0\|2  [0.955]

Rule 5/72: (21.4/0.3, lift 10.1)
    PC2 > 2.433167
    PC3 > -4.248789
    PC3 <= 1.640775
    PC7 > -0.7458541
    PC10 > -2.278349
    PC18 > -1.824607
    PC18 <= -0.3695138
    PC27 > -2.597364
    PC30 <= 1.385025
    PC72 > -0.02928251
    PC94 > 0.5125971
    ->  class 0\|2  [0.946]

Rule 5/73: (66.5/2.8, lift 10.1)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC6 <= 0.1746644
    PC8 <= 0.131999
    PC13 <= 1.698335
    PC14 <= 0.5727633
    PC18 > -0.3695138
    PC18 <= 0.1388662
    PC40 <= 2.841514
    PC43 <= 0.5440913
    PC62 > -0.5834226
    PC86 > -0.7616145
    PC86 <= 4.013646
    ->  class 0\|2  [0.945]

Rule 5/74: (48.4/1.9, lift 10.1)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC18 <= -0.3695138
    PC41 > 0.4318216
    PC60 > -0.299144
    ->  class 0\|2  [0.943]

Rule 5/75: (53.5/2.3, lift 10.0)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC10 > -2.278349
    PC18 <= -0.3695138
    PC23 <= 1.277671
    PC32 > -1.684031
    PC47 > -0.3958712
    PC49 > 0.6367925
    PC52 > -1.887242
    PC57 <= 1.126196
    PC73 <= 2.295397
    PC93 <= 0.9257153
    ->  class 0\|2  [0.940]

Rule 5/76: (14.2, lift 10.0)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC10 > -0.9260765
    PC17 > 0.4362784
    PC18 <= -0.3695138
    PC37 <= 1.209525
    PC78 <= 2.492486
    ->  class 0\|2  [0.938]

Rule 5/77: (13.8, lift 10.0)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC4 <= -0.6150046
    PC41 > 0.4318216
    PC60 <= -0.299144
    ->  class 0\|2  [0.937]

Rule 5/78: (159.6/10.4, lift 9.9)
    PC3 <= 1.640775
    PC15 > 0.7178741
    PC18 <= -1.154317
    PC41 <= 0.4318216
    PC78 <= 2.492486
    PC90 <= 2.315367
    PC91 > -0.737647
    ->  class 0\|2  [0.930]

Rule 5/79: (74.6/4.4, lift 9.9)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC6 <= -0.8755581
    PC18 <= -1.154317
    PC28 > -1.425636
    PC32 <= 2.436442
    PC40 > -2.798079
    PC41 <= 0.4318216
    PC52 > -1.887242
    PC73 <= 2.295397
    ->  class 0\|2  [0.929]

Rule 5/80: (55.3/3.1, lift 9.9)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC10 > -2.278349
    PC18 > -1.824607
    PC18 <= -1.154317
    PC30 <= 1.385025
    PC40 > -2.798079
    PC52 > -1.887242
    PC72 <= -0.02928251
    PC93 <= 0.9257153
    ->  class 0\|2  [0.928]

Rule 5/81: (111.4/7.3, lift 9.9)
    PC3 <= 1.640775
    PC14 > -0.9336166
    PC18 <= -1.154317
    PC20 <= 4.851933
    PC28 <= -1.425636
    PC40 > -2.798079
    PC73 <= 2.295397
    ->  class 0\|2  [0.927]

Rule 5/82: (11.8, lift 9.9)
    PC13 > 1.698335
    PC18 > -0.3695138
    PC18 <= 2.052136
    PC26 <= -0.7180865
    ->  class 0\|2  [0.927]

Rule 5/83: (60.3/3.7, lift 9.9)
    PC4 > -7.83144
    PC15 <= 0.7178741
    PC18 <= -1.154317
    PC20 <= 4.851933
    PC33 > 3.754773
    PC71 <= 0.848321
    PC73 <= 2.295397
    PC93 <= 0.9257153
    ->  class 0\|2  [0.924]

Rule 5/84: (39.3/2.1, lift 9.9)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC18 > -0.3695138
    PC18 <= 2.052136
    PC20 > -4.604566
    PC46 <= 2.26159
    PC85 > 1.627723
    PC86 <= 4.013646
    ->  class 0\|2  [0.924]

Rule 5/85: (39.7/2.3, lift 9.8)
    PC3 <= 1.640775
    PC5 <= 2.881409
    PC15 <= 0.7178741
    PC20 <= 4.851933
    PC27 <= -2.597364
    PC28 > -1.425636
    ->  class 0\|2  [0.922]

Rule 5/86: (13.8/0.3, lift 9.8)
    PC2 > 2.433167
    PC6 > 0.02855038
    PC10 <= -0.9260765
    PC18 > -1.154317
    PC18 <= -0.3695138
    ->  class 0\|2  [0.920]

Rule 5/87: (39.9/2.3, lift 9.8)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC14 <= 0.5727633
    PC18 > 0.1388662
    PC18 <= 2.052136
    PC20 > -4.604566
    PC43 <= 0.5440913
    PC65 <= -1.006439
    PC86 <= 4.013646
    ->  class 0\|2  [0.920]

Rule 5/88: (44.5/2.9, lift 9.8)
    PC2 > 2.433167
    PC3 > -4.248789
    PC3 <= 1.640775
    PC4 > -7.83144
    PC6 <= -0.8010804
    PC18 <= -1.154317
    PC32 <= 2.436442
    PC40 > -2.798079
    PC41 <= 0.4318216
    PC52 > -1.887242
    PC78 <= 2.492486
    PC93 <= 0.9257153
    ->  class 0\|2  [0.916]

Rule 5/89: (9.9, lift 9.8)
    PC2 > 2.433167
    PC18 > -1.154317
    PC18 <= -0.3695138
    PC22 <= 0.2684914
    PC77 <= -1.804982
    ->  class 0\|2  [0.916]

Rule 5/90: (8.9, lift 9.7)
    PC18 > -1.154317
    PC18 <= -0.3695138
    PC25 > 1.660998
    ->  class 0\|2  [0.908]

Rule 5/91: (41.3/3.1, lift 9.7)
    PC3 <= 1.640775
    PC5 > 2.881409
    PC18 <= -1.154317
    PC78 <= 2.492486
    ->  class 0\|2  [0.905]

Rule 5/92: (129.3/11.5, lift 9.7)
    PC3 <= 1.640775
    PC7 > -0.7458541
    PC10 <= -0.9260765
    PC18 > -1.154317
    PC18 <= -0.3695138
    PC21 <= 0.153072
    PC37 <= 1.807821
    PC78 <= 2.492486
    PC95 <= 0.1830176
    ->  class 0\|2  [0.905]

Rule 5/93: (48.5/4.6, lift 9.5)
    PC2 > 2.433167
    PC7 > -0.7458541
    PC26 > -0.1339708
    PC70 > 2.791212
    PC78 > 2.492486
    ->  class 0\|2  [0.889]

Rule 5/94: (6.3, lift 9.4)
    PC10 <= -2.278349
    PC18 <= -0.3695138
    PC52 > -1.887242
    PC57 <= -1.847997
    PC73 <= 2.295397
    ->  class 0\|2  [0.880]

Rule 5/95: (31.8/3.2, lift 9.3)
    PC2 > 2.433167
    PC7 > 0.2238975
    PC13 > 1.698335
    PC18 > -0.3695138
    PC18 <= 2.052136
    ->  class 0\|2  [0.876]

Rule 5/96: (88/11, lift 9.3)
    PC3 <= -4.248789
    PC4 > -7.83144
    PC16 <= 2.936707
    PC18 <= -1.154317
    PC40 > -2.798079
    PC52 > -1.887242
    PC73 <= 2.295397
    PC93 <= 0.9257153
    ->  class 0\|2  [0.867]

Rule 5/97: (74.7/9.4, lift 9.2)
    PC10 > -2.278349
    PC18 <= -1.154317
    PC20 <= 4.851933
    PC30 > 1.385025
    PC40 > -2.798079
    PC41 <= 0.4318216
    PC49 <= 0.6367925
    PC52 > -1.887242
    PC78 <= 2.492486
    PC93 <= 0.9257153
    ->  class 0\|2  [0.864]

Rule 5/98: (7.2/0.3, lift 9.2)
    PC10 <= -2.278349
    PC15 <= 0.7178741
    PC18 <= -0.3695138
    PC32 > -1.684031
    PC77 <= -0.7020626
    PC86 <= 0.6945281
    ->  class 0\|2  [0.863]

Rule 5/99: (21.4/2.4, lift 9.1)
    PC2 > 2.433167
    PC3 > -4.248789
    PC18 <= -1.154317
    PC27 > -6.738084
    PC41 <= 0.4318216
    PC71 > 0.848321
    PC73 <= 2.295397
    PC93 <= 0.9257153
    ->  class 0\|2  [0.855]

Rule 5/100: (4.3, lift 9.0)
    PC18 > -1.154317
    PC18 <= -0.3695138
    PC83 > 4.062682
    ->  class 0\|2  [0.842]

Rule 5/101: (64.1/10.4, lift 8.8)
    PC6 > -0.8755581
    PC10 > -2.278349
    PC18 <= -1.154317
    PC20 <= 4.851933
    PC52 > -1.887242
    PC57 > 1.126196
    PC73 <= 2.295397
    PC93 <= 0.9257153
    ->  class 0\|2  [0.827]

Rule 5/102: (48.2/7.8, lift 8.8)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC7 > -0.7458541
    PC10 > -0.9260765
    PC18 > -1.154317
    PC18 <= -0.3695138
    PC22 > 0.2684914
    ->  class 0\|2  [0.825]

Rule 5/103: (3.4, lift 8.7)
    PC4 <= -6.998941
    PC52 <= -1.887242
    PC73 <= 2.295397
    ->  class 0\|2  [0.816]

Rule 5/104: (69.6, lift 10.1)
    PC2 > 2.433167
    PC15 <= 0.7178741
    PC18 <= -1.154317
    PC73 > 2.295397
    PC78 <= 2.492486
    ->  class 0\|3  [0.986]

Rule 5/105: (78.5/0.3, lift 10.1)
    PC18 <= -0.3695138
    PC20 > 4.851933
    PC27 > -6.738084
    ->  class 0\|3  [0.984]

Rule 5/106: (89/0.5, lift 10.1)
    PC2 > 2.433167
    PC7 > -0.3593628
    PC7 <= 0.2238975
    PC11 <= -0.05206308
    PC18 > -0.3695138
    PC18 <= 2.052136
    PC26 > -0.7180865
    PC47 > -1.618971
    ->  class 0\|3  [0.983]

Rule 5/107: (52, lift 10.0)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC16 > 2.936707
    ->  class 0\|3  [0.981]

Rule 5/108: (36.5, lift 10.0)
    PC15 <= 0.7178741
    PC18 <= -0.3695138
    PC28 <= -1.425636
    PC37 <= -1.466527
    ->  class 0\|3  [0.974]

Rule 5/109: (155.1/3.4, lift 10.0)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC4 > -6.926954
    PC7 > -0.7458541
    PC10 > -0.9260765
    PC17 <= 0.4362784
    PC18 > -1.154317
    PC18 <= -0.3695138
    PC22 <= 0.2684914
    PC25 <= 1.660998
    PC29 <= 2.095582
    PC37 <= 1.209525
    PC55 <= 0.4319229
    PC77 > -1.804982
    PC83 <= 4.062682
    ->  class 0\|3  [0.972]

Rule 5/110: (33.2, lift 9.9)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC18 > -0.3695138
    PC46 > 2.26159
    ->  class 0\|3  [0.972]

Rule 5/111: (23.8, lift 9.8)
    PC5 <= 2.881409
    PC14 <= -0.9336166
    PC15 <= 0.7178741
    PC18 <= -1.154317
    PC28 <= -1.425636
    ->  class 0\|3  [0.961]

Rule 5/112: (19.7, lift 9.8)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC5 <= 2.881409
    PC15 > 0.7178741
    PC18 <= -0.3695138
    PC90 > 2.315367
    ->  class 0\|3  [0.954]

Rule 5/113: (49.7/1.6, lift 9.7)
    PC18 > -0.3695138
    PC18 <= 2.052136
    PC20 <= -4.604566
    PC47 > -1.618971
    ->  class 0\|3  [0.950]

Rule 5/114: (17.7/0.3, lift 9.6)
    PC3 <= 1.640775
    PC7 > -0.7458541
    PC18 <= -0.3695138
    PC26 <= -0.1339708
    PC78 > 2.492486
    ->  class 0\|3  [0.936]

Rule 5/115: (13.1, lift 9.6)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC18 > -0.3695138
    PC18 <= 2.052136
    PC47 > -1.618971
    PC67 > 0.7323884
    ->  class 0\|3  [0.934]

Rule 5/116: (93.8/7.3, lift 9.4)
    PC10 <= -0.9260765
    PC18 <= -0.3695138
    PC21 > 0.153072
    PC37 <= 1.807821
    ->  class 0\|3  [0.914]

Rule 5/117: (8.5, lift 9.3)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC4 > -0.6150046
    PC18 <= -0.3695138
    PC28 > 0.1777334
    PC41 > 0.4318216
    PC60 <= -0.299144
    PC86 > -2.895445
    ->  class 0\|3  [0.904]

Rule 5/118: (16.2/0.8, lift 9.2)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC7 <= -0.7458541
    PC18 <= -0.3695138
    PC22 > 1.940598
    PC41 <= 0.4318216
    ->  class 0\|3  [0.902]

Rule 5/119: (8.1, lift 9.2)
    PC10 <= -0.9260765
    PC18 > -1.154317
    PC18 <= -0.3695138
    PC37 > 1.807821
    ->  class 0\|3  [0.901]

Rule 5/120: (9.5/0.3, lift 9.1)
    PC7 <= -0.7458541
    PC18 <= -0.3695138
    PC41 <= 0.4318216
    PC90 <= -1.516673
    ->  class 0\|3  [0.891]

Rule 5/121: (6.7, lift 9.1)
    PC13 > 6.929861
    PC47 > -1.618971
    PC69 > 7.598943
    ->  class 0\|3  [0.885]

Rule 5/122: (35.2/8.8, lift 7.5)
    PC2 > 2.433167
    PC18 > -0.3695138
    PC86 > 4.013646
    ->  class 0\|3  [0.737]

Rule 5/123: (73.7/22.4, lift 7.1)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC5 <= 2.881409
    PC7 > -0.7458541
    PC15 > 0.7178741
    PC18 <= -0.3695138
    PC32 <= 2.436442
    PC78 <= 2.492486
    PC91 <= -0.737647
    ->  class 0\|3  [0.691]

Rule 5/124: (1976.3/624.1, lift 7.0)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC5 <= 2.881409
    PC7 > -0.7458541
    PC15 <= 0.7178741
    PC18 <= -1.154317
    PC28 > -1.425636
    PC32 <= 2.436442
    PC78 <= 2.492486
    ->  class 0\|3  [0.684]

Rule 5/125: (277.2/1.9, lift 20.6)
    PC1 > -0.5890457
    PC2 <= 2.433167
    PC3 <= 0.775887
    PC6 <= 6.346857
    PC9 > 0.3700113
    PC19 > -0.6420646
    PC96 > 0.1793587
    ->  class 1\|0  [0.990]

Rule 5/126: (85, lift 20.5)
    PC2 <= 2.433167
    PC3 > 0.775887
    PC11 <= 2.631452
    PC16 <= -0.1836496
    PC29 <= 0.3369401
    PC44 > -0.8625963
    PC68 > -2.002274
    PC85 <= -0.5124825
    ->  class 1\|0  [0.989]

Rule 5/127: (403.6/5.8, lift 20.4)
    PC1 > -0.3033008
    PC3 <= 0.589895
    PC6 <= 6.346857
    PC9 > 0.3700113
    PC10 > -0.6825619
    PC10 <= 0.9597409
    PC11 <= 0.8870341
    PC42 <= 1.932246
    PC47 <= 2.192351
    PC54 <= 2.085783
    PC90 <= 0.8516738
    PC98 <= 0.2313149
    ->  class 1\|0  [0.983]

Rule 5/128: (55/0.3, lift 20.3)
    PC3 > 1.640775
    PC12 <= -0.05653552
    PC19 > 0.2277115
    PC47 > -0.295758
    PC50 <= 0.4534797
    PC65 > -0.1389549
    PC88 > -0.332183
    ->  class 1\|0  [0.978]

Rule 5/129: (44.3, lift 20.3)
    PC2 > 2.433167
    PC3 > 1.640775
    PC47 > 1.119763
    PC64 > -1.42413
    PC65 > -0.1389549
    ->  class 1\|0  [0.978]

Rule 5/130: (38.2, lift 20.3)
    PC1 > -0.5890457
    PC2 <= 2.433167
    PC3 <= 0.775887
    PC9 > 0.3700113
    PC19 > -0.6420646
    PC99 > 1.56498
    ->  class 1\|0  [0.975]

Rule 5/131: (183.4/3.8, lift 20.2)
    PC1 > -0.282883
    PC3 > 1.640775
    PC8 > -3.622398
    PC15 > 0.5365294
    PC16 <= -0.8879908
    PC18 <= 0.7304769
    PC25 > -0.02772866
    PC33 > -0.545204
    PC47 > -0.2840592
    PC50 <= 0.4534797
    PC55 <= 0.1319331
    PC59 <= 0.4615932
    PC65 > -0.1389549
    PC77 <= 0.6817007
    PC87 <= 0.2548311
    PC88 > -0.332183
    PC99 <= 1.22902
    ->  class 1\|0  [0.974]

Rule 5/132: (35.3, lift 20.2)
    PC1 > -0.5890457
    PC2 <= 2.433167
    PC3 <= 0.775887
    PC9 > 0.3700113
    PC19 > -0.6420646
    PC40 <= -1.353911
    ->  class 1\|0  [0.973]

Rule 5/133: (24.3, lift 20.0)
    PC3 > 0.775887
    PC16 <= -0.1836496
    PC19 > 2.850371
    ->  class 1\|0  [0.962]

Rule 5/134: (16.8, lift 19.7)
    PC1 > -0.5890457
    PC2 <= 2.433167
    PC3 <= 0.775887
    PC8 > -3.76792
    PC50 > 0.5827398
    ->  class 1\|0  [0.947]

Rule 5/135: (31.4/1, lift 19.5)
    PC2 > 2.433167
    PC3 > 1.640775
    PC15 > 2.462215
    ->  class 1\|0  [0.939]

Rule 5/136: (235.4/19.7, lift 19.0)
    PC2 > 0.7733353
    PC2 <= 2.433167
    PC3 <= 0.775887
    PC10 > -0.6825619
    ->  class 1\|0  [0.913]

Rule 5/137: (9.2, lift 18.9)
    PC2 <= 2.433167
    PC16 <= -2.732392
    PC68 <= -2.002274
    ->  class 1\|0  [0.911]

Rule 5/138: (38.1/7.1, lift 16.6)
    PC2 <= 2.433167
    PC3 > 0.775887
    PC11 <= 2.631452
    PC16 <= -0.1836496
    PC17 > 0.2834354
    PC44 > -0.8625963
    ->  class 1\|0  [0.798]

Rule 5/139: (135.7, lift 18.4)
    PC2 > 2.433167
    PC3 > 1.640775
    PC15 <= 2.462215
    PC16 <= -0.8879908
    PC65 <= -0.1389549
    ->  class 1\|1  [0.993]

Rule 5/140: (212.4/2.3, lift 18.3)
    PC2 <= 2.433167
    PC3 > 0.775887
    PC11 <= 2.631452
    PC16 <= -0.1836496
    PC17 <= 0.2834354
    PC44 > -0.8625963
    PC68 > -2.002274
    PC77 > -1.123795
    PC85 > -0.5124825
    PC92 <= 0.3483158
    PC99 <= 1.762854
    ->  class 1\|1  [0.984]

Rule 5/141: (58.5, lift 18.3)
    PC2 > 2.433167
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC25 <= -0.02772866
    ->  class 1\|1  [0.983]

Rule 5/142: (56.4, lift 18.3)
    PC2 > 2.433167
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC47 <= -0.295758
    ->  class 1\|1  [0.983]

Rule 5/143: (54.6, lift 18.3)
    PC2 > 2.433167
    PC3 > 1.640775
    PC15 > -0.7574617
    PC16 > -0.8879908
    PC19 > -0.4057077
    PC39 > 0.009965414
    PC51 > -0.2646658
    ->  class 1\|1  [0.982]

Rule 5/144: (47.3, lift 18.2)
    PC2 > 2.433167
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC47 <= 1.119763
    PC87 > 0.2548311
    PC88 > -0.332183
    ->  class 1\|1  [0.980]

Rule 5/145: (57/0.3, lift 18.2)
    PC1 > -0.5890457
    PC2 <= 2.433167
    PC3 <= 0.775887
    PC5 > -5.491686
    PC7 > -5.653081
    PC9 <= 0.3700113
    PC10 > -0.6825619
    PC21 <= 0.9163498
    PC24 <= 0.09102268
    PC35 <= 0.174559
    PC43 > -1.318185
    PC66 <= 0.309032
    ->  class 1\|1  [0.979]

Rule 5/146: (42.8, lift 18.2)
    PC2 > 2.433167
    PC8 <= -3.622398
    PC16 <= -0.8879908
    ->  class 1\|1  [0.978]

Rule 5/147: (44.4, lift 18.2)
    PC2 > 2.433167
    PC3 > 1.640775
    PC15 > 0.5365294
    PC33 <= -0.545204
    ->  class 1\|1  [0.978]

Rule 5/148: (72.9/0.8, lift 18.1)
    PC1 > -0.3033008
    PC2 <= 0.7733353
    PC3 <= 0.775887
    PC6 > 6.346857
    PC19 > -0.6420646
    PC40 > -1.353911
    PC99 <= 1.56498
    ->  class 1\|1  [0.976]

Rule 5/149: (29.9, lift 18.0)
    PC2 > 2.433167
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC19 <= 0.2277115
    PC47 <= -0.2840592
    ->  class 1\|1  [0.969]

Rule 5/150: (103.1/2.5, lift 18.0)
    PC2 > 2.433167
    PC3 > 1.640775
    PC15 <= 2.462215
    PC16 <= -0.8879908
    PC47 <= 1.119763
    PC50 > 0.4534797
    ->  class 1\|1  [0.967]

Rule 5/151: (40.2/0.5, lift 17.9)
    PC1 > -0.5890457
    PC2 <= 2.433167
    PC3 <= 0.775887
    PC10 > 0.9597409
    PC19 > -0.6420646
    ->  class 1\|1  [0.964]

Rule 5/152: (24, lift 17.9)
    PC2 > 2.433167
    PC3 > 1.640775
    PC12 > -0.05653552
    PC16 <= -0.8879908
    ->  class 1\|1  [0.962]

Rule 5/153: (63.6/1.6, lift 17.9)
    PC2 > 2.433167
    PC3 > 1.640775
    PC15 <= 2.462215
    PC16 <= -0.8879908
    PC47 <= 1.119763
    PC88 <= -0.332183
    ->  class 1\|1  [0.961]

Rule 5/154: (29.6/0.3, lift 17.8)
    PC2 > 2.433167
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC19 <= 0.2277115
    PC47 <= 1.119763
    PC55 > 0.1319331
    PC88 > -0.332183
    ->  class 1\|1  [0.960]

Rule 5/155: (21.3, lift 17.8)
    PC2 > 2.433167
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC99 > 1.22902
    ->  class 1\|1  [0.957]

Rule 5/156: (20.9, lift 17.8)
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC18 > 0.7304769
    PC47 <= 1.119763
    ->  class 1\|1  [0.956]

Rule 5/157: (18.5, lift 17.7)
    PC2 > 2.433167
    PC3 > 1.640775
    PC15 <= 2.462215
    PC16 <= -0.8879908
    PC47 <= 1.119763
    PC77 > 0.6817007
    ->  class 1\|1  [0.951]

Rule 5/158: (15.8, lift 17.5)
    PC2 > -9.236844
    PC2 <= 2.433167
    PC6 <= -4.030584
    PC8 <= -0.2123148
    PC9 <= 0.3700113
    PC21 <= 0.9163498
    PC50 <= 0.5827398
    ->  class 1\|1  [0.944]

Rule 5/159: (15.8, lift 17.5)
    PC1 > -0.5890457
    PC3 <= 0.589895
    PC9 > 0.3700113
    PC11 > 0.8870341
    PC19 > -0.6420646
    PC96 <= 0.1793587
    ->  class 1\|1  [0.944]

Rule 5/160: (19.9/0.3, lift 17.5)
    PC1 <= -0.282883
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC19 <= 0.2277115
    ->  class 1\|1  [0.942]

Rule 5/161: (13, lift 17.3)
    PC2 > 2.433167
    PC3 > 1.640775
    PC15 <= 0.5365294
    PC16 <= -0.8879908
    PC19 <= 0.2277115
    ->  class 1\|1  [0.933]

Rule 5/162: (36.9/1.9, lift 17.2)
    PC2 <= 2.433167
    PC3 > 0.589895
    PC3 <= 0.775887
    PC6 <= 6.346857
    PC9 > 0.3700113
    PC96 <= 0.1793587
    ->  class 1\|1  [0.926]

Rule 5/163: (10.9, lift 17.1)
    PC2 <= 2.433167
    PC3 > 0.775887
    PC5 <= 5.305017
    PC16 > -0.1836496
    PC25 <= -0.05361462
    PC42 <= -0.5318255
    ->  class 1\|1  [0.922]

Rule 5/164: (12.9/0.3, lift 17.0)
    PC1 > -0.5890457
    PC2 <= 2.433167
    PC8 > -3.76792
    PC12 > 1.877867
    PC14 > -1.848832
    PC25 > -0.05361462
    PC42 <= -0.5318255
    ->  class 1\|1  [0.916]

Rule 5/165: (9.6, lift 17.0)
    PC1 > -0.5890457
    PC2 <= 2.433167
    PC3 <= 0.775887
    PC8 > -3.76792
    PC19 > -0.6420646
    PC42 > 1.932246
    ->  class 1\|1  [0.914]

Rule 5/166: (9.4, lift 16.9)
    PC1 > -0.5890457
    PC2 <= 2.433167
    PC3 <= 0.775887
    PC19 > -0.6420646
    PC47 > 2.192351
    ->  class 1\|1  [0.912]

Rule 5/167: (16.5/0.8, lift 16.8)
    PC3 > 1.640775
    PC6 <= -1.710813
    PC15 > -0.7574617
    PC16 > -0.8879908
    PC23 > 0.6688128
    ->  class 1\|1  [0.904]

Rule 5/168: (44.4/3.8, lift 16.7)
    PC2 > 2.433167
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC19 <= 0.2277115
    PC59 > 0.4615932
    ->  class 1\|1  [0.898]

Rule 5/169: (12.2/0.5, lift 16.6)
    PC1 > -0.5890457
    PC2 <= 2.433167
    PC3 <= 0.775887
    PC8 > -3.76792
    PC19 > -0.6420646
    PC90 > 0.8516738
    ->  class 1\|1  [0.892]

Rule 5/170: (9.5/0.3, lift 16.5)
    PC1 > -0.5890457
    PC2 <= 2.433167
    PC11 <= 2.631452
    PC16 <= -0.1836496
    PC29 > 0.3369401
    PC68 > -2.002274
    PC85 <= -0.5124825
    ->  class 1\|1  [0.890]

Rule 5/171: (5.9, lift 16.2)
    PC2 > 2.433167
    PC3 > 1.640775
    PC15 > -0.7574617
    PC93 <= -1.031247
    ->  class 1\|1  [0.873]

Rule 5/172: (25.2/2.9, lift 15.9)
    PC1 > -0.3033008
    PC3 <= 0.775887
    PC9 > 0.3700113
    PC11 <= 0.8870341
    PC96 <= 0.1793587
    PC98 > 0.2313149
    ->  class 1\|1  [0.855]

Rule 5/173: (27.6/3.7, lift 15.6)
    PC2 <= 2.433167
    PC5 > 5.305017
    PC82 <= -0.7867185
    ->  class 1\|1  [0.841]

Rule 5/174: (17.1/2.3, lift 15.4)
    PC1 > -0.5890457
    PC1 <= -0.3033008
    PC2 <= 2.433167
    PC9 > 0.3700113
    ->  class 1\|1  [0.829]

Rule 5/175: (147.4/26, lift 15.2)
    PC2 > 2.433167
    PC3 > 1.640775
    PC15 > 0.5349724
    PC23 <= 0.6688128
    PC64 <= -0.09168406
    ->  class 1\|1  [0.819]

Rule 5/176: (26.5/4.9, lift 14.8)
    PC1 > -0.5890457
    PC2 <= 2.433167
    PC3 <= 0.775887
    PC11 <= 0.8870341
    PC42 <= 1.932246
    PC54 > 2.085783
    PC96 <= 0.1793587
    ->  class 1\|1  [0.794]

Rule 5/177: (11.7/2.6, lift 13.7)
    PC1 > -0.5890457
    PC2 <= 2.433167
    PC3 <= 0.775887
    PC10 > -0.6825619
    PC13 > 0.3615772
    PC43 > -1.318185
    ->  class 1\|1  [0.737]

Rule 5/178: (29/10.3, lift 11.8)
    PC2 <= 2.433167
    PC3 > 0.775887
    PC5 <= 5.305017
    PC7 <= -4.564553
    PC14 > -1.848832
    PC16 > -0.1836496
    ->  class 1\|1  [0.634]

Rule 5/179: (43.3/24.1, lift 8.3)
    PC3 > 0.775887
    PC14 <= -1.848832
    PC16 > -0.1836496
    ->  class 1\|1  [0.446]

Rule 5/180: (184.7/0.3, lift 16.3)
    PC2 > 2.433167
    PC6 <= -1.710813
    PC15 > -0.7574617
    PC15 <= 0.5349724
    PC16 > -0.8879908
    PC23 <= 0.6688128
    PC39 <= 0.009965414
    PC93 > -1.031247
    ->  class 1\|2  [0.993]

Rule 5/181: (109.3/0.3, lift 16.3)
    PC2 > 2.433167
    PC3 > 1.640775
    PC15 > -0.7574617
    PC16 > -0.8879908
    PC23 <= 0.6688128
    PC39 <= 0.009965414
    PC64 > -0.09168406
    ->  class 1\|2  [0.989]

Rule 5/182: (76.1, lift 16.2)
    PC2 > 2.433167
    PC3 > 1.640775
    PC15 <= -0.7574617
    PC32 <= 0.1903198
    PC38 <= 0.1873272
    PC46 > -1.441762
    ->  class 1\|2  [0.987]

Rule 5/183: (57.7, lift 16.2)
    PC2 <= 2.433167
    PC3 > 0.775887
    PC42 > -0.5318255
    PC53 <= 1.054723
    PC84 > 0.5271546
    ->  class 1\|2  [0.983]

Rule 5/184: (58.8/0.3, lift 16.1)
    PC1 > -0.5890457
    PC2 <= 2.433167
    PC3 <= 0.775887
    PC9 <= 0.3700113
    PC13 <= -0.03395761
    PC43 <= -1.318185
    ->  class 1\|2  [0.979]

Rule 5/185: (45.8, lift 16.1)
    PC1 > -0.5890457
    PC2 <= 2.433167
    PC8 > -3.76792
    PC16 > -0.1836496
    PC42 > -0.5318255
    PC98 <= -0.7726843
    ->  class 1\|2  [0.979]

Rule 5/186: (38.8, lift 16.0)
    PC3 > 0.775887
    PC10 > -0.6825619
    PC19 <= 2.850371
    PC85 > -0.5124825
    PC99 > 1.762854
    ->  class 1\|2  [0.976]

Rule 5/187: (26.8, lift 15.9)
    PC1 > -0.5890457
    PC2 <= 2.433167
    PC8 <= -3.76792
    PC70 <= -0.571225
    ->  class 1\|2  [0.965]

Rule 5/188: (23.6, lift 15.8)
    PC3 > 0.775887
    PC10 > -0.6825619
    PC11 > 2.631452
    PC14 <= 1.817043
    PC16 <= -0.1836496
    ->  class 1\|2  [0.961]

Rule 5/189: (56.6/1.9, lift 15.6)
    PC3 <= 0.775887
    PC5 <= -5.491686
    PC9 <= 0.3700113
    ->  class 1\|2  [0.951]

Rule 5/190: (18.9/0.3, lift 15.5)
    PC2 <= 2.433167
    PC3 > 0.775887
    PC10 > -0.6825619
    PC16 <= -0.1836496
    PC17 <= 0.2834354
    PC19 <= 2.850371
    PC68 > -2.002274
    PC85 > -0.5124825
    PC92 > 0.3483158
    ->  class 1\|2  [0.940]

Rule 5/191: (28.8/1.9, lift 14.9)
    PC2 <= 2.433167
    PC3 > 0.775887
    PC10 > -0.6825619
    PC14 <= 1.817043
    PC16 <= -0.1836496
    PC44 <= -0.8625963
    ->  class 1\|2  [0.907]

Rule 5/192: (9.8/1, lift 13.6)
    PC2 > 2.433167
    PC3 > 1.640775
    PC16 > -0.8879908
    PC19 <= -0.4057077
    PC39 > 0.009965414
    ->  class 1\|2  [0.827]

Rule 5/193: (54.2/10.1, lift 13.2)
    PC1 > -0.5890457
    PC2 <= 2.433167
    PC10 <= -0.6825619
    PC50 <= -0.5267128
    ->  class 1\|2  [0.802]

Rule 5/194: (2.6, lift 12.9)
    PC3 <= 0.775887
    PC7 <= -5.653081
    PC10 > -0.6825619
    ->  class 1\|2  [0.783]

Rule 5/195: (100/26.1, lift 12.1)
    PC1 > -0.5890457
    PC2 <= 2.433167
    PC9 > 0.3700113
    PC19 <= -0.6420646
    ->  class 1\|2  [0.734]

Rule 5/196: (1745.5/844, lift 8.5)
    PC3 > 0.775887
    PC10 > -0.6825619
    PC14 > -1.848832
    PC16 > -0.1836496
    ->  class 1\|2  [0.516]

Rule 5/197: (135.6, lift 15.6)
    PC2 <= 2.433167
    PC3 > 0.775887
    PC5 > -5.826404
    PC5 <= 5.305017
    PC11 > -1.446019
    PC16 > -0.1836496
    PC42 > -0.5318255
    PC50 > -0.3837287
    PC53 <= 1.054723
    PC84 <= 0.5271546
    PC87 <= -0.06193828
    PC98 > -0.7726843
    PC100 > -1.181732
    ->  class 1\|3  [0.993]

Rule 5/198: (256.9/1.9, lift 15.5)
    PC2 <= 2.433167
    PC3 > 0.775887
    PC4 <= 0.7412579
    PC11 > -1.446019
    PC16 > -0.1836496
    PC42 > -0.1119882
    PC47 <= 1.403853
    PC50 <= -0.3837287
    PC60 > -0.863675
    PC84 <= 0.5271546
    PC98 > -0.7726843
    ->  class 1\|3  [0.989]

Rule 5/199: (82.7/1, lift 15.3)
    PC2 <= 2.433167
    PC3 > 0.775887
    PC5 <= 5.305017
    PC7 > -4.564553
    PC13 > -0.3771972
    PC16 > -0.1836496
    PC40 <= 0.004228344
    PC42 > -0.5318255
    PC50 > -0.3837287
    PC53 <= 1.054723
    PC98 > -0.7726843
    ->  class 1\|3  [0.976]

Rule 5/200: (157/3.1, lift 15.3)
    PC2 > 2.433167
    PC3 > 1.640775
    PC15 <= -0.7574617
    PC27 <= 0.4645678
    PC38 > 0.1873272
    ->  class 1\|3  [0.974]

Rule 5/201: (33.7, lift 15.2)
    PC2 <= 2.433167
    PC3 > 0.775887
    PC5 <= 5.305017
    PC11 > -1.446019
    PC13 > -0.3771972
    PC16 > -0.1836496
    PC42 > -0.5318255
    PC84 <= -0.4729384
    PC98 > -0.7726843
    ->  class 1\|3  [0.972]

Rule 5/202: (37.3/0.3, lift 15.2)
    PC2 <= 2.433167
    PC3 > 0.775887
    PC3 <= 0.9762403
    PC4 <= 0.7412579
    PC16 > -0.1836496
    PC42 > -0.5318255
    PC87 > -0.06193828
    ->  class 1\|3  [0.968]

Rule 5/203: (78/1.8, lift 15.1)
    PC2 > 2.433167
    PC3 > 1.640775
    PC15 <= -0.7574617
    PC32 > 0.1903198
    ->  class 1\|3  [0.965]

Rule 5/204: (25.9/0.5, lift 14.8)
    PC3 > 0.775887
    PC10 > -0.6825619
    PC14 > 1.817043
    PC16 <= -0.1836496
    ->  class 1\|3  [0.945]

Rule 5/205: (14, lift 14.7)
    PC2 <= 2.433167
    PC3 > 0.775887
    PC5 <= 5.305017
    PC42 <= -0.5318255
    PC80 <= -1.360059
    ->  class 1\|3  [0.937]

Rule 5/206: (13.9, lift 14.7)
    PC3 > 0.775887
    PC5 <= 5.305017
    PC11 <= -1.446019
    PC14 > -0.7315499
    PC16 > -0.1836496
    ->  class 1\|3  [0.937]

Rule 5/207: (50.2/3.1, lift 14.4)
    PC3 > 0.775887
    PC5 <= 5.305017
    PC11 > -1.446019
    PC11 <= -1.260302
    PC53 <= 1.054723
    PC98 > -0.7726843
    ->  class 1\|3  [0.921]

Rule 5/208: (19.9/0.8, lift 14.4)
    PC3 > 0.775887
    PC5 <= 5.305017
    PC11 <= -1.446019
    PC16 > -0.1836496
    PC65 > 0.2479686
    PC88 > 0.06140692
    ->  class 1\|3  [0.919]

Rule 5/209: (9.4, lift 14.3)
    PC3 > 0.775887
    PC5 <= 5.305017
    PC23 > 2.792939
    PC65 > 0.2479686
    ->  class 1\|3  [0.912]

Rule 5/210: (7.2, lift 14.0)
    PC1 > -0.5890457
    PC2 <= 2.433167
    PC5 <= 5.305017
    PC11 <= -1.446019
    PC51 > 0.2491053
    PC65 > 0.2479686
    ->  class 1\|3  [0.891]

Rule 5/211: (45.5/4.7, lift 13.8)
    PC2 > 2.433167
    PC3 > 1.640775
    PC6 > -1.710813
    PC16 > -0.8879908
    PC39 <= 0.009965414
    ->  class 1\|3  [0.880]

Rule 5/212: (3.8, lift 12.9)
    PC3 > 0.775887
    PC16 > -0.1836496
    PC98 > -0.7726843
    PC98 <= -0.7400265
    ->  class 1\|3  [0.826]

Rule 5/213: (96.7/18.2, lift 12.6)
    PC1 > -0.5890457
    PC2 <= 2.433167
    PC9 <= 0.3700113
    PC10 > -0.6825619
    PC13 > -0.03395761
    PC43 <= -1.318185
    ->  class 1\|3  [0.806]

Rule 5/214: (63.6/16.8, lift 11.4)
    PC3 > 0.775887
    PC10 > -0.6825619
    PC16 > -2.732392
    PC16 <= -0.1836496
    PC68 <= -2.002274
    ->  class 1\|3  [0.728]

Rule 5/215: (775.6/330.9, lift 9.0)
    PC1 > -0.5890457
    PC2 <= 2.433167
    PC8 > -3.76792
    PC10 <= -0.6825619
    PC31 > 0.06491774
    PC50 > -0.5267128
    PC94 <= 0.09293605
    ->  class 1\|3  [0.573]

Rule 5/216: (562.7/0.3, lift 13.2)
    PC8 > 2.595427
    PC19 <= -0.03561153
    PC21 > -0.248798
    PC32 > -0.09435069
    PC36 <= 0.347074
    PC42 > -0.3007106
    PC59 <= 0.3014351
    PC60 > -0.5047136
    PC63 <= 0.1868706
    ->  class 2\|0  [0.998]

Rule 5/217: (369.6, lift 13.2)
    PC8 > 2.595427
    PC11 > -0.9337804
    PC21 > -0.248798
    PC32 > -0.09435069
    PC42 > -0.3007106
    PC60 > -0.5047136
    PC63 <= 0.1868706
    PC67 > -0.2145332
    PC88 <= 0.1606065
    ->  class 2\|0  [0.997]

Rule 5/218: (71.7, lift 13.1)
    PC1 > -0.5890457
    PC8 > -3.76792
    PC9 <= 0.3700113
    PC13 <= 0.3615772
    PC21 > 0.9163498
    PC59 <= 0.2375646
    ->  class 2\|0  [0.986]

Rule 5/219: (59.9, lift 13.0)
    PC1 > -0.5890457
    PC2 <= 2.433167
    PC3 <= 0.775887
    PC9 <= 0.3700113
    PC13 <= 0.3615772
    PC21 > 0.9163498
    PC63 <= -0.08586506
    ->  class 2\|0  [0.984]

Rule 5/220: (189.7/2.5, lift 13.0)
    PC1 <= -0.5890457
    PC8 > -0.2057522
    PC10 <= -0.1320915
    PC19 <= -1.411342
    PC54 > -1.136024
    PC73 <= 0.4342559
    ->  class 2\|0  [0.982]

Rule 5/221: (29.2, lift 12.8)
    PC1 > -0.5890457
    PC2 <= 2.433167
    PC3 <= 0.775887
    PC13 <= 0.3615772
    PC21 > 0.9163498
    PC65 > 0.9948497
    ->  class 2\|0  [0.968]

Rule 5/222: (45.2/0.8, lift 12.8)
    PC8 > 2.595427
    PC15 <= -2.069242
    PC21 > -0.248798
    ->  class 2\|0  [0.962]

Rule 5/223: (573.5/21.9, lift 12.7)
    PC1 <= -0.5890457
    PC8 > 2.595427
    PC11 > -0.9337804
    PC16 <= 0.6341237
    PC19 <= -0.3238951
    PC21 > -0.248798
    PC70 <= -0.03741665
    PC71 <= 0.9127713
    PC82 <= 0.5419859
    ->  class 2\|0  [0.960]

Rule 5/224: (20.1, lift 12.7)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC8 > -0.2057522
    PC8 <= 2.595427
    PC10 <= -0.1320915
    PC73 > 0.4342559
    ->  class 2\|0  [0.955]

Rule 5/225: (588.8/37, lift 12.4)
    PC8 > 2.595427
    PC11 > -0.9337804
    PC16 <= 0.6341237
    PC21 > -0.248798
    PC23 <= 0.1995347
    PC34 <= 0.9708664
    PC46 <= 1.244628
    PC60 > -0.5047136
    PC68 > -2.476314
    PC70 <= 0.155108
    PC71 <= 0.9127713
    PC73 <= 0.433028
    ->  class 2\|0  [0.936]

Rule 5/226: (42.9/2.1, lift 12.3)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC8 > -0.2057522
    PC8 <= 2.595427
    PC28 <= 0.08376142
    PC31 <= -0.2166641
    PC37 <= 0.03817603
    PC44 > 0.6070068
    ->  class 2\|0  [0.930]

Rule 5/227: (45.2/3.4, lift 12.0)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC8 > -0.2057522
    PC8 <= 2.595427
    PC10 <= -0.1320915
    PC32 <= 1.303632
    PC54 <= -1.136024
    PC92 <= 0.3629796
    ->  class 2\|0  [0.906]

Rule 5/228: (385.3/55.2, lift 11.3)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC8 > -0.2057522
    PC10 <= -0.1320915
    PC32 > 1.303632
    ->  class 2\|0  [0.855]

Rule 5/229: (4.8, lift 11.3)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC8 > -0.2057522
    PC43 <= -0.3795367
    PC44 > 0.6070068
    ->  class 2\|0  [0.852]

Rule 5/230: (20.3/6.4, lift 8.8)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC8 > -0.2057522
    PC10 > -0.1320915
    PC11 > -2.089843
    PC24 <= 0.9605203
    PC31 > -0.2166641
    PC44 > 0.6070068
    PC79 > 0.158768
    ->  class 2\|0  [0.667]

Rule 5/231: (133.2, lift 9.9)
    PC1 <= -0.5890457
    PC8 > 2.595427
    PC21 <= -0.248798
    PC22 > -1.120517
    ->  class 2\|1  [0.993]

Rule 5/232: (100.5, lift 9.8)
    PC1 <= -0.5890457
    PC3 > -1.571875
    PC8 > -0.2057522
    PC8 <= 2.595427
    PC10 > -0.1320915
    PC53 <= -1.324708
    PC68 <= 1.367021
    ->  class 2\|1  [0.990]

Rule 5/233: (137.7/0.5, lift 9.8)
    PC1 <= -0.5890457
    PC8 > 2.595427
    PC19 > -0.03561153
    PC88 > 0.1606065
    ->  class 2\|1  [0.989]

Rule 5/234: (80.9, lift 9.8)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC8 > -0.2057522
    PC8 <= 2.595427
    PC10 > -0.1320915
    PC32 > 1.053505
    PC92 <= 0.4178481
    ->  class 2\|1  [0.988]

Rule 5/235: (82.3, lift 9.8)
    PC1 <= -0.5890457
    PC8 > 2.595427
    PC11 <= -0.9337804
    ->  class 2\|1  [0.988]

Rule 5/236: (68.7, lift 9.8)
    PC1 <= -0.5890457
    PC8 > 2.595427
    PC32 <= -0.09435069
    PC46 > 1.244628
    ->  class 2\|1  [0.986]

Rule 5/237: (54.1, lift 9.8)
    PC1 > -0.5890457
    PC10 > -0.6825619
    PC13 <= 0.3615772
    PC21 > 0.9163498
    PC59 > 0.2375646
    PC63 > -0.08586506
    PC65 <= 0.9948497
    ->  class 2\|1  [0.982]

Rule 5/238: (75.5/0.5, lift 9.7)
    PC1 <= -0.5890457
    PC8 > 2.595427
    PC36 <= 0.347074
    PC70 > 0.155108
    PC73 <= 0.433028
    ->  class 2\|1  [0.980]

Rule 5/239: (200.7/3.2, lift 9.7)
    PC1 <= -0.5890457
    PC8 > 2.595427
    PC15 > -2.069242
    PC21 > -0.248798
    PC60 <= -0.5047136
    PC69 <= 0.3446607
    PC70 > -0.03741665
    ->  class 2\|1  [0.979]

Rule 5/240: (58.4/0.3, lift 9.7)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC8 > -0.2057522
    PC12 > -2.916569
    PC32 <= 1.053505
    PC44 <= 0.6070068
    PC88 <= -0.507089
    ->  class 2\|1  [0.979]

Rule 5/241: (226.7/4, lift 9.7)
    PC1 <= -0.5890457
    PC8 > 1.287458
    PC8 <= 2.595427
    PC10 > -0.1320915
    PC12 > -2.916569
    PC20 <= 0.1545295
    PC44 <= 0.6070068
    PC59 > -0.5757471
    PC61 <= 1.54535
    ->  class 2\|1  [0.978]

Rule 5/242: (44.2, lift 9.7)
    PC1 <= -0.5890457
    PC8 > -0.2057522
    PC26 <= -3.187758
    PC32 <= 1.053505
    ->  class 2\|1  [0.978]

Rule 5/243: (106.4/1.9, lift 9.7)
    PC8 > -0.2057522
    PC8 <= 2.595427
    PC10 > -0.1320915
    PC12 > -2.916569
    PC21 > 1.912971
    ->  class 2\|1  [0.973]

Rule 5/244: (74.6/1, lift 9.7)
    PC1 <= -0.5890457
    PC8 > 2.595427
    PC21 > -0.248798
    PC23 > 0.1995347
    PC32 <= -0.09435069
    ->  class 2\|1  [0.973]

Rule 5/245: (29.8, lift 9.6)
    PC1 <= -0.5890457
    PC8 > -0.2057522
    PC8 <= 2.595427
    PC19 <= -2.317307
    PC44 <= 0.6070068
    ->  class 2\|1  [0.969]

Rule 5/246: (29.9, lift 9.6)
    PC1 > -0.5890457
    PC2 <= 2.433167
    PC3 <= 0.775887
    PC5 > -5.491686
    PC8 > -0.2123148
    PC9 <= 0.3700113
    PC10 > -0.6825619
    PC21 <= 0.9163498
    PC24 > 0.09102268
    PC43 > -1.318185
    PC75 <= 0.8519075
    ->  class 2\|1  [0.969]

Rule 5/247: (148.4/4.3, lift 9.6)
    PC1 <= -0.5890457
    PC8 > 2.595427
    PC19 > -0.3238951
    PC60 <= -0.5047136
    ->  class 2\|1  [0.964]

Rule 5/248: (32.4/0.3, lift 9.6)
    PC1 <= -0.5890457
    PC8 > 2.595427
    PC36 > 0.347074
    PC63 <= 0.1868706
    ->  class 2\|1  [0.963]

Rule 5/249: (24.9, lift 9.6)
    PC2 <= -9.236844
    PC8 <= -0.2123148
    PC9 <= 0.3700113
    ->  class 2\|1  [0.963]

Rule 5/250: (242.8/8.3, lift 9.6)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC8 > -0.2057522
    PC8 <= 2.595427
    PC10 <= -0.1320915
    PC19 > -1.411342
    PC32 <= 1.303632
    PC54 > -1.136024
    PC69 <= 0.1529557
    PC77 > -0.5231497
    PC92 <= 0.3629796
    ->  class 2\|1  [0.962]

Rule 5/251: (23.7, lift 9.6)
    PC2 <= 2.433167
    PC28 > 0.1440859
    PC95 > 1.170255
    ->  class 2\|1  [0.961]

Rule 5/252: (22.2, lift 9.5)
    PC2 <= 2.433167
    PC8 > -2.62821
    PC43 <= -1.50497
    PC48 > 1.269978
    ->  class 2\|1  [0.959]

Rule 5/253: (33.7/0.5, lift 9.5)
    PC1 <= -0.5890457
    PC8 > 2.595427
    PC32 <= -0.09435069
    PC60 > -0.5047136
    PC73 > 0.433028
    ->  class 2\|1  [0.957]

Rule 5/254: (20.8, lift 9.5)
    PC1 <= -0.5890457
    PC8 > 2.595427
    PC71 > 0.9127713
    ->  class 2\|1  [0.956]

Rule 5/255: (25.6/0.3, lift 9.5)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC8 > -2.62821
    PC28 <= -0.1979612
    PC57 <= -0.100883
    ->  class 2\|1  [0.954]

Rule 5/256: (80.4/3.1, lift 9.4)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC8 > -0.2057522
    PC34 > 0.9708664
    ->  class 2\|1  [0.950]

Rule 5/257: (17.8, lift 9.4)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC8 > -2.62821
    PC43 <= -1.50497
    PC54 <= -2.676949
    PC100 <= 3.246085
    ->  class 2\|1  [0.950]

Rule 5/258: (16.1, lift 9.4)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC8 > -0.2057522
    PC20 > 0.1545295
    PC27 <= -0.7269049
    ->  class 2\|1  [0.945]

Rule 5/259: (48.9/1.8, lift 9.4)
    PC1 <= -0.5890457
    PC8 > 2.595427
    PC60 > -0.5047136
    PC63 > 0.1868706
    ->  class 2\|1  [0.944]

Rule 5/260: (236.3/13.4, lift 9.3)
    PC1 <= -0.5890457
    PC3 > -1.571875
    PC6 <= 1.281728
    PC8 > -0.2057522
    PC8 <= 2.595427
    PC9 > -2.879268
    PC10 > -0.1320915
    PC12 > -2.916569
    PC12 <= 2.276712
    PC20 <= 0.1545295
    PC31 > -1.020629
    PC39 <= 0.6850426
    PC44 <= 0.6070068
    PC53 <= 0.732592
    PC59 > -0.5757471
    PC60 <= 1.228063
    PC61 <= 1.54535
    PC63 <= 0.1995853
    PC68 <= 1.367021
    PC87 <= 2.989131
    ->  class 2\|1  [0.940]

Rule 5/261: (30.9/1.6, lift 9.2)
    PC1 <= -0.5890457
    PC8 > 2.595427
    PC32 > -0.09435069
    PC42 <= -0.3007106
    ->  class 2\|1  [0.922]

Rule 5/262: (43.4/2.9, lift 9.1)
    PC1 <= -0.5890457
    PC8 > 2.595427
    PC16 > 0.6341237
    ->  class 2\|1  [0.915]

Rule 5/263: (44.7/3.1, lift 9.1)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC3 <= -1.571875
    PC8 > -0.2057522
    PC8 <= 2.595427
    PC44 <= 0.6070068
    PC68 <= 1.367021
    ->  class 2\|1  [0.912]

Rule 5/264: (81.2/6.6, lift 9.0)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC8 > -0.2057522
    PC12 > -2.916569
    PC20 > 0.1545295
    PC23 <= 1.9903
    PC37 > -0.2784512
    PC59 > 0.4961028
    ->  class 2\|1  [0.909]

Rule 5/265: (14.5/1.3, lift 8.6)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC8 > -0.5962217
    PC8 <= -0.2057522
    PC43 > -1.50497
    PC57 > -0.100883
    PC77 <= 2.311802
    PC94 > 0.3633463
    PC95 <= 1.170255
    ->  class 2\|1  [0.861]

Rule 5/266: (89.7/13.1, lift 8.4)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC8 > -0.2057522
    PC10 > -0.1320915
    PC12 > -2.916569
    PC20 > 0.1545295
    PC23 <= 1.9903
    PC30 <= -0.07971685
    PC44 <= 0.6070068
    ->  class 2\|1  [0.846]

Rule 5/267: (274.7/113, lift 5.8)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC8 > -0.2057522
    PC8 <= 2.595427
    PC10 > -0.1320915
    PC44 > 0.6070068
    ->  class 2\|1  [0.588]

Rule 5/268: (331.8/0.5, lift 10.6)
    PC1 <= -0.5890457
    PC2 > -9.063782
    PC2 <= 2.433167
    PC8 > -2.62821
    PC8 <= -0.2057522
    PC9 > -4.402143
    PC32 <= 1.546562
    PC57 <= -0.100883
    PC64 > 0.03916697
    PC90 > -0.6953092
    PC100 <= 1.694908
    ->  class 2\|2  [0.995]

Rule 5/269: (108.2/0.3, lift 10.6)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC8 > -2.62821
    PC8 <= -0.5962217
    PC32 <= 0.5030831
    PC45 <= 0.221448
    PC56 > 0.1827861
    PC75 > 0.2045518
    PC100 <= 3.246085
    ->  class 2\|2  [0.989]

Rule 5/270: (91.6/0.5, lift 10.5)
    PC2 <= 2.433167
    PC5 > 0.1581358
    PC8 > -2.62821
    PC8 <= -0.2057522
    PC15 > -0.8904131
    PC28 <= 0.1440859
    PC32 <= 1.577389
    PC95 > 1.170255
    PC100 <= 3.246085
    ->  class 2\|2  [0.984]

Rule 5/271: (73.6/0.3, lift 10.5)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC8 > -0.2057522
    PC19 > -2.317307
    PC23 > 1.9903
    PC32 <= 1.053505
    ->  class 2\|2  [0.983]

Rule 5/272: (60.1/0.3, lift 10.5)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC8 > -2.62821
    PC8 <= -0.2057522
    PC21 <= -1.146495
    PC32 <= 0.5030831
    PC45 <= 0.221448
    PC75 > 0.2045518
    ->  class 2\|2  [0.980]

Rule 5/273: (160.1/2.8, lift 10.4)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC3 > -1.571875
    PC8 > -0.2057522
    PC8 <= 2.595427
    PC19 > -2.317307
    PC20 > 0.1545295
    PC27 > -0.7269049
    PC37 <= -0.2784512
    PC53 > -1.324708
    ->  class 2\|2  [0.977]

Rule 5/274: (59.3/0.5, lift 10.4)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC8 > -2.62821
    PC24 > 0.6721288
    PC57 > -0.100883
    PC75 > 0.2045518
    ->  class 2\|2  [0.975]

Rule 5/275: (85/1.3, lift 10.4)
    PC1 <= -0.5890457
    PC8 > -0.2057522
    PC8 <= 2.595427
    PC10 > -0.1320915
    PC12 <= -2.916569
    PC26 > -3.187758
    PC32 <= 1.053505
    PC44 <= 0.6070068
    ->  class 2\|2  [0.974]

Rule 5/276: (34.5, lift 10.4)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC3 > -1.571875
    PC8 > -0.2057522
    PC8 <= 2.595427
    PC19 > -2.317307
    PC21 <= 1.912971
    PC61 > 1.54535
    PC88 > -0.507089
    ->  class 2\|2  [0.973]

Rule 5/277: (33.3/0.3, lift 10.3)
    PC2 <= 2.433167
    PC8 <= -0.2057522
    PC31 <= 1.244208
    PC56 <= -1.552383
    PC85 <= -0.4751406
    ->  class 2\|2  [0.964]

Rule 5/278: (81.6/2.1, lift 10.3)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC8 > -1.225654
    PC8 <= -0.2057522
    PC16 <= -0.2072645
    PC18 > -0.4440501
    PC19 > -4.045866
    PC32 <= 1.577389
    ->  class 2\|2  [0.962]

Rule 5/279: (400.5/15.5, lift 10.3)
    PC1 <= -0.5890457
    PC2 > -9.063782
    PC2 <= 2.433167
    PC6 <= 7.141766
    PC8 > -2.62821
    PC8 <= -0.2057522
    PC9 > -4.402143
    PC32 <= 1.546562
    PC51 > -0.1145023
    PC57 <= -0.100883
    PC60 <= 0.001931978
    PC81 <= 0.4810416
    PC90 > -0.6953092
    PC100 <= 1.694908
    ->  class 2\|2  [0.959]

Rule 5/280: (21.6, lift 10.2)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC3 > -1.571875
    PC8 > -0.2057522
    PC8 <= 1.287458
    PC20 <= 0.1545295
    PC21 <= 1.912971
    PC32 <= 1.053505
    PC53 > 0.732592
    PC68 <= 1.367021
    ->  class 2\|2  [0.958]

Rule 5/281: (94.5/3.2, lift 10.2)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC8 > -2.62821
    PC8 <= -0.2057522
    PC40 <= -0.8195521
    PC75 > 0.2045518
    PC95 <= 1.170255
    PC99 <= 1.25466
    ->  class 2\|2  [0.957]

Rule 5/282: (184.6/6.9, lift 10.2)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC8 > -2.62821
    PC8 <= -0.2057522
    PC43 <= -1.50497
    PC45 <= 0.4667475
    PC48 <= 1.269978
    PC54 > -2.676949
    PC62 > -4.324138
    PC72 <= 15.48027
    ->  class 2\|2  [0.957]

Rule 5/283: (20.8, lift 10.2)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC3 > -1.571875
    PC8 > -0.2057522
    PC8 <= 2.595427
    PC32 <= 1.053505
    PC44 <= 0.6070068
    PC53 > -1.324708
    PC58 > -0.9523199
    PC60 > 1.228063
    ->  class 2\|2  [0.956]

Rule 5/284: (19.4, lift 10.2)
    PC1 <= -0.5890457
    PC8 > -1.225654
    PC8 <= -0.5962217
    PC18 > -0.4440501
    PC19 > -4.045866
    PC57 > -0.100883
    PC57 <= -0.04728599
    ->  class 2\|2  [0.953]

Rule 5/285: (64.7/2.1, lift 10.2)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC8 > -1.225654
    PC8 <= -0.2057522
    PC14 > 1.58628
    PC75 <= 0.2045518
    PC95 <= 1.170255
    ->  class 2\|2  [0.953]

Rule 5/286: (19.3, lift 10.2)
    PC2 <= 2.433167
    PC3 > -1.571875
    PC8 <= 1.287458
    PC10 > -0.1320915
    PC20 <= 0.1545295
    PC21 <= 1.912971
    PC32 <= 1.053505
    PC39 > 0.6850426
    PC59 > -0.5757471
    PC68 <= 1.367021
    ->  class 2\|2  [0.953]

Rule 5/287: (29.1/0.5, lift 10.2)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC8 > -2.62821
    PC38 > -1.641967
    PC50 <= -0.877485
    PC62 > -1.202249
    PC75 > 0.2045518
    ->  class 2\|2  [0.951]

Rule 5/288: (17.5, lift 10.1)
    PC1 <= -0.5890457
    PC3 > -1.571875
    PC8 > -0.2057522
    PC8 <= 1.287458
    PC12 > 2.276712
    PC44 <= 0.6070068
    PC53 > -1.324708
    PC63 <= 0.1995853
    ->  class 2\|2  [0.949]

Rule 5/289: (124.1/6, lift 10.1)
    PC1 <= -0.5890457
    PC6 > 1.281728
    PC8 > -0.2057522
    PC8 <= 1.287458
    PC10 > -0.1320915
    PC21 <= 1.912971
    ->  class 2\|2  [0.945]

Rule 5/290: (14.1, lift 10.0)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC8 > -2.62821
    PC8 <= -0.5962217
    PC21 > -1.146495
    PC32 <= 0.5030831
    PC36 > 0.5487258
    PC75 > 0.2045518
    ->  class 2\|2  [0.938]

Rule 5/291: (68.3/3.4, lift 10.0)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC8 > -2.62821
    PC8 <= -0.2057522
    PC25 > 0.1849871
    PC32 <= 0.5030831
    PC45 <= 0.221448
    PC75 > 0.2045518
    ->  class 2\|2  [0.938]

Rule 5/292: (12.9, lift 10.0)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC8 > -2.62821
    PC8 <= -0.2057522
    PC32 <= 0.5030831
    PC54 > 1.332712
    PC62 > -1.202249
    PC75 > 0.2045518
    ->  class 2\|2  [0.933]

Rule 5/293: (10.8, lift 9.9)
    PC1 <= -0.5890457
    PC8 <= -2.62821
    PC31 > 1.244208
    PC39 > 0.266601
    PC46 <= 0.4310211
    ->  class 2\|2  [0.922]

Rule 5/294: (9.8, lift 9.8)
    PC1 > -0.5890457
    PC3 <= 0.775887
    PC6 > -4.030584
    PC8 <= -0.2123148
    PC10 > -0.6825619
    PC24 > 0.09102268
    PC41 > 0.6103151
    PC67 > -0.404483
    ->  class 2\|2  [0.915]

Rule 5/295: (10.8/0.3, lift 9.6)
    PC1 <= -0.5890457
    PC8 > -2.62821
    PC8 <= -0.5962217
    PC45 <= 0.221448
    PC62 > -1.202249
    PC62 <= -0.9711971
    PC75 > 0.2045518
    ->  class 2\|2  [0.902]

Rule 5/296: (295.3/28.9, lift 9.6)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC3 > -1.571875
    PC8 > -0.2057522
    PC8 <= 2.595427
    PC19 > -2.317307
    PC20 > 0.1545295
    PC27 > -0.7269049
    PC30 > -0.07971685
    PC44 <= 0.6070068
    PC58 > -0.9523199
    PC59 <= 0.4961028
    ->  class 2\|2  [0.899]

Rule 5/297: (6.9, lift 9.5)
    PC1 <= -0.5890457
    PC8 > 2.595427
    PC21 <= -0.248798
    PC22 <= -1.120517
    ->  class 2\|2  [0.888]

Rule 5/298: (6.4, lift 9.4)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC8 > -0.2057522
    PC10 <= -0.1320915
    PC20 > 0.224894
    ->  class 2\|2  [0.882]

Rule 5/299: (10.8/0.5, lift 9.4)
    PC1 <= -0.5890457
    PC3 > -1.571875
    PC8 > -0.2057522
    PC8 <= 1.287458
    PC9 <= -2.879268
    PC44 <= 0.6070068
    ->  class 2\|2  [0.881]

Rule 5/300: (72.1/8.2, lift 9.4)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC8 > -0.5962217
    PC8 <= -0.2057522
    PC18 > -0.4440501
    PC38 > -0.1959764
    PC43 > -1.50497
    PC94 <= 0.3633463
    PC99 <= 1.25466
    ->  class 2\|2  [0.875]

Rule 5/301: (63.5/7.8, lift 9.3)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC8 > -2.62821
    PC8 <= -0.5962217
    PC29 <= 0.2709426
    PC40 > -0.8195521
    PC45 > 0.221448
    PC57 > -0.100883
    PC62 > -1.202249
    PC75 > 0.2045518
    PC95 <= 1.170255
    PC99 <= 1.25466
    ->  class 2\|2  [0.866]

Rule 5/302: (147.6/21.9, lift 9.1)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC8 <= -0.2057522
    PC46 > 0.4310211
    PC60 <= -0.7104926
    ->  class 2\|2  [0.847]

Rule 5/303: (250.7/42.1, lift 8.9)
    PC1 <= -0.5890457
    PC3 > -1.571875
    PC8 > -0.2057522
    PC8 <= 1.287458
    PC10 > -0.1320915
    PC21 <= 1.912971
    PC32 <= 1.053505
    PC44 <= 0.6070068
    PC53 > -1.324708
    PC53 <= 0.732592
    PC63 > 0.1995853
    PC88 > -0.507089
    ->  class 2\|2  [0.829]

Rule 5/304: (40.6/7.2, lift 8.6)
    PC1 > -0.5890457
    PC2 <= 2.433167
    PC3 <= 0.775887
    PC8 > -0.2123148
    PC9 <= 0.3700113
    PC21 <= 0.9163498
    PC75 > 0.8519075
    ->  class 2\|2  [0.809]

Rule 5/305: (6.2/0.8, lift 8.4)
    PC7 > -0.7601892
    PC8 <= -2.62821
    PC31 > 1.244208
    PC46 <= 0.4310211
    ->  class 2\|2  [0.782]

Rule 5/306: (6.7/1, lift 8.2)
    PC1 <= -0.5890457
    PC8 > -1.225654
    PC8 <= -0.5962217
    PC11 <= -3.588177
    ->  class 2\|2  [0.764]

Rule 5/307: (10.2/2.1, lift 8.0)
    PC1 <= -0.5890457
    PC8 <= -2.62821
    PC19 > 2.625054
    PC46 > 0.4310211
    PC60 > -0.7104926
    ->  class 2\|2  [0.747]

Rule 5/308: (8.3/3, lift 6.5)
    PC8 > -1.225654
    PC8 <= -1.216225
    ->  class 2\|2  [0.608]

Rule 5/309: (39.3/17.9, lift 5.8)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC8 > -2.62821
    PC8 <= -0.2057522
    PC19 > -4.045866
    PC32 > 1.577389
    PC43 > -1.50497
    PC57 > -0.100883
    ->  class 2\|2  [0.542]

Rule 5/310: (70.4/42.4, lift 4.3)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC8 > -0.2057522
    PC8 <= 2.595427
    PC69 > 0.1529557
    PC73 <= 0.4342559
    ->  class 2\|2  [0.400]

Rule 5/311: (529.1/324.9, lift 4.1)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC92 > 0.4178481
    ->  class 2\|2  [0.386]

Rule 5/312: (127.5, lift 7.9)
    PC1 <= -0.5890457
    PC7 <= -0.7601892
    PC8 <= -2.62821
    PC31 > 1.244208
    PC39 <= 0.266601
    ->  class 2\|3  [0.992]

Rule 5/313: (137.2/0.5, lift 7.9)
    PC1 <= -0.5890457
    PC8 <= -2.62821
    PC11 > -4.141527
    PC16 > -0.09176695
    PC23 > -0.4546537
    PC25 > -0.2111154
    PC46 <= 0.4310211
    PC85 > -0.4751406
    PC85 <= 0.8082542
    ->  class 2\|3  [0.989]

Rule 5/314: (49.5, lift 7.8)
    PC1 <= -0.5890457
    PC6 > 7.141766
    ->  class 2\|3  [0.981]

Rule 5/315: (34.4, lift 7.7)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC8 <= -0.2057522
    PC29 > 0.3448451
    PC38 > -1.641967
    PC49 > 0.2127022
    ->  class 2\|3  [0.973]

Rule 5/316: (43.1/0.3, lift 7.7)
    PC1 > -0.5890457
    PC2 <= 2.433167
    PC8 <= -3.76792
    PC45 > 0.06872771
    ->  class 2\|3  [0.972]

Rule 5/317: (42/0.3, lift 7.7)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC8 <= -0.2057522
    PC31 <= 1.244208
    PC40 <= 0.7687145
    PC46 <= 0.4310211
    PC78 <= -0.1773245
    PC79 > 0.171454
    ->  class 2\|3  [0.971]

Rule 5/318: (124.5/3.7, lift 7.7)
    PC1 > -0.5890457
    PC2 <= 2.433167
    PC8 <= -3.76792
    PC70 > -0.571225
    PC83 <= 0.4963029
    PC85 <= 0.4262402
    ->  class 2\|3  [0.963]

Rule 5/319: (23.3, lift 7.6)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC8 > -0.2057522
    PC8 <= 2.595427
    PC10 > -0.1320915
    PC31 <= -0.2166641
    PC37 > 0.03817603
    PC44 > 0.6070068
    ->  class 2\|3  [0.960]

Rule 5/320: (149.5/5.4, lift 7.6)
    PC1 <= -0.5890457
    PC8 > -1.216225
    PC8 <= -0.5962217
    PC11 > -3.588177
    PC14 > -2.01098
    PC14 <= 1.58628
    PC16 > -0.2072645
    PC29 <= 0.3448451
    PC32 <= 1.577389
    PC43 > -1.50497
    PC57 > -0.04728599
    PC67 <= 0.5476908
    PC75 <= 0.2045518
    PC99 <= 1.25466
    ->  class 2\|3  [0.957]

Rule 5/321: (21.1, lift 7.6)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC8 <= -0.2057522
    PC38 > -1.641967
    PC43 > -1.50497
    PC57 <= -0.100883
    PC77 <= 2.311802
    PC100 > 1.694908
    ->  class 2\|3  [0.957]

Rule 5/322: (22.2/0.3, lift 7.5)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC8 <= -0.2057522
    PC25 <= -0.2111154
    PC46 <= 0.4310211
    PC85 > -0.4751406
    PC94 > 0.4433861
    ->  class 2\|3  [0.948]

Rule 5/323: (49.8/1.8, lift 7.5)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC8 > -2.62821
    PC8 <= -0.2057522
    PC43 > -1.50497
    PC57 <= -0.100883
    PC60 > 0.001931978
    PC62 <= 1.499938
    PC100 <= 3.246085
    ->  class 2\|3  [0.945]

Rule 5/324: (429.1/23.6, lift 7.5)
    PC1 <= -0.5890457
    PC8 > -2.62821
    PC8 <= -1.225654
    PC18 > -0.4440501
    PC19 > -4.045866
    PC29 <= 0.3448451
    PC32 <= 1.577389
    PC43 > -1.50497
    PC57 > -0.100883
    PC75 <= 0.2045518
    PC95 <= 1.170255
    PC96 <= 1.260355
    ->  class 2\|3  [0.943]

Rule 5/325: (156.4/9.9, lift 7.4)
    PC1 <= -0.5890457
    PC8 <= -2.62821
    PC19 <= 2.625054
    PC46 > 0.4310211
    PC60 > -0.7104926
    ->  class 2\|3  [0.931]

Rule 5/326: (303.6/21.6, lift 7.4)
    PC1 <= -0.5890457
    PC8 <= -2.62821
    PC19 > -3.052557
    PC44 <= 2.923087
    PC46 <= 0.4310211
    PC56 > -1.552383
    PC85 <= -0.4751406
    ->  class 2\|3  [0.926]

Rule 5/327: (14.3/0.3, lift 7.3)
    PC1 > -0.5890457
    PC2 <= 2.433167
    PC8 > -3.76792
    PC10 <= -0.6825619
    PC31 <= 0.06491774
    ->  class 2\|3  [0.922]

Rule 5/328: (10.2, lift 7.3)
    PC1 > -0.5890457
    PC8 <= -3.76792
    PC19 > 3.673504
    ->  class 2\|3  [0.918]

Rule 5/329: (124.1/9.6, lift 7.3)
    PC1 > -0.5890457
    PC2 <= 2.433167
    PC3 <= 0.775887
    PC5 > -5.491686
    PC6 > -4.030584
    PC8 <= -0.2123148
    PC10 > -0.6825619
    PC21 <= 0.9163498
    PC41 <= 0.6103151
    PC43 > -1.318185
    PC67 > -0.404483
    ->  class 2\|3  [0.916]

Rule 5/330: (89/8.7, lift 7.1)
    PC8 <= -2.62821
    PC12 > 1.073398
    PC23 > -0.4546537
    PC31 <= -0.6573016
    PC95 <= 0.1615379
    ->  class 2\|3  [0.894]

Rule 5/331: (6.7, lift 7.0)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC5 <= 0.1581358
    PC43 > -1.50497
    PC57 > -0.100883
    PC95 > 1.170255
    ->  class 2\|3  [0.885]

Rule 5/332: (5.4, lift 6.9)
    PC72 > 15.48027
    ->  class 2\|3  [0.865]

Rule 5/333: (7764.2/5519.9, lift 2.3)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    ->  class 2\|3  [0.289]

Rule 5/334: (96.8, lift 22.6)
    PC8 <= -2.62821
    PC12 > 1.073398
    PC25 > -0.2111154
    PC31 > -0.6573016
    PC78 <= -0.1773245
    PC85 > -0.4751406
    PC95 <= 0.1615379
    ->  class 2\|4  [0.990]

Rule 5/335: (93, lift 22.6)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC11 <= -4.141527
    PC20 <= 0.3217192
    ->  class 2\|4  [0.989]

Rule 5/336: (99.2/0.3, lift 22.6)
    PC1 <= -0.5890457
    PC8 <= -2.62821
    PC16 <= -0.09176695
    PC40 > 0.7687145
    PC85 > -0.4751406
    ->  class 2\|4  [0.988]

Rule 5/337: (169.7/1.3, lift 22.5)
    PC1 > -0.5890457
    PC2 <= 2.433167
    PC8 <= -3.76792
    PC19 <= 3.673504
    PC45 <= 0.06872771
    PC70 > -0.571225
    PC85 > 0.4262402
    ->  class 2\|4  [0.987]

Rule 5/338: (56.6, lift 22.5)
    PC1 <= -0.5890457
    PC8 <= -2.62821
    PC25 <= -0.2111154
    PC31 <= 1.244208
    PC46 <= 0.4310211
    PC85 > -0.4751406
    PC94 <= 0.4433861
    ->  class 2\|4  [0.983]

Rule 5/339: (96.1/0.8, lift 22.4)
    PC2 <= 2.433167
    PC8 <= -2.62821
    PC23 <= -0.4546537
    PC31 <= 1.244208
    PC46 <= 0.4310211
    PC75 <= 0.1006773
    PC85 > -0.4751406
    ->  class 2\|4  [0.982]

Rule 5/340: (163.6/6.4, lift 21.8)
    PC8 <= -2.62821
    PC9 > -2.382922
    PC11 > -4.141527
    PC16 <= -0.09176695
    PC46 <= 0.4310211
    PC76 <= 0.5425289
    PC78 <= -0.1773245
    PC79 <= 0.171454
    PC85 > -0.4751406
    PC95 > 0.1615379
    ->  class 2\|4  [0.955]

Rule 5/341: (27.3/0.5, lift 21.7)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC8 <= -0.2057522
    PC24 <= 0.6721288
    PC34 <= 0.2257029
    PC40 > -0.8195521
    PC43 > -1.50497
    PC62 <= -1.202249
    PC75 > 0.2045518
    PC99 <= 1.25466
    ->  class 2\|4  [0.948]

Rule 5/342: (98.8/4.4, lift 21.6)
    PC1 > -0.5890457
    PC8 <= -3.76792
    PC70 > -0.571225
    PC83 > 0.4963029
    ->  class 2\|4  [0.946]

Rule 5/343: (11.8, lift 21.2)
    PC1 <= -0.5890457
    PC8 <= -2.62821
    PC16 <= -0.09176695
    PC23 > -0.4546537
    PC64 > 0.2719906
    PC78 <= -0.1773245
    PC85 > -0.4751406
    ->  class 2\|4  [0.927]

Rule 5/344: (20.7/0.8, lift 21.1)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC8 > -2.62821
    PC8 <= -0.2057522
    PC29 > 0.3448451
    PC38 > -1.641967
    PC49 <= 0.2127022
    ->  class 2\|4  [0.922]

Rule 5/345: (91.2/6.5, lift 21.0)
    PC1 <= -0.5890457
    PC8 <= -2.62821
    PC25 > -0.2111154
    PC31 <= 1.244208
    PC46 <= 0.4310211
    PC85 > 0.8082542
    ->  class 2\|4  [0.920]

Rule 5/346: (8.1, lift 20.6)
    PC2 <= 2.433167
    PC8 > -2.62821
    PC40 > 3.326823
    PC43 > -1.50497
    PC57 <= -0.100883
    ->  class 2\|4  [0.901]

Rule 5/347: (35.4/2.9, lift 20.5)
    PC1 > -0.5890457
    PC2 <= 2.433167
    PC3 <= 0.775887
    PC5 > -5.491686
    PC21 <= 0.9163498
    PC43 > -1.318185
    PC67 <= -0.404483
    ->  class 2\|4  [0.895]

Rule 5/348: (64.6/6.1, lift 20.4)
    PC8 <= -2.62821
    PC9 > 4.333619
    PC46 <= 0.4310211
    PC85 > -0.4751406
    PC85 <= 0.8082542
    ->  class 2\|4  [0.894]

Rule 5/349: (5.1, lift 19.6)
    PC8 <= -2.62821
    PC16 <= -0.09176695
    PC46 <= 0.4310211
    PC78 <= -0.1773245
    PC85 <= 0.8082542
    PC88 <= -0.5015736
    ->  class 2\|4  [0.858]

Rule 5/350: (3.8, lift 18.9)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC8 <= -0.2057522
    PC43 <= -1.50497
    PC45 > 0.4667475
    ->  class 2\|4  [0.826]

Rule 5/351: (12.5/1.6, lift 18.8)
    PC1 <= -3.725634
    PC8 <= -2.62821
    PC16 <= -0.09176695
    PC46 <= 0.4310211
    PC78 <= -0.1773245
    PC85 > -0.4751406
    PC95 <= 0.1615379
    ->  class 2\|4  [0.824]

Rule 5/352: (115.6/20.8, lift 18.6)
    PC1 <= -0.5890457
    PC8 <= -0.2057522
    PC19 <= -4.045866
    PC43 > -1.50497
    ->  class 2\|4  [0.815]

Rule 5/353: (27.4/17.4, lift 8.5)
    PC2 <= 2.433167
    PC43 <= -1.50497
    PC62 <= -4.324138
    ->  class 2\|4  [0.373]

Default class: 0\|3

-----  Trial 6:  -----

Rules:

Rule 6/1: (196.4, lift 14.9)
    PC2 <= 6.665872
    PC7 > -0.8794407
    PC13 <= 8.296689
    PC18 > 2.090086
    PC19 <= 0.008498676
    PC26 <= 0.4859709
    PC45 <= 1.486699
    PC62 <= 0.175533
    PC86 > -0.7933379
    PC94 > 0.3544931
    PC97 <= 0.2751642
    PC98 <= 2.113333
    ->  class 0\|0  [0.995]

Rule 6/2: (125.4/0.2, lift 14.8)
    PC13 <= 8.296689
    PC17 > -0.1491582
    PC18 > 2.090086
    PC19 <= 0.008498676
    PC45 <= 1.486699
    PC54 <= -1.027696
    PC55 > -0.4774561
    PC69 > -3.067323
    ->  class 0\|0  [0.991]

Rule 6/3: (266.8/1.8, lift 14.8)
    PC7 > -0.8794407
    PC13 <= 8.296689
    PC17 > -0.1491582
    PC18 > 2.090086
    PC19 <= 0.008498676
    PC25 <= 1.063675
    PC26 <= 0.4859709
    PC45 <= 1.486699
    PC55 > -0.4774561
    PC62 > 0.175533
    PC69 > -3.067323
    PC91 <= 3.033534
    PC98 <= 2.113333
    ->  class 0\|0  [0.989]

Rule 6/4: (78.4/0.2, lift 14.7)
    PC2 <= 6.665872
    PC13 <= 8.296689
    PC18 > 2.090086
    PC26 <= 0.4859709
    PC27 > -2.199644
    PC28 <= 3.478025
    PC55 > -0.4774561
    PC62 <= 0.175533
    PC92 > 0.7316652
    PC98 <= 2.113333
    ->  class 0\|0  [0.985]

Rule 6/5: (54, lift 14.7)
    PC2 <= 6.665872
    PC7 > -0.8794407
    PC17 > -0.1491582
    PC18 > 2.090086
    PC26 <= 0.4859709
    PC27 > -2.199644
    PC45 <= 1.486699
    PC47 <= 3.659497
    PC72 <= 0.6159824
    PC97 > 0.2751642
    PC100 <= -0.2495408
    ->  class 0\|0  [0.982]

Rule 6/6: (41.9, lift 14.6)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC7 <= -0.8794407
    PC17 > -0.1491582
    PC21 > -0.906265
    PC26 <= 0.4859709
    PC94 <= -0.08214165
    ->  class 0\|0  [0.977]

Rule 6/7: (27.5, lift 14.5)
    PC1 > -0.6783488
    PC18 > 2.090086
    PC26 > 0.4859709
    PC45 > 0.08719801
    ->  class 0\|0  [0.966]

Rule 6/8: (28.7/0.2, lift 14.4)
    PC2 > 2.433167
    PC18 > 2.090086
    PC28 <= 3.478025
    PC37 <= -2.548816
    PC47 <= 3.659497
    PC52 > -6.357232
    PC69 > -3.067323
    ->  class 0\|0  [0.961]

Rule 6/9: (46.6/1, lift 14.4)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC5 <= 2.286966
    PC13 <= 1.698335
    PC17 > -2.358524
    PC18 > -0.3695138
    PC71 > 0.6632112
    ->  class 0\|0  [0.959]

Rule 6/10: (535.4/20.8, lift 14.4)
    PC2 <= 6.665872
    PC7 > -0.8794407
    PC13 <= 8.296689
    PC17 > -0.1491582
    PC18 > 2.686299
    PC19 <= 0.008498676
    PC20 > -3.341997
    PC26 <= 0.4859709
    PC45 <= 1.486699
    PC55 > -0.21133
    PC80 <= 0.5679721
    PC86 > -0.7933379
    PC91 <= 3.033534
    PC97 <= 0.2751642
    PC98 > -1.468846
    ->  class 0\|0  [0.959]

Rule 6/11: (146.2/5.9, lift 14.3)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC13 <= 1.698335
    PC14 > 0.5380675
    PC18 > -0.3695138
    PC32 > 0.5580033
    ->  class 0\|0  [0.954]

Rule 6/12: (17.6, lift 14.2)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC41 > 0.3743201
    PC68 > 0.2152283
    PC86 <= -2.895445
    ->  class 0\|0  [0.949]

Rule 6/13: (19.5/0.2, lift 14.1)
    PC2 > 2.433167
    PC7 <= -0.8794407
    PC18 > 2.090086
    PC21 > -0.906265
    PC51 <= -0.8452698
    ->  class 0\|0  [0.944]

Rule 6/14: (72.4/3.2, lift 14.1)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC5 <= 2.286966
    PC13 <= 1.698335
    PC14 > 0.5380675
    PC24 > 2.044182
    ->  class 0\|0  [0.943]

Rule 6/15: (18.3/0.2, lift 14.1)
    PC13 <= 8.296689
    PC18 > 2.090086
    PC26 <= 0.4859709
    PC45 > 1.486699
    PC52 > -6.357232
    PC80 <= -0.3391208
    PC91 <= 3.033534
    ->  class 0\|0  [0.941]

Rule 6/16: (21/0.4, lift 14.1)
    PC1 <= -0.6783488
    PC2 > 2.433167
    PC13 <= 8.296689
    PC18 > 2.090086
    PC45 > 0.08719801
    PC52 > -6.357232
    PC70 <= -0.812196
    PC91 <= 3.033534
    PC99 <= 2.407546
    ->  class 0\|0  [0.939]

Rule 6/17: (41.5/1.9, lift 14.0)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC7 <= -0.8794407
    PC17 > -0.1491582
    PC21 > -0.906265
    PC26 <= 0.4859709
    PC84 <= 0.05393788
    PC98 <= 2.113333
    ->  class 0\|0  [0.933]

Rule 6/18: (133.5/11.2, lift 13.6)
    PC8 > 0.2319815
    PC18 > 2.090086
    PC19 <= 0.008498676
    PC21 > -0.906265
    PC51 > -0.8452698
    ->  class 0\|0  [0.910]

Rule 6/19: (9.1/0.2, lift 13.4)
    PC13 <= 8.296689
    PC18 > 2.090086
    PC26 > 0.4859709
    PC28 <= 3.478025
    PC47 <= 3.659497
    PC54 <= -0.7808664
    PC99 <= 2.407546
    ->  class 0\|0  [0.892]

Rule 6/20: (196.3/26.1, lift 12.9)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC13 <= 1.698335
    PC14 > 0.5380675
    PC18 > -0.3695138
    PC48 > 0.4310752
    ->  class 0\|0  [0.863]

Rule 6/21: (78.7/11.8, lift 12.6)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC6 > 0.2633233
    PC18 > -0.3695138
    ->  class 0\|0  [0.841]

Rule 6/22: (289.8/48.2, lift 12.4)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC5 <= 2.286966
    PC13 <= 1.698335
    PC16 <= -0.04468431
    PC18 > -0.3695138
    PC21 <= 0.4837864
    PC47 > -0.9638503
    PC71 <= 0.6632112
    PC74 > 0.3204462
    ->  class 0\|0  [0.831]

Rule 6/23: (28.4/6.4, lift 11.3)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC5 <= 2.286966
    PC14 <= 0.5380675
    PC18 > -0.3695138
    PC47 <= -0.9638503
    ->  class 0\|0  [0.756]

Rule 6/24: (10/4.3, lift 8.4)
    PC13 > 8.296689
    PC18 > 2.090086
    PC39 <= -2.491796
    ->  class 0\|0  [0.560]

Rule 6/25: (81, lift 13.2)
    PC7 <= -0.8794407
    PC8 <= 0.2319815
    PC13 <= 8.296689
    PC18 > 2.090086
    PC51 > -0.8452698
    PC84 > 0.05393788
    PC94 > -0.08214165
    ->  class 0\|1  [0.988]

Rule 6/26: (70.1, lift 13.1)
    PC17 > -0.1491582
    PC18 > 2.090086
    PC62 <= 0.175533
    PC92 <= 0.7316652
    PC97 > 0.2751642
    PC99 <= 0.4426394
    PC100 > -0.2495408
    ->  class 0\|1  [0.986]

Rule 6/27: (54.1, lift 13.1)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC18 <= -0.3695138
    PC41 > 0.3743201
    PC54 > -1.273943
    PC68 > 0.2152283
    PC86 > -2.895445
    ->  class 0\|1  [0.982]

Rule 6/28: (31.6, lift 12.9)
    PC13 <= 8.296689
    PC17 > -0.1491582
    PC18 > 2.090086
    PC20 <= -3.341997
    PC62 <= 0.175533
    PC69 > -3.067323
    PC94 <= 0.3544931
    ->  class 0\|1  [0.970]

Rule 6/29: (49.1/0.6, lift 12.9)
    PC2 > 6.665872
    PC7 > -0.8794407
    PC13 <= 8.296689
    PC18 > 2.090086
    PC27 > -2.199644
    PC45 <= 1.486699
    PC54 > -1.027696
    PC62 <= 0.175533
    PC69 > -3.067323
    ->  class 0\|1  [0.969]

Rule 6/30: (24.4, lift 12.8)
    PC2 > 2.433167
    PC7 <= -0.8794407
    PC17 > -0.1491582
    PC21 <= -0.906265
    PC26 <= 0.4859709
    PC54 > -1.027696
    ->  class 0\|1  [0.962]

Rule 6/31: (21.3, lift 12.7)
    PC13 <= 8.296689
    PC18 > 2.090086
    PC25 > 1.063675
    PC28 <= 3.478025
    ->  class 0\|1  [0.957]

Rule 6/32: (19.7, lift 12.7)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC7 <= -0.7373997
    PC31 <= -0.05764481
    PC41 <= 0.3743201
    PC83 > -0.9768923
    PC97 > 1.442386
    ->  class 0\|1  [0.954]

Rule 6/33: (11.1, lift 12.3)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC7 <= -0.7373997
    PC18 <= -0.3695138
    PC31 > -0.05764481
    PC41 <= 0.3743201
    ->  class 0\|1  [0.924]

Rule 6/34: (176.1/31.6, lift 10.9)
    PC2 > 2.433167
    PC7 <= -0.7373997
    PC22 <= 2.238775
    PC31 <= -0.05764481
    PC41 <= 0.3743201
    PC42 <= -0.9799368
    PC97 <= 1.442386
    ->  class 0\|1  [0.817]

Rule 6/35: (156/44.3, lift 9.5)
    PC3 <= 1.640775
    PC10 <= -0.9260765
    PC18 > -1.136285
    PC18 <= -0.3695138
    PC25 <= -0.2307203
    ->  class 0\|1  [0.713]

Rule 6/36: (3304.6/1985.4, lift 5.3)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC18 > -0.3695138
    ->  class 0\|1  [0.399]

Rule 6/37: (136.9, lift 9.6)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC7 <= -0.7373997
    PC18 <= -0.3695138
    PC22 <= 2.238775
    PC31 <= -0.05764481
    PC42 > -0.9799368
    PC83 > -0.9768923
    PC97 <= 1.442386
    ->  class 0\|2  [0.993]

Rule 6/38: (76.9, lift 9.5)
    PC3 <= 1.640775
    PC10 <= -0.9260765
    PC18 > -1.136285
    PC18 <= -0.3695138
    PC21 <= 0.153072
    PC37 <= 1.807821
    PC55 <= 0.09161823
    ->  class 0\|2  [0.987]

Rule 6/39: (97.4/0.4, lift 9.5)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC5 > 2.286966
    PC13 <= 1.698335
    PC17 > -2.358524
    PC18 > -0.3695138
    PC18 <= 2.090086
    PC25 <= 1.854754
    PC34 > -3.291107
    PC39 > -3.16887
    PC47 <= 3.659497
    PC78 <= 1.395172
    ->  class 0\|2  [0.986]

Rule 6/40: (58.3, lift 9.5)
    PC4 > -4.410575
    PC8 <= 0.0857164
    PC13 > 8.296689
    PC18 > 2.090086
    PC18 <= 3.718587
    PC47 <= 3.659497
    PC82 <= 2.403962
    ->  class 0\|2  [0.983]

Rule 6/41: (72.5/0.4, lift 9.4)
    PC10 <= -1.31686
    PC18 <= -0.3695138
    PC27 <= -1.544505
    ->  class 0\|2  [0.981]

Rule 6/42: (45.3, lift 9.4)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC8 > 0.01915445
    PC10 > -1.31686
    PC18 <= -0.3695138
    PC41 <= 0.3743201
    PC47 <= -0.8960021
    ->  class 0\|2  [0.979]

Rule 6/43: (52.8/0.2, lift 9.4)
    PC2 > 2.433167
    PC4 > -7.83144
    PC8 > 0.01915445
    PC10 > -1.31686
    PC18 <= -1.136285
    PC58 <= -0.3665802
    PC78 > -0.01788935
    ->  class 0\|2  [0.978]

Rule 6/44: (43.6, lift 9.4)
    PC3 <= 1.640775
    PC8 > 0.01915445
    PC10 > -1.31686
    PC18 <= -1.136285
    PC30 > 1.407807
    PC55 <= 0.6982836
    ->  class 0\|2  [0.978]

Rule 6/45: (66.7/0.6, lift 9.4)
    PC10 <= -1.31686
    PC18 <= -0.3695138
    PC55 <= 0.6982836
    PC58 > 1.224094
    PC63 <= 1.020558
    PC71 <= 0.5482254
    PC78 <= 2.786675
    PC94 <= 0.5050467
    ->  class 0\|2  [0.977]

Rule 6/46: (40.6, lift 9.4)
    PC3 <= 1.640775
    PC8 > 0.01915445
    PC18 <= -1.136285
    PC41 <= 0.0955352
    PC42 <= -0.2419943
    PC58 > -0.3665802
    PC78 > -0.01788935
    ->  class 0\|2  [0.977]

Rule 6/47: (45.3/0.2, lift 9.4)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC8 > 0.01915445
    PC18 <= -1.136285
    PC30 <= 1.407807
    PC65 <= -0.3545989
    ->  class 0\|2  [0.975]

Rule 6/48: (30.9, lift 9.3)
    PC2 > 2.433167
    PC10 <= 1.290517
    PC13 > 1.698335
    PC18 > -0.3695138
    PC18 <= 2.090086
    ->  class 0\|2  [0.970]

Rule 6/49: (27, lift 9.3)
    PC7 > -0.7373997
    PC10 <= -0.9260765
    PC18 > -1.136285
    PC18 <= -0.3695138
    PC39 <= -0.8756989
    PC78 <= 2.786675
    ->  class 0\|2  [0.966]

Rule 6/50: (163.5/4.7, lift 9.3)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC5 > -0.6947209
    PC6 <= 0.1375022
    PC8 <= 0.1625164
    PC11 <= 0.09254056
    PC14 <= 0.5380675
    PC16 > -0.04468431
    PC17 > -2.358524
    PC18 > -0.3695138
    PC18 <= 2.090086
    PC32 <= 0.4652493
    PC60 > -0.4183349
    PC81 <= 0.7883417
    PC93 <= 0.584595
    ->  class 0\|2  [0.966]

Rule 6/51: (37.9/0.4, lift 9.3)
    PC3 <= 1.640775
    PC10 > -1.31686
    PC18 <= -0.3695138
    PC29 > 1.794778
    PC55 > 0.03366827
    PC67 > -0.6157832
    ->  class 0\|2  [0.965]

Rule 6/52: (25.7, lift 9.3)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC5 > -0.6947209
    PC14 <= 0.5380675
    PC16 > 0.6438745
    PC17 > -2.358524
    PC18 > -0.3695138
    PC60 > -0.4183349
    PC67 <= 0.7323884
    PC93 <= 0.584595
    ->  class 0\|2  [0.964]

Rule 6/53: (23.9, lift 9.2)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC8 > 0.01915445
    PC18 <= -0.3695138
    PC51 > 0.8956629
    PC78 <= -0.01788935
    ->  class 0\|2  [0.961]

Rule 6/54: (23.3, lift 9.2)
    PC7 > -0.7373997
    PC33 > 5.278334
    PC41 <= 0.3743201
    ->  class 0\|2  [0.960]

Rule 6/55: (21.8, lift 9.2)
    PC18 > 2.090086
    PC28 > 3.478025
    PC47 <= 3.659497
    ->  class 0\|2  [0.958]

Rule 6/56: (103.7/3.6, lift 9.2)
    PC2 > 6.408321
    PC13 > 1.698335
    PC18 > -0.3695138
    PC18 <= 2.090086
    PC20 > -6.981035
    PC47 <= 3.659497
    PC86 <= 4.013646
    ->  class 0\|2  [0.956]

Rule 6/57: (81.4/2.9, lift 9.2)
    PC2 > 2.433167
    PC7 > -0.7373997
    PC8 > 0.01915445
    PC10 > -1.31686
    PC18 <= -0.3695138
    PC41 > 0.0955352
    PC78 > -0.01788935
    ->  class 0\|2  [0.954]

Rule 6/58: (19.5, lift 9.2)
    PC11 > 0.09254056
    PC16 > -0.04468431
    PC16 <= 0.6438745
    PC18 <= 2.090086
    PC34 <= -1.2838
    PC60 > -0.4183349
    PC71 <= 0.6632112
    PC93 <= 0.584595
    ->  class 0\|2  [0.953]

Rule 6/59: (18.1, lift 9.1)
    PC3 <= 1.640775
    PC17 <= -2.517098
    PC18 > -1.136285
    PC18 <= -0.3695138
    PC94 > 0.7455989
    ->  class 0\|2  [0.950]

Rule 6/60: (17.1, lift 9.1)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC5 <= 2.286966
    PC14 <= 0.5380675
    PC18 > -0.3695138
    PC18 <= 2.090086
    PC21 > 0.4837864
    ->  class 0\|2  [0.948]

Rule 6/61: (15.8, lift 9.1)
    PC13 > 1.698335
    PC18 > -0.3695138
    PC18 <= 2.090086
    PC21 > -0.7275655
    PC27 <= -1.313878
    PC46 > -0.2220724
    ->  class 0\|2  [0.944]

Rule 6/62: (25.8/0.6, lift 9.1)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC18 <= -0.3695138
    PC55 <= 0.6982836
    PC78 <= 2.786675
    PC100 > 1.686289
    ->  class 0\|2  [0.943]

Rule 6/63: (104.3/5.1, lift 9.1)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC7 > -0.7373997
    PC10 > -0.9260765
    PC15 > -1.052828
    PC17 > -2.517098
    PC18 > -1.136285
    PC18 <= -0.3695138
    PC28 <= 0.08386644
    PC31 <= 0.3466559
    PC43 <= 1.463638
    ->  class 0\|2  [0.943]

Rule 6/64: (17.5/0.2, lift 9.0)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC41 > 0.3743201
    PC54 <= -1.273943
    PC68 > 0.2152283
    ->  class 0\|2  [0.938]

Rule 6/65: (11.8, lift 8.9)
    PC3 <= 1.640775
    PC18 <= -0.3695138
    PC55 > 0.03366827
    PC55 <= 0.6982836
    PC78 <= 2.786675
    PC97 > 2.006778
    ->  class 0\|2  [0.928]

Rule 6/66: (113.1/8.6, lift 8.8)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC10 > -0.9260765
    PC17 > -2.517098
    PC18 > -1.136285
    PC18 <= -0.3695138
    PC76 > 0.4272273
    ->  class 0\|2  [0.917]

Rule 6/67: (12.3/0.2, lift 8.8)
    PC2 > 2.433167
    PC18 <= -1.136285
    PC55 <= 0.6982836
    PC78 <= 2.786675
    PC86 <= -3.594746
    ->  class 0\|2  [0.916]

Rule 6/68: (165.9/13.4, lift 8.8)
    PC4 <= -7.83144
    PC7 > -0.7373997
    PC18 <= -0.3695138
    PC34 > -0.7852964
    ->  class 0\|2  [0.914]

Rule 6/69: (98.8/9.7, lift 8.6)
    PC4 > 7.163725
    PC10 > -1.31686
    PC18 <= -0.3695138
    PC22 > -0.4520492
    PC55 <= 0.6982836
    ->  class 0\|2  [0.894]

Rule 6/70: (7.1, lift 8.6)
    PC18 <= -0.3695138
    PC55 > 0.03366827
    PC55 <= 0.6982836
    PC58 <= -4.45924
    ->  class 0\|2  [0.890]

Rule 6/71: (6.6, lift 8.5)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC9 > 0.3468141
    PC10 > -1.31686
    ->  class 0\|2  [0.884]

Rule 6/72: (6.4, lift 8.5)
    PC2 > 2.433167
    PC2 <= 6.408321
    PC13 > 1.698335
    PC18 > -0.3695138
    PC21 <= -0.7275655
    PC47 <= 3.659497
    ->  class 0\|2  [0.881]

Rule 6/73: (22.1/2.2, lift 8.3)
    PC8 > 0.01915445
    PC10 > -1.31686
    PC10 <= -0.5803861
    PC18 <= -1.136285
    PC41 <= 0.3743201
    PC78 > -0.01788935
    ->  class 0\|2  [0.865]

Rule 6/74: (117.4/18.4, lift 8.1)
    PC4 <= -7.005993
    PC8 <= 0.01915445
    PC10 > -1.31686
    PC55 <= 0.6982836
    ->  class 0\|2  [0.837]

Rule 6/75: (40.6/6.4, lift 8.0)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC18 <= -0.3695138
    PC33 > -1.35394
    PC41 > 0.3743201
    PC68 <= 0.2152283
    ->  class 0\|2  [0.828]

Rule 6/76: (13.3/2.2, lift 7.6)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC10 > -1.31686
    PC18 <= -1.136285
    PC55 > 0.03366827
    PC81 > 1.713855
    ->  class 0\|2  [0.791]

Rule 6/77: (16.6/4, lift 7.0)
    PC2 > 2.433167
    PC7 > -0.7373997
    PC18 <= -1.136285
    PC55 <= 0.6982836
    PC67 <= -0.6157832
    PC78 <= 2.786675
    ->  class 0\|2  [0.729]

Rule 6/78: (24/7.6, lift 6.4)
    PC2 > 2.433167
    PC18 > 2.090086
    PC99 > 2.407546
    ->  class 0\|2  [0.670]

Rule 6/79: (1131.4/460.1, lift 5.7)
    PC3 <= 1.640775
    PC10 <= -1.31686
    PC18 <= -1.136285
    PC33 <= 5.278334
    PC55 <= 0.6982836
    PC80 > -0.151904
    ->  class 0\|2  [0.593]

Rule 6/80: (35.4/14.7, lift 5.6)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC17 <= -2.358524
    PC18 > -0.3695138
    PC47 <= 3.659497
    PC67 <= 0.7323884
    PC86 <= 4.013646
    ->  class 0\|2  [0.580]

Rule 6/81: (151/0.4, lift 10.8)
    PC4 > -7.83144
    PC10 <= -1.31686
    PC14 <= 0.753905
    PC18 <= -2.283772
    PC21 > -0.9475972
    PC22 <= -0.4344081
    PC38 > -0.3513062
    PC39 > -0.7399827
    PC58 <= 1.224094
    PC78 > -1.121003
    PC83 > -0.03699437
    PC88 <= 0.8262866
    PC91 <= 0.1457238
    PC94 <= 0.5050467
    ->  class 0\|3  [0.991]

Rule 6/82: (90.6, lift 10.8)
    PC10 <= -1.31686
    PC18 <= -2.283772
    PC21 > -0.9475972
    PC27 > -1.544505
    PC39 > -0.7399827
    PC58 <= 1.224094
    PC63 <= 1.020558
    PC71 <= 0.5482254
    PC79 <= 1.496052
    PC83 <= -0.03715117
    PC88 <= 0.8262866
    PC94 <= 0.5050467
    PC95 > -0.7304326
    ->  class 0\|3  [0.989]

Rule 6/83: (102.1/0.8, lift 10.7)
    PC2 > 2.433167
    PC4 > -7.83144
    PC7 > -0.7373997
    PC8 > 0.01915445
    PC10 > -1.31686
    PC18 <= -1.136285
    PC30 <= 1.407807
    PC47 > -0.8960021
    PC51 <= 0.8956629
    PC65 > -0.3545989
    PC78 <= -0.01788935
    ->  class 0\|3  [0.983]

Rule 6/84: (46.6, lift 10.7)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC18 <= 2.090086
    PC39 <= -3.16887
    ->  class 0\|3  [0.979]

Rule 6/85: (52.6/0.2, lift 10.7)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC10 > -0.9260765
    PC18 > -1.136285
    PC18 <= -0.3695138
    PC22 <= -0.3080649
    PC28 > 0.08386644
    PC76 <= 0.4272273
    ->  class 0\|3  [0.978]

Rule 6/86: (119.9/1.7, lift 10.7)
    PC2 <= 6.408321
    PC10 > 1.290517
    PC13 > 1.698335
    PC18 <= 2.090086
    PC21 > -0.7275655
    PC27 > -1.313878
    PC46 > -0.2220724
    ->  class 0\|3  [0.978]

Rule 6/87: (55.9/0.4, lift 10.6)
    PC7 > -0.7373997
    PC17 <= -2.517098
    PC18 > -1.136285
    PC18 <= -0.3695138
    PC94 <= 0.7455989
    ->  class 0\|3  [0.976]

Rule 6/88: (61.7/0.6, lift 10.6)
    PC7 > -0.7373997
    PC9 <= 0.6749936
    PC10 <= -1.31686
    PC18 <= -1.136285
    PC21 > -0.9475972
    PC39 <= -0.7774941
    PC78 <= 2.786675
    PC79 <= 1.496052
    PC94 <= 0.5050467
    ->  class 0\|3  [0.975]

Rule 6/89: (45/0.2, lift 10.6)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC7 > -0.7373997
    PC18 <= -1.136285
    PC55 > 0.6982836
    ->  class 0\|3  [0.974]

Rule 6/90: (480.8/12.3, lift 10.6)
    PC3 <= 1.640775
    PC4 > -7.005993
    PC4 <= 7.163725
    PC8 <= 0.01915445
    PC10 > -1.31686
    PC18 <= -1.136285
    PC55 <= 0.03366827
    PC67 > -0.6157832
    PC86 > -3.594746
    ->  class 0\|3  [0.972]

Rule 6/91: (32.1, lift 10.6)
    PC3 <= 1.640775
    PC9 <= 0.6749936
    PC18 <= -1.136285
    PC21 > -0.9475972
    PC27 > -1.544505
    PC32 > -1.555318
    PC63 <= 1.020558
    PC78 <= 2.786675
    PC79 <= 1.496052
    PC98 > 1.540557
    ->  class 0\|3  [0.971]

Rule 6/92: (96.6/2.2, lift 10.5)
    PC2 > 2.433167
    PC2 <= 5.310691
    PC3 <= 1.640775
    PC7 > -0.7373997
    PC16 <= 0.4190365
    PC18 <= -1.136285
    PC63 <= 1.020558
    PC64 > -0.4586444
    PC71 <= 0.5482254
    PC95 > -0.7304326
    ->  class 0\|3  [0.967]

Rule 6/93: (32.5/0.2, lift 10.5)
    PC18 <= -1.136285
    PC34 <= -2.068042
    PC63 <= 1.020558
    PC71 <= 0.5482254
    PC79 <= 1.496052
    PC80 > -0.151904
    PC94 <= 0.5050467
    PC95 > -0.7304326
    ->  class 0\|3  [0.965]

Rule 6/94: (28.4/0.2, lift 10.5)
    PC3 <= 1.640775
    PC10 <= -1.31686
    PC18 <= -1.136285
    PC21 > -0.9475972
    PC27 > -1.544505
    PC41 <= 0.3743201
    PC71 <= 0.5482254
    PC80 <= -0.151904
    ->  class 0\|3  [0.960]

Rule 6/95: (648.5/24.7, lift 10.5)
    PC3 <= 1.640775
    PC4 > -7.005993
    PC4 <= 7.163725
    PC8 <= 0.01915445
    PC9 <= 0.3468141
    PC10 > -1.31686
    PC18 <= -1.136285
    PC29 <= 1.794778
    PC33 <= 5.278334
    PC58 > -4.45924
    PC81 <= 1.713855
    PC86 > -3.594746
    PC97 <= 2.006778
    PC100 <= 1.686289
    ->  class 0\|3  [0.960]

Rule 6/96: (31.7/0.4, lift 10.4)
    PC2 > 2.433167
    PC7 > -0.7373997
    PC10 > -0.9260765
    PC18 > -1.136285
    PC18 <= -0.3695138
    PC43 > 1.463638
    ->  class 0\|3  [0.958]

Rule 6/97: (20.5, lift 10.4)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC18 <= -0.3695138
    PC33 <= -1.35394
    PC41 > 0.3743201
    PC68 <= 0.2152283
    ->  class 0\|3  [0.956]

Rule 6/98: (20.2, lift 10.4)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC15 <= -1.052828
    PC17 > -2.517098
    PC18 > -1.136285
    PC18 <= -0.3695138
    ->  class 0\|3  [0.955]

Rule 6/99: (19.1/0.2, lift 10.3)
    PC2 > 6.408321
    PC18 <= 2.090086
    PC20 <= -6.981035
    ->  class 0\|3  [0.943]

Rule 6/100: (15, lift 10.3)
    PC2 > 2.433167
    PC41 <= 0.3743201
    PC67 <= -0.4478913
    PC78 > 2.786675
    ->  class 0\|3  [0.941]

Rule 6/101: (34.5/1.2, lift 10.2)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC18 > -0.3695138
    PC47 > 3.659497
    ->  class 0\|3  [0.940]

Rule 6/102: (188.8/11, lift 10.2)
    PC3 <= 1.640775
    PC4 <= 7.163725
    PC7 > -0.7373997
    PC10 > -0.5803861
    PC18 <= -1.136285
    PC30 <= 1.407807
    PC41 <= 0.0955352
    PC42 > -0.2419943
    PC58 > -0.3665802
    PC65 > -0.3545989
    PC82 > -0.5234695
    ->  class 0\|3  [0.937]

Rule 6/103: (13.5, lift 10.2)
    PC10 <= -1.31686
    PC18 <= -1.136285
    PC21 > -0.9475972
    PC27 > -1.544505
    PC32 > -1.555318
    PC80 <= -0.0290131
    PC94 > 0.5050467
    ->  class 0\|3  [0.935]

Rule 6/104: (47.1/2.3, lift 10.2)
    PC2 > 2.433167
    PC2 <= 5.310691
    PC7 > -0.7373997
    PC9 <= 0.6749936
    PC18 <= -1.136285
    PC27 > -1.544505
    PC67 > -0.1428713
    PC72 > 0.1615954
    PC79 <= 1.496052
    PC80 > -0.151904
    ->  class 0\|3  [0.932]

Rule 6/105: (22.9/0.8, lift 10.1)
    PC2 <= 5.310691
    PC3 <= 1.640775
    PC9 <= 0.6749936
    PC18 > -2.283772
    PC18 <= -1.136285
    PC50 > 0.4456837
    PC63 <= 1.020558
    PC94 <= 0.5050467
    ->  class 0\|3  [0.928]

Rule 6/106: (11.1, lift 10.1)
    PC3 <= 1.640775
    PC9 <= 0.6749936
    PC10 <= -1.31686
    PC18 > -2.283772
    PC18 <= -1.136285
    PC67 <= -0.1428713
    PC71 <= 0.5482254
    PC78 <= 2.786675
    PC79 <= 1.496052
    ->  class 0\|3  [0.924]

Rule 6/107: (10.4, lift 10.0)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC7 <= -0.7373997
    PC18 <= -0.3695138
    PC22 > 2.238775
    PC41 <= 0.3743201
    ->  class 0\|3  [0.919]

Rule 6/108: (7.2, lift 9.7)
    PC4 > -7.83144
    PC10 <= -1.31686
    PC18 <= -1.136285
    PC27 > -1.544505
    PC89 > 0.1731298
    PC94 > 0.5050467
    ->  class 0\|3  [0.891]

Rule 6/109: (6.2, lift 9.6)
    PC10 <= -0.9260765
    PC18 > -1.136285
    PC18 <= -0.3695138
    PC37 > 1.807821
    ->  class 0\|3  [0.878]

Rule 6/110: (47.3/5.4, lift 9.5)
    PC2 > 2.433167
    PC2 <= 5.310691
    PC7 > -0.7373997
    PC9 > 0.3565271
    PC9 <= 0.6749936
    PC18 <= -0.3695138
    PC64 > -0.4586444
    PC94 <= 0.5050467
    ->  class 0\|3  [0.869]

Rule 6/111: (29.6/3.6, lift 9.3)
    PC4 > 7.163725
    PC10 > -1.31686
    PC18 <= -1.136285
    PC22 <= -0.4520492
    ->  class 0\|3  [0.854]

Rule 6/112: (4.8, lift 9.3)
    PC10 <= -0.9260765
    PC18 > -1.136285
    PC18 <= -0.3695138
    PC21 > 0.153072
    ->  class 0\|3  [0.853]

Rule 6/113: (4.8, lift 9.3)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC18 > -1.136285
    PC18 <= -0.3695138
    PC31 > 0.3466559
    ->  class 0\|3  [0.853]

Rule 6/114: (14.5/2.9, lift 8.3)
    PC2 > 2.433167
    PC7 <= -0.7373997
    PC18 <= -0.3695138
    PC41 <= 0.3743201
    PC83 <= -0.9768923
    ->  class 0\|3  [0.762]

Rule 6/115: (27/6.7, lift 8.0)
    PC2 > 2.433167
    PC18 > -0.3695138
    PC86 > 4.013646
    ->  class 0\|3  [0.733]

Rule 6/116: (67.5/27.3, lift 6.5)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC18 <= 2.090086
    PC67 > 0.7323884
    ->  class 0\|3  [0.593]

Rule 6/117: (168, lift 20.1)
    PC3 > 0.8975353
    PC19 > 1.915938
    PC38 <= -0.2308132
    ->  class 1\|0  [0.994]

Rule 6/118: (90.6/0.2, lift 20.0)
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC19 <= 0.2743928
    PC26 <= 0.04810011
    PC38 > -0.3107335
    PC41 <= 0.4214479
    PC48 <= -0.1460233
    PC51 > 0.07648648
    PC65 > -0.1356659
    PC66 > -0.505701
    PC67 <= 0.3560769
    PC94 <= 0.03668053
    ->  class 1\|0  [0.987]

Rule 6/119: (97.4/0.6, lift 19.9)
    PC7 > 2.235017
    PC10 <= 1.291804
    PC11 <= 0.05224631
    PC12 > 2.702868
    PC88 <= 0.02500982
    ->  class 1\|0  [0.984]

Rule 6/120: (289.8/3.8, lift 19.9)
    PC1 > -0.5890457
    PC6 <= 7.447846
    PC10 <= 1.291804
    PC11 <= 1.249153
    PC12 > 2.702868
    PC54 > -2.561413
    PC75 <= 0.7424248
    PC79 > -0.08564577
    ->  class 1\|0  [0.984]

Rule 6/121: (55.9, lift 19.9)
    PC2 <= 2.433167
    PC3 > 0.7432103
    PC17 <= -1.357115
    PC58 > -1.588592
    PC68 <= -0.4762601
    ->  class 1\|0  [0.983]

Rule 6/122: (52.8, lift 19.9)
    PC2 > 2.433167
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC40 > 0.5521411
    PC43 <= 0.6239929
    ->  class 1\|0  [0.982]

Rule 6/123: (50.1, lift 19.9)
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC43 <= 0.6239929
    PC51 > 0.07648648
    PC96 > 0.8960416
    ->  class 1\|0  [0.981]

Rule 6/124: (69.6/0.8, lift 19.8)
    PC2 > 2.501299
    PC19 <= 0.2743928
    PC26 <= 0.04810011
    PC38 > -0.3107335
    PC44 > 0.3389072
    PC71 > 1.296077
    PC77 <= 0.6904395
    PC91 <= 1.234356
    PC92 <= 0.4899847
    ->  class 1\|0  [0.975]

Rule 6/125: (29.6, lift 19.6)
    PC2 > 2.433167
    PC3 > 1.640775
    PC15 > 2.210645
    PC43 <= 0.6239929
    PC51 > 0.07648648
    ->  class 1\|0  [0.968]

Rule 6/126: (33.4/0.2, lift 19.6)
    PC3 > 0.7432103
    PC48 > 0.6985834
    PC61 > -0.7022358
    PC62 <= -0.1312172
    ->  class 1\|0  [0.966]

Rule 6/127: (31.2/0.4, lift 19.4)
    PC1 > -0.5890457
    PC8 > -3.591267
    PC12 > 2.702868
    PC46 > 2.568
    ->  class 1\|0  [0.958]

Rule 6/128: (339.2/18.3, lift 19.1)
    PC1 > -0.5890457
    PC3 <= 0.7432103
    PC6 <= 4.247671
    PC9 > 0.2354248
    PC10 > -0.7035123
    PC35 > -0.78012
    PC43 > -1.318185
    PC68 <= 1.082112
    PC82 > -0.524808
    PC88 <= 0.3243824
    ->  class 1\|0  [0.943]

Rule 6/129: (21.3/0.4, lift 19.0)
    PC2 > 2.433167
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC41 > 0.4214479
    PC43 <= 0.6239929
    PC51 > 0.07648648
    ->  class 1\|0  [0.940]

Rule 6/130: (12.9, lift 18.9)
    PC1 > -0.5890457
    PC2 <= 2.433167
    PC3 <= 0.7432103
    PC8 > -3.591267
    PC50 > 0.5827398
    ->  class 1\|0  [0.933]

Rule 6/131: (9.8, lift 18.5)
    PC3 > 0.8975353
    PC12 > 1.585007
    PC21 > 0.3476662
    PC68 <= 1.194112
    ->  class 1\|0  [0.915]

Rule 6/132: (94.3, lift 19.9)
    PC3 > 0.7432103
    PC3 <= 0.8975353
    PC10 > -0.7514341
    PC41 > 0.06627246
    PC57 <= 0.3234659
    ->  class 1\|1  [0.990]

Rule 6/133: (88.3, lift 19.8)
    PC2 > 2.433167
    PC3 > 1.640775
    PC15 <= 2.210645
    PC16 <= -0.8879908
    PC65 <= -0.1356659
    PC66 > -0.505701
    ->  class 1\|1  [0.989]

Rule 6/134: (81.3/0.2, lift 19.8)
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC26 <= 0.04810011
    PC48 > -0.1460233
    PC65 > -0.1356659
    PC71 <= 1.296077
    PC77 <= 0.6904395
    PC94 <= 0.03668053
    PC96 <= 0.8960416
    ->  class 1\|1  [0.986]

Rule 6/135: (60.3, lift 19.7)
    PC6 > 7.447846
    PC12 > 2.702868
    PC46 <= 2.568
    ->  class 1\|1  [0.984]

Rule 6/136: (81.5/0.4, lift 19.7)
    PC2 > 2.433167
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC43 > 0.6239929
    ->  class 1\|1  [0.983]

Rule 6/137: (54.5, lift 19.7)
    PC2 > 2.433167
    PC3 > 1.640775
    PC16 > -0.8879908
    PC16 <= 0.9959877
    PC23 > -1.156328
    PC39 > 0.004992982
    ->  class 1\|1  [0.982]

Rule 6/138: (50.8, lift 19.7)
    PC2 > 2.433167
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC40 <= 0.5521411
    PC94 > 0.03668053
    PC96 <= 0.8960416
    ->  class 1\|1  [0.981]

Rule 6/139: (43.7, lift 19.6)
    PC2 <= 2.433167
    PC3 > 0.7432103
    PC17 <= -1.357115
    PC68 > -0.4762601
    ->  class 1\|1  [0.978]

Rule 6/140: (40.5, lift 19.6)
    PC2 > 2.433167
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC26 <= 0.04810011
    PC66 <= -0.505701
    ->  class 1\|1  [0.976]

Rule 6/141: (33.7, lift 19.5)
    PC2 > 2.433167
    PC3 > 1.640775
    PC16 <= 0.9959877
    PC97 > 1.535991
    ->  class 1\|1  [0.972]

Rule 6/142: (33, lift 19.5)
    PC1 > -0.5890457
    PC8 > -3.591267
    PC11 > 1.249153
    PC12 > 2.702868
    ->  class 1\|1  [0.971]

Rule 6/143: (32.3, lift 19.5)
    PC2 > 2.433167
    PC3 > 1.640775
    PC15 <= 2.210645
    PC16 <= -0.8879908
    PC92 > 0.4899847
    ->  class 1\|1  [0.971]

Rule 6/144: (31.3, lift 19.5)
    PC1 > -0.5890457
    PC1 <= 11.01179
    PC2 <= 2.433167
    PC3 <= 0.7432103
    PC8 > -0.3437947
    PC12 <= 2.702868
    PC43 > -1.318185
    PC80 > 0.6370728
    ->  class 1\|1  [0.970]

Rule 6/145: (50.1/0.6, lift 19.4)
    PC1 > -0.5890457
    PC3 <= 0.7432103
    PC6 > 4.247671
    PC9 > 0.2354248
    PC12 <= 2.702868
    PC15 <= 0.03520995
    PC43 > -1.318185
    ->  class 1\|1  [0.969]

Rule 6/146: (35.2/0.2, lift 19.4)
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC19 > 0.2743928
    PC26 <= 0.04810011
    PC38 > -0.3107335
    PC43 <= 0.6239929
    PC77 <= 0.6904395
    PC94 <= 0.03668053
    PC96 <= 0.8960416
    ->  class 1\|1  [0.968]

Rule 6/147: (33.6/0.2, lift 19.4)
    PC2 > 2.433167
    PC3 > 1.640775
    PC15 <= 2.210645
    PC16 <= -0.8879908
    PC38 <= -0.3107335
    PC41 <= 0.4214479
    ->  class 1\|1  [0.966]

Rule 6/148: (38.8/0.4, lift 19.4)
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC26 <= 0.04810011
    PC44 <= 0.3389072
    PC48 > -0.1460233
    PC51 > 0.07648648
    PC96 <= 0.8960416
    ->  class 1\|1  [0.966]

Rule 6/149: (27.1, lift 19.4)
    PC2 > 2.433167
    PC3 > 1.640775
    PC16 > -0.8879908
    PC16 <= 0.9959877
    PC22 > 0.5648835
    ->  class 1\|1  [0.966]

Rule 6/150: (38.2/0.4, lift 19.4)
    PC3 > 0.7432103
    PC17 > -1.357115
    PC48 > 0.6985834
    PC61 > -0.7022358
    PC62 > -0.1312172
    ->  class 1\|1  [0.965]

Rule 6/151: (40.3/0.8, lift 19.2)
    PC2 > 2.433167
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC67 > 0.3560769
    ->  class 1\|1  [0.957]

Rule 6/152: (20.4, lift 19.2)
    PC2 > 2.433167
    PC3 > 1.640775
    PC16 <= 0.9959877
    PC39 <= 0.004992982
    PC67 <= -0.04013975
    ->  class 1\|1  [0.955]

Rule 6/153: (19.2, lift 19.1)
    PC1 > -0.5890457
    PC2 <= 2.433167
    PC7 <= 2.235017
    PC12 > 2.702868
    PC79 <= -0.08564577
    ->  class 1\|1  [0.953]

Rule 6/154: (56.8/1.8, lift 19.1)
    PC1 > 11.01179
    PC3 <= 0.7432103
    PC9 <= 0.2354248
    PC10 > -0.7514341
    PC43 > -1.318185
    PC50 <= 0.5827398
    PC82 <= 0.5142318
    ->  class 1\|1  [0.952]

Rule 6/155: (18.4, lift 19.1)
    PC1 > -0.5890457
    PC2 <= 2.433167
    PC3 <= 0.7432103
    PC9 > 0.2354248
    PC35 <= -0.78012
    ->  class 1\|1  [0.951]

Rule 6/156: (31.9/0.8, lift 19.0)
    PC2 <= 2.433167
    PC3 > 0.7432103
    PC45 > -0.488315
    PC48 <= 0.6985834
    PC50 > -0.1093939
    PC52 > 0.3830603
    PC68 <= 1.194112
    ->  class 1\|1  [0.947]

Rule 6/157: (16.3, lift 19.0)
    PC2 > 2.433167
    PC3 > 1.640775
    PC15 <= 2.210645
    PC16 <= -0.8879908
    PC77 > 0.6904395
    ->  class 1\|1  [0.945]

Rule 6/158: (15.8, lift 18.9)
    PC1 > -0.5890457
    PC2 <= 2.433167
    PC12 > 2.702868
    PC54 > -2.561413
    PC79 <= -0.08564577
    PC88 > 0.02500982
    ->  class 1\|1  [0.944]

Rule 6/159: (81.3/3.8, lift 18.9)
    PC2 > 2.433167
    PC3 > 1.640775
    PC15 <= 2.210645
    PC16 <= -0.8879908
    PC26 > 0.04810011
    PC40 <= 0.5521411
    PC41 <= 0.4214479
    ->  class 1\|1  [0.942]

Rule 6/160: (14.4, lift 18.8)
    PC1 > -0.5890457
    PC3 <= 0.7432103
    PC9 > 0.2354248
    PC12 <= 2.702868
    PC43 > -1.318185
    PC68 > 1.082112
    ->  class 1\|1  [0.939]

Rule 6/161: (13.8, lift 18.8)
    PC2 > 2.433167
    PC3 > 1.640775
    PC16 > -0.8879908
    PC58 <= -0.9120947
    ->  class 1\|1  [0.937]

Rule 6/162: (12.5, lift 18.7)
    PC1 > -0.5890457
    PC2 <= 2.433167
    PC3 <= 0.7432103
    PC10 > -0.7514341
    PC43 > -1.318185
    PC82 <= -0.524808
    ->  class 1\|1  [0.931]

Rule 6/163: (15/0.8, lift 17.9)
    PC1 > -0.5890457
    PC2 <= 2.433167
    PC6 <= -2.042047
    PC12 <= 2.702868
    PC43 <= -1.318185
    ->  class 1\|1  [0.894]

Rule 6/164: (6.9, lift 17.8)
    PC1 > -0.5890457
    PC2 <= 2.433167
    PC6 <= 7.447846
    PC10 > 1.291804
    PC12 > 2.702868
    ->  class 1\|1  [0.888]

Rule 6/165: (31.6/3.2, lift 17.5)
    PC2 <= 2.433167
    PC3 > 0.7432103
    PC19 <= 1.915938
    PC64 > 0.5050352
    PC68 > 1.194112
    ->  class 1\|1  [0.875]

Rule 6/166: (21/2.4, lift 17.1)
    PC2 > 2.433167
    PC3 > 1.640775
    PC16 <= 0.9959877
    PC19 <= -0.8935584
    ->  class 1\|1  [0.852]

Rule 6/167: (4.6, lift 17.0)
    PC2 > 2.433167
    PC2 <= 2.501299
    PC3 > 1.640775
    PC26 <= 0.04810011
    PC43 <= 0.6239929
    PC96 <= 0.8960416
    ->  class 1\|1  [0.850]

Rule 6/168: (4.2, lift 16.8)
    PC2 > 2.433167
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC91 > 1.234356
    ->  class 1\|1  [0.840]

Rule 6/169: (59.2/10.5, lift 16.3)
    PC1 > -0.5890457
    PC11 > 0.05224631
    PC12 > 2.702868
    PC79 <= -0.08564577
    ->  class 1\|1  [0.812]

Rule 6/170: (22.5/6.2, lift 14.2)
    PC1 > -0.5890457
    PC2 <= 2.433167
    PC3 <= 0.7432103
    PC8 > -3.591267
    PC12 <= 2.702868
    PC19 > -1.35993
    PC43 <= -1.318185
    ->  class 1\|1  [0.706]

Rule 6/171: (26.3/13.1, lift 10.1)
    PC2 <= 2.433167
    PC8 > -3.591267
    PC10 <= -0.7514341
    PC60 <= -1.055769
    ->  class 1\|1  [0.501]

Rule 6/172: (225.7/0.4, lift 14.1)
    PC2 > 2.433167
    PC3 > 1.640775
    PC12 <= 0.475891
    PC15 > -1.599951
    PC16 > 0.9959877
    PC53 > -0.1709909
    PC58 > -0.9120947
    ->  class 1\|2  [0.994]

Rule 6/173: (139.5, lift 14.1)
    PC2 <= 2.433167
    PC3 > 0.7432103
    PC12 <= 2.702868
    PC17 > -1.357115
    PC48 <= 0.6985834
    PC50 <= -0.1093939
    PC97 > 0.7988389
    PC100 > 0.1066988
    ->  class 1\|2  [0.993]

Rule 6/174: (100.7/1.8, lift 13.8)
    PC2 > 2.433167
    PC3 > 1.640775
    PC16 > -0.8879908
    PC16 <= 0.9959877
    PC19 > -0.8935584
    PC22 <= 0.5648835
    PC39 <= 0.004992982
    PC67 > -0.04013975
    PC97 <= 1.535991
    ->  class 1\|2  [0.972]

Rule 6/175: (29.1, lift 13.8)
    PC3 > 1.640775
    PC15 > -1.599951
    PC16 > 0.9959877
    PC53 <= -0.1709909
    PC58 > -0.9120947
    PC91 > -0.1814085
    ->  class 1\|2  [0.968]

Rule 6/176: (25.7, lift 13.7)
    PC3 > 1.640775
    PC96 <= -4.783025
    ->  class 1\|2  [0.964]

Rule 6/177: (21.2, lift 13.6)
    PC1 > -0.5890457
    PC2 <= 2.433167
    PC16 > 8.750003
    PC45 > -0.488315
    ->  class 1\|2  [0.957]

Rule 6/178: (58.7/2.4, lift 13.4)
    PC1 > 1.128336
    PC2 > 2.433167
    PC16 > 0.9959877
    ->  class 1\|2  [0.944]

Rule 6/179: (10.7, lift 13.1)
    PC3 > 1.640775
    PC16 > -0.8879908
    PC23 <= -1.156328
    PC39 > 0.004992982
    ->  class 1\|2  [0.922]

Rule 6/180: (4426.2/3390.8, lift 3.3)
    PC1 > -0.5890457
    PC2 <= 2.433167
    ->  class 1\|2  [0.234]

Rule 6/181: (112.3, lift 17.2)
    PC1 <= 1.128336
    PC2 > 2.433167
    PC3 > 1.640775
    PC15 <= -1.599951
    PC96 > -4.783025
    ->  class 1\|3  [0.991]

Rule 6/182: (358.7/3.4, lift 17.2)
    PC2 <= 2.433167
    PC3 > 0.8975353
    PC4 <= 0.8575985
    PC16 <= 8.750003
    PC17 > -1.357115
    PC19 <= 1.915938
    PC21 <= 0.3476662
    PC32 > -0.8016902
    PC36 > -0.661726
    PC45 > -0.488315
    PC50 <= -0.1093939
    PC56 <= 0.3922195
    PC60 > -0.7020851
    PC61 > -0.799757
    PC97 <= 0.7988389
    PC100 <= 0.5561683
    ->  class 1\|3  [0.988]

Rule 6/183: (63.1/0.2, lift 17.1)
    PC2 > -0.9005437
    PC2 <= 2.433167
    PC13 > -0.02991638
    PC19 <= 1.915938
    PC32 <= -0.8016902
    PC50 <= -0.1093939
    PC68 <= 1.194112
    PC97 <= 0.7988389
    ->  class 1\|3  [0.982]

Rule 6/184: (42.6, lift 17.0)
    PC2 > -0.9005437
    PC3 > 0.7432103
    PC8 > -3.591267
    PC10 > -0.7514341
    PC16 > -1.267831
    PC19 <= 1.915938
    PC43 <= -0.4895483
    PC50 > -0.1093939
    PC68 <= 1.194112
    ->  class 1\|3  [0.978]

Rule 6/185: (66/0.6, lift 17.0)
    PC2 <= 2.433167
    PC3 > 0.04344784
    PC8 > -3.591267
    PC10 <= -0.7514341
    PC18 > -0.492968
    PC32 <= 0.7807105
    PC60 > -1.055769
    PC68 > -2.164598
    ->  class 1\|3  [0.976]

Rule 6/186: (113.4/1.9, lift 17.0)
    PC2 <= 2.433167
    PC3 > 0.8975353
    PC4 > -1.327739
    PC12 <= 1.585007
    PC17 > -1.357115
    PC21 > 0.3476662
    PC45 > -0.488315
    PC68 <= 1.194112
    ->  class 1\|3  [0.975]

Rule 6/187: (36.2/0.4, lift 16.8)
    PC2 > 2.433167
    PC3 > 1.640775
    PC15 > -1.599951
    PC16 > 0.9959877
    PC53 <= -0.1709909
    PC91 <= -0.1814085
    ->  class 1\|3  [0.963]

Rule 6/188: (29.2/0.2, lift 16.7)
    PC3 > 0.7432103
    PC16 > -1.267831
    PC50 > -0.1093939
    PC68 <= 1.194112
    PC75 > 1.649806
    ->  class 1\|3  [0.961]

Rule 6/189: (14.5, lift 16.3)
    PC9 > 0.2354248
    PC10 > -0.7514341
    PC10 <= -0.7035123
    ->  class 1\|3  [0.939]

Rule 6/190: (29.1/1, lift 16.3)
    PC2 > -0.9005437
    PC2 <= 2.433167
    PC16 > -1.267831
    PC45 > -0.488315
    PC50 > -0.1093939
    PC52 <= 0.3830603
    PC90 <= -0.4697377
    ->  class 1\|3  [0.936]

Rule 6/191: (14.4/0.4, lift 15.9)
    PC2 > -0.9005437
    PC9 > 1.678394
    PC12 <= 2.702868
    PC19 <= 1.915938
    PC32 <= -0.8016902
    PC50 <= -0.1093939
    PC68 <= 1.194112
    ->  class 1\|3  [0.915]

Rule 6/192: (6.9/0.2, lift 15.1)
    PC1 > -0.5890457
    PC2 <= 2.433167
    PC19 <= 1.915938
    PC45 > -0.488315
    PC68 <= 1.194112
    PC97 > 0.7988389
    PC100 <= 0.1066988
    ->  class 1\|3  [0.865]

Rule 6/193: (5.3, lift 15.0)
    PC1 > -0.5890457
    PC12 > 2.702868
    PC75 > 0.7424248
    ->  class 1\|3  [0.863]

Rule 6/194: (54.6/9.7, lift 14.1)
    PC2 > 2.433167
    PC3 > 1.640775
    PC12 > 0.475891
    PC16 > 0.9959877
    ->  class 1\|3  [0.810]

Rule 6/195: (3.7/0.2, lift 13.7)
    PC1 > -0.5890457
    PC8 <= -3.591267
    PC13 <= 0.6334361
    PC19 <= -1.380552
    ->  class 1\|3  [0.788]

Rule 6/196: (52.1/13, lift 12.9)
    PC2 <= 2.433167
    PC3 > 0.7432103
    PC3 <= 0.8975353
    PC41 <= 0.06627246
    ->  class 1\|3  [0.740]

Rule 6/197: (29.9/9.7, lift 11.6)
    PC1 > -0.5890457
    PC8 > -3.591267
    PC12 <= 2.702868
    PC15 <= -3.045276
    PC19 <= 1.915938
    PC21 <= 0.3476662
    PC68 <= 1.194112
    ->  class 1\|3  [0.664]

Rule 6/198: (250.3/2.6, lift 13.5)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC8 > 0.281837
    PC10 <= -0.1560069
    PC68 > 0.5208737
    ->  class 2\|0  [0.986]

Rule 6/199: (66.8/0.4, lift 13.4)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC8 > 0.281837
    PC10 <= 0.1907428
    PC21 <= 1.617817
    PC34 <= -0.6045018
    PC56 <= 0.5283641
    ->  class 2\|0  [0.980]

Rule 6/200: (45, lift 13.4)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC8 > 0.281837
    PC10 <= -0.1560069
    PC77 <= -0.8103676
    ->  class 2\|0  [0.979]

Rule 6/201: (37.3, lift 13.3)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC8 > 0.281837
    PC8 <= 2.7084
    PC10 <= -0.1560069
    PC57 > 0.8008868
    ->  class 2\|0  [0.975]

Rule 6/202: (26.5, lift 13.2)
    PC1 > -0.5890457
    PC1 <= 11.01179
    PC2 <= 2.433167
    PC3 <= 0.7432103
    PC5 > -4.853271
    PC10 > -0.7514341
    PC67 <= -0.5398086
    ->  class 2\|0  [0.965]

Rule 6/203: (411.4/13.9, lift 13.2)
    PC8 > 2.7084
    PC10 <= 0.1907428
    PC19 <= 1.08119
    PC21 > 1.617817
    PC56 <= 0.5283641
    PC58 <= 0.7272768
    ->  class 2\|0  [0.964]

Rule 6/204: (58.1/1.6, lift 13.1)
    PC1 > -0.5890457
    PC1 <= 11.01179
    PC2 <= 2.433167
    PC3 <= 0.7432103
    PC8 > -0.3437947
    PC9 <= 0.2354248
    PC12 <= 2.702868
    PC59 <= 0.04371605
    ->  class 2\|0  [0.956]

Rule 6/205: (26.1/1, lift 12.7)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC4 > 0.1271644
    PC8 > 0.281837
    PC10 <= -0.1560069
    ->  class 2\|0  [0.929]

Rule 6/206: (33.5/2.8, lift 12.2)
    PC1 <= -0.5890457
    PC8 > 0.281837
    PC8 <= 2.7084
    PC10 > -0.1560069
    PC31 <= -0.4724667
    PC44 > 0.6014566
    ->  class 2\|0  [0.893]

Rule 6/207: (6.2/0.2, lift 11.7)
    PC1 > -0.5890457
    PC1 <= 11.01179
    PC2 <= 2.433167
    PC8 > -3.591267
    PC8 <= -0.3437947
    PC19 > -2.019373
    PC56 > 2.073715
    ->  class 2\|0  [0.853]

Rule 6/208: (1402.1/559.2, lift 8.2)
    PC1 <= -0.5890457
    PC8 > 2.7084
    ->  class 2\|0  [0.601]

Rule 6/209: (739.5/360, lift 7.0)
    PC1 > -0.5890457
    PC2 <= 2.433167
    PC8 > -3.591267
    PC10 <= -0.7514341
    PC32 > 0.7807105
    PC68 > -2.164598
    ->  class 2\|0  [0.513]

Rule 6/210: (176.1, lift 9.5)
    PC1 <= -0.5890457
    PC8 > 1.526527
    PC8 <= 2.7084
    PC10 > -0.1560069
    PC36 > -0.3502766
    PC40 > -1.48402
    PC44 <= 0.6014566
    PC49 > -0.5609685
    PC62 > -1.103371
    PC70 <= 0.2946905
    PC71 <= -0.04672362
    PC83 <= 1.037833
    ->  class 2\|1  [0.994]

Rule 6/211: (102.4, lift 9.4)
    PC1 <= -0.5890457
    PC8 > 2.7084
    PC19 > 1.08119
    ->  class 2\|1  [0.990]

Rule 6/212: (81, lift 9.4)
    PC8 > 2.7084
    PC21 <= 1.617817
    PC38 > -0.6547016
    PC94 > 0.5125971
    ->  class 2\|1  [0.988]

Rule 6/213: (76.8, lift 9.4)
    PC2 <= -6.886415
    PC8 > 0.281837
    PC8 <= 2.7084
    PC10 <= 0.8184493
    PC21 > -1.450372
    PC62 > -1.103371
    PC93 > -0.3001563
    ->  class 2\|1  [0.987]

Rule 6/214: (60.9, lift 9.4)
    PC2 <= -9.599361
    ->  class 2\|1  [0.984]

Rule 6/215: (56, lift 9.4)
    PC1 <= -0.5890457
    PC8 > 0.281837
    PC8 <= 2.7084
    PC10 > -0.1560069
    PC44 <= 0.6014566
    PC62 <= -1.103371
    PC95 <= 0.06346072
    ->  class 2\|1  [0.983]

Rule 6/216: (52.8, lift 9.4)
    PC1 <= -0.5890457
    PC8 > 0.281837
    PC21 <= -1.450372
    PC23 <= 0.8331635
    ->  class 2\|1  [0.982]

Rule 6/217: (45.2, lift 9.3)
    PC1 <= -0.5890457
    PC8 > 2.7084
    PC10 > 0.1907428
    PC20 > -0.04816378
    PC84 > 0.02137185
    ->  class 2\|1  [0.979]

Rule 6/218: (35.3, lift 9.3)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC8 > 0.281837
    PC10 <= 0.1907428
    PC19 <= 1.08119
    PC56 > 0.5283641
    ->  class 2\|1  [0.973]

Rule 6/219: (189.4/4.4, lift 9.3)
    PC3 <= -0.02776481
    PC8 > 2.7084
    PC10 <= 0.1907428
    PC15 > -2.180516
    PC19 > -1.409464
    PC21 <= 1.617817
    PC33 > -0.4755037
    PC34 > -0.6045018
    PC37 > -0.6067919
    PC44 <= 1.090151
    PC54 <= 1.35991
    PC55 > -0.8018664
    PC69 <= 0.313289
    PC81 > -0.3697231
    ->  class 2\|1  [0.972]

Rule 6/220: (37.7/0.4, lift 9.2)
    PC1 <= -0.5890457
    PC8 > 2.7084
    PC16 > 0.5445666
    PC21 <= 1.617817
    ->  class 2\|1  [0.965]

Rule 6/221: (83/2.1, lift 9.2)
    PC1 > -0.5890457
    PC1 <= 11.01179
    PC2 <= 2.433167
    PC3 <= 0.7432103
    PC8 > -0.3437947
    PC9 <= 0.2354248
    PC10 > -0.7514341
    PC21 > -0.2623605
    PC52 > 0.03497877
    PC59 > 0.04371605
    PC67 > -0.5398086
    PC75 <= 1.339
    PC80 <= 0.6370728
    ->  class 2\|1  [0.963]

Rule 6/222: (75.1/2.1, lift 9.1)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC3 > -2.057374
    PC6 <= -0.5545787
    PC8 > -2.879138
    PC8 <= 0.281837
    PC28 > 0.0711863
    PC33 > 0.223094
    PC40 <= -0.1200228
    PC57 > -0.116783
    ->  class 2\|1  [0.959]

Rule 6/223: (21.1, lift 9.1)
    PC8 > 0.281837
    PC21 > 1.617817
    PC58 > 0.7272768
    ->  class 2\|1  [0.957]

Rule 6/224: (167.4/6.3, lift 9.1)
    PC1 <= -0.5890457
    PC8 > 2.7084
    PC10 > 0.1907428
    PC84 <= 0.02137185
    ->  class 2\|1  [0.957]

Rule 6/225: (306.9/17.4, lift 9.0)
    PC1 <= -0.5890457
    PC8 > 0.281837
    PC8 <= 2.7084
    PC10 > -0.1542242
    PC20 <= 0.4922743
    PC21 > -1.450372
    PC40 > -1.48402
    PC44 <= 0.6014566
    PC62 > -1.103371
    PC71 > -0.04672362
    PC85 > -1.243067
    ->  class 2\|1  [0.940]

Rule 6/226: (256.5/17.6, lift 8.8)
    PC1 <= -0.5890457
    PC3 > -1.031149
    PC8 > 0.281837
    PC8 <= 1.488642
    PC10 <= 0.8184493
    PC12 > -2.219162
    PC19 <= 3.330179
    PC23 <= 1.044799
    PC29 <= 0.1647431
    PC36 > -0.3502766
    PC41 <= 1.458959
    PC44 <= 0.6014566
    PC52 > -0.08225534
    PC62 > -1.103371
    PC85 <= 0.7008537
    PC93 > -0.3001563
    ->  class 2\|1  [0.928]

Rule 6/227: (147.1/10.2, lift 8.8)
    PC1 <= -0.5890457
    PC8 > 0.281837
    PC8 <= 2.7084
    PC10 > -0.05467589
    PC24 <= 1.019644
    PC31 > -0.4724667
    PC32 > -3.066327
    PC44 > 0.6014566
    ->  class 2\|1  [0.925]

Rule 6/228: (28.8/1.4, lift 8.8)
    PC1 <= -0.5890457
    PC8 > 2.7084
    PC19 <= -1.409464
    PC21 <= 1.617817
    PC56 > 0.220751
    ->  class 2\|1  [0.921]

Rule 6/229: (9.9, lift 8.7)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC8 > 0.281837
    PC23 > 0.8331635
    PC29 > 0.2621103
    ->  class 2\|1  [0.916]

Rule 6/230: (12.1/0.2, lift 8.7)
    PC8 > 0.281837
    PC10 <= 0.1907428
    PC19 <= -1.409464
    PC21 <= 1.617817
    PC38 <= -0.6547016
    ->  class 2\|1  [0.915]

Rule 6/231: (9.5, lift 8.7)
    PC1 > 11.01179
    PC3 <= 0.7432103
    PC8 > -3.591267
    PC43 > -1.318185
    PC82 > 0.5142318
    ->  class 2\|1  [0.913]

Rule 6/232: (68.4/7.6, lift 8.4)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC3 > -2.057374
    PC6 <= -0.5545787
    PC8 > -0.2924296
    PC8 <= 0.281837
    PC9 <= 11.4065
    PC28 > 0.0711863
    PC57 > -0.116783
    ->  class 2\|1  [0.878]

Rule 6/233: (313/37.6, lift 8.4)
    PC1 <= -0.5890457
    PC4 <= 0.1271644
    PC8 > 0.281837
    PC8 <= 2.7084
    PC10 <= -0.1560069
    PC11 > -2.740309
    PC57 <= 0.8008868
    PC68 <= 0.5208737
    PC77 > -0.8103676
    ->  class 2\|1  [0.877]

Rule 6/234: (5.7, lift 8.3)
    PC1 > -0.5890457
    PC2 <= 2.433167
    PC3 <= 0.7432103
    PC9 > 0.2354248
    PC88 > 0.3243824
    ->  class 2\|1  [0.871]

Rule 6/235: (33.5/11.5, lift 6.2)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC6 <= 7.437534
    PC8 > -2.879138
    PC9 <= 11.4065
    PC45 > 0.3060665
    PC57 <= -0.116783
    ->  class 2\|1  [0.647]

Rule 6/236: (85.9/31.1, lift 6.0)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC8 > -2.879138
    PC8 <= 0.281837
    PC19 > -3.372171
    PC32 > 1.601086
    PC57 > -0.116783
    ->  class 2\|1  [0.634]

Rule 6/237: (51/19.3, lift 5.9)
    PC2 <= 2.433167
    PC6 <= 7.437534
    PC9 > -4.402143
    PC9 <= 11.4065
    PC28 > -0.1345458
    PC46 <= -0.303809
    PC57 <= -0.116783
    PC91 > 0.1406806
    ->  class 2\|1  [0.618]

Rule 6/238: (22.3/9.4, lift 5.5)
    PC2 <= 2.433167
    PC8 > -2.879138
    PC57 <= -0.116783
    PC87 > 3.563973
    ->  class 2\|1  [0.573]

Rule 6/239: (154.8/122.3, lift 2.0)
    PC8 > -2.879138
    PC9 > 11.4065
    ->  class 2\|1  [0.214]

Rule 6/240: (144.5, lift 10.8)
    PC8 > -2.879138
    PC8 <= 0.281837
    PC9 > 7.567295
    PC29 > -0.2631929
    PC31 <= 1.98081
    PC32 <= 1.601086
    PC87 <= 4.054516
    PC96 > -1.318192
    PC100 <= 3.830744
    ->  class 2\|2  [0.993]

Rule 6/241: (59.3, lift 10.7)
    PC2 <= 2.433167
    PC6 <= -0.3276084
    PC8 <= -2.879138
    PC13 > -1.104129
    PC34 > -0.1946163
    PC37 <= 0.7552123
    PC43 <= -0.2442445
    PC64 > -0.4155906
    PC73 <= 0.6333374
    PC76 <= 0.290032
    ->  class 2\|2  [0.984]

Rule 6/242: (123.7/1.4, lift 10.6)
    PC8 > -2.879138
    PC8 <= 0.281837
    PC9 > 11.4065
    PC68 <= 3.504594
    PC100 <= 3.830744
    ->  class 2\|2  [0.981]

Rule 6/243: (78.6/0.6, lift 10.6)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC8 > -2.879138
    PC19 > -3.372171
    PC23 > 2.370828
    PC29 > -0.2631929
    ->  class 2\|2  [0.980]

Rule 6/244: (39, lift 10.6)
    PC1 <= -0.5890457
    PC8 > 0.281837
    PC8 <= 1.526527
    PC10 > -0.1560069
    PC44 <= 0.6014566
    PC62 > -1.103371
    PC71 <= -0.04672362
    PC83 <= 1.037833
    PC93 <= -0.3001563
    ->  class 2\|2  [0.976]

Rule 6/245: (40.2/0.2, lift 10.5)
    PC2 <= 2.433167
    PC4 <= 0.2633905
    PC8 > -2.879138
    PC8 <= 0.281837
    PC38 <= 0.4308956
    PC44 <= 0.4737972
    PC51 > -0.2868612
    PC71 > 1.15888
    PC96 > -1.318192
    PC100 <= 3.830744
    ->  class 2\|2  [0.972]

Rule 6/246: (460.9/12.2, lift 10.5)
    PC1 <= -0.5890457
    PC2 > -9.599361
    PC2 <= 2.433167
    PC6 <= 7.437534
    PC8 > -2.879138
    PC8 <= 0.281837
    PC19 > -3.372171
    PC26 <= 2.961563
    PC28 > -0.1271087
    PC45 <= 0.3060665
    PC46 > -0.303809
    PC57 <= -0.116783
    PC60 <= -0.1070707
    PC76 <= 0.6005656
    PC81 <= 0.5237178
    PC87 <= 3.563973
    ->  class 2\|2  [0.971]

Rule 6/247: (35.7/0.2, lift 10.5)
    PC1 <= -0.5890457
    PC2 > -6.886415
    PC2 <= 2.433167
    PC8 > 0.281837
    PC8 <= 1.526527
    PC20 <= 0.4922743
    PC23 > 1.044799
    PC44 <= 0.6014566
    PC71 <= -0.04672362
    PC83 <= 1.037833
    ->  class 2\|2  [0.968]

Rule 6/248: (423.3/13.7, lift 10.5)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC6 <= 7.437534
    PC8 > -2.879138
    PC8 <= 0.281837
    PC16 > -0.765205
    PC19 > -3.372171
    PC26 <= 2.961563
    PC28 > -0.1271087
    PC33 <= 0.437591
    PC45 <= 0.3060665
    PC46 > -0.303809
    PC57 <= -0.116783
    PC76 <= 0.6005656
    PC81 <= 0.5237178
    PC87 <= 3.563973
    ->  class 2\|2  [0.966]

Rule 6/249: (93.3/2.2, lift 10.5)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC8 > -2.879138
    PC8 <= 0.281837
    PC15 <= -0.8998862
    PC19 > -3.372171
    PC44 <= 0.4737972
    PC76 <= 0.3063357
    PC93 > 0.5879023
    ->  class 2\|2  [0.966]

Rule 6/250: (32.1/0.2, lift 10.5)
    PC2 <= 2.433167
    PC8 > -2.879138
    PC8 <= 0.281837
    PC29 > -0.2631929
    PC32 <= 1.601086
    PC45 <= 0.3723633
    PC65 <= -1.51268
    PC96 > -1.318192
    PC100 <= 3.830744
    ->  class 2\|2  [0.965]

Rule 6/251: (59.3/1.4, lift 10.4)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC6 <= -0.5545787
    PC8 > -2.879138
    PC8 <= -0.2924296
    PC19 > -3.372171
    PC28 > 0.0711863
    PC33 <= 0.223094
    PC55 > -1.643115
    PC57 > -0.116783
    PC100 <= 3.830744
    ->  class 2\|2  [0.960]

Rule 6/252: (171/6.1, lift 10.4)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC8 > -2.879138
    PC8 <= 0.281837
    PC11 > -1.913164
    PC19 > -3.372171
    PC28 <= 0.0711863
    PC29 > -0.2631929
    PC40 <= -0.7292283
    PC45 <= 0.3723633
    PC96 > -1.318192
    ->  class 2\|2  [0.959]

Rule 6/253: (79.3/2.4, lift 10.4)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC8 <= 0.281837
    PC15 > -0.8998862
    PC15 <= 3.862999
    PC28 <= 0.0711863
    PC38 > 0.4308956
    PC51 > -0.2868612
    PC65 <= 0.912097
    PC76 <= 0.3063357
    ->  class 2\|2  [0.958]

Rule 6/254: (22, lift 10.4)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC8 > -2.879138
    PC8 <= 0.281837
    PC28 <= 0.0711863
    PC29 > -0.2631929
    PC44 <= 0.4737972
    PC51 <= -0.7118331
    ->  class 2\|2  [0.958]

Rule 6/255: (17.9, lift 10.3)
    PC1 <= -0.5890457
    PC8 > 0.281837
    PC19 > 3.330179
    PC44 <= 0.6014566
    PC71 <= -0.04672362
    ->  class 2\|2  [0.950]

Rule 6/256: (28.9/0.6, lift 10.3)
    PC1 <= -0.5890457
    PC2 > -6.886415
    PC3 <= -1.031149
    PC8 > 0.281837
    PC8 <= 1.526527
    PC44 <= 0.6014566
    PC62 > -1.103371
    ->  class 2\|2  [0.948]

Rule 6/257: (20.6/0.2, lift 10.3)
    PC1 <= -0.5890457
    PC2 > -6.886415
    PC8 > 0.281837
    PC8 <= 1.526527
    PC10 > -0.1560069
    PC52 <= -0.08225534
    PC93 > -0.3001563
    ->  class 2\|2  [0.947]

Rule 6/258: (16.1, lift 10.3)
    PC1 <= -0.5890457
    PC8 > 1.488642
    PC8 <= 1.526527
    PC10 > -0.1560069
    PC44 <= 0.6014566
    PC71 <= -0.04672362
    ->  class 2\|2  [0.945]

Rule 6/259: (15.1, lift 10.2)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC8 > 0.281837
    PC20 > 0.4922743
    PC21 > -1.450372
    PC44 <= 0.6014566
    ->  class 2\|2  [0.941]

Rule 6/260: (15, lift 10.2)
    PC1 > -0.5890457
    PC2 <= 2.433167
    PC3 <= 0.7432103
    PC5 > -4.853271
    PC8 > -0.3437947
    PC9 <= 0.2354248
    PC21 <= -0.2623605
    PC43 > -1.318185
    ->  class 2\|2  [0.941]

Rule 6/261: (14.5, lift 10.2)
    PC1 <= -0.5890457
    PC2 > -6.886415
    PC8 > 0.281837
    PC8 <= 1.526527
    PC44 <= 0.6014566
    PC62 > -1.103371
    PC71 <= -0.04672362
    PC83 <= 1.037833
    PC85 > 0.7008537
    ->  class 2\|2  [0.940]

Rule 6/262: (12.6, lift 10.1)
    PC1 > -0.5890457
    PC1 <= 11.01179
    PC2 <= 2.433167
    PC3 <= 0.7432103
    PC5 > -4.853271
    PC8 > -3.591267
    PC9 <= 0.2354248
    PC10 > -0.7514341
    PC43 > -1.318185
    PC52 <= 0.03497877
    PC59 > 0.04371605
    ->  class 2\|2  [0.932]

Rule 6/263: (15.1/0.2, lift 10.1)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC6 > -0.5545787
    PC8 > -2.879138
    PC8 <= 0.281837
    PC28 > 0.0711863
    PC64 > 0.1902735
    ->  class 2\|2  [0.930]

Rule 6/264: (398.4/27.2, lift 10.1)
    PC1 <= -0.5890457
    PC2 > -9.599361
    PC2 <= 2.433167
    PC8 > -2.879138
    PC8 <= 0.281837
    PC16 > -0.5452234
    PC28 > -0.1345458
    PC37 <= 1.408006
    PC57 <= -0.116783
    PC76 <= 0.6005656
    PC81 <= 0.5237178
    PC87 <= 3.563973
    PC91 <= 0.1406806
    ->  class 2\|2  [0.930]

Rule 6/265: (46.6/2.4, lift 10.1)
    PC1 <= -0.5890457
    PC2 > -6.886415
    PC2 <= 2.433167
    PC8 > 0.281837
    PC8 <= 1.526527
    PC29 > 0.1647431
    PC44 <= 0.6014566
    PC62 > -1.103371
    PC71 <= -0.04672362
    ->  class 2\|2  [0.929]

Rule 6/266: (178.7/13.3, lift 10.0)
    PC2 <= 2.433167
    PC4 <= 0.2633905
    PC8 > -2.879138
    PC8 <= 0.281837
    PC15 > -0.8998862
    PC44 <= 0.4737972
    PC47 <= 0.3664965
    PC55 > 0.4662306
    PC76 <= 0.3063357
    PC96 > -1.318192
    ->  class 2\|2  [0.921]

Rule 6/267: (18.1/0.6, lift 10.0)
    PC1 <= -0.5890457
    PC8 > 1.526527
    PC8 <= 2.7084
    PC10 > -0.1560069
    PC44 <= 0.6014566
    PC49 <= -0.5609685
    PC71 <= -0.04672362
    ->  class 2\|2  [0.920]

Rule 6/268: (32.6/1.8, lift 10.0)
    PC1 <= -0.5890457
    PC8 > 0.281837
    PC8 <= 2.7084
    PC10 > 0.8184493
    PC40 > -1.48402
    PC44 <= 0.6014566
    PC71 <= -0.04672362
    ->  class 2\|2  [0.919]

Rule 6/269: (12.6/0.2, lift 10.0)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC8 > -2.879138
    PC8 <= 0.281837
    PC19 > -3.372171
    PC29 > -0.2631929
    PC32 > 1.570666
    PC32 <= 1.601086
    ->  class 2\|2  [0.918]

Rule 6/270: (244.6/19.7, lift 9.9)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC8 > -2.879138
    PC8 <= 0.281837
    PC10 > -0.3763258
    PC15 > -0.8998862
    PC15 <= 3.289732
    PC19 > -3.372171
    PC28 <= 0.0711863
    PC43 > -1.170159
    PC44 > -0.9005636
    PC44 <= 0.4737972
    PC47 <= 0.3664965
    PC51 > -0.2868612
    PC52 <= 0.1611216
    PC55 > -0.7171825
    PC55 <= 0.4662306
    PC57 > -0.116783
    PC61 > -1.441893
    PC65 <= 0.912097
    PC76 <= 0.2717692
    PC77 <= 0.5674579
    PC78 > -0.06927336
    ->  class 2\|2  [0.916]

Rule 6/271: (9.6, lift 9.9)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC8 > 0.281837
    PC8 <= 2.7084
    PC21 > -1.450372
    PC40 <= -1.48402
    PC44 <= 0.6014566
    PC62 > -1.103371
    ->  class 2\|2  [0.914]

Rule 6/272: (9.1, lift 9.9)
    PC1 <= -0.5890457
    PC4 <= 0.2633905
    PC6 > 5.915107
    PC8 <= 0.281837
    PC15 <= 3.862999
    ->  class 2\|2  [0.910]

Rule 6/273: (8.7, lift 9.8)
    PC2 <= 2.433167
    PC8 > 0.281837
    PC8 <= 2.7084
    PC10 <= 0.8184493
    PC44 <= 0.6014566
    PC71 <= -0.04672362
    PC83 > 1.037833
    ->  class 2\|2  [0.907]

Rule 6/274: (75.5/7.2, lift 9.7)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC8 > 0.281837
    PC8 <= 1.526527
    PC12 <= -2.219162
    PC44 <= 0.6014566
    PC71 <= -0.04672362
    PC83 <= 1.037833
    ->  class 2\|2  [0.894]

Rule 6/275: (86.9/8.5, lift 9.7)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC8 > 0.281837
    PC21 <= -1.450372
    PC23 > 0.8331635
    ->  class 2\|2  [0.894]

Rule 6/276: (7.6/0.2, lift 9.5)
    PC2 <= 2.433167
    PC8 > -2.879138
    PC8 <= 0.281837
    PC32 <= 1.601086
    PC44 > 0.4737972
    PC57 > -0.116783
    PC57 <= -0.07767463
    ->  class 2\|2  [0.875]

Rule 6/277: (45.1/5, lift 9.5)
    PC1 > -0.5890457
    PC1 <= 11.01179
    PC2 <= 2.433167
    PC3 <= 0.7432103
    PC5 > -4.853271
    PC8 > -3.591267
    PC8 <= -0.3437947
    PC10 > -0.7514341
    PC11 <= 2.046466
    PC56 <= 2.073715
    PC83 <= -0.130059
    ->  class 2\|2  [0.874]

Rule 6/278: (5.3, lift 9.4)
    PC1 <= -0.5890457
    PC8 > 0.281837
    PC10 <= -0.1560069
    PC11 <= -2.740309
    ->  class 2\|2  [0.864]

Rule 6/279: (4.5, lift 9.2)
    PC1 <= -0.5890457
    PC8 <= 0.281837
    PC19 <= -3.372171
    PC40 <= -1.119929
    ->  class 2\|2  [0.846]

Rule 6/280: (22.6/3.4, lift 8.9)
    PC8 > 0.281837
    PC8 <= 1.526527
    PC12 > -2.219162
    PC29 <= 0.1647431
    PC41 > 1.458959
    PC44 <= 0.6014566
    PC71 <= -0.04672362
    ->  class 2\|2  [0.819]

Rule 6/281: (19.4/7.9, lift 6.3)
    PC2 <= 2.433167
    PC8 > -2.879138
    PC8 <= 0.281837
    PC9 <= 7.567295
    PC23 <= -1.569168
    PC44 > 0.4737972
    PC100 <= 3.830744
    ->  class 2\|2  [0.585]

Rule 6/282: (17.7/7.6, lift 6.1)
    PC1 <= -0.5890457
    PC8 > 1.526527
    PC8 <= 2.7084
    PC21 > -1.450372
    PC44 <= 0.6014566
    PC70 > 0.2946905
    ->  class 2\|2  [0.565]

Rule 6/283: (10.3/5.3, lift 5.3)
    PC10 > -0.1560069
    PC10 <= -0.1542242
    ->  class 2\|2  [0.485]

Rule 6/284: (109.9, lift 8.2)
    PC1 <= -0.5890457
    PC15 > 3.862999
    PC28 <= 0.0711863
    PC40 > -0.7292283
    PC45 <= 0.3723633
    PC57 > -0.116783
    ->  class 2\|3  [0.991]

Rule 6/285: (80.7, lift 8.2)
    PC2 <= 2.433167
    PC8 <= 0.281837
    PC9 <= 7.567295
    PC38 <= 0.4308956
    PC40 > -0.7292283
    PC44 > -0.9005636
    PC45 <= 0.3723633
    PC52 <= 0.1611216
    PC77 > 0.5674579
    PC78 > -0.06927336
    ->  class 2\|3  [0.988]

Rule 6/286: (91.6/0.2, lift 8.2)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC8 <= 0.281837
    PC9 <= 11.4065
    PC55 <= -1.643115
    PC100 <= 3.830744
    ->  class 2\|3  [0.987]

Rule 6/287: (64.4, lift 8.1)
    PC1 > -0.5890457
    PC2 <= 2.433167
    PC8 <= -3.591267
    PC19 > -1.380552
    PC43 <= -0.1397224
    ->  class 2\|3  [0.985]

Rule 6/288: (66.3, lift 8.2)
    PC1 > -0.5890457
    PC1 <= 11.01179
    PC3 <= 0.7432103
    PC8 > -3.591267
    PC8 <= -0.3437947
    PC9 <= 0.2354248
    PC10 > -0.7514341
    PC19 > -2.019373
    PC43 > -1.318185
    PC67 > -0.404483
    PC83 > -0.130059
    ->  class 2\|3  [0.985]

Rule 6/289: (79.4/0.2, lift 8.2)
    PC8 <= -2.879138
    PC13 <= -1.104129
    ->  class 2\|3  [0.985]

Rule 6/290: (60.9, lift 8.1)
    PC1 > -0.5890457
    PC8 <= -3.591267
    PC14 > 1.479784
    PC19 > -1.380552
    ->  class 2\|3  [0.984]

Rule 6/291: (84.7/0.4, lift 8.1)
    PC2 <= 2.433167
    PC4 <= 0.2633905
    PC8 <= 0.281837
    PC9 <= 7.567295
    PC15 > -0.8998862
    PC28 <= 0.0711863
    PC29 > -0.2631929
    PC32 <= 1.601086
    PC51 > -0.7118331
    PC51 <= -0.2868612
    PC57 > -0.116783
    ->  class 2\|3  [0.984]

Rule 6/292: (37.4, lift 8.1)
    PC1 > -0.5890457
    PC2 <= 2.433167
    PC8 <= -3.591267
    PC19 > -1.380552
    PC30 > -0.1879708
    ->  class 2\|3  [0.975]

Rule 6/293: (30.3/0.4, lift 7.9)
    PC1 > -0.5890457
    PC2 <= 2.433167
    PC8 <= -3.591267
    PC26 > 1.241181
    ->  class 2\|3  [0.957]

Rule 6/294: (20.2, lift 7.9)
    PC1 > -0.5890457
    PC2 <= 2.433167
    PC13 > 0.6334361
    PC97 > 1.696316
    ->  class 2\|3  [0.955]

Rule 6/295: (18.5, lift 7.9)
    PC1 > -0.5890457
    PC1 <= 11.01179
    PC5 > -4.853271
    PC8 > -3.591267
    PC8 <= -0.3437947
    PC11 > 2.046466
    PC19 > -2.019373
    PC83 <= -0.130059
    ->  class 2\|3  [0.951]

Rule 6/296: (11/1.6, lift 6.6)
    PC1 <= -0.5890457
    PC8 > -2.879138
    PC8 <= 0.281837
    PC26 > 2.961563
    PC46 > -0.303809
    PC57 <= -0.116783
    PC100 <= 3.830744
    ->  class 2\|3  [0.797]

Rule 6/297: (12041.5/9631.8, lift 1.7)
    PC2 <= 2.433167
    ->  class 2\|3  [0.200]

Rule 6/298: (217.9/2, lift 22.2)
    PC1 <= -0.5890457
    PC8 <= -2.879138
    PC16 <= 0.3713317
    PC17 <= 0.9892711
    PC19 <= 3.731518
    PC35 > -1.781289
    PC43 > -0.2442445
    PC72 > -0.504717
    PC96 <= 0.1991651
    PC97 > 0.04421862
    ->  class 2\|4  [0.986]

Rule 6/299: (53.9, lift 22.1)
    PC8 <= -2.879138
    PC19 <= -4.58197
    ->  class 2\|4  [0.982]

Rule 6/300: (72.8/1.2, lift 21.9)
    PC1 <= -0.5890457
    PC7 > -1.589333
    PC8 <= -2.879138
    PC9 <= 1.342939
    PC28 > 0.03648414
    PC35 > -1.781289
    PC40 > -0.3335989
    ->  class 2\|4  [0.971]

Rule 6/301: (330.1/11.4, lift 21.7)
    PC8 <= -2.879138
    PC12 <= 2.529128
    PC16 <= 0.3713317
    PC17 <= 0.9892711
    PC19 <= 3.731518
    PC23 <= 2.385667
    PC36 <= 0.9121976
    PC39 <= 0.1802836
    PC40 > -0.3335989
    PC43 > -0.2442445
    PC54 > -0.6117583
    PC55 <= -0.12774
    PC59 <= 0.1286327
    PC72 > -0.504717
    PC81 <= 0.2663418
    PC92 <= 0.1706715
    PC96 <= 0.1991651
    ->  class 2\|4  [0.963]

Rule 6/302: (21.9/0.2, lift 21.4)
    PC1 <= -0.5890457
    PC8 > -2.879138
    PC8 <= 0.281837
    PC19 <= -3.372171
    PC73 > 0.2751132
    ->  class 2\|4  [0.950]

Rule 6/303: (17.9/0.2, lift 21.2)
    PC8 <= -2.879138
    PC9 > 1.342939
    PC23 <= 2.385667
    PC35 > -1.781289
    PC40 > -0.3335989
    PC43 > -0.2442445
    PC72 > -0.504717
    PC96 > 0.1991651
    ->  class 2\|4  [0.940]

Rule 6/304: (13.9, lift 21.1)
    PC1 <= -0.5890457
    PC19 <= -3.372171
    PC96 > 0.3121356
    ->  class 2\|4  [0.937]

Rule 6/305: (13.8, lift 21.1)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC8 > -2.879138
    PC8 <= 0.281837
    PC28 <= 0.0711863
    PC45 > 0.3723633
    PC57 > -0.116783
    PC97 <= -0.1895619
    ->  class 2\|4  [0.937]

Rule 6/306: (61.4/3.2, lift 21.0)
    PC2 <= 2.433167
    PC8 <= -2.879138
    PC43 > -0.2442445
    PC76 <= -0.7858639
    ->  class 2\|4  [0.934]

Rule 6/307: (181.1/11.7, lift 21.0)
    PC1 > -0.5890457
    PC8 <= -3.591267
    PC14 <= 1.479784
    PC26 <= 1.241181
    PC30 <= -0.1879708
    PC43 > -0.1397224
    ->  class 2\|4  [0.931]

Rule 6/308: (49.6/2.8, lift 20.9)
    PC2 <= 2.433167
    PC8 <= -2.879138
    PC9 <= -0.5871171
    PC13 <= 0.5263308
    PC16 <= 0.3713317
    PC19 <= 3.731518
    PC40 > -0.3335989
    PC43 > -0.2442445
    PC55 > -0.12774
    PC59 <= 0.1286327
    PC72 > -0.504717
    PC96 <= 0.1991651
    ->  class 2\|4  [0.926]

Rule 6/309: (22.6/2.1, lift 19.7)
    PC7 <= -1.589333
    PC8 <= -2.879138
    PC13 <= 0.5263308
    PC35 > -1.781289
    PC40 > -0.3335989
    PC43 > -0.2442445
    PC72 > -0.504717
    PC96 > 0.1991651
    ->  class 2\|4  [0.873]

Rule 6/310: (27.1/2.8, lift 19.6)
    PC1 <= -0.5890457
    PC8 <= -2.879138
    PC19 <= -0.133185
    PC43 <= -0.2442445
    PC73 > 0.6333374
    ->  class 2\|4  [0.868]

Rule 6/311: (2.8, lift 17.9)
    PC2 <= 2.433167
    PC8 <= -2.879138
    PC43 <= -0.2442445
    PC63 <= -5.203896
    ->  class 2\|4  [0.793]

Rule 6/312: (16.1/5.1, lift 15.0)
    PC1 <= -0.5890457
    PC2 <= 2.433167
    PC8 > -2.879138
    PC8 <= 0.281837
    PC37 > 1.408006
    PC57 <= -0.116783
    ->  class 2\|4  [0.664]

Default class: 0\|2

-----  Trial 7:  -----

Rules:

Rule 7/1: (60.2/0.2, lift 15.4)
    PC4 <= 10.1275
    PC13 <= 7.272148
    PC17 > -0.664036
    PC18 > 1.22673
    PC26 <= 0.6631289
    PC33 <= 3.221154
    PC35 <= 0.4317198
    PC55 > -0.4851243
    PC80 <= -0.6627112
    PC86 > -1.276985
    ->  class 0\|0  [0.981]

Rule 7/2: (22.7, lift 15.0)
    PC2 > 2.433167
    PC9 > 0.4132881
    PC18 > -0.3695138
    PC35 > 0.4317198
    ->  class 0\|0  [0.960]

Rule 7/3: (56.3/1.4, lift 15.0)
    PC13 <= 7.272148
    PC14 > -0.7238198
    PC18 > 1.22673
    PC36 > 2.683903
    PC69 <= 3.342809
    PC81 <= 1.274873
    ->  class 0\|0  [0.959]

Rule 7/4: (9.1, lift 14.3)
    PC2 > 2.433167
    PC18 > -0.3695138
    PC18 <= 1.22673
    PC32 <= 0.09881526
    PC44 > 2.092405
    ->  class 0\|0  [0.910]

Rule 7/5: (60.7/6.2, lift 13.9)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC13 <= 7.272148
    PC18 > -0.3695138
    PC18 <= 1.22673
    PC39 > -2.906153
    PC48 > 0.3414077
    PC81 <= 1.274873
    PC82 <= -0.1759165
    ->  class 0\|0  [0.885]

Rule 7/6: (6.9/0.2, lift 13.7)
    PC2 > 2.433167
    PC13 <= 7.272148
    PC18 > -0.3695138
    PC21 <= 0.4855005
    PC23 > 1.220775
    PC26 <= 0.6631289
    PC35 > 0.4317198
    PC42 <= 2.839821
    ->  class 0\|0  [0.871]

Rule 7/7: (1602.6/520.9, lift 10.6)
    PC13 <= 7.272148
    PC14 > -0.7238198
    PC17 > -0.664036
    PC18 > 1.22673
    PC26 <= 0.6631289
    PC35 <= 0.4317198
    PC69 <= 3.342809
    PC81 <= 1.274873
    ->  class 0\|0  [0.675]

Rule 7/8: (160.5, lift 13.0)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC13 <= 7.272148
    PC18 > -0.3695138
    PC18 <= 1.22673
    PC23 > -0.8730227
    PC32 > 0.09881526
    PC39 > -2.906153
    PC48 <= 0.3414077
    PC59 > -0.5700083
    ->  class 0\|1  [0.994]

Rule 7/9: (86.1, lift 12.9)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC7 <= -0.5980417
    PC9 > 0.1884761
    PC18 > -0.3695138
    PC18 <= 1.22673
    PC48 <= 0.3414077
    ->  class 0\|1  [0.989]

Rule 7/10: (78.8, lift 12.9)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC4 <= 10.1275
    PC9 > 0.1884761
    PC17 > -0.3321014
    PC18 > -0.3695138
    PC18 <= 1.22673
    PC20 <= 2.065051
    PC48 <= 0.3414077
    ->  class 0\|1  [0.988]

Rule 7/11: (84.5, lift 12.9)
    PC2 > 2.433167
    PC13 > 1.787175
    PC13 <= 7.272148
    PC18 > 1.22673
    PC42 <= 2.839821
    PC70 <= 0.4914486
    PC86 > -1.276985
    ->  class 0\|1  [0.988]

Rule 7/12: (112.6/0.5, lift 12.9)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC13 <= 7.272148
    PC18 > -0.3695138
    PC18 <= 1.22673
    PC24 <= 1.924565
    PC44 <= 2.092405
    PC48 <= 0.3414077
    PC60 <= -0.4183349
    PC79 <= 1.187003
    PC90 > -0.8976686
    ->  class 0\|1  [0.987]

Rule 7/13: (74.6, lift 12.9)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC17 > -0.664036
    PC18 > -0.3695138
    PC37 <= 0.8444793
    PC48 <= 0.417758
    PC56 <= 1.258989
    PC65 <= 0.7491796
    PC66 <= -0.8459027
    PC83 <= 0.3780164
    PC86 > -1.276985
    ->  class 0\|1  [0.987]

Rule 7/14: (104.3/0.5, lift 12.9)
    PC4 <= 10.1275
    PC9 <= 0.4132881
    PC13 <= 7.272148
    PC14 > -0.7238198
    PC18 > 1.22673
    PC23 <= 1.220775
    PC35 > 0.4317198
    ->  class 0\|1  [0.986]

Rule 7/15: (65.6, lift 12.9)
    PC13 <= 7.272148
    PC16 > -1.269788
    PC18 > 1.22673
    PC32 > -0.7586462
    PC39 > -2.906153
    PC56 > 1.258989
    PC68 <= 0.8476696
    PC81 <= 1.274873
    ->  class 0\|1  [0.985]

Rule 7/16: (57.7, lift 12.9)
    PC2 > 2.433167
    PC4 <= 10.1275
    PC13 <= 7.272148
    PC14 > -0.7238198
    PC18 > 1.22673
    PC69 > 3.342809
    ->  class 0\|1  [0.983]

Rule 7/17: (47.7, lift 12.8)
    PC4 <= 10.1275
    PC13 <= 7.272148
    PC18 > -0.3695138
    PC18 <= 1.22673
    PC20 > 2.065051
    PC32 <= 0.09881526
    PC81 <= 1.274873
    PC85 <= 1.250635
    PC90 > -0.8976686
    ->  class 0\|1  [0.980]

Rule 7/18: (44.2, lift 12.8)
    PC14 > -0.7238198
    PC17 <= -0.0799842
    PC18 > 1.22673
    PC22 <= 0.9886847
    PC32 > -0.7586462
    PC48 <= 0.417758
    PC83 <= 0.3780164
    PC86 > -1.276985
    ->  class 0\|1  [0.978]

Rule 7/19: (182.1/3, lift 12.8)
    PC1 <= -0.6897315
    PC2 > 2.433167
    PC13 <= 7.272148
    PC14 > -0.7238198
    PC16 > -1.269788
    PC18 > 1.22673
    PC22 <= 0.9886847
    PC32 > -0.7586462
    PC48 <= 0.417758
    PC54 > -0.8110917
    ->  class 0\|1  [0.978]

Rule 7/20: (40.7, lift 12.8)
    PC1 > -0.6897315
    PC18 > -0.3695138
    PC22 <= 0.9886847
    PC28 <= -1.413625
    PC37 <= 0.8444793
    PC83 <= 0.3780164
    ->  class 0\|1  [0.977]

Rule 7/21: (78.1/0.9, lift 12.8)
    PC3 <= 1.640775
    PC6 > -1.599479
    PC18 <= -0.3695138
    PC28 > -1.394298
    PC57 > 0.2684259
    PC78 > 1.729346
    ->  class 0\|1  [0.976]

Rule 7/22: (60/0.5, lift 12.8)
    PC14 > -0.7238198
    PC16 > -1.269788
    PC18 > 1.22673
    PC35 <= 0.4317198
    PC45 <= 1.476614
    PC55 > -0.4851243
    PC68 > 0.8476696
    PC80 > -0.6627112
    PC86 > -1.276985
    ->  class 0\|1  [0.976]

Rule 7/23: (46.6/0.3, lift 12.7)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC4 <= 10.1275
    PC17 > -0.664036
    PC18 > -0.3695138
    PC80 > -0.6627112
    PC81 <= 1.274873
    PC98 > 2.099467
    ->  class 0\|1  [0.973]

Rule 7/24: (34.9/0.2, lift 12.7)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC13 <= 7.272148
    PC17 > -0.664036
    PC18 > -0.3695138
    PC22 <= 0.9886847
    PC32 > -0.7586462
    PC37 <= 0.8444793
    PC51 <= 0.423495
    PC54 <= -0.8110917
    PC80 > -0.6627112
    PC83 <= 0.3780164
    PC86 > -1.276985
    ->  class 0\|1  [0.969]

Rule 7/25: (34.9/0.2, lift 12.7)
    PC4 <= 10.1275
    PC17 > -0.664036
    PC18 > 1.22673
    PC22 <= 0.9886847
    PC37 <= 0.8444793
    PC48 <= 0.417758
    PC80 > -0.6627112
    PC83 <= 0.3780164
    PC97 > 0.4908551
    ->  class 0\|1  [0.969]

Rule 7/26: (66.3/1.3, lift 12.6)
    PC2 > 2.433167
    PC13 <= 7.272148
    PC18 > -0.3695138
    PC33 > 3.221154
    PC81 <= 1.274873
    PC86 > -1.276985
    ->  class 0\|1  [0.966]

Rule 7/27: (43.6/0.6, lift 12.6)
    PC13 <= 7.272148
    PC14 > -0.7238198
    PC16 <= -1.269788
    PC18 > 1.22673
    PC70 <= 0.4914486
    PC80 > -0.6627112
    PC86 > -1.276985
    ->  class 0\|1  [0.965]

Rule 7/28: (97.1/2.6, lift 12.6)
    PC4 <= 10.1275
    PC13 <= 7.272148
    PC18 > 1.22673
    PC32 > -0.7586462
    PC37 <= 0.8444793
    PC42 <= 2.839821
    PC51 > 0.423495
    PC56 > -0.5691051
    PC70 <= 0.4914486
    PC86 > -1.276985
    ->  class 0\|1  [0.964]

Rule 7/29: (56/1.4, lift 12.5)
    PC13 <= 7.272148
    PC14 > -0.7238198
    PC18 > 1.22673
    PC32 > -0.7586462
    PC55 > -0.4851243
    PC65 <= 0.7491796
    PC77 <= 0.7687787
    PC83 <= 0.3780164
    PC95 > 0.8422561
    ->  class 0\|1  [0.959]

Rule 7/30: (128.5/4.8, lift 12.5)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC4 <= 10.1275
    PC9 > 0.1884761
    PC18 > -0.3695138
    PC18 <= 1.22673
    PC20 <= 2.065051
    PC48 <= 0.3414077
    PC80 <= 0.3653741
    PC97 > 0.2607623
    ->  class 0\|1  [0.956]

Rule 7/31: (60.4/2.2, lift 12.4)
    PC16 > -1.269788
    PC18 > 1.22673
    PC21 <= 0.4855005
    PC27 > -1.834002
    PC37 <= 0.8444793
    PC48 <= 0.417758
    PC69 > 0.3895292
    PC70 <= 0.4914486
    PC80 > -0.6627112
    PC83 <= 0.3780164
    PC95 <= 0.8422561
    ->  class 0\|1  [0.949]

Rule 7/32: (148/6.9, lift 12.4)
    PC2 > 2.433167
    PC5 <= 2.518982
    PC13 <= 7.272148
    PC18 > 1.22673
    PC26 > 0.6631289
    PC36 <= 2.683903
    PC42 <= 2.839821
    ->  class 0\|1  [0.947]

Rule 7/33: (22/0.3, lift 12.4)
    PC2 > 2.433167
    PC3 > -1.98961
    PC3 <= 1.640775
    PC18 > -1.136285
    PC18 <= -0.3695138
    PC94 > 0.5764304
    ->  class 0\|1  [0.946]

Rule 7/34: (101.4/5.1, lift 12.3)
    PC13 <= 7.272148
    PC14 > -0.7238198
    PC18 > 1.22673
    PC21 <= 0.4855005
    PC22 <= 0.9886847
    PC37 <= 0.8444793
    PC48 <= 0.417758
    PC80 > -0.6627112
    PC90 > 0.55565
    ->  class 0\|1  [0.941]

Rule 7/35: (117.1/6.1, lift 12.3)
    PC3 <= 1.640775
    PC13 <= 7.272148
    PC14 > -0.7238198
    PC18 > -0.3695138
    PC45 > 1.476614
    PC55 > -0.4851243
    PC80 > -0.6627112
    PC86 > -1.276985
    ->  class 0\|1  [0.941]

Rule 7/36: (28.1/0.8, lift 12.3)
    PC13 > 7.272148
    PC20 > 2.580031
    ->  class 0\|1  [0.941]

Rule 7/37: (18.2/0.3, lift 12.2)
    PC13 <= 1.787175
    PC18 > 1.22673
    PC21 <= 0.4855005
    PC31 > 0.238011
    PC39 > -2.906153
    PC48 <= 0.417758
    ->  class 0\|1  [0.935]

Rule 7/38: (12.7, lift 12.2)
    PC2 > 2.433167
    PC9 > 0.1884761
    PC18 > -0.3695138
    PC65 > -0.237627
    PC80 > 0.3653741
    ->  class 0\|1  [0.932]

Rule 7/39: (16/0.3, lift 12.1)
    PC13 <= 7.272148
    PC14 > -0.7238198
    PC18 > 1.22673
    PC21 <= 0.4855005
    PC55 > -0.4851243
    PC77 > 0.7687787
    PC86 > -1.276985
    ->  class 0\|1  [0.927]

Rule 7/40: (11.6, lift 12.1)
    PC2 > 2.433167
    PC14 > -0.7238198
    PC18 > -0.3695138
    PC26 <= 0.6631289
    PC37 <= 0.8444793
    PC58 <= -1.085806
    PC83 > 0.3780164
    PC86 > -1.276985
    ->  class 0\|1  [0.926]

Rule 7/41: (100.2/6.9, lift 12.1)
    PC2 > 2.433167
    PC4 <= 10.1275
    PC9 > 0.1884761
    PC18 > -0.3695138
    PC18 <= 1.22673
    PC24 <= 1.924565
    PC32 <= 0.09881526
    PC48 <= 0.3414077
    PC65 <= -0.237627
    PC79 <= 1.187003
    ->  class 0\|1  [0.923]

Rule 7/42: (65.2/6, lift 11.7)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC10 > -7.533022
    PC13 <= 1.787175
    PC14 > -0.7238198
    PC17 > -0.0799842
    PC18 > -0.3695138
    PC22 <= 0.9886847
    PC54 > 1.164388
    PC70 <= 0.4914486
    PC80 > -0.6627112
    PC95 <= 0.8422561
    ->  class 0\|1  [0.896]

Rule 7/43: (6.8, lift 11.6)
    PC10 <= -7.533022
    PC26 <= 0.6631289
    PC83 <= 0.3780164
    ->  class 0\|1  [0.886]

Rule 7/44: (32.3/3.8, lift 11.3)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC6 > -1.599479
    PC18 > -1.136285
    PC18 <= -0.3695138
    PC20 > -4.323125
    PC43 <= -1.03128
    ->  class 0\|1  [0.861]

Rule 7/45: (57/7.3, lift 11.2)
    PC2 > 2.433167
    PC4 <= 10.1275
    PC13 <= 7.272148
    PC17 <= -0.664036
    PC18 > 1.22673
    PC39 > -2.906153
    PC42 <= 2.839821
    PC69 <= 3.342809
    PC81 <= 1.274873
    ->  class 0\|1  [0.859]

Rule 7/46: (40/13.2, lift 8.7)
    PC10 <= 6.479989
    PC13 > 7.272148
    PC16 <= -1.129304
    PC18 > -0.3695138
    ->  class 0\|1  [0.663]

Rule 7/47: (27.9/12.9, lift 7.0)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC6 <= -1.599479
    PC18 <= -0.3695138
    ->  class 0\|1  [0.536]

Rule 7/48: (246/160.3, lift 4.6)
    PC2 > 2.433167
    PC3 > -1.98961
    PC18 > -1.136285
    PC18 <= -0.3695138
    ->  class 0\|1  [0.350]

Rule 7/49: (48.7, lift 9.6)
    PC2 > 2.433167
    PC3 > -1.98961
    PC3 <= 1.640775
    PC12 <= 0.7647411
    PC18 > -1.136285
    PC18 <= -0.3695138
    PC20 > -4.323125
    PC43 > -0.5436036
    PC68 <= 0.1493928
    PC75 <= 0.3462674
    PC94 <= 0.5764304
    ->  class 0\|2  [0.980]

Rule 7/50: (60.6/1.9, lift 9.3)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC8 <= 0.05571313
    PC38 > -0.2966295
    PC62 > -0.1678262
    PC67 > -0.5859905
    PC77 <= -0.1625298
    PC79 <= 1.498619
    PC80 > 0.1547775
    PC86 <= 2.921873
    PC98 > 0.6952597
    ->  class 0\|2  [0.953]

Rule 7/51: (29.4/1.2, lift 9.1)
    PC18 <= -2.551063
    PC38 > -0.3663746
    PC38 <= -0.2966295
    PC76 <= 1.654661
    PC97 > -0.9070111
    ->  class 0\|2  [0.929]

Rule 7/52: (46.4/3.5, lift 8.9)
    PC2 > 2.433167
    PC12 <= 0.09670471
    PC18 > 1.22673
    PC21 > 0.4855005
    PC69 <= 3.342809
    PC81 <= 1.274873
    ->  class 0\|2  [0.906]

Rule 7/53: (7645.3/5611.3, lift 2.6)
    PC2 > 2.433167
    ->  class 0\|2  [0.266]

Rule 7/54: (208.9, lift 10.9)
    PC2 > 3.208661
    PC3 > -4.333732
    PC3 <= 1.640775
    PC4 > -8.287465
    PC4 <= 9.330827
    PC18 <= -2.551063
    PC30 <= 1.1943
    PC33 <= 4.564105
    PC37 > -1.003852
    PC37 <= 1.735745
    PC52 <= 1.565014
    PC57 <= 1.459397
    PC62 > -0.1678262
    PC67 > -0.261762
    PC80 <= 0.1547775
    PC90 <= 0.4731984
    ->  class 0\|3  [0.995]

Rule 7/55: (157.3, lift 10.9)
    PC3 <= 1.640775
    PC4 <= 9.330827
    PC18 <= -2.551063
    PC33 <= 4.564105
    PC77 > -1.55007
    PC79 > -3.772085
    PC97 <= -0.9070111
    PC99 <= 2.508351
    ->  class 0\|3  [0.994]

Rule 7/56: (148.8/0.2, lift 10.9)
    PC3 <= 1.640775
    PC4 <= 9.330827
    PC8 <= 0.05571313
    PC9 <= -0.2754673
    PC18 <= -2.551063
    PC26 <= 1.47308
    PC33 <= 4.564105
    PC37 > -1.003852
    PC67 > -0.5859905
    PC69 > -3.215956
    PC76 <= 1.654661
    ->  class 0\|3  [0.992]

Rule 7/57: (100.7, lift 10.9)
    PC2 > 2.433167
    PC4 > -8.287465
    PC4 <= 9.330827
    PC18 <= -2.551063
    PC26 <= 1.47308
    PC30 <= 1.1943
    PC33 <= 4.564105
    PC37 > -1.003852
    PC37 <= 1.735745
    PC38 <= -0.3663746
    PC67 > -0.5859905
    PC78 <= 1.729346
    PC79 <= 1.498619
    ->  class 0\|3  [0.990]

Rule 7/58: (106.4/0.2, lift 10.8)
    PC3 <= 1.640775
    PC4 <= 9.330827
    PC10 > 1.423542
    PC18 <= -1.136285
    PC21 <= 0.4040473
    PC28 <= 2.902539
    PC29 > -3.833862
    PC51 <= 0.5812917
    PC68 <= 0.5859751
    PC70 <= 0.8834656
    PC74 > -0.9629607
    PC85 > -0.3626635
    PC99 > -0.6856757
    PC99 <= 2.508351
    ->  class 0\|3  [0.989]

Rule 7/59: (257.6/2, lift 10.8)
    PC3 > -4.333732
    PC4 > -8.287465
    PC4 <= 9.330827
    PC13 <= 1.283234
    PC18 <= -2.551063
    PC19 > -0.06550487
    PC30 <= 1.1943
    PC33 <= 4.564105
    PC37 > -1.003852
    PC37 <= 1.735745
    PC38 > -0.2966295
    PC52 <= 1.565014
    PC62 > -0.1678262
    PC76 <= 1.654661
    PC90 <= 0.4731984
    PC97 <= 0.4093239
    PC98 <= 0.6952597
    ->  class 0\|3  [0.988]

Rule 7/60: (63, lift 10.8)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC4 <= 9.330827
    PC18 <= -0.3695138
    PC29 > -3.833862
    PC58 <= 2.093484
    PC66 <= 1.60371
    PC67 <= 0.1411533
    PC73 <= 1.734017
    PC75 > 0.5012618
    PC83 <= 0.5681885
    PC99 <= 2.508351
    ->  class 0\|3  [0.985]

Rule 7/61: (52.8, lift 10.8)
    PC3 <= 1.640775
    PC4 <= 9.330827
    PC14 <= -0.6619228
    PC18 > -2.551063
    PC18 <= -1.136285
    PC34 > -3.30041
    PC86 <= 2.921873
    ->  class 0\|3  [0.982]

Rule 7/62: (44.7, lift 10.7)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC4 <= 9.330827
    PC18 <= -0.3695138
    PC40 <= -2.842624
    PC78 <= 1.729346
    PC79 > -3.772085
    ->  class 0\|3  [0.979]

Rule 7/63: (63.6/0.5, lift 10.7)
    PC4 <= 9.330827
    PC18 > -2.551063
    PC18 <= -1.136285
    PC45 <= -0.6963742
    PC67 <= 0.1411533
    PC68 <= 0.5859751
    PC70 <= 0.8834656
    PC74 > -0.9629607
    PC75 <= 0.5012618
    PC83 <= 0.5681885
    ->  class 0\|3  [0.978]

Rule 7/64: (32.4, lift 10.6)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC4 <= 9.330827
    PC18 > -2.551063
    PC18 <= -1.136285
    PC39 > 1.786415
    PC68 <= 0.5859751
    PC78 <= 1.729346
    ->  class 0\|3  [0.971]

Rule 7/65: (38.4/0.2, lift 10.6)
    PC4 <= 9.330827
    PC18 <= -1.136285
    PC70 > 3.262499
    PC78 <= 1.729346
    ->  class 0\|3  [0.971]

Rule 7/66: (219.2/5.6, lift 10.6)
    PC2 > 3.208661
    PC3 > -4.333732
    PC3 <= 1.640775
    PC8 <= 0.05571313
    PC18 <= -2.551063
    PC33 <= 4.564105
    PC37 > -1.003852
    PC37 <= 1.735745
    PC38 > -0.2966295
    PC52 <= 1.565014
    PC67 > -0.261762
    PC77 > -0.1625298
    PC79 <= 1.498619
    PC90 <= 0.4731984
    ->  class 0\|3  [0.970]

Rule 7/67: (30.7, lift 10.6)
    PC4 <= 9.330827
    PC6 > -1.599479
    PC18 > -2.551063
    PC18 <= -1.136285
    PC45 > -0.6963742
    PC54 > -0.7879031
    PC59 > 1.014286
    PC74 > -0.9629607
    PC83 <= 0.5681885
    PC99 <= 2.508351
    ->  class 0\|3  [0.969]

Rule 7/68: (52.9/0.8, lift 10.6)
    PC13 > 7.272148
    PC36 > 1.355035
    ->  class 0\|3  [0.968]

Rule 7/69: (26.3, lift 10.6)
    PC18 > -1.136285
    PC18 <= -0.3695138
    PC20 <= -4.323125
    ->  class 0\|3  [0.965]

Rule 7/70: (22.9/0.2, lift 10.5)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC18 > -2.551063
    PC18 <= -0.3695138
    PC21 > 0.4040473
    PC54 > -0.7879031
    PC58 <= 2.093484
    PC74 > -0.9629607
    PC99 > -0.4537926
    ->  class 0\|3  [0.954]

Rule 7/71: (19, lift 10.4)
    PC4 > -8.287465
    PC18 > -2.551063
    PC18 <= -1.136285
    PC29 > -3.833862
    PC55 > 0.2360843
    PC67 <= 0.1411533
    PC68 <= 0.5859751
    PC70 <= 0.8834656
    PC74 > -0.9629607
    PC75 <= 0.5012618
    PC83 <= 0.5681885
    PC99 > -0.6856757
    ->  class 0\|3  [0.952]

Rule 7/72: (63.6/2.2, lift 10.4)
    PC18 <= -1.136285
    PC33 <= 4.564105
    PC39 <= 1.786415
    PC66 <= 1.60371
    PC68 <= 0.5859751
    PC73 > 1.734017
    PC78 <= 1.729346
    ->  class 0\|3  [0.952]

Rule 7/73: (54.5/1.7, lift 10.4)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC4 > -8.287465
    PC4 <= 9.330827
    PC18 > -2.551063
    PC18 <= -1.136285
    PC29 > -3.833862
    PC66 > 1.60371
    PC78 <= 1.729346
    ->  class 0\|3  [0.952]

Rule 7/74: (18.3, lift 10.4)
    PC2 > 2.433167
    PC4 <= 9.330827
    PC14 > -0.6619228
    PC18 <= -1.136285
    PC70 <= 3.262499
    PC89 > 1.736905
    PC99 <= 2.508351
    ->  class 0\|3  [0.951]

Rule 7/75: (17.4, lift 10.4)
    PC18 <= -0.3695138
    PC36 > 4.010562
    ->  class 0\|3  [0.949]

Rule 7/76: (20/0.2, lift 10.4)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC6 > -1.599479
    PC8 > 0.05571313
    PC19 > 0.3424661
    PC77 > -1.55007
    ->  class 0\|3  [0.947]

Rule 7/77: (25.4/0.5, lift 10.4)
    PC2 > 2.433167
    PC4 > -8.287465
    PC4 <= 9.330827
    PC18 > -2.551063
    PC18 <= -1.136285
    PC28 <= 2.902539
    PC33 <= 4.564105
    PC34 > -3.30041
    PC67 > 0.1001843
    PC67 <= 0.1411533
    PC83 <= 0.5681885
    PC99 <= 2.508351
    ->  class 0\|3  [0.947]

Rule 7/78: (19.1/0.2, lift 10.4)
    PC18 > -2.551063
    PC18 <= -1.136285
    PC58 <= 2.093484
    PC67 <= 0.1411533
    PC74 > -0.9629607
    PC83 <= 0.5681885
    PC85 <= -0.3626635
    PC98 > -0.6279142
    PC99 <= 2.508351
    ->  class 0\|3  [0.945]

Rule 7/79: (46.4/1.7, lift 10.3)
    PC3 <= 1.640775
    PC4 <= 9.330827
    PC18 <= -1.136285
    PC79 > -3.772085
    PC86 > 2.921873
    PC99 <= 2.508351
    ->  class 0\|3  [0.944]

Rule 7/80: (15.2, lift 10.3)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC50 <= -3.859709
    ->  class 0\|3  [0.942]

Rule 7/81: (31.2/1.1, lift 10.3)
    PC2 > 2.433167
    PC4 <= 9.330827
    PC18 <= -0.3695138
    PC29 > -3.833862
    PC45 > -0.6963742
    PC54 > -0.7879031
    PC58 <= -1.293504
    PC85 > -0.3626635
    PC99 > -0.4537926
    PC99 <= 2.508351
    ->  class 0\|3  [0.937]

Rule 7/82: (23/0.6, lift 10.3)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC4 <= 9.330827
    PC18 > -2.551063
    PC18 <= -1.136285
    PC33 <= 4.564105
    PC67 <= 0.1411533
    PC71 <= -0.3499099
    PC79 > -3.772085
    PC83 <= 0.5681885
    PC99 > -0.4537926
    ->  class 0\|3  [0.935]

Rule 7/83: (37.9/1.6, lift 10.2)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC4 <= 10.1275
    PC13 <= 7.272148
    PC39 <= -2.906153
    ->  class 0\|3  [0.934]

Rule 7/84: (80.5/4.6, lift 10.2)
    PC2 > 2.433167
    PC3 <= -1.98961
    PC4 > -7.03899
    PC18 > -1.099312
    PC18 <= -0.3695138
    PC27 > -1.150291
    PC42 > -0.4975219
    PC75 > 0.006521973
    ->  class 0\|3  [0.932]

Rule 7/85: (24.5/0.9, lift 10.2)
    PC18 <= -1.136285
    PC34 > -3.30041
    PC34 <= -2.804436
    PC68 <= 0.5859751
    ->  class 0\|3  [0.928]

Rule 7/86: (33.6/1.7, lift 10.1)
    PC18 <= -1.236133
    PC43 <= -0.1384571
    PC57 <= 0.2684259
    PC78 > 1.729346
    ->  class 0\|3  [0.923]

Rule 7/87: (144.3/10.8, lift 10.1)
    PC2 > 2.433167
    PC18 <= -1.136285
    PC67 <= 0.1411533
    PC74 > -0.9629607
    PC99 > -0.6856757
    PC99 <= -0.4537926
    ->  class 0\|3  [0.920]

Rule 7/88: (8.8, lift 9.9)
    PC8 > 0.05571313
    PC18 <= -2.551063
    PC34 <= -1.555015
    ->  class 0\|3  [0.908]

Rule 7/89: (16.6/1.5, lift 9.5)
    PC18 <= -1.236133
    PC78 > 1.729346
    PC100 <= -0.05370365
    ->  class 0\|3  [0.866]

Rule 7/90: (144.8/19.8, lift 9.4)
    PC13 > 7.272148
    PC16 > -1.129304
    PC20 <= 2.580031
    PC65 > -0.4597442
    ->  class 0\|3  [0.859]

Rule 7/91: (24.7/2.8, lift 9.4)
    PC2 > 2.433167
    PC3 > -0.5053111
    PC3 <= 1.640775
    PC18 > -2.551063
    PC18 <= -0.3695138
    PC28 <= 2.902539
    PC67 <= 0.1411533
    PC83 <= 0.5681885
    PC93 <= 0.132979
    ->  class 0\|3  [0.857]

Rule 7/92: (162.4/23.6, lift 9.3)
    PC4 > -8.287465
    PC18 <= -1.136285
    PC28 <= 2.902539
    PC54 > -0.7879031
    PC67 <= 0.1001843
    PC68 <= 0.5859751
    PC71 > -0.3499099
    PC77 <= -0.1915936
    PC82 <= -0.2653575
    PC83 <= 0.5681885
    PC98 > -0.6279142
    PC99 > -0.6856757
    ->  class 0\|3  [0.850]

Rule 7/93: (15.3/2, lift 9.0)
    PC4 > -8.287465
    PC18 > -2.551063
    PC18 <= -1.136285
    PC28 > 2.902539
    PC67 <= 0.1411533
    PC68 <= 0.5859751
    PC83 <= 0.5681885
    ->  class 0\|3  [0.825]

Rule 7/94: (12.5/1.8, lift 8.8)
    PC2 > 2.433167
    PC3 > -1.98961
    PC3 <= 1.640775
    PC18 > -1.136285
    PC18 <= -0.3695138
    PC75 > 0.3462674
    ->  class 0\|3  [0.804]

Rule 7/95: (15.8/2.9, lift 8.6)
    PC2 > 2.433167
    PC6 > -1.599479
    PC8 > 0.1610735
    PC18 <= -1.136285
    PC54 > -0.7879031
    PC67 <= 0.1411533
    PC78 <= 1.729346
    ->  class 0\|3  [0.782]

Rule 7/96: (5.4/0.6, lift 8.6)
    PC18 > -1.136285
    PC18 <= -0.3695138
    PC28 > 3.528283
    PC75 <= 0.006521973
    ->  class 0\|3  [0.781]

Rule 7/97: (96/30.3, lift 7.5)
    PC2 > 2.433167
    PC3 <= 1.640775
    PC13 <= 7.272148
    PC18 <= 1.22673
    PC48 > 0.3414077
    PC90 > 0.5504546
    ->  class 0\|3  [0.680]

Rule 7/98: (132.5/0.2, lift 21.9)
    PC1 > 13.49866
    PC6 <= -1.298882
    PC19 > -0.6420646
    PC57 > -0.6109267
    ->  class 1\|0  [0.991]

Rule 7/99: (64.7/0.3, lift 21.6)
    PC1 > -0.1083464
    PC1 <= 0.4300639
    PC9 > -0.3450414
    PC16 <= 0.8839463
    PC99 <= -0.4664733
    ->  class 1\|0  [0.980]

Rule 7/100: (177.1/3.6, lift 21.5)
    PC1 > -0.1083464
    PC14 <= -1.623508
    PC15 > -3.075166
    PC18 > -0.4104447
    PC26 > -0.4542236
    PC30 <= 0.3173436
    PC88 <= 0.05966698
    PC89 <= 0.5815402
    PC91 > -0.3661957
    ->  class 1\|0  [0.974]

Rule 7/101: (33.4, lift 21.4)
    PC1 > -0.1083464
    PC1 <= 0.4300639
    PC9 > -0.3450414
    PC16 <= 0.8839463
    PC72 > 0.1725964
    ->  class 1\|0  [0.972]

Rule 7/102: (56.6/0.6, lift 21.4)
    PC2 > 2.433167
    PC3 > 1.640775
    PC16 <= -0.9051324
    PC53 <= 0.2365824
    PC56 > 0.8670388
    ->  class 1\|0  [0.972]

Rule 7/103: (66.3/1.1, lift 21.4)
    PC1 > -0.1083464
    PC1 <= 0.4300639
    PC2 <= 2.433167
    PC9 > -0.3450414
    PC10 <= -0.3454105
    PC16 <= 0.8839463
    ->  class 1\|0  [0.970]

Rule 7/104: (45/1.1, lift 21.1)
    PC2 > 2.433167
    PC3 > 1.640775
    PC6 > -6.00747
    PC16 <= -0.9051324
    PC26 <= 0.04895893
    PC60 <= 0.8443592
    PC96 > 0.5175331
    ->  class 1\|0  [0.956]

Rule 7/105: (54.7/1.5, lift 21.1)
    PC2 > 2.433167
    PC3 > 1.640775
    PC16 <= -0.9051324
    PC60 > 0.8443592
    ->  class 1\|0  [0.955]

Rule 7/106: (67.3/3.1, lift 20.7)
    PC2 > 2.914212
    PC3 > 1.640775
    PC26 <= 0.04895893
    PC29 > -0.4809628
    PC66 > -0.5105769
    PC67 <= 0.3537801
    PC77 <= 0.6599571
    PC85 <= -0.06354888
    PC96 <= 0.3956875
    ->  class 1\|0  [0.941]

Rule 7/107: (198.9/15.6, lift 20.2)
    PC5 <= -1.696486
    PC9 > 0.4882397
    PC10 <= 0.97816
    PC15 <= -3.075166
    PC45 > -14.63849
    PC59 <= 0.2982754
    ->  class 1\|0  [0.917]

Rule 7/108: (16.5/0.6, lift 20.1)
    PC2 > 2.433167
    PC3 > 1.640775
    PC16 <= -0.9051324
    PC26 <= 0.04895893
    PC56 <= 0.8670388
    PC68 > 1.656926
    ->  class 1\|0  [0.913]

Rule 7/109: (62.5/6.3, lift 19.6)
    PC1 > -0.1083464
    PC4 > -0.4178927
    PC15 > -3.075166
    PC34 <= -0.9896905
    PC82 <= 0.3765694
    PC91 <= 0.02376754
    ->  class 1\|0  [0.887]

Rule 7/110: (27.7/2.6, lift 19.4)
    PC1 > -0.4342794
    PC1 <= -0.1083464
    PC2 <= 2.433167
    PC15 > -3.075166
    PC52 <= -0.155084
    PC89 <= -0.1403926
    ->  class 1\|0  [0.878]

Rule 7/111: (6.7/0.3, lift 18.7)
    PC3 > 1.640775
    PC26 <= 0.04895893
    PC29 <= -0.4809628
    PC49 > 0.7913431
    ->  class 1\|0  [0.849]

Rule 7/112: (6.1/0.5, lift 18.0)
    PC1 > -0.4342794
    PC2 <= 2.433167
    PC6 <= -1.298882
    PC15 > -3.075166
    PC16 <= 4.645583
    PC28 <= -0.399829
    ->  class 1\|0  [0.819]

Rule 7/113: (75.7/1.1, lift 20.1)
    PC1 > -0.4342794
    PC14 <= -1.623508
    PC15 > -3.075166
    PC18 <= -0.4104447
    PC89 <= 0.5815402
    ->  class 1\|1  [0.973]

Rule 7/114: (32.4, lift 20.1)
    PC3 > 1.640775
    PC16 <= -0.9051324
    PC66 <= -0.5105769
    PC85 <= -0.06354888
    ->  class 1\|1  [0.971]

Rule 7/115: (149.7/4.3, lift 19.9)
    PC1 > -0.1083464
    PC1 <= 0.4300639
    PC9 > -0.3450414
    PC10 > -0.3454105
    PC15 > -3.075166
    PC16 <= 0.8839463
    PC27 > -0.1560484
    PC72 <= 0.1725964
    PC99 > -0.4664733
    ->  class 1\|1  [0.965]

Rule 7/116: (54/1.3, lift 19.8)
    PC1 > 13.49866
    PC6 <= -1.298882
    PC15 > -3.075166
    PC19 <= -0.6420646
    PC78 > -1.084699
    ->  class 1\|1  [0.960]

Rule 7/117: (48.4/1.1, lift 19.8)
    PC1 > -0.1083464
    PC4 <= -0.4178927
    PC34 <= -0.9896905
    PC82 <= 0.3765694
    PC91 <= 0.02376754
    ->  class 1\|1  [0.959]

Rule 7/118: (19.7/0.2, lift 19.6)
    PC1 > -0.4342794
    PC14 <= -1.623508
    PC91 <= -0.3661957
    ->  class 1\|1  [0.947]

Rule 7/119: (38/1.3, lift 19.5)
    PC1 > -0.1083464
    PC14 <= -1.623508
    PC15 > -3.075166
    PC30 > 0.3173436
    PC89 <= 0.5815402
    ->  class 1\|1  [0.944]

Rule 7/120: (13.7, lift 19.4)
    PC2 <= 2.433167
    PC5 <= -1.696486
    PC10 > 0.97816
    PC15 <= -3.075166
    ->  class 1\|1  [0.936]

Rule 7/121: (54.1/3.3, lift 19.1)
    PC1 > 0.4300639
    PC2 <= 2.433167
    PC15 <= 4.026697
    PC23 <= -2.076051
    PC34 > -0.9896905
    ->  class 1\|1  [0.924]

Rule 7/122: (15/0.3, lift 19.1)
    PC1 > 0.4300639
    PC3 > -0.4155948
    PC5 <= -5.417117
    PC15 > -3.075166
    PC80 > 0.5061225
    ->  class 1\|1  [0.923]

Rule 7/123: (34/2, lift 18.9)
    PC1 > -0.4342794
    PC6 <= -1.298882
    PC15 > -3.075166
    PC26 <= -1.336922
    PC28 > -0.399829
    PC44 > 0.800207
    PC78 > -1.084699
    ->  class 1\|1  [0.916]

Rule 7/124: (50.8/6.9, lift 17.6)
    PC2 > 2.433167
    PC3 > 1.640775
    PC15 > -0.7726525
    PC16 > -0.9051324
    PC39 > 0.004992982
    ->  class 1\|1  [0.851]

Rule 7/125: (44.6/6.4, lift 17.4)
    PC1 > 13.49866
    PC6 <= -1.298882
    PC15 > -3.075166
    PC57 <= -0.6109267
    PC78 > -1.084699
    ->  class 1\|1  [0.842]

Rule 7/126: (9.8/1.1, lift 17.0)
    PC1 <= -0.4342794
    PC2 <= 2.433167
    PC8 > -0.2065834
    PC8 <= 1.277736
    PC37 > 1.161991
    ->  class 1\|1  [0.822]

Rule 7/127: (22.4/3.5, lift 16.9)
    PC2 > 2.433167
    PC3 > 1.640775
    PC43 > 1.646423
    ->  class 1\|1  [0.817]

Rule 7/128: (28.2/5.2, lift 16.4)
    PC2 > 2.433167
    PC3 > 1.640775
    PC15 > -0.7726525
    PC16 > -0.9051324
    PC36 > 0.1273043
    PC38 <= -0.00330259
    PC43 <= 1.646423
    ->  class 1\|1  [0.793]

Rule 7/129: (22.3/4.2, lift 16.2)
    PC2 > 2.433167
    PC3 > 1.640775
    PC15 > -0.7726525
    PC97 > 2.102084
    ->  class 1\|1  [0.786]

Rule 7/130: (28.7/9.1, lift 13.8)
    PC5 <= -1.696486
    PC15 <= -3.075166
    PC59 > 0.2982754
    ->  class 1\|1  [0.670]

Rule 7/131: (65.3/25.1, lift 12.7)
    PC1 > 0.4300639
    PC2 <= 2.433167
    PC6 > -1.298882
    PC12 > 2.218522
    PC14 > -1.623508
    PC15 > -3.075166
    PC34 > -0.9896905
    ->  class 1\|1  [0.613]

Rule 7/132: (14/5.2, lift 12.6)
    PC2 > 2.433167
    PC3 > 1.640775
    PC15 > -0.7726525
    PC93 <= -0.9696231
    ->  class 1\|1  [0.611]

Rule 7/133: (47.9/19.2, lift 12.3)
    PC1 > 0.4300639
    PC2 <= 2.433167
    PC6 > -1.298882
    PC18 > 0.2115095
    PC34 > -0.9896905
    ->  class 1\|1  [0.596]

Rule 7/134: (35.3/19.5, lift 9.3)
    PC1 > -0.4342794
    PC1 <= -0.1083464
    PC2 <= 2.433167
    PC15 > -3.075166
    PC78 > 0.1864784
    PC89 > -0.1403926
    PC98 > -0.2103545
    ->  class 1\|1  [0.450]

Rule 7/135: (1041.8/668.5, lift 7.4)
    PC2 > 2.433167
    PC3 > 1.640775
    ->  class 1\|1  [0.359]

Rule 7/136: (150.4, lift 14.5)
    PC1 > 0.4300639
    PC2 <= 2.433167
    PC6 > -1.298882
    PC13 > -0.1286207
    PC18 <= 0.2115095
    PC34 > -0.9896905
    PC45 <= -0.4031202
    ->  class 1\|2  [0.993]

Rule 7/137: (149.7/0.3, lift 14.4)
    PC1 > 9.886424
    PC3 <= -0.4155948
    PC6 > -1.298882
    PC14 > -1.623508
    PC18 <= 0.2115095
    PC34 > -0.9896905
    ->  class 1\|2  [0.991]

Rule 7/138: (135.6/0.3, lift 14.4)
    PC1 > -0.4342794
    PC6 > -1.298882
    PC32 <= -4.945643
    ->  class 1\|2  [0.990]

Rule 7/139: (59.7, lift 14.3)
    PC1 > -0.1083464
    PC2 <= 2.433167
    PC3 > -0.4155948
    PC30 > -0.3692068
    PC83 <= -0.6203947
    ->  class 1\|2  [0.984]

Rule 7/140: (158.5/2.2, lift 14.3)
    PC1 > 0.4300639
    PC6 > -1.298882
    PC13 > -0.1286207
    PC15 > -3.075166
    PC18 <= 0.2115095
    PC90 > 0.4731984
    ->  class 1\|2  [0.980]

Rule 7/141: (43.7, lift 14.2)
    PC5 > 12.60087
    PC23 > -2.076051
    PC34 > -0.9896905
    ->  class 1\|2  [0.978]

Rule 7/142: (48.3/0.3, lift 14.2)
    PC2 > 2.433167
    PC3 > 1.640775
    PC16 > -0.9051324
    PC36 <= 0.1273043
    PC38 <= -0.00330259
    PC39 <= 0.004992982
    ->  class 1\|2  [0.974]

Rule 7/143: (19.5, lift 13.9)
    PC1 > -0.4342794
    PC2 <= 2.433167
    PC6 <= -1.298882
    PC15 > -3.075166
    PC78 <= -1.084699
    ->  class 1\|2  [0.953]

Rule 7/144: (213.5/13.2, lift 13.6)
    PC1 > 0.4300639
    PC2 <= 2.433167
    PC3 > -0.4155948
    PC5 > -5.417117
    PC12 <= 2.218522
    PC15 > -3.075166
    PC18 <= 0.2115095
    PC34 > -0.9896905
    PC80 > 0.5061225
    PC93 <= 0.7375258
    ->  class 1\|2  [0.934]

Rule 7/145: (13.1/0.2, lift 13.4)
    PC1 > -0.4342794
    PC6 > -1.298882
    PC13 > -0.1286207
    PC14 <= -1.054138
    PC15 > -3.075166
    PC30 > -0.3692068
    ->  class 1\|2  [0.923]

Rule 7/146: (13.6/0.3, lift 13.3)
    PC1 > -0.4342794
    PC14 <= -1.623508
    PC89 > 0.5815402
    ->  class 1\|2  [0.916]

Rule 7/147: (20.9/0.9, lift 13.3)
    PC1 > -0.4342794
    PC1 <= 0.4300639
    PC2 <= 2.433167
    PC6 > -1.298882
    PC11 > -0.8211476
    PC15 <= 4.026697
    PC16 > 0.8839463
    PC100 > 0.3201086
    ->  class 1\|2  [0.916]

Rule 7/148: (391.2/34.7, lift 13.2)
    PC1 > 0.4300639
    PC3 > -0.4155948
    PC12 <= 2.218522
    PC13 <= -0.1286207
    PC15 <= 4.026697
    PC17 <= 3.401942
    PC18 <= 0.2115095
    PC23 > -2.076051
    PC34 > -0.9896905
    PC71 <= 0.5455732
    PC79 <= 0.4550014
    PC80 <= 0.5061225
    ->  class 1\|2  [0.909]

Rule 7/149: (54.4/8.3, lift 12.1)
    PC1 > -0.4342794
    PC2 <= 2.433167
    PC5 > -1.696486
    PC15 <= -3.075166
    PC34 > 0.272749
    ->  class 1\|2  [0.835]

Rule 7/150: (4.1, lift 12.1)
    PC1 > -0.4342794
    PC14 <= -1.623508
    PC15 > -3.075166
    PC18 > -0.4104447
    PC26 <= -0.4542236
    ->  class 1\|2  [0.835]

Rule 7/151: (29.1/4.6, lift 11.9)
    PC1 > -0.4342794
    PC2 <= 2.433167
    PC14 > -1.623508
    PC15 > -3.075166
    PC34 <= -0.9896905
    PC82 > 0.3765694
    ->  class 1\|2  [0.820]

Rule 7/152: (290/91.5, lift 9.9)
    PC1 > 0.4300639
    PC3 > -0.4155948
    PC14 > -1.623508
    PC15 > -3.075166
    PC15 <= 4.026697
    PC18 <= 0.2115095
    PC30 <= -0.3692068
    PC34 > -0.9896905
    ->  class 1\|2  [0.683]

Rule 7/153: (503.7/211.1, lift 8.4)
    PC2 > 2.433167
    PC3 > 1.640775
    PC16 > -0.9051324
    ->  class 1\|2  [0.581]

Rule 7/154: (44.9, lift 13.7)
    PC1 > -0.1083464
    PC2 <= 2.433167
    PC12 <= 2.218522
    PC13 > -0.1286207
    PC30 <= -0.3692068
    PC34 > -0.9896905
    PC50 <= -0.4170532
    ->  class 1\|3  [0.979]

Rule 7/155: (244.9/5.4, lift 13.6)
    PC1 > -0.1083464
    PC1 <= 0.4300639
    PC6 > -1.298882
    PC11 > -0.8211476
    PC16 > 0.8839463
    PC100 <= 0.3201086
    ->  class 1\|3  [0.974]

Rule 7/156: (82.6/1.8, lift 13.5)
    PC1 > -0.4342794
    PC2 <= 2.433167
    PC6 > -1.298882
    PC12 <= 2.218522
    PC13 > -0.1286207
    PC15 > -3.075166
    PC32 > -4.945643
    PC45 > -0.4031202
    PC78 <= -0.5905315
    PC90 <= 0.4731984
    ->  class 1\|3  [0.967]

Rule 7/157: (231.4/7.4, lift 13.5)
    PC1 > -0.1083464
    PC15 > 4.026697
    PC56 > -0.484502
    ->  class 1\|3  [0.964]

Rule 7/158: (36.1/0.9, lift 13.3)
    PC1 > -0.4342794
    PC17 > 3.401942
    PC18 <= 0.2115095
    PC23 > -2.076051
    PC71 <= 0.5455732
    PC79 <= 0.4550014
    ->  class 1\|3  [0.949]

Rule 7/159: (361.4/20.2, lift 13.2)
    PC1 > 0.4300639
    PC2 <= 2.433167
    PC3 > -0.4155948
    PC5 <= 12.60087
    PC12 <= 2.218522
    PC13 > -0.1286207
    PC14 > -1.054138
    PC15 > -3.075166
    PC18 <= 0.2115095
    PC30 > -0.3692068
    PC32 > -4.945643
    PC34 > -0.9896905
    PC45 > -0.4031202
    PC80 <= 0.5061225
    PC83 > -0.6203947
    PC90 <= 0.4731984
    ->  class 1\|3  [0.942]

Rule 7/160: (108.5/7.5, lift 12.9)
    PC2 > 2.433167
    PC3 > 1.640775
    PC9 > -1.231238
    PC15 <= -0.7726525
    PC83 <= 0.06772247
    ->  class 1\|3  [0.923]

Rule 7/161: (140.6/14.7, lift 12.4)
    PC1 > 0.4300639
    PC2 <= 2.433167
    PC3 > -0.4155948
    PC12 <= 2.218522
    PC13 > -0.1286207
    PC18 <= 0.2115095
    PC23 > -2.076051
    PC37 > 0.2865156
    PC45 > -0.4031202
    PC80 <= 0.5061225
    ->  class 1\|3  [0.890]

Rule 7/162: (96.2/10, lift 12.4)
    PC2 > 2.433167
    PC3 > 1.640775
    PC15 <= -1.599951
    ->  class 1\|3  [0.888]

Rule 7/163: (55.8/10.6, lift 11.2)
    PC1 > -0.4342794
    PC2 <= 2.433167
    PC6 <= -1.298882
    PC16 > 4.645583
    ->  class 1\|3  [0.799]

Rule 7/164: (150.3/43.4, lift 9.9)
    PC1 > -0.4342794
    PC2 <= 2.433167
    PC13 <= -0.1286207
    PC14 > -1.623508
    PC15 > -3.075166
    PC71 > 0.5455732
    PC80 <= 0.5061225
    ->  class 1\|3  [0.709]

Rule 7/165: (19.5/7.8, lift 8.3)
    PC1 > -0.1083464
    PC6 > -1.298882
    PC14 > -1.623508
    PC15 > -3.075166
    PC34 <= -0.9896905
    PC82 <= 0.3765694
    PC91 > 0.02376754
    ->  class 1\|3  [0.591]

Rule 7/166: (837.9/376.3, lift 7.7)
    PC1 > -0.4342794
    PC1 <= -0.1083464
    PC2 <= 2.433167
    PC67 <= 0.08937011
    PC78 <= 0.1864784
    PC89 > -0.1403926
    PC95 <= 0.2128091
    PC98 > -0.2103545
    ->  class 1\|3  [0.551]

Rule 7/167: (323.7, lift 14.2)
    PC7 > 0.5297524
    PC16 <= 0.3932408
    PC19 <= -0.5922827
    PC21 > 0.8793962
    PC44 <= 1.582453
    PC61 > -1.042477
    PC88 > -0.1712499
    PC95 <= 0.34431
    ->  class 2\|0  [0.997]

Rule 7/168: (240.4/0.9, lift 14.1)
    PC8 > 1.277736
    PC19 <= -0.5922827
    PC20 <= 0.1367185
    PC28 <= -0.04640938
    PC40 > -1.133333
    PC61 > -1.042477
    ->  class 2\|0  [0.992]

Rule 7/169: (123, lift 14.1)
    PC1 <= -0.4342794
    PC8 > 1.277736
    PC11 > -0.9337804
    PC20 <= 0.1367185
    PC22 > -0.6267856
    PC50 > -0.9206259
    PC68 > 1.544758
    PC96 > -0.3144718
    ->  class 2\|0  [0.992]

Rule 7/170: (103.5, lift 14.1)
    PC8 > -0.2065834
    PC17 > -0.4645186
    PC19 <= -0.5922827
    PC20 <= 0.1367185
    PC28 > -0.04640938
    PC57 <= 1.001234
    PC94 <= -0.7874113
    ->  class 2\|0  [0.991]

Rule 7/171: (111.7/0.2, lift 14.1)
    PC8 > 1.277736
    PC19 <= -0.5922827
    PC20 <= 0.1367185
    PC40 > -1.133333
    PC41 <= -0.8915128
    PC61 > -1.042477
    PC88 > -0.1712499
    PC96 > -0.3144718
    ->  class 2\|0  [0.990]

Rule 7/172: (139.5/0.9, lift 14.0)
    PC2 <= -1.132581
    PC8 > 1.277736
    PC20 <= 0.1367185
    PC22 > -0.6267856
    PC30 <= -0.2541945
    PC61 > -1.042477
    ->  class 2\|0  [0.986]

Rule 7/173: (156.6/1.2, lift 14.0)
    PC7 > 1.784821
    PC8 > 1.277736
    PC11 > -0.9337804
    PC20 <= 0.1367185
    PC50 > -0.9206259
    PC96 > -0.3144718
    ->  class 2\|0  [0.986]

Rule 7/174: (76.3/0.2, lift 14.0)
    PC1 <= -0.4342794
    PC8 > 1.277736
    PC15 <= 1.497306
    PC20 <= 0.1367185
    PC21 <= 2.408413
    PC57 > 1.001234
    PC96 > -0.3144718
    ->  class 2\|0  [0.985]

Rule 7/175: (213.3/2.2, lift 14.0)
    PC8 > 1.277736
    PC11 > -0.9337804
    PC21 > 2.408413
    PC50 > -0.9206259
    PC96 > -0.3144718
    ->  class 2\|0  [0.985]

Rule 7/176: (81.6/0.5, lift 14.0)
    PC1 <= -0.4342794
    PC8 > 1.277736
    PC19 <= -0.5922827
    PC40 > -1.133333
    PC61 > -1.042477
    PC95 > 0.34431
    PC96 > -0.3144718
    ->  class 2\|0  [0.983]

Rule 7/177: (55.8/0.2, lift 13.9)
    PC1 <= -0.4342794
    PC8 > 1.277736
    PC20 <= 0.1367185
    PC50 > -0.9206259
    PC69 > 0.3827886
    PC96 > -0.3144718
    ->  class 2\|0  [0.980]

Rule 7/178: (48, lift 13.9)
    PC1 > -0.1083464
    PC1 <= 13.49866
    PC2 <= 2.433167
    PC6 <= -1.298882
    PC26 > -1.336922
    PC44 > 0.800207
    PC63 <= 0.01857104
    ->  class 2\|0  [0.980]

Rule 7/179: (78.8/1.1, lift 13.8)
    PC2 <= 2.433167
    PC8 > 1.277736
    PC11 > -0.9337804
    PC17 <= -0.4645186
    PC22 > -0.6267856
    PC50 > -0.9206259
    PC57 <= 1.001234
    PC61 > -1.042477
    PC96 > -0.3144718
    ->  class 2\|0  [0.974]

Rule 7/180: (215.2/6.6, lift 13.7)
    PC1 <= -0.4342794
    PC2 > -1.132581
    PC8 > 1.277736
    PC11 > -0.9337804
    PC17 > -0.8873017
    PC20 <= 0.1367185
    PC36 <= 0.3732723
    PC61 > -1.042477
    PC70 <= 0.07821473
    ->  class 2\|0  [0.965]

Rule 7/181: (145.6/4.4, lift 13.7)
    PC8 > 1.277736
    PC19 <= -1.648668
    PC20 <= 0.1367185
    PC50 > -0.9206259
    PC88 > -0.1712499
    PC96 > -0.07200172
    ->  class 2\|0  [0.964]

Rule 7/182: (16.9, lift 13.5)
    PC1 <= -0.4342794
    PC8 > 1.277736
    PC11 > -0.9337804
    PC19 <= -0.5922827
    PC21 <= 0.8793962
    PC59 <= -0.7466796
    ->  class 2\|0  [0.947]

Rule 7/183: (15.4, lift 13.4)
    PC1 > -0.4342794
    PC1 <= -0.1083464
    PC2 <= 2.433167
    PC15 > -3.075166
    PC57 > -0.3938038
    PC67 > 0.08937011
    PC78 <= 0.1864784
    PC89 > -0.1403926
    PC98 > -0.2103545
    ->  class 2\|0  [0.943]

Rule 7/184: (35/2.3, lift 12.9)
    PC1 <= -0.4342794
    PC8 > 1.277736
    PC17 > 0.456572
    PC20 <= 0.1367185
    PC40 > -1.133333
    PC61 > -1.042477
    PC96 > -0.3144718
    ->  class 2\|0  [0.911]

Rule 7/185: (28.2/1.7, lift 12.9)
    PC2 <= 2.433167
    PC8 > 1.277736
    PC8 <= 1.464226
    PC19 <= -0.5922827
    PC20 <= 0.1367185
    PC61 > -1.042477
    PC88 > -0.1712499
    PC96 > -0.3144718
    ->  class 2\|0  [0.910]

Rule 7/186: (258.6, lift 9.2)
    PC1 <= -0.4342794
    PC8 > 1.277736
    PC11 <= -0.9337804
    PC20 <= 0.1367185
    PC84 > -0.3865208
    PC96 > -0.3144718
    ->  class 2\|1  [0.996]

Rule 7/187: (191.3, lift 9.2)
    PC2 <= -1.132581
    PC7 <= 1.784821
    PC8 > 1.277736
    PC20 <= 0.1367185
    PC21 <= 2.408413
    PC22 <= -0.6267856
    PC40 > -1.133333
    PC69 <= 0.3827886
    PC96 > -0.3144718
    ->  class 2\|1  [0.995]

Rule 7/188: (104.2, lift 9.2)
    PC1 <= -0.4342794
    PC7 <= 1.784821
    PC8 > 1.277736
    PC20 <= 0.1367185
    PC21 <= 2.408413
    PC61 <= -1.042477
    PC69 <= 0.3827886
    ->  class 2\|1  [0.991]

Rule 7/189: (75.4, lift 9.1)
    PC2 <= 2.433167
    PC4 > -0.4804776
    PC8 > -0.2065834
    PC29 <= 0.1580438
    PC37 <= 1.161991
    PC94 > 0.9697731
    ->  class 2\|1  [0.987]

Rule 7/190: (64.3, lift 9.1)
    PC1 <= -0.4342794
    PC8 > -3.294549
    PC12 > 5.358043
    PC76 <= -0.08802302
    ->  class 2\|1  [0.985]

Rule 7/191: (68.1/0.2, lift 9.1)
    PC1 <= -0.4342794
    PC2 <= 2.433167
    PC8 > -0.2065834
    PC12 > -2.385609
    PC32 <= 1.077034
    PC35 <= -1.000107
    PC56 <= 0.6623823
    PC94 <= 0.9697731
    ->  class 2\|1  [0.984]

Rule 7/192: (212.2/2.7, lift 9.1)
    PC1 <= -0.4342794
    PC2 <= -1.132581
    PC8 > 1.277736
    PC19 > -1.648668
    PC20 <= 0.1367185
    PC21 <= 0.8793962
    PC28 > -0.04640938
    PC30 > -0.2541945
    PC40 > -1.133333
    PC41 > -0.8915128
    PC50 > -0.9206259
    PC95 <= 0.34431
    PC96 > -0.07200172
    ->  class 2\|1  [0.983]

Rule 7/193: (58.4, lift 9.1)
    PC2 <= -1.132581
    PC7 <= 0.5297524
    PC8 > 1.277736
    PC21 > 0.8793962
    PC68 <= 1.544758
    ->  class 2\|1  [0.983]

Rule 7/194: (292.3/4.4, lift 9.1)
    PC1 <= -0.4342794
    PC2 <= -1.132581
    PC7 <= 1.784821
    PC8 > 1.277736
    PC17 > -0.4645186
    PC19 > -0.5922827
    PC20 <= 0.1367185
    PC21 <= 2.408413
    PC30 > -0.2541945
    PC40 > -1.133333
    PC68 <= 1.544758
    PC69 <= 0.3827886
    ->  class 2\|1  [0.982]

Rule 7/195: (62.7/0.2, lift 9.1)
    PC1 <= -0.4342794
    PC2 <= 2.433167
    PC8 > -0.2065834
    PC8 <= 1.277736
    PC12 > -2.385609
    PC29 <= 0.1580438
    PC45 <= -0.01453704
    PC56 > -0.3931739
    PC56 <= 0.6623823
    PC80 <= 0.3573652
    ->  class 2\|1  [0.982]

Rule 7/196: (52.5, lift 9.1)
    PC1 <= -0.4342794
    PC2 <= 2.433167
    PC8 > -3.294549
    PC28 <= -0.2738551
    PC56 > 0.2843107
    ->  class 2\|1  [0.982]

Rule 7/197: (49/0.3, lift 9.0)
    PC1 <= -0.4342794
    PC2 <= 2.433167
    PC8 > -0.2065834
    PC8 <= 1.277736
    PC12 > -2.385609
    PC33 <= -0.2839282
    PC56 > -0.3931739
    PC56 <= 0.6623823
    PC80 <= 0.3573652
    ->  class 2\|1  [0.974]

Rule 7/198: (36.5, lift 9.0)
    PC1 <= -0.4342794
    PC2 <= 2.433167
    PC4 <= -0.4804776
    PC8 <= 1.277736
    PC37 <= 1.161991
    ->  class 2\|1  [0.974]

Rule 7/199: (32.5, lift 9.0)
    PC1 <= -0.4342794
    PC8 > 1.277736
    PC17 <= -0.8873017
    PC20 <= 0.1367185
    PC96 > -0.3144718
    ->  class 2\|1  [0.971]

Rule 7/200: (35.1/0.2, lift 9.0)
    PC1 <= -0.4342794
    PC2 > -1.132581
    PC2 <= 2.433167
    PC8 > -0.2065834
    PC70 > 0.07821473
    ->  class 2\|1  [0.969]

Rule 7/201: (164.1/4.5, lift 8.9)
    PC2 <= -1.132581
    PC7 <= 1.784821
    PC8 > -0.2065834
    PC17 > -0.4645186
    PC20 <= 0.1367185
    PC21 <= 2.408413
    PC28 > -0.04640938
    PC30 > -0.2541945
    PC40 > -1.133333
    PC57 <= 1.001234
    PC61 > -1.042477
    PC88 <= -0.1712499
    PC95 <= 0.34431
    ->  class 2\|1  [0.967]

Rule 7/202: (77.9/1.7, lift 8.9)
    PC1 <= -0.4342794
    PC2 <= 2.433167
    PC8 > -0.2065834
    PC12 > -2.385609
    PC32 <= 0.2429903
    PC33 <= -0.1172817
    PC56 > -0.3931739
    PC80 <= 0.3573652
    PC88 <= 0.4188057
    ->  class 2\|1  [0.966]

Rule 7/203: (52.7/1.3, lift 8.8)
    PC1 <= -0.4342794
    PC2 <= 2.433167
    PC8 > -0.2065834
    PC8 <= 1.277736
    PC29 <= 0.1580438
    PC34 > 0.7305247
    ->  class 2\|1  [0.957]

Rule 7/204: (65.2/2.2, lift 8.8)
    PC1 <= -0.4342794
    PC2 <= 2.433167
    PC8 > -0.2065834
    PC8 <= 1.277736
    PC12 > -2.385609
    PC29 <= 0.1580438
    PC35 <= 1.15247
    PC56 <= 0.6623823
    PC80 <= 0.3573652
    PC94 > 0.4194938
    ->  class 2\|1  [0.953]

Rule 7/205: (190.5/9.5, lift 8.7)
    PC2 <= -1.132581
    PC8 > 1.464226
    PC17 <= 0.456572
    PC21 <= 0.8793962
    PC22 > -0.6267856
    PC30 > -0.2541945
    PC41 > -0.8915128
    PC57 <= 1.001234
    PC59 > -0.7466796
    PC94 > -0.7874113
    PC95 <= 0.34431
    PC96 > -0.3144718
    PC96 <= -0.07200172
    ->  class 2\|1  [0.946]

Rule 7/206: (61.6/2.6, lift 8.7)
    PC1 <= -0.4342794
    PC2 <= 2.433167
    PC8 > -0.2065834
    PC8 <= 1.277736
    PC29 <= 0.1580438
    PC33 > -0.2839282
    PC46 > -0.2699843
    PC55 <= -0.5527254
    PC88 <= 0.4188057
    PC94 > -0.4489605
    ->  class 2\|1  [0.944]

Rule 7/207: (15.6, lift 8.7)
    PC1 <= -0.4342794
    PC2 > -4.600608
    PC2 <= 2.433167
    PC8 > -0.2065834
    PC8 <= 1.277736
    PC37 <= 1.161991
    PC54 > -0.1658456
    PC56 <= -0.3931739
    ->  class 2\|1  [0.943]

Rule 7/208: (38.3/1.5, lift 8.7)
    PC1 <= -0.4342794
    PC2 <= 2.433167
    PC8 > -0.2065834
    PC8 <= 1.277736
    PC12 > -2.385609
    PC29 <= 0.1580438
    PC35 <= 1.15247
    PC46 <= -0.2699843
    PC56 > -0.3931739
    ->  class 2\|1  [0.938]

Rule 7/209: (85.9/5.4, lift 8.6)
    PC1 <= -0.4342794
    PC8 > 1.277736
    PC11 > -0.9337804
    PC20 <= 0.1367185
    PC40 <= -1.133333
    ->  class 2\|1  [0.928]

Rule 7/210: (44.1/2.4, lift 8.6)
    PC1 > -0.4342794
    PC2 <= 2.433167
    PC6 <= -1.298882
    PC15 > -3.075166
    PC26 > -1.336922
    PC44 > 0.800207
    PC63 > 0.01857104
    ->  class 2\|1  [0.926]

Rule 7/211: (111.6/7.6, lift 8.5)
    PC1 <= -0.4342794
    PC2 <= -1.132581
    PC8 > 1.277736
    PC16 > 0.3932408
    PC17 > -0.4645186
    PC17 <= 0.456572
    PC21 <= 2.408413
    PC57 <= 1.001234
    ->  class 2\|1  [0.925]

Rule 7/212: (59.4/3.8, lift 8.5)
    PC1 <= -0.4342794
    PC2 <= 2.433167
    PC8 > -0.2065834
    PC8 <= 1.277736
    PC32 > 1.077034
    PC35 <= 1.15247
    PC37 <= 1.161991
    ->  class 2\|1  [0.921]

Rule 7/213: (181.7/13.5, lift 8.5)
    PC1 <= -0.4342794
    PC2 <= 2.433167
    PC8 > -0.2065834
    PC9 > -3.592107
    PC30 > 0.4228213
    ->  class 2\|1  [0.921]

Rule 7/214: (28/1.4, lift 8.5)
    PC2 <= -8.314324
    PC8 > -3.294549
    PC8 <= -0.2065834
    PC63 > 0.0521405
    ->  class 2\|1  [0.919]

Rule 7/215: (28.1/1.7, lift 8.4)
    PC1 <= -0.4342794
    PC2 <= 2.433167
    PC8 > -0.2065834
    PC8 <= 1.277736
    PC12 > -2.385609
    PC15 <= -0.6033562
    PC32 <= 0.2429903
    PC35 <= 1.15247
    PC80 <= 0.3573652
    PC94 > -0.4489605
    ->  class 2\|1  [0.911]

Rule 7/216: (8.7, lift 8.4)
    PC1 > -0.4342794
    PC1 <= -0.1083464
    PC2 <= 2.433167
    PC15 > -3.075166
    PC57 <= -0.3938038
    PC95 <= 0.2128091
    ->  class 2\|1  [0.907]

Rule 7/217: (10.1/0.2, lift 8.4)
    PC1 <= -0.4342794
    PC2 > -1.132581
    PC8 > 1.277736
    PC36 > 0.3732723
    ->  class 2\|1  [0.905]

Rule 7/218: (28.4/2.2, lift 8.3)
    PC1 <= -0.4342794
    PC8 > 1.277736
    PC16 <= 0.3932408
    PC21 <= 2.408413
    PC44 > 1.582453
    PC57 <= 1.001234
    ->  class 2\|1  [0.895]

Rule 7/219: (24.4/1.8, lift 8.3)
    PC1 <= -0.4342794
    PC8 > 1.277736
    PC15 > 1.497306
    PC57 > 1.001234
    ->  class 2\|1  [0.894]

Rule 7/220: (51.9/5.1, lift 8.2)
    PC1 <= -0.4342794
    PC2 <= 2.433167
    PC8 > -0.2065834
    PC12 > -2.385609
    PC29 <= 0.1580438
    PC32 <= 0.2429903
    PC70 > 0.2531751
    PC77 > -0.1299129
    PC80 <= 0.3573652
    PC94 <= 0.4194938
    ->  class 2\|1  [0.886]

Rule 7/221: (42.8/4.6, lift 8.1)
    PC1 <= -0.4342794
    PC2 <= 2.433167
    PC8 > -0.2065834
    PC8 <= 1.277736
    PC12 > -2.385609
    PC32 <= 0.2429903
    PC80 <= 0.3573652
    PC88 > 0.4188057
    ->  class 2\|1  [0.876]

Rule 7/222: (55.2/7.2, lift 7.9)
    PC1 <= -0.4342794
    PC2 <= 2.433167
    PC8 > -0.2065834
    PC8 <= 1.277736
    PC12 > -2.385609
    PC29 <= 0.1580438
    PC32 <= 0.2429903
    PC88 <= 0.4188057
    PC94 <= -0.4489605
    ->  class 2\|1  [0.856]

Rule 7/223: (6.6/0.6, lift 7.5)
    PC1 <= -0.4342794
    PC4 <= 0.08181693
    PC8 <= -0.2065834
    PC14 > 2.593071
    PC28 > 0.03815055
    ->  class 2\|1  [0.813]

Rule 7/224: (228.5/45, lift 7.4)
    PC1 <= -0.4342794
    PC8 > 1.277736
    PC10 <= 0.8101665
    PC20 > 0.1367185
    PC51 <= 0.4003935
    PC78 <= 0.6319782
    PC89 > -0.4797025
    ->  class 2\|1  [0.800]

Rule 7/225: (146.7/38.9, lift 6.8)
    PC1 <= -0.4342794
    PC2 <= 2.433167
    PC8 > -0.2065834
    PC20 <= 0.1367185
    PC96 <= -0.3144718
    ->  class 2\|1  [0.732]

Rule 7/226: (51.9/18.2, lift 6.0)
    PC1 <= -0.4342794
    PC2 <= 2.433167
    PC8 > -3.294549
    PC12 <= 5.358043
    PC14 <= 2.593071
    PC33 <= -0.622637
    PC63 > 0.0521405
    ->  class 2\|1  [0.644]

Rule 7/227: (95.4, lift 10.8)
    PC2 <= 2.433167
    PC8 <= 1.277736
    PC12 > -2.385609
    PC15 > -0.6033562
    PC29 <= 0.1580438
    PC32 <= 1.077034
    PC34 <= 0.7305247
    PC46 > -0.2699843
    PC56 > -0.3931739
    PC70 > 0.2531751
    PC77 <= -0.1299129
    PC94 > -0.4489605
    ->  class 2\|2  [0.990]

Rule 7/228: (91, lift 10.8)
    PC1 <= -0.4342794
    PC4 <= 0.08181693
    PC8 > -3.294549
    PC8 <= -0.2065834
    PC14 > 2.593071
    PC28 <= 0.03815055
    ->  class 2\|2  [0.989]

Rule 7/229: (125.9/0.8, lift 10.8)
    PC1 <= -0.4342794
    PC2 <= 2.433167
    PC4 > -0.4804776
    PC8 > -0.2065834
    PC8 <= 1.277736
    PC21 <= 2.361151
    PC28 > -0.1244157
    PC30 <= 0.4228213
    PC32 <= 1.077034
    PC35 > -1.000107
    PC37 <= 1.161991
    PC46 > -0.2699843
    PC56 > -0.3931739
    PC80 > 0.3573652
    PC94 <= 0.9697731
    ->  class 2\|2  [0.986]

Rule 7/230: (94.7/0.5, lift 10.8)
    PC1 <= -0.4342794
    PC2 <= 2.433167
    PC8 > -0.2065834
    PC8 <= 1.277736
    PC21 <= 2.361151
    PC28 > -0.1244157
    PC30 <= 0.4228213
    PC35 <= 1.15247
    PC53 > -1.558367
    PC56 > 0.6623823
    PC94 <= 0.9697731
    ->  class 2\|2  [0.985]

Rule 7/231: (99.7/2.2, lift 10.6)
    PC1 <= -0.4342794
    PC2 <= 2.433167
    PC8 > -3.294549
    PC8 <= -0.2065834
    PC14 > -1.550032
    PC30 > 0.1006785
    PC33 <= 0.2340388
    PC48 <= 0.7632582
    PC60 > -0.9822298
    PC62 > -0.471928
    PC63 <= 0.0521405
    PC79 > -0.03819948
    ->  class 2\|2  [0.969]

Rule 7/232: (26.1, lift 10.5)
    PC1 > -0.4342794
    PC1 <= 13.49866
    PC2 <= 2.433167
    PC6 <= -1.298882
    PC7 > 0.5275125
    PC16 <= 4.645583
    PC28 > -0.399829
    PC44 <= 0.800207
    ->  class 2\|2  [0.964]

Rule 7/233: (121.5/3.8, lift 10.5)
    PC8 > -0.2065834
    PC8 <= 1.277736
    PC12 <= -2.385609
    PC21 <= 2.361151
    PC32 <= 1.077034
    PC56 > -0.3931739
    ->  class 2\|2  [0.961]

Rule 7/234: (112.9/3.6, lift 10.5)
    PC1 <= -0.4342794
    PC2 <= 2.433167
    PC4 > -0.4804776
    PC8 > -0.2065834
    PC8 <= 1.277736
    PC9 > -3.592107
    PC29 > 0.1580438
    PC30 <= 0.4228213
    PC35 <= 1.15247
    PC53 > -1.558367
    PC56 > -0.3931739
    ->  class 2\|2  [0.960]

Rule 7/235: (64.6/1.9, lift 10.4)
    PC1 <= -0.4342794
    PC2 <= 2.433167
    PC8 > -0.2065834
    PC8 <= 1.277736
    PC10 > -0.4088586
    PC12 > -2.385609
    PC28 > -0.1244157
    PC32 > 0.2429903
    PC32 <= 1.077034
    PC33 > -0.2839282
    PC45 > -0.01453704
    PC94 <= 0.4194938
    ->  class 2\|2  [0.956]

Rule 7/236: (33.5/0.6, lift 10.4)
    PC1 <= -0.4342794
    PC2 <= 2.433167
    PC8 > -3.294549
    PC8 <= -0.2065834
    PC22 <= -2.072907
    PC48 <= 0.7632582
    PC62 > -0.471928
    ->  class 2\|2  [0.955]

Rule 7/237: (27.7/0.8, lift 10.3)
    PC1 <= -0.4342794
    PC8 > -0.2065834
    PC11 <= -0.9337804
    PC20 <= 0.1367185
    PC84 <= -0.3865208
    ->  class 2\|2  [0.940]

Rule 7/238: (35.4/1.3, lift 10.2)
    PC2 <= 2.433167
    PC8 > -3.294549
    PC8 <= -0.2065834
    PC27 > -0.7057388
    PC44 > -0.7211635
    PC48 > 0.7632582
    PC62 > -0.471928
    PC63 <= 0.0521405
    ->  class 2\|2  [0.938]

Rule 7/239: (203.2/12.2, lift 10.2)
    PC1 <= -0.4342794
    PC2 <= 2.433167
    PC8 > -2.050626
    PC8 <= -0.2065834
    PC19 > -3.666448
    PC44 <= -0.7211635
    PC60 <= 0.9271494
    PC63 <= 0.0521405
    ->  class 2\|2  [0.936]

Rule 7/240: (194.5/13.6, lift 10.1)
    PC1 <= -0.4342794
    PC2 <= 2.433167
    PC8 > -0.2065834
    PC8 <= 1.277736
    PC10 > -0.4088586
    PC15 > -0.6033562
    PC28 > -0.1244157
    PC29 <= 0.1580438
    PC33 > -0.1172817
    PC34 <= 0.7305247
    PC45 > -0.01453704
    PC46 > -0.2699843
    PC55 > -0.5527254
    PC56 > -0.3931739
    PC70 <= 0.2531751
    PC88 <= 0.4188057
    PC94 > -0.4489605
    PC94 <= 0.4194938
    ->  class 2\|2  [0.926]

Rule 7/241: (11.3, lift 10.1)
    PC2 <= 2.433167
    PC14 <= 2.593071
    PC45 <= 0.297167
    PC50 <= -0.8933262
    PC63 > 0.0521405
    PC63 <= 0.1486803
    ->  class 2\|2  [0.925]

Rule 7/242: (11.2, lift 10.1)
    PC1 <= -0.4342794
    PC2 <= 2.433167
    PC8 > -3.294549
    PC8 <= -0.2065834
    PC44 > -0.7211635
    PC62 > -0.471928
    PC63 <= 0.0521405
    PC80 <= -1.951839
    ->  class 2\|2  [0.924]

Rule 7/243: (18.9/0.6, lift 10.1)
    PC1 <= -0.4342794
    PC8 > -3.294549
    PC8 <= -0.2065834
    PC62 > -0.471928
    PC62 <= -0.4679586
    ->  class 2\|2  [0.923]

Rule 7/244: (12.8/0.2, lift 10.1)
    PC1 <= -0.4342794
    PC2 <= 2.433167
    PC8 > -0.2065834
    PC10 <= 0.8101665
    PC20 > 0.1367185
    PC78 > 0.6319782
    PC89 > -0.4797025
    ->  class 2\|2  [0.922]

Rule 7/245: (161.8/13.3, lift 10.0)
    PC1 <= -0.4342794
    PC2 <= 2.433167
    PC8 > -3.294549
    PC8 <= -0.2065834
    PC14 > -2.346009
    PC19 > -3.666448
    PC43 <= -0.1143931
    PC44 <= -0.7211635
    PC55 > 0.05161848
    PC63 <= 0.0521405
    PC73 <= 1.372479
    PC84 <= 1.96101
    ->  class 2\|2  [0.913]

Rule 7/246: (27.7/2.3, lift 9.7)
    PC2 <= 2.433167
    PC8 > -3.294549
    PC8 <= -0.2065834
    PC27 > -0.7057388
    PC44 > -0.7211635
    PC62 > -0.471928
    PC63 <= 0.0521405
    PC94 <= -1.041554
    ->  class 2\|2  [0.890]

Rule 7/247: (44.1/6.9, lift 9.0)
    PC1 <= -0.4342794
    PC2 <= -4.600608
    PC8 > -0.2065834
    PC8 <= 1.277736
    PC30 <= 0.4228213
    PC35 <= 1.15247
    PC43 <= 0.4163237
    PC54 > -0.1658456
    PC56 <= -0.3931739
    ->  class 2\|2  [0.829]

Rule 7/248: (43/6.9, lift 9.0)
    PC1 <= -0.4342794
    PC2 <= 2.433167
    PC8 > -0.2065834
    PC10 <= 0.8101665
    PC20 > 0.1367185
    PC51 > 0.4003935
    ->  class 2\|2  [0.824]

Rule 7/249: (23.4/3.8, lift 8.8)
    PC1 <= -0.4342794
    PC2 <= 2.433167
    PC8 > -3.294549
    PC8 <= -0.2065834
    PC27 > -0.7057388
    PC44 > -0.7211635
    PC60 <= -0.9822298
    PC62 > -0.471928
    PC63 <= 0.0521405
    ->  class 2\|2  [0.810]

Rule 7/250: (13.1/2.2, lift 8.6)
    PC1 <= -0.4342794
    PC8 > 1.277736
    PC10 <= 0.8101665
    PC20 > 0.1367185
    PC89 <= -0.4797025
    ->  class 2\|2  [0.792]

Rule 7/251: (70.7/18.6, lift 8.0)
    PC1 <= -0.4342794
    PC2 <= 2.433167
    PC8 > -3.294549
    PC8 <= -0.2065834
    PC12 <= 5.358043
    PC28 > -0.2738551
    PC36 > 0.09391297
    PC62 <= -0.471928
    PC80 > -0.4498366
    ->  class 2\|2  [0.731]

Rule 7/252: (9.6/2.2, lift 8.0)
    PC1 > -0.4342794
    PC1 <= 0.4300639
    PC2 <= 2.433167
    PC6 > -1.298882
    PC16 <= 0.8839463
    PC27 <= -0.1560484
    ->  class 2\|2  [0.729]

Rule 7/253: (51.8/15.3, lift 7.6)
    PC1 <= -0.4342794
    PC2 <= 2.433167
    PC8 > -3.294549
    PC8 <= -0.2065834
    PC13 <= -0.1466323
    PC27 <= -0.2426738
    PC29 <= 0.368939
    PC30 <= 0.1006785
    PC62 > -0.471928
    ->  class 2\|2  [0.697]

Rule 7/254: (99.7/31.6, lift 7.4)
    PC1 <= -0.4342794
    PC2 <= 2.433167
    PC8 > -0.2065834
    PC10 > 0.8101665
    PC20 > 0.1367185
    ->  class 2\|2  [0.679]

Rule 7/255: (781.5/312.4, lift 6.6)
    PC1 <= -0.4342794
    PC2 <= 2.433167
    PC8 > -3.294549
    PC8 <= -0.2065834
    PC12 <= 5.358043
    PC28 > -0.2738551
    PC63 > 0.0521405
    ->  class 2\|2  [0.600]

Rule 7/256: (17.1/8.2, lift 5.7)
    PC1 <= -0.4342794
    PC8 > 1.277736
    PC20 <= 0.1367185
    PC50 <= -0.9206259
    ->  class 2\|2  [0.522]

Rule 7/257: (82.1, lift 8.4)
    PC8 <= -3.294549
    PC15 > 2.819387
    PC43 <= 1.458184
    ->  class 2\|3  [0.988]

Rule 7/258: (121.6/1.1, lift 8.3)
    PC2 <= 2.433167
    PC8 <= -3.294549
    PC17 <= 0.9555426
    PC43 <= 1.458184
    PC46 <= 0.4212933
    PC78 > -0.1304045
    PC82 > -0.05042823
    PC97 > -0.4860685
    ->  class 2\|3  [0.983]

Rule 7/259: (46.2, lift 8.3)
    PC2 <= 2.433167
    PC8 <= -0.2065834
    PC12 <= 5.358043
    PC14 <= -2.346009
    PC63 <= 0.0521405
    ->  class 2\|3  [0.979]

Rule 7/260: (113.6/1.8, lift 8.3)
    PC1 <= -0.4342794
    PC2 <= 2.433167
    PC8 > -3.294549
    PC8 <= -0.2065834
    PC14 <= 2.593071
    PC27 > -0.7057388
    PC29 <= 0.368939
    PC33 > 0.2340388
    PC44 > -0.7211635
    PC48 <= 0.7632582
    PC60 > -0.9822298
    PC62 > -0.4679586
    PC63 <= 0.0521405
    ->  class 2\|3  [0.975]

Rule 7/261: (119.3/2.2, lift 8.2)
    PC1 <= -0.4342794
    PC8 <= -3.294549
    PC35 <= -1.334595
    PC43 <= 1.458184
    ->  class 2\|3  [0.974]

Rule 7/262: (31.5, lift 8.2)
    PC2 <= 2.433167
    PC8 <= -3.294549
    PC25 > 0.3361501
    PC51 > -0.09941576
    ->  class 2\|3  [0.970]

Rule 7/263: (27.4/0.5, lift 8.0)
    PC1 > -1.201801
    PC1 <= -0.4342794
    PC2 <= 2.433167
    PC8 > -3.294549
    PC8 <= -0.2065834
    PC63 > 0.1486803
    ->  class 2\|3  [0.950]

Rule 7/264: (106.4/9.3, lift 7.7)
    PC1 <= -0.4342794
    PC2 > -8.314324
    PC2 <= 2.433167
    PC6 <= 4.366119
    PC8 > -3.294549
    PC8 <= -0.2065834
    PC45 <= 0.2463428
    PC50 > -0.8933262
    PC56 > -0.1938457
    PC63 > 0.0521405
    PC63 <= 0.1486803
    PC72 > -0.2319685
    PC76 > -0.3090629
    PC83 > -0.3884495
    ->  class 2\|3  [0.905]

Rule 7/265: (49.9/5.2, lift 7.5)
    PC1 <= -0.4342794
    PC2 > -8.314324
    PC2 <= 2.433167
    PC8 > -3.294549
    PC8 <= -0.2065834
    PC12 <= 5.358043
    PC28 > -0.2738551
    PC41 > -1.170958
    PC43 > 0.9473159
    PC63 > 0.0521405
    ->  class 2\|3  [0.881]

Rule 7/266: (5.6, lift 7.4)
    PC1 <= -0.4342794
    PC2 <= 2.433167
    PC4 > 0.08181693
    PC14 > 2.593071
    ->  class 2\|3  [0.868]

Rule 7/267: (64/8.6, lift 7.2)
    PC1 <= -0.4342794
    PC2 > -8.314324
    PC8 > -3.294549
    PC8 <= -0.2065834
    PC12 <= 5.358043
    PC14 <= 2.593071
    PC33 > -0.622637
    PC41 <= -1.170958
    PC45 <= 0.297167
    PC63 > 0.0521405
    ->  class 2\|3  [0.854]

Rule 7/268: (45.9/6, lift 7.2)
    PC1 <= -0.4342794
    PC2 <= 2.433167
    PC8 <= -0.2065834
    PC27 > -0.6646481
    PC33 > -0.622637
    PC45 <= 0.297167
    PC63 > 0.0521405
    PC99 <= -1.251827
    ->  class 2\|3  [0.854]

Rule 7/269: (7.2/0.5, lift 7.1)
    PC1 <= -0.4342794
    PC2 <= 2.433167
    PC8 <= -0.2065834
    PC27 <= -0.6646481
    PC41 > -1.170958
    PC63 > 0.0521405
    ->  class 2\|3  [0.842]

Rule 7/270: (12291.7/9937, lift 1.6)
    PC2 <= 2.433167
    ->  class 2\|3  [0.192]

Rule 7/271: (99.3/0.5, lift 22.2)
    PC1 > -0.4342794
    PC15 <= -3.075166
    PC34 <= 0.272749
    PC59 > -0.677929
    PC79 <= -0.4246424
    ->  class 2\|4  [0.986]

Rule 7/272: (101.5/1.2, lift 22.1)
    PC8 <= -3.294549
    PC17 <= 0.9555426
    PC25 <= 0.3361501
    PC46 <= 0.01763602
    PC49 <= 0.04230006
    PC51 > -0.09941576
    PC78 <= -0.1304045
    PC82 > -0.05042823
    PC85 > 0.1748962
    ->  class 2\|4  [0.978]

Rule 7/273: (118.9/2.7, lift 21.9)
    PC1 <= -0.4342794
    PC8 <= -3.294549
    PC43 > 1.458184
    PC68 <= 3.177751
    PC97 > -0.4860685
    ->  class 2\|4  [0.970]

Rule 7/274: (25.6, lift 21.7)
    PC2 <= 2.433167
    PC8 > -3.294549
    PC8 <= -0.2065834
    PC14 <= 2.593071
    PC27 <= -0.7057388
    PC29 > 0.3237171
    PC63 <= 0.0521405
    ->  class 2\|4  [0.964]

Rule 7/275: (42.1/0.6, lift 21.7)
    PC1 > -0.4342794
    PC5 > -1.696486
    PC15 <= -3.075166
    PC34 <= 0.272749
    PC57 > 0.1579273
    ->  class 2\|4  [0.963]

Rule 7/276: (43.5/0.9, lift 21.6)
    PC1 > -0.4342794
    PC5 > -1.696486
    PC15 <= -3.075166
    PC34 <= 0.272749
    PC63 <= 0.2007474
    ->  class 2\|4  [0.958]

Rule 7/277: (123.9/4.8, lift 21.5)
    PC1 <= -0.4342794
    PC8 <= -3.294549
    PC19 <= -2.306898
    PC24 <= 0.8717607
    PC46 <= 0.4212933
    PC85 <= 0.1748962
    PC97 > -0.4860685
    ->  class 2\|4  [0.954]

Rule 7/278: (87.1/3.2, lift 21.5)
    PC1 <= -0.4342794
    PC2 <= 2.433167
    PC8 > -3.294549
    PC8 <= -0.2065834
    PC14 <= 2.593071
    PC17 > -0.4275591
    PC27 <= 0.4448215
    PC31 <= 0.6101871
    PC37 <= -0.1771972
    PC44 > -0.7211635
    PC62 <= -0.471928
    PC95 > 0.00919826
    ->  class 2\|4  [0.953]

Rule 7/279: (241.6/10.7, lift 21.5)
    PC1 <= -0.4342794
    PC8 <= -3.294549
    PC15 <= 2.819387
    PC25 <= 0.3361501
    PC35 > -1.334595
    PC46 <= 0.4212933
    PC51 > -0.09941576
    PC82 <= -0.05042823
    PC85 > 0.1748962
    PC86 > -0.3566357
    ->  class 2\|4  [0.952]

Rule 7/280: (21.5/0.5, lift 21.2)
    PC1 <= -0.4342794
    PC2 <= 2.433167
    PC8 > -3.294549
    PC8 <= -0.2065834
    PC28 <= -0.1374937
    PC33 > -0.2883022
    PC44 > -0.7211635
    PC62 <= -0.471928
    PC63 <= 0.0521405
    ->  class 2\|4  [0.938]

Rule 7/281: (45.8/2.1, lift 21.1)
    PC1 > -0.4342794
    PC15 <= -3.075166
    PC34 <= 0.272749
    PC61 > 1.131182
    ->  class 2\|4  [0.935]

Rule 7/282: (11.7, lift 20.9)
    PC1 <= -0.4342794
    PC2 <= 2.433167
    PC8 <= -0.2065834
    PC12 <= 5.358043
    PC22 > 1.28584
    PC27 > -0.7057388
    PC36 <= 0.09391297
    PC62 <= -0.471928
    PC63 <= 0.0521405
    ->  class 2\|4  [0.927]

Rule 7/283: (31.3/1.8, lift 20.6)
    PC1 <= -0.4342794
    PC2 <= 2.433167
    PC8 <= -0.2065834
    PC10 <= -0.2031415
    PC36 <= 0.09391297
    PC62 <= -0.471928
    PC63 <= 0.0521405
    ->  class 2\|4  [0.915]

Rule 7/284: (6.1, lift 19.8)
    PC1 <= -0.4342794
    PC2 <= 2.433167
    PC8 <= -0.2065834
    PC29 > 0.368939
    PC62 > -0.471928
    PC63 <= 0.0521405
    ->  class 2\|4  [0.877]

Rule 7/285: (193.2/23.1, lift 19.8)
    PC8 <= -3.294549
    PC14 <= -0.3603361
    PC17 <= 0.9555426
    PC46 <= 0.4212933
    PC85 > 0.1748962
    ->  class 2\|4  [0.876]

Rule 7/286: (4.8, lift 19.2)
    PC1 <= -0.4342794
    PC2 <= 2.433167
    PC8 > -3.294549
    PC8 <= -0.2065834
    PC14 <= 2.593071
    PC43 > -0.1143931
    PC44 <= -0.7211635
    ->  class 2\|4  [0.852]

Rule 7/287: (85.6/23.3, lift 16.3)
    PC1 <= -0.4342794
    PC8 <= -3.294549
    PC24 <= 0.2848677
    PC46 <= 0.4212933
    PC68 <= 3.177751
    PC89 > 0.3514739
    PC97 > -0.4860685
    ->  class 2\|4  [0.722]

Rule 7/288: (50.9/14.8, lift 15.8)
    PC1 > -0.4342794
    PC1 <= -0.1083464
    PC2 <= 2.433167
    PC52 > -0.155084
    PC89 <= -0.1403926
    ->  class 2\|4  [0.701]

Rule 7/289: (34.8/25.8, lift 6.1)
    PC2 <= 2.433167
    PC27 > -0.7057388
    PC44 <= -0.7211635
    PC84 > 1.96101
    ->  class 2\|4  [0.272]

Default class: 2\|3

-----  Trial 8:  -----

Rules:

Rule 8/1: (291.1/1.9, lift 16.4)
    PC1 > -0.7145799
    PC14 > -0.3742817
    PC17 <= 2.038688
    PC18 > 1.22673
    PC20 <= 5.246321
    PC21 <= 0.4253854
    PC30 > -1.59225
    PC31 > -0.2933291
    PC43 <= 0.948707
    PC51 <= 0.4502234
    PC54 <= 1.459367
    PC55 > -0.2833138
    PC64 > -0.7443317
    PC67 <= 0.08962691
    PC75 <= 0.09994237
    PC81 > -0.3606538
    PC87 <= 0.2708541
    PC93 <= 0.9043314
    PC97 <= 0.4175494
    PC99 > -0.5613389
    ->  class 0\|0  [0.990]

Rule 8/2: (81/0.1, lift 16.4)
    PC1 > -0.7145799
    PC13 <= 7.792017
    PC14 > -1.089845
    PC16 <= 0.8201458
    PC18 > 1.22673
    PC55 > -0.3916063
    PC62 <= -1.168722
    PC74 <= 2.463087
    ->  class 0\|0  [0.987]

Rule 8/3: (70.2/0.2, lift 16.3)
    PC1 > -0.7145799
    PC18 > 1.22673
    PC21 <= -0.9617703
    PC28 > -2.601815
    PC35 <= 0.5582652
    ->  class 0\|0  [0.983]

Rule 8/4: (56.1, lift 16.3)
    PC1 > -0.7145799
    PC14 > -0.4700126
    PC18 > 1.22673
    PC22 > 1.001408
    PC28 > -1.544848
    PC29 > -2.452841
    PC39 > -2.021073
    PC88 > -0.9625427
    PC97 <= 0.4175494
    ->  class 0\|0  [0.983]

Rule 8/5: (67.5/0.4, lift 16.3)
    PC1 > -0.7145799
    PC15 > -0.6846066
    PC16 <= 0.8201458
    PC18 > 1.22673
    PC28 > -1.544848
    PC35 <= 0.5582652
    PC45 <= 1.486699
    PC47 <= 1.7071
    PC50 > 0.2590541
    PC51 <= 0.4502234
    PC54 <= 1.459367
    PC62 > -1.168722
    PC97 <= 0.4175494
    ->  class 0\|0  [0.980]

Rule 8/6: (71.9/0.5, lift 16.3)
    PC2 > 2.734492
    PC4 <= 10.39132
    PC13 <= 7.792017
    PC14 > -1.089845
    PC18 > 1.22673
    PC35 <= 0.5582652
    PC53 > 1.861015
    PC55 > -0.3916063
    ->  class 0\|0  [0.980]

Rule 8/7: (44.8, lift 16.2)
    PC1 > -0.7145799
    PC13 <= 7.792017
    PC16 <= 0.8201458
    PC18 > 1.22673
    PC41 <= 0.5107597
    PC47 <= -0.5993405
    PC97 > 0.4175494
    ->  class 0\|0  [0.979]

Rule 8/8: (42.6, lift 16.2)
    PC4 <= 10.39132
    PC18 > 6.276579
    PC28 > -2.601815
    ->  class 0\|0  [0.978]

Rule 8/9: (52.5/0.2, lift 16.2)
    PC1 > -0.7145799
    PC14 > -0.4700126
    PC18 > 1.22673
    PC30 <= -1.59225
    PC35 <= 0.5582652
    PC67 <= 0.08962691
    PC81 <= 0.6454574
    ->  class 0\|0  [0.977]

Rule 8/10: (52.1/0.2, lift 16.2)
    PC1 > -0.7145799
    PC18 > -0.1703712
    PC20 > 5.291643
    PC54 <= 1.459367
    PC55 > -0.3916063
    ->  class 0\|0  [0.977]

Rule 8/11: (151/2.8, lift 16.2)
    PC1 > -0.7145799
    PC13 <= 7.792017
    PC15 > -0.6846066
    PC18 > 1.22673
    PC29 <= 1.49068
    PC41 <= 0.5107597
    PC43 <= -1.190145
    PC52 <= 3.092808
    PC55 > -0.3916063
    ->  class 0\|0  [0.975]

Rule 8/12: (120.7/2.3, lift 16.1)
    PC13 <= 7.792017
    PC18 > 1.22673
    PC28 > -1.544848
    PC31 > -0.2933291
    PC45 <= 1.486699
    PC54 <= 1.459367
    PC61 > -1.007676
    PC67 <= 0.08962691
    PC81 > -0.3606538
    PC81 <= 0.6454574
    PC88 > -0.9625427
    PC97 <= 0.4175494
    PC100 <= -0.3275042
    ->  class 0\|0  [0.973]

Rule 8/13: (70.8/1.1, lift 16.1)
    PC14 > -0.4700126
    PC18 > 1.22673
    PC21 > -0.9617703
    PC28 <= -1.544848
    PC29 <= 1.49068
    PC51 <= 0.4502234
    PC55 > -0.3916063
    PC88 > -0.9625427
    PC97 <= 0.4175494
    ->  class 0\|0  [0.971]

Rule 8/14: (140.5/6.2, lift 15.7)
    PC1 > -0.7145799
    PC13 <= 7.792017
    PC18 > 1.22673
    PC21 <= 0.4791392
    PC29 > 1.49068
    PC35 <= 0.5582652
    PC55 > -0.3916063
    ->  class 0\|0  [0.949]

Rule 8/15: (17.4, lift 15.7)
    PC2 > 2.734492
    PC3 > -1.694908
    PC3 <= 1.640775
    PC18 > -0.1703712
    PC18 <= 1.22673
    PC90 <= -0.8940859
    ->  class 0\|0  [0.948]

Rule 8/16: (14.6/0.1, lift 15.5)
    PC1 <= -0.7145799
    PC2 > 2.734492
    PC4 <= 10.39132
    PC18 > 1.22673
    PC35 <= 0.5582652
    PC39 > -2.021073
    PC55 > -0.3916063
    PC74 <= 2.463087
    PC78 > 1.294823
    ->  class 0\|0  [0.933]

Rule 8/17: (55.2/3.1, lift 15.4)
    PC4 <= 10.39132
    PC13 <= 7.792017
    PC14 > -1.089845
    PC15 > -0.6846066
    PC18 > 1.22673
    PC28 <= -2.601815
    PC35 <= 0.5582652
    PC55 > -0.3916063
    ->  class 0\|0  [0.929]

Rule 8/18: (26.5/5, lift 13.1)
    PC6 > -0.4778918
    PC13 > 7.792017
    PC18 > 3.666845
    ->  class 0\|0  [0.789]

Rule 8/19: (17.7/4, lift 12.4)
    PC1 > -0.4303757
    PC2 > -2.304361
    PC2 <= 2.734492
    PC10 <= -0.7514341
    PC76 <= -0.1787935
    PC82 > -0.3701884
    ->  class 0\|0  [0.745]

Rule 8/20: (633.7/223.8, lift 10.7)
    PC2 > 2.734492
    PC3 > -1.694908
    PC3 <= 1.640775
    PC18 > 0.7072623
    ->  class 0\|0  [0.646]

Rule 8/21: (335.7/164, lift 8.5)
    PC2 > 2.734492
    PC3 <= 1.640775
    PC13 <= 7.792017
    PC18 > -0.1703712
    PC32 > 0.8010892
    PC47 <= 1.7071
    ->  class 0\|0  [0.511]

Rule 8/22: (93.9, lift 12.7)
    PC2 > 2.734492
    PC4 <= 10.39132
    PC13 <= 7.792017
    PC14 > -1.089845
    PC18 > 1.22673
    PC35 > 0.5582652
    ->  class 0\|1  [0.990]

Rule 8/23: (95/0.1, lift 12.6)
    PC2 > 2.734492
    PC4 <= 10.39132
    PC13 <= 7.792017
    PC18 > 1.22673
    PC39 > -2.021073
    PC47 > 1.7071
    ->  class 0\|1  [0.988]

Rule 8/24: (79.2/0.1, lift 12.6)
    PC2 > 2.734492
    PC3 <= 1.640775
    PC4 <= 10.39132
    PC18 > -0.1703712
    PC20 <= 5.291643
    PC28 > -1.544848
    PC29 <= 1.49068
    PC31 <= -0.2933291
    PC53 <= 1.861015
    PC86 <= 3.555881
    ->  class 0\|1  [0.986]

Rule 8/25: (61.2, lift 12.6)
    PC2 > 2.734492
    PC3 <= 1.640775
    PC13 <= 7.792017
    PC14 > -0.4700126
    PC18 > -0.1703712
    PC20 <= 5.291643
    PC22 <= 1.001408
    PC31 > -0.2933291
    PC41 <= 0.213558
    PC43 > -1.190145
    PC54 <= 1.459367
    PC81 > -0.3606538
    PC93 > 0.9043314
    PC100 > -0.3275042
    ->  class 0\|1  [0.984]

Rule 8/26: (51, lift 12.5)
    PC2 > 2.734492
    PC4 <= 10.39132
    PC13 <= 7.792017
    PC18 > 1.22673
    PC29 > -2.452841
    PC29 <= 1.49068
    PC39 > -2.021073
    PC41 <= 0.213558
    PC43 > -1.190145
    PC74 <= 2.463087
    PC81 > 0.6454574
    ->  class 0\|1  [0.981]

Rule 8/27: (47.4, lift 12.5)
    PC1 > -0.7145799
    PC18 > 1.22673
    PC21 <= 0.4791392
    PC51 <= 0.4502234
    PC55 <= -0.2833138
    PC62 > -1.168722
    PC75 <= 0.09994237
    ->  class 0\|1  [0.980]

Rule 8/28: (70.1/0.5, lift 12.5)
    PC2 > 2.734492
    PC3 <= 1.640775
    PC4 <= 10.39132
    PC13 <= 7.792017
    PC18 > -0.1703712
    PC22 <= 1.001408
    PC28 > -1.544848
    PC29 > -2.452841
    PC29 <= 1.49068
    PC39 > -2.021073
    PC41 <= 0.213558
    PC43 > -1.190145
    PC50 <= 0.2590541
    PC61 > -1.007676
    PC67 > 0.08962691
    ->  class 0\|1  [0.980]

Rule 8/29: (66.5/0.5, lift 12.5)
    PC2 > 2.734492
    PC3 <= 1.640775
    PC13 <= 7.792017
    PC14 > -1.089845
    PC18 > -0.1703712
    PC20 <= 5.291643
    PC22 <= 1.001408
    PC35 <= 0.5582652
    PC50 <= 0.2590541
    PC55 > -0.3916063
    PC62 > -1.168722
    PC75 <= 0.09994237
    PC87 > 0.2708541
    ->  class 0\|1  [0.978]

Rule 8/30: (54.7/0.4, lift 12.5)
    PC4 <= 10.39132
    PC13 <= 7.792017
    PC18 > 1.22673
    PC21 <= 0.4791392
    PC28 > -2.601815
    PC29 <= 1.49068
    PC43 > -1.190145
    PC62 > -1.168722
    PC86 <= 3.555881
    PC88 <= -0.9625427
    ->  class 0\|1  [0.976]

Rule 8/31: (55.1/0.5, lift 12.5)
    PC3 <= 1.640775
    PC18 <= -0.1703712
    PC28 > -1.394298
    PC48 <= 0.7819198
    PC57 > 0.2684259
    PC78 > 2.770494
    ->  class 0\|1  [0.974]

Rule 8/32: (97.3/1.5, lift 12.5)
    PC1 > -0.7145799
    PC13 <= 7.792017
    PC18 > 1.22673
    PC21 <= 0.4791392
    PC28 > -2.601815
    PC29 <= 1.49068
    PC41 <= 0.213558
    PC43 > -1.190145
    PC47 > -0.5993405
    PC53 <= 1.861015
    PC62 > -1.168722
    PC97 > 0.4175494
    ->  class 0\|1  [0.974]

Rule 8/33: (69.8/1, lift 12.4)
    PC2 > 2.734492
    PC3 > -1.694908
    PC3 <= 1.640775
    PC18 > -0.1703712
    PC18 <= 1.22673
    PC21 <= -0.315472
    PC90 > -0.8940859
    ->  class 0\|1  [0.973]

Rule 8/34: (33.3, lift 12.4)
    PC2 > 2.734492
    PC4 <= 10.39132
    PC13 <= 7.792017
    PC18 > 1.22673
    PC20 <= 5.291643
    PC21 > -0.9617703
    PC22 <= 1.001408
    PC29 <= 1.49068
    PC39 > -2.021073
    PC43 > 0.948707
    PC81 > -0.3606538
    PC86 <= 3.555881
    ->  class 0\|1  [0.972]

Rule 8/35: (33.4, lift 12.4)
    PC1 > -0.7145799
    PC3 <= 1.640775
    PC13 <= 7.792017
    PC18 > -0.1703712
    PC39 > -2.021073
    PC43 > -1.190145
    PC45 > 1.486699
    ->  class 0\|1  [0.972]

Rule 8/36: (131.3/3, lift 12.4)
    PC4 <= 10.39132
    PC13 <= 7.792017
    PC18 > 1.22673
    PC21 <= 0.4791392
    PC32 <= 0.8010892
    PC39 > -2.021073
    PC55 <= -0.3916063
    PC98 <= 1.156107
    ->  class 0\|1  [0.970]

Rule 8/37: (29.1, lift 12.4)
    PC1 > -0.7145799
    PC14 <= -0.4700126
    PC18 > 1.22673
    PC28 > -2.601815
    PC29 <= 1.49068
    PC43 > -1.190145
    ->  class 0\|1  [0.968]

Rule 8/38: (31.6/0.1, lift 12.4)
    PC6 <= -0.4778918
    PC13 > 7.792017
    PC18 > 3.666845
    PC97 > -0.952373
    ->  class 0\|1  [0.967]

Rule 8/39: (43.9/0.6, lift 12.3)
    PC2 > 2.734492
    PC3 <= 1.640775
    PC13 <= 7.792017
    PC16 > 0.8201458
    PC18 > -0.1703712
    PC47 <= 1.7071
    PC55 > -0.3916063
    PC74 <= 2.463087
    PC86 <= 3.555881
    ->  class 0\|1  [0.965]

Rule 8/40: (98.3/2.6, lift 12.3)
    PC2 > 2.734492
    PC3 > -1.694908
    PC3 <= 1.640775
    PC18 > -0.1703712
    PC18 <= 0.7072623
    PC90 > -0.8940859
    ->  class 0\|1  [0.964]

Rule 8/41: (24.8, lift 12.3)
    PC1 > -0.7145799
    PC18 > -0.1703712
    PC28 > -1.544848
    PC29 <= -2.452841
    PC43 > -1.190145
    ->  class 0\|1  [0.963]

Rule 8/42: (19.3, lift 12.2)
    PC1 > -0.7145799
    PC3 <= 1.640775
    PC14 > -1.089845
    PC17 > 2.038688
    PC18 > -0.1703712
    PC21 <= 0.4791392
    PC29 <= 1.49068
    PC31 > -0.2933291
    PC50 <= 0.2590541
    PC75 <= 0.09994237
    PC97 <= 0.4175494
    ->  class 0\|1  [0.953]

Rule 8/43: (126.7/5.3, lift 12.2)
    PC13 <= 7.792017
    PC18 > 1.22673
    PC21 <= 0.4791392
    PC22 <= 1.001408
    PC28 > -1.544848
    PC29 <= 1.49068
    PC43 > -1.190145
    PC50 <= 0.2590541
    PC62 > -1.168722
    PC81 <= -0.3606538
    PC86 <= 3.555881
    ->  class 0\|1  [0.951]

Rule 8/44: (154.6/7, lift 12.1)
    PC2 > 2.734492
    PC3 <= -1.694908
    PC4 <= 10.39132
    PC9 > -0.7972175
    PC13 <= 7.792017
    PC18 > -0.1703712
    PC18 <= 1.22673
    PC24 <= 1.30816
    PC34 > -0.8128214
    PC39 > -2.021073
    PC79 <= 0.5536416
    PC80 <= 0.5508074
    PC90 > -1.623404
    ->  class 0\|1  [0.949]

Rule 8/45: (16.9, lift 12.1)
    PC14 > -1.089845
    PC15 <= -0.6846066
    PC18 > 1.22673
    PC39 > -2.021073
    PC55 > -0.3916063
    ->  class 0\|1  [0.947]

Rule 8/46: (14.7, lift 12.0)
    PC10 <= -1.171714
    PC18 > -1.91947
    PC50 <= -1.789122
    ->  class 0\|1  [0.940]

Rule 8/47: (14.5, lift 12.0)
    PC13 <= 7.792017
    PC21 <= 0.4791392
    PC43 <= -1.190145
    PC47 <= 1.7071
    PC52 > 3.092808
    ->  class 0\|1  [0.939]

Rule 8/48: (118.7/6.5, lift 12.0)
    PC1 > -0.7145799
    PC2 > 2.734492
    PC13 <= 7.792017
    PC18 > 1.22673
    PC20 <= 5.291643
    PC21 <= 0.4791392
    PC22 <= 1.001408
    PC29 <= 1.49068
    PC30 > -1.59225
    PC43 > -1.190145
    PC54 <= 1.459367
    PC75 > 0.09994237
    PC93 > -0.4382214
    PC100 > -0.3275042
    ->  class 0\|1  [0.938]

Rule 8/49: (11.3, lift 11.8)
    PC2 > 2.734492
    PC3 <= 1.640775
    PC18 > -0.1703712
    PC21 > 0.4253854
    PC21 <= 0.4791392
    PC29 <= 1.49068
    PC75 <= 0.09994237
    PC97 <= 0.4175494
    ->  class 0\|1  [0.925]

Rule 8/50: (9.9, lift 11.7)
    PC2 > 2.734492
    PC4 <= 10.39132
    PC13 <= 7.792017
    PC18 > 1.22673
    PC41 > 0.5107597
    ->  class 0\|1  [0.916]

Rule 8/51: (10.6/0.1, lift 11.7)
    PC4 > -8.287465
    PC10 <= -1.171714
    PC18 > -1.91947
    PC18 <= -0.1703712
    PC95 > 0.6273936
    ->  class 0\|1  [0.911]

Rule 8/52: (9.8/0.1, lift 11.6)
    PC18 > -0.1703712
    PC20 > 5.246321
    PC20 <= 5.291643
    PC29 <= 1.49068
    ->  class 0\|1  [0.905]

Rule 8/53: (93/9, lift 11.4)
    PC13 <= 7.792017
    PC14 > -1.089845
    PC18 > 1.22673
    PC21 > -0.9617703
    PC29 <= 1.49068
    PC39 > -2.021073
    PC41 <= 0.213558
    PC51 > 0.4502234
    PC53 <= 1.861015
    PC62 > -1.168722
    PC97 <= 0.4175494
    ->  class 0\|1  [0.894]

Rule 8/54: (114.6/11.6, lift 11.4)
    PC2 > 2.734492
    PC3 <= -1.694908
    PC4 <= 10.39132
    PC9 > -0.7972175
    PC13 <= 7.792017
    PC18 > -0.1703712
    PC18 <= 1.22673
    PC79 <= 0.5536416
    PC88 > 0.1365385
    PC90 > -1.623404
    ->  class 0\|1  [0.892]

Rule 8/55: (289.1/32.1, lift 11.3)
    PC1 <= -0.7145799
    PC2 > 2.734492
    PC13 <= 7.792017
    PC14 > -1.089845
    PC18 > 1.22673
    PC18 <= 6.276579
    PC25 > -1.052984
    PC28 > -2.601815
    PC39 > -2.021073
    PC53 <= 1.861015
    PC55 > -0.3916063
    PC78 <= 1.294823
    ->  class 0\|1  [0.886]

Rule 8/56: (137.7/15.7, lift 11.3)
    PC2 > 2.734492
    PC3 <= -1.694908
    PC4 <= 10.39132
    PC9 > -0.7972175
    PC13 <= 7.792017
    PC18 > -0.1703712
    PC18 <= 1.22673
    PC24 <= 1.30816
    PC71 <= 0.03204425
    PC79 <= 0.5536416
    PC80 <= 0.5508074
    ->  class 0\|1  [0.880]

Rule 8/57: (42.9/5, lift 11.1)
    PC2 > 2.734492
    PC3 <= 1.640775
    PC18 > -2.487245
    PC18 <= -0.1703712
    PC43 <= -1.939943
    PC78 <= 2.770494
    ->  class 0\|1  [0.866]

Rule 8/58: (21.3/3.8, lift 10.2)
    PC2 > 2.734492
    PC3 <= 1.640775
    PC9 > 0.7720632
    PC18 > -1.91947
    ->  class 0\|1  [0.794]

Rule 8/59: (26.6/5.5, lift 9.9)
    PC2 > 2.734492
    PC3 <= 1.640775
    PC6 <= -1.188816
    PC18 <= -0.1703712
    PC43 <= -1.939943
    ->  class 0\|1  [0.773]

Rule 8/60: (51.2/11.8, lift 9.7)
    PC6 <= 0.2039702
    PC10 <= -1.171714
    PC18 > -1.91947
    PC18 <= -0.1703712
    PC41 > 0.2614727
    PC96 > -2.371032
    ->  class 0\|1  [0.760]

Rule 8/61: (23.3/5.2, lift 9.7)
    PC4 > -8.287465
    PC10 <= -1.171714
    PC18 > -1.91947
    PC18 <= -0.1703712
    PC41 <= 0.2614727
    PC78 > 0.601634
    ->  class 0\|1  [0.755]

Rule 8/62: (83.5/0.7, lift 10.1)
    PC4 > 10.39132
    PC18 > -0.1703712
    PC50 > -4.432207
    ->  class 0\|2  [0.980]

Rule 8/63: (45.1, lift 10.1)
    PC2 > 2.734492
    PC3 <= 1.640775
    PC18 <= -0.1703712
    PC24 > -4.85367
    PC32 > -1.390543
    PC36 <= 1.091125
    PC37 <= -0.7529431
    PC75 <= 0.4729535
    PC82 <= 0.1928724
    ->  class 0\|2  [0.979]

Rule 8/64: (34.4, lift 10.0)
    PC2 > 2.734492
    PC8 <= 0.08366414
    PC32 > 2.256713
    PC43 > -1.939943
    PC72 > -0.7089372
    ->  class 0\|2  [0.973]

Rule 8/65: (33.5, lift 10.0)
    PC4 > 9.177967
    PC18 <= -1.91947
    PC54 <= 3.061138
    ->  class 0\|2  [0.972]

Rule 8/66: (54.4/0.8, lift 9.9)
    PC2 > 2.734492
    PC3 <= 1.640775
    PC7 > -0.7460212
    PC17 > -3.36187
    PC18 > -1.91947
    PC18 <= -0.1703712
    PC24 <= -1.621387
    ->  class 0\|2  [0.968]

Rule 8/67: (119.2/4.5, lift 9.8)
    PC3 <= -3.749563
    PC13 > 7.792017
    PC18 > -0.1703712
    PC18 <= 3.666845
    PC36 <= 1.476349
    PC80 > -4.649399
    ->  class 0\|2  [0.954]

Rule 8/68: (26.2/0.4, lift 9.8)
    PC2 > 2.734492
    PC10 > -1.171714
    PC17 > -3.36187
    PC18 > -1.91947
    PC24 > -1.621387
    PC31 > 0.03873175
    PC44 <= 0.5920321
    PC65 <= 1.794594
    PC69 <= 1.005213
    PC78 <= 0.9711549
    PC88 > 1.972005
    ->  class 0\|2  [0.952]

Rule 8/69: (23.4/0.6, lift 9.6)
    PC2 > 2.734492
    PC3 <= 1.640775
    PC18 <= -0.1703712
    PC43 > -1.939943
    PC54 <= 3.061138
    PC78 <= 2.770494
    PC96 <= -2.371032
    PC99 > -2.727979
    ->  class 0\|2  [0.937]

Rule 8/70: (8.6, lift 9.3)
    PC18 > -0.1703712
    PC18 <= 1.22673
    PC24 <= 1.30816
    PC28 > 3.18423
    PC39 > -2.021073
    PC71 > 0.03204425
    ->  class 0\|2  [0.906]

Rule 8/71: (35.6/5, lift 8.6)
    PC3 <= 1.640775
    PC18 <= -0.1703712
    PC48 <= 0.7819198
    PC57 <= 0.2684259
    PC78 > 2.770494
    ->  class 0\|2  [0.839]

Rule 8/72: (7469.6/5536.1, lift 2.7)
    PC2 > 2.734492
    ->  class 0\|2  [0.259]

Rule 8/73: (182/0.1, lift 10.8)
    PC4 > -8.287465
    PC8 <= 0.08366414
    PC10 > -0.8002695
    PC17 <= 0.63545
    PC18 <= -1.91947
    PC20 <= 3.201354
    PC32 > -1.390543
    PC39 > -0.8660419
    PC57 <= 1.492087
    PC60 > -0.6686098
    PC63 > -1.066857
    PC68 <= 0.3270253
    PC70 <= 0.5325122
    ->  class 0\|3  [0.994]

Rule 8/74: (158.8, lift 10.8)
    PC4 > -8.287465
    PC4 <= 9.177967
    PC8 <= 0.08366414
    PC18 <= -1.91947
    PC32 > -1.390543
    PC36 <= 1.091125
    PC68 <= 0.3270253
    PC70 > 0.6217172
    PC71 <= 0.5786112
    PC74 <= 1.682982
    PC78 <= 2.770494
    ->  class 0\|3  [0.994]

Rule 8/75: (96.7, lift 10.8)
    PC3 <= 1.640775
    PC4 > -8.287465
    PC4 <= 9.177967
    PC8 <= 0.08366414
    PC9 <= 0.6433303
    PC18 <= -1.91947
    PC26 <= 1.461118
    PC32 > -1.390543
    PC43 > -1.939943
    PC62 <= 1.349605
    PC72 <= -0.7089372
    ->  class 0\|3  [0.990]

Rule 8/76: (101.4, lift 10.8)
    PC2 > 2.734492
    PC4 <= 9.177967
    PC9 <= 0.6433303
    PC18 <= -1.91947
    PC26 <= 1.461118
    PC32 > -1.390543
    PC32 <= 2.256713
    PC36 <= 1.091125
    PC43 > 0.8778328
    ->  class 0\|3  [0.990]

Rule 8/77: (85.5, lift 10.7)
    PC3 <= 1.640775
    PC17 <= 0.63545
    PC18 <= -1.91947
    PC36 <= 1.091125
    PC63 <= -0.1770633
    PC68 <= -0.3763688
    PC75 <= 0.4729535
    ->  class 0\|3  [0.989]

Rule 8/78: (190.1/2.1, lift 10.7)
    PC3 <= 1.640775
    PC4 <= 9.177967
    PC9 <= 0.6433303
    PC17 <= 0.63545
    PC18 <= -1.91947
    PC20 <= 7.400819
    PC26 <= 1.461118
    PC49 <= 1.128817
    PC75 > 0.4729535
    PC82 > -3.534764
    ->  class 0\|3  [0.984]

Rule 8/79: (64.6/0.1, lift 10.7)
    PC2 > 2.734492
    PC7 > -0.7460212
    PC10 > -1.171714
    PC17 <= -3.36187
    PC18 > -1.91947
    PC65 <= 1.794594
    PC96 > -2.371032
    ->  class 0\|3  [0.983]

Rule 8/80: (133.8/1.6, lift 10.7)
    PC3 <= 1.640775
    PC4 > -8.287465
    PC8 <= 0.08366414
    PC17 <= 0.63545
    PC18 <= -1.91947
    PC20 <= 7.400819
    PC26 <= 1.461118
    PC32 > -1.390543
    PC36 <= 1.091125
    PC39 > -0.8660419
    PC54 <= 1.583916
    PC57 <= 1.492087
    PC60 > -0.6686098
    PC71 <= 0.5786112
    PC75 <= 0.4729535
    PC82 > 0.1928724
    ->  class 0\|3  [0.981]

Rule 8/81: (208.8/4, lift 10.6)
    PC2 > 2.734492
    PC3 <= 1.640775
    PC9 <= 0.1920004
    PC10 > -1.171714
    PC10 <= 5.135392
    PC18 <= -0.1703712
    PC24 > -1.621387
    PC31 > 0.03873175
    PC44 <= 0.5920321
    PC69 <= 1.005213
    PC88 <= 1.972005
    ->  class 0\|3  [0.976]

Rule 8/82: (38.2, lift 10.6)
    PC13 > 7.792017
    PC36 > 1.476349
    ->  class 0\|3  [0.975]

Rule 8/83: (50.2/0.4, lift 10.6)
    PC2 > 2.734492
    PC3 <= 1.640775
    PC18 <= -0.1703712
    PC43 > -1.939943
    PC49 > 1.329205
    PC99 > -2.727979
    ->  class 0\|3  [0.974]

Rule 8/84: (34.8, lift 10.6)
    PC2 > 2.734492
    PC80 <= -4.649399
    ->  class 0\|3  [0.973]

Rule 8/85: (37.7/0.1, lift 10.6)
    PC3 > -3.749563
    PC13 > 7.792017
    PC18 <= 3.666845
    PC24 > 1.956948
    ->  class 0\|3  [0.972]

Rule 8/86: (36.2/0.1, lift 10.5)
    PC2 > 2.734492
    PC3 <= 1.640775
    PC18 <= -0.1703712
    PC78 <= 2.770494
    PC99 <= -2.727979
    ->  class 0\|3  [0.971]

Rule 8/87: (165.5/3.8, lift 10.6)
    PC4 <= 9.177967
    PC8 <= 0.08366414
    PC9 <= 0.6433303
    PC18 <= -1.91947
    PC39 <= -0.8660419
    PC43 > -1.939943
    PC62 <= 1.349605
    PC78 <= 2.770494
    ->  class 0\|3  [0.971]

Rule 8/88: (27.4, lift 10.5)
    PC3 <= 1.640775
    PC18 <= -0.1703712
    PC24 > -1.621387
    PC43 > -1.939943
    PC77 > -0.274014
    PC81 > 1.95845
    ->  class 0\|3  [0.966]

Rule 8/89: (57.8/1.4, lift 10.4)
    PC2 > 2.734492
    PC3 <= 1.640775
    PC18 <= -0.1703712
    PC54 > 3.061138
    ->  class 0\|3  [0.960]

Rule 8/90: (83/2.6, lift 10.4)
    PC3 <= 1.640775
    PC7 > -0.7460212
    PC10 > -1.171714
    PC18 > -1.91947
    PC18 <= -0.1703712
    PC24 > -1.621387
    PC65 <= 1.794594
    PC69 > 1.005213
    PC78 <= 0.9711549
    PC96 > -2.371032
    ->  class 0\|3  [0.958]

Rule 8/91: (18.3, lift 10.3)
    PC2 > 2.734492
    PC3 <= 1.640775
    PC18 <= -0.1703712
    PC24 > -1.621387
    PC47 > 2.470127
    PC78 <= 2.770494
    ->  class 0\|3  [0.951]

Rule 8/92: (54.7/2.1, lift 10.3)
    PC2 > 2.734492
    PC10 > -1.171714
    PC10 <= 5.135392
    PC18 > -1.91947
    PC18 <= -0.1703712
    PC42 > 2.483642
    PC96 > -2.371032
    ->  class 0\|3  [0.946]

Rule 8/93: (68.1/3.4, lift 10.2)
    PC7 > -0.7460212
    PC10 > 5.135392
    PC18 > -1.91947
    PC18 <= -0.1703712
    PC24 > -1.621387
    PC43 > -1.939943
    PC65 <= 1.794594
    ->  class 0\|3  [0.938]

Rule 8/94: (11.2, lift 10.0)
    PC2 > 2.734492
    PC3 <= 1.640775
    PC50 <= -4.432207
    ->  class 0\|3  [0.924]

Rule 8/95: (10.9, lift 10.0)
    PC2 > 2.734492
    PC8 > 0.08366414
    PC18 <= -1.91947
    PC60 > 0.3598216
    PC62 <= 1.349605
    PC78 <= 2.770494
    PC82 > -3.534764
    ->  class 0\|3  [0.922]

Rule 8/96: (530.2/41.6, lift 10.0)
    PC4 > -8.287465
    PC4 <= 9.177967
    PC5 > -0.5128501
    PC8 <= 0.08366414
    PC17 <= -0.9372635
    PC18 <= -1.91947
    PC23 <= 1.133794
    PC26 <= 1.461118
    PC32 > -1.390543
    PC36 <= 1.091125
    PC37 > -0.7529431
    PC38 <= 1.42913
    PC57 <= 1.492087
    PC63 > -1.066857
    PC63 <= 1.16783
    PC65 <= 0.8970562
    PC68 > -0.3763688
    PC68 <= 0.3270253
    PC70 <= 0.5325122
    PC71 <= 0.5786112
    PC97 <= 0.6158265
    ->  class 0\|3  [0.920]

Rule 8/97: (62.8/6.3, lift 9.6)
    PC3 <= 1.640775
    PC4 > -8.287465
    PC4 <= -3.906281
    PC7 > -0.7460212
    PC10 > -1.171714
    PC10 <= 5.135392
    PC18 > -1.91947
    PC18 <= -0.1703712
    PC77 <= -0.274014
    PC78 <= 0.9711549
    ->  class 0\|3  [0.887]

Rule 8/98: (11.8/1.9, lift 8.6)
    PC10 <= -1.171714
    PC18 > -1.91947
    PC18 <= -0.1703712
    PC25 <= -1.024515
    PC43 > -1.939943
    PC65 > 0.1390964
    PC78 <= 0.601634
    PC95 <= 0.6273936
    ->  class 0\|3  [0.791]

Rule 8/99: (16.3/3.4, lift 8.2)
    PC2 > 2.734492
    PC3 <= 1.640775
    PC8 > 0.08366414
    PC19 > 0.3424661
    PC24 > -4.85367
    PC62 <= 1.349605
    ->  class 0\|3  [0.758]

Rule 8/100: (11.1/2.4, lift 8.1)
    PC2 > 2.734492
    PC12 > 1.926022
    PC13 <= 7.792017
    PC18 > -0.1703712
    PC18 <= 1.22673
    ->  class 0\|3  [0.743]

Rule 8/101: (5.8/1.1, lift 8.0)
    PC13 > 7.792017
    PC18 <= 3.666845
    PC97 <= -3.135144
    ->  class 0\|3  [0.732]

Rule 8/102: (25.5/6.7, lift 7.8)
    PC2 > 2.734492
    PC3 <= 1.640775
    PC4 <= 10.39132
    PC18 > -0.1703712
    PC86 > 3.555881
    ->  class 0\|3  [0.720]

Rule 8/103: (125.2/39.4, lift 7.4)
    PC18 <= -0.1703712
    PC57 <= -2.715841
    ->  class 0\|3  [0.683]

Rule 8/104: (21.7/6.9, lift 7.2)
    PC2 > 2.734492
    PC4 > -8.287465
    PC9 <= 0.7720632
    PC10 <= -1.171714
    PC18 > -1.91947
    PC18 <= -0.1703712
    PC41 <= 0.2614727
    PC65 > 0.1390964
    PC71 > 0.1270317
    PC78 <= 0.601634
    PC95 <= 0.6273936
    ->  class 0\|3  [0.666]

Rule 8/105: (22.9/9.5, lift 6.3)
    PC2 > 2.734492
    PC3 <= 1.640775
    PC6 > 0.2039702
    PC18 <= -0.1703712
    ->  class 0\|3  [0.576]

Rule 8/106: (154.2, lift 19.0)
    PC1 > -0.4303757
    PC10 > -0.7514341
    PC16 <= -1.00508
    PC35 > 0.8053485
    PC69 <= -0.5836473
    ->  class 1\|0  [0.994]

Rule 8/107: (92.7, lift 18.9)
    PC3 > 0.1229528
    PC14 <= -1.848832
    PC16 > -1.00508
    PC97 <= 0.3905083
    ->  class 1\|0  [0.989]

Rule 8/108: (81.1, lift 18.9)
    PC1 > -0.4303757
    PC10 <= 1.023987
    PC12 > 4.27602
    ->  class 1\|0  [0.988]

Rule 8/109: (82.1/0.1, lift 18.9)
    PC1 > -0.4303757
    PC10 <= 1.023987
    PC16 <= -1.00508
    PC19 > 2.689934
    PC21 <= 0.8654527
    ->  class 1\|0  [0.987]

Rule 8/110: (276.1/3.8, lift 18.8)
    PC1 > -0.4303757
    PC2 <= 2.734492
    PC5 <= 12.1829
    PC10 <= 1.023987
    PC11 <= 1.611415
    PC16 <= -1.00508
    PC52 > -1.105513
    PC62 <= -0.2566516
    PC98 <= 0.1338221
    ->  class 1\|0  [0.983]

Rule 8/111: (144.6/2, lift 18.7)
    PC1 > 9.363908
    PC3 <= 0.1229528
    PC16 > -1.00508
    PC19 > -0.1403199
    PC68 <= 1.082112
    ->  class 1\|0  [0.979]

Rule 8/112: (25.7, lift 18.4)
    PC2 <= 2.734492
    PC10 > -0.7514341
    PC10 <= 1.023987
    PC16 <= -1.00508
    PC42 <= -2.549539
    ->  class 1\|0  [0.964]

Rule 8/113: (219.5/7.8, lift 18.4)
    PC2 > 2.734492
    PC3 > 1.640775
    PC8 > -3.532676
    PC8 <= 1.683612
    PC15 > 1.041005
    PC22 > 0.1221173
    PC47 > -0.2840592
    PC65 > -0.05166954
    PC86 <= 0.5923223
    ->  class 1\|0  [0.960]

Rule 8/114: (16.5, lift 18.1)
    PC1 > -0.4303757
    PC10 <= 1.023987
    PC11 <= 1.611415
    PC16 <= -1.00508
    PC52 > -1.105513
    PC58 <= -1.056798
    PC62 > -0.2566516
    ->  class 1\|0  [0.946]

Rule 8/115: (43.1/1.9, lift 17.9)
    PC2 <= 2.734492
    PC5 <= 12.1829
    PC16 <= -4.980546
    ->  class 1\|0  [0.936]

Rule 8/116: (12.2, lift 17.8)
    PC1 > -0.4303757
    PC2 <= -4.249653
    PC10 <= 1.023987
    PC11 <= 1.611415
    PC16 <= -1.00508
    ->  class 1\|0  [0.930]

Rule 8/117: (46.5/2.5, lift 17.7)
    PC1 > -0.4303757
    PC2 <= 2.734492
    PC5 <= 12.1829
    PC10 <= 1.023987
    PC11 <= 1.611415
    PC16 <= -1.00508
    PC85 > 0.5345613
    ->  class 1\|0  [0.928]

Rule 8/118: (13.5/0.2, lift 17.6)
    PC1 > -0.4303757
    PC2 <= 2.734492
    PC5 <= 12.1829
    PC10 <= 1.023987
    PC11 <= 1.611415
    PC16 <= -1.00508
    PC21 <= 0.8654527
    PC85 <= 0.5345613
    PC93 > 0.4379826
    ->  class 1\|0  [0.920]

Rule 8/119: (14.2/0.5, lift 17.4)
    PC2 > 2.734492
    PC3 > 1.640775
    PC8 <= 1.683612
    PC15 <= 1.041005
    PC16 <= -0.8953013
    PC19 <= 0.3643757
    PC22 > 0.1221173
    PC31 > 0.06340582
    PC86 <= 0.5923223
    ->  class 1\|0  [0.909]

Rule 8/120: (58.3/7.4, lift 16.5)
    PC1 > -0.4303757
    PC3 > 0.1229528
    PC3 <= 0.7181107
    PC10 > -0.7514341
    PC10 <= -0.3872176
    PC44 > -0.01676826
    PC65 > -0.03112295
    ->  class 1\|0  [0.861]

Rule 8/121: (127.9, lift 18.9)
    PC5 > 12.1829
    PC11 <= 1.611415
    PC16 <= -1.00508
    PC88 > -0.02629383
    ->  class 1\|1  [0.992]

Rule 8/122: (98.2/0.1, lift 18.8)
    PC1 > -0.4303757
    PC2 <= 2.734492
    PC11 <= 1.611415
    PC16 <= -1.00508
    PC19 <= 2.689934
    PC52 > -1.105513
    PC62 <= -0.2566516
    PC98 > 0.1338221
    ->  class 1\|1  [0.989]

Rule 8/123: (55.5, lift 18.7)
    PC2 > 2.734492
    PC3 > 1.640775
    PC16 <= -0.8953013
    PC22 <= 0.1221173
    ->  class 1\|1  [0.983]

Rule 8/124: (40.1, lift 18.5)
    PC2 > 2.734492
    PC3 > 1.640775
    PC16 <= -0.8953013
    PC86 > 0.5923223
    ->  class 1\|1  [0.976]

Rule 8/125: (37.8, lift 18.5)
    PC1 > -0.4303757
    PC3 > 0.1229528
    PC3 <= 0.7181107
    PC10 > -0.3872176
    PC16 > -1.00508
    PC22 <= 0.2711777
    PC44 > -0.01676826
    PC65 > -0.03112295
    ->  class 1\|1  [0.975]

Rule 8/126: (38.6, lift 18.5)
    PC2 > 2.734492
    PC3 > 1.640775
    PC16 <= -0.8953013
    PC19 > 0.3643757
    ->  class 1\|1  [0.975]

Rule 8/127: (33.8/0.2, lift 18.3)
    PC1 > -0.4303757
    PC11 > 1.611415
    PC16 <= -1.00508
    PC21 <= 0.8654527
    PC51 <= -0.06454627
    ->  class 1\|1  [0.965]

Rule 8/128: (104.2/3.2, lift 18.3)
    PC1 > -0.4303757
    PC2 <= 2.734492
    PC10 > 1.023987
    PC11 <= 1.611415
    PC16 <= -1.00508
    ->  class 1\|1  [0.961]

Rule 8/129: (23, lift 18.2)
    PC2 > 2.734492
    PC3 > 1.640775
    PC16 <= 1.26344
    PC91 <= -1.086975
    ->  class 1\|1  [0.960]

Rule 8/130: (32.1/0.4, lift 18.2)
    PC2 > 2.734492
    PC3 > 1.640775
    PC16 > -0.8953013
    PC16 <= 1.26344
    PC49 > 0.1963117
    ->  class 1\|1  [0.960]

Rule 8/131: (19.2, lift 18.1)
    PC1 > 9.363908
    PC6 <= -0.8999241
    PC10 > -0.7514341
    PC16 > -1.00508
    PC68 > 1.082112
    PC82 <= 0.5086467
    ->  class 1\|1  [0.953]

Rule 8/132: (16.1/0.1, lift 17.8)
    PC2 > 2.734492
    PC3 > 1.640775
    PC16 > -0.8953013
    PC16 <= 1.26344
    PC22 > 0.5196216
    PC38 <= 0.1419614
    ->  class 1\|1  [0.938]

Rule 8/133: (209.6/12.9, lift 17.8)
    PC2 <= 2.734492
    PC3 > 0.7181107
    PC7 <= 3.922522
    PC44 > 0.3361612
    PC46 <= 8.038785
    PC77 <= -0.1284792
    ->  class 1\|1  [0.934]

Rule 8/134: (18.6/0.4, lift 17.7)
    PC2 <= 2.734492
    PC3 > 0.7181107
    PC7 > 1.475861
    PC7 <= 3.922522
    PC14 > -1.848832
    PC21 > -0.5795528
    PC77 > -0.1284792
    ->  class 1\|1  [0.934]

Rule 8/135: (30.3/1.2, lift 17.7)
    PC2 > 2.734492
    PC3 > 1.640775
    PC16 <= 1.26344
    PC38 > 0.1419614
    PC49 <= 0.1963117
    ->  class 1\|1  [0.932]

Rule 8/136: (27/1, lift 17.7)
    PC3 > 1.640775
    PC8 <= 1.683612
    PC16 <= -0.8953013
    PC22 > 0.1221173
    PC47 <= -0.2840592
    ->  class 1\|1  [0.930]

Rule 8/137: (48.4/2.8, lift 17.6)
    PC1 > 9.363908
    PC6 <= -0.8999241
    PC10 > -0.7514341
    PC16 > -1.00508
    PC19 <= -0.1403199
    PC82 <= 0.5086467
    ->  class 1\|1  [0.926]

Rule 8/138: (45.9/2.7, lift 17.5)
    PC2 > 1.132334
    PC2 <= 2.734492
    PC10 > -0.7514341
    PC14 > -1.848832
    PC45 <= -0.4910658
    PC77 > -0.1284792
    ->  class 1\|1  [0.923]

Rule 8/139: (81.9/5.5, lift 17.5)
    PC2 > 2.734492
    PC3 > 1.640775
    PC15 > 1.041005
    PC16 <= -0.8953013
    PC65 <= -0.05166954
    ->  class 1\|1  [0.923]

Rule 8/140: (53.6/3.7, lift 17.4)
    PC2 > 2.734492
    PC8 > 1.683612
    PC22 > 0.1221173
    ->  class 1\|1  [0.915]

Rule 8/141: (71.5/6, lift 17.2)
    PC2 > 2.734492
    PC8 <= -3.532676
    PC16 <= -0.8953013
    ->  class 1\|1  [0.905]

Rule 8/142: (296.2/31, lift 17.0)
    PC1 > -0.4303757
    PC2 > -4.249653
    PC2 <= 2.734492
    PC5 <= 12.1829
    PC11 <= 1.611415
    PC12 <= 4.27602
    PC16 > -4.980546
    PC16 <= -1.00508
    PC19 <= 2.689934
    PC21 <= 0.8654527
    PC42 > -2.549539
    PC58 > -1.056798
    PC62 > -0.2566516
    PC69 > -0.5836473
    PC85 <= 0.5345613
    PC93 <= 0.4379826
    ->  class 1\|1  [0.893]

Rule 8/143: (6.8, lift 16.8)
    PC2 > 2.734492
    PC3 > 1.640775
    PC16 <= 1.26344
    PC93 <= -0.9696231
    ->  class 1\|1  [0.886]

Rule 8/144: (102.8/16.7, lift 15.8)
    PC2 > 2.734492
    PC3 > 1.640775
    PC15 <= 1.041005
    PC16 <= -0.8953013
    PC31 <= 0.06340582
    ->  class 1\|1  [0.831]

Rule 8/145: (12.3/3.2, lift 13.5)
    PC3 > 0.1229528
    PC16 > -1.00508
    PC34 <= -0.9805959
    PC44 <= 0.3361612
    PC77 <= -0.1284792
    PC79 <= 0.4717349
    ->  class 1\|1  [0.709]

Rule 8/146: (5.8/2, lift 11.7)
    PC6 > 10.94218
    PC16 > -1.00508
    PC77 <= -0.1284792
    ->  class 1\|1  [0.618]

Rule 8/147: (6.9/2.5, lift 11.6)
    PC1 > -0.4303757
    PC2 <= -2.304361
    PC9 > -3.774231
    PC10 <= -0.7514341
    ->  class 1\|1  [0.611]

Rule 8/148: (16.1/7.4, lift 10.2)
    PC1 > -0.4303757
    PC3 > 0.1229528
    PC14 <= -1.848832
    PC16 > -1.00508
    PC97 > 0.3905083
    ->  class 1\|1  [0.538]

Rule 8/149: (251.5/169.1, lift 6.3)
    PC2 <= 2.734492
    PC8 > -0.5367944
    PC8 <= 1.639229
    PC22 > -0.8688946
    PC43 > 0.4600354
    PC44 <= 0.481405
    ->  class 1\|1  [0.329]

Rule 8/150: (125.6, lift 13.5)
    PC1 > -0.4303757
    PC2 <= 2.734492
    PC7 > 1.475861
    PC16 > -1.00508
    PC21 <= -0.5795528
    PC77 > -0.1284792
    ->  class 1\|2  [0.992]

Rule 8/151: (100.7, lift 13.5)
    PC2 <= -2.304361
    PC10 <= -0.7514341
    PC19 <= -1.342918
    PC63 <= 0.4744646
    PC80 > -1.864664
    ->  class 1\|2  [0.990]

Rule 8/152: (78.6/0.1, lift 13.4)
    PC1 > -0.4303757
    PC10 > -0.7514341
    PC11 > 1.611415
    PC16 <= -1.00508
    PC21 <= 0.8654527
    PC51 > -0.06454627
    ->  class 1\|2  [0.986]

Rule 8/153: (157.2/2.8, lift 13.3)
    PC2 > 3.602504
    PC3 > 1.640775
    PC16 > 1.26344
    ->  class 1\|2  [0.976]

Rule 8/154: (31.2, lift 13.2)
    PC3 > 0.1229528
    PC10 > -0.7514341
    PC21 <= -0.1615295
    PC30 > 0.9708997
    PC77 > -0.1284792
    PC100 > -0.009884551
    ->  class 1\|2  [0.970]

Rule 8/155: (39.1/0.4, lift 13.2)
    PC2 <= 2.734492
    PC3 > 0.1229528
    PC16 > -1.00508
    PC30 <= -0.6795839
    PC45 > -0.4910658
    PC77 > -0.1284792
    ->  class 1\|2  [0.967]

Rule 8/156: (44.9/0.6, lift 13.2)
    PC2 > 2.734492
    PC3 > 1.640775
    PC16 > 1.26344
    PC99 > 0.7722355
    ->  class 1\|2  [0.966]

Rule 8/157: (21.2, lift 13.0)
    PC1 > -0.4303757
    PC2 <= 2.734492
    PC16 <= -1.00508
    PC52 <= -1.105513
    ->  class 1\|2  [0.957]

Rule 8/158: (22.3/0.2, lift 12.9)
    PC1 > -0.4303757
    PC10 > -0.7514341
    PC16 > -1.00508
    PC100 > -0.009884551
    PC100 <= 0.003668455
    ->  class 1\|2  [0.949]

Rule 8/159: (243.4/15.2, lift 12.7)
    PC2 <= 2.734492
    PC3 > 0.1229528
    PC11 <= 2.010254
    PC14 > -1.848832
    PC14 <= 0.6427611
    PC16 > -1.00508
    PC21 <= -0.1615295
    PC100 > 0.351689
    ->  class 1\|2  [0.934]

Rule 8/160: (26.2/1.1, lift 12.6)
    PC5 > 12.1829
    PC88 <= -0.02629383
    ->  class 1\|2  [0.927]

Rule 8/161: (3063.4/1822.4, lift 5.5)
    PC1 > -0.4303757
    PC10 > -0.7514341
    PC16 > -1.00508
    ->  class 1\|2  [0.405]

Rule 8/162: (1204.2/930.8, lift 3.1)
    PC1 > -0.4303757
    PC2 > -2.304361
    PC2 <= 2.734492
    PC96 <= -0.01018119
    ->  class 1\|2  [0.227]

Rule 8/163: (267.5, lift 15.0)
    PC1 > -0.4303757
    PC2 <= 2.734492
    PC3 > 0.7181107
    PC14 > 0.6427611
    PC16 > -1.00508
    PC45 > -0.4910658
    PC53 <= 1.239702
    PC61 <= 0.7707137
    PC77 > -0.1284792
    ->  class 1\|3  [0.996]

Rule 8/164: (140.4, lift 14.9)
    PC2 <= 2.734492
    PC3 > 0.7181107
    PC7 <= 1.475861
    PC30 > -0.6795839
    PC30 <= 0.9708997
    PC35 > -0.1655052
    PC44 > -0.3832438
    PC45 > -0.4910658
    PC57 <= 0.538439
    PC61 <= 0.6288024
    PC77 > -0.1284792
    PC100 > -0.009884551
    PC100 <= 0.351689
    ->  class 1\|3  [0.993]

Rule 8/165: (92.1, lift 14.9)
    PC2 <= 2.734492
    PC3 > 0.1229528
    PC7 > 3.922522
    PC16 > -1.00508
    ->  class 1\|3  [0.989]

Rule 8/166: (257/2.8, lift 14.8)
    PC1 > -0.4303757
    PC3 > 0.7181107
    PC3 <= 6.514143
    PC7 <= 1.475861
    PC11 <= 2.010254
    PC16 > -1.00508
    PC30 > -0.6795839
    PC45 > -0.4910658
    PC53 <= 1.239702
    PC55 <= 0.6848055
    PC61 <= 0.7707137
    PC77 > -0.1284792
    PC96 <= 1.186227
    PC100 <= -0.009884551
    ->  class 1\|3  [0.985]

Rule 8/167: (64.8, lift 14.8)
    PC2 > 2.734492
    PC2 <= 3.602504
    PC16 > 1.26344
    PC38 > 0.2102903
    PC99 <= 0.7722355
    ->  class 1\|3  [0.985]

Rule 8/168: (55.9, lift 14.8)
    PC1 > -0.4303757
    PC3 > 0.1229528
    PC3 <= 0.7181107
    PC16 > -1.00508
    PC44 <= -0.01676826
    PC62 <= -0.07799333
    PC97 > -0.5445233
    ->  class 1\|3  [0.983]

Rule 8/169: (37.9/0.2, lift 14.6)
    PC2 > -2.304361
    PC10 <= -0.7514341
    PC11 > 2.900856
    PC96 > -0.01018119
    ->  class 1\|3  [0.969]

Rule 8/170: (8.5, lift 13.6)
    PC1 > -0.4303757
    PC2 <= 2.734492
    PC11 <= 1.611415
    PC16 <= -1.00508
    PC35 <= 0.8053485
    PC52 > -1.105513
    PC69 <= -0.5836473
    ->  class 1\|3  [0.905]

Rule 8/171: (8.3, lift 13.6)
    PC2 <= 2.734492
    PC46 > 8.038785
    ->  class 1\|3  [0.903]

Rule 8/172: (47.7/4.2, lift 13.5)
    PC2 > 2.734492
    PC2 <= 3.602504
    PC3 > 1.640775
    PC16 > 1.26344
    PC80 <= -0.151564
    ->  class 1\|3  [0.895]

Rule 8/173: (22.1/1.5, lift 13.5)
    PC1 > -0.4303757
    PC2 <= 2.734492
    PC3 > 0.1229528
    PC44 <= 0.3361612
    PC77 <= -0.1284792
    PC79 > 0.4717349
    ->  class 1\|3  [0.894]

Rule 8/174: (244.1/25.6, lift 13.4)
    PC2 <= 2.734492
    PC3 > 0.7181107
    PC6 <= 3.703398
    PC14 <= 0.6427611
    PC16 > -1.00508
    PC21 > -0.1615295
    PC30 > -0.6795839
    PC45 > -0.4910658
    PC55 <= 0.6848055
    PC77 > -0.1284792
    ->  class 1\|3  [0.892]

Rule 8/175: (30.3/5.4, lift 12.1)
    PC3 > 0.7181107
    PC16 > -1.00508
    PC21 > 0.4754277
    PC77 <= -0.1284792
    ->  class 1\|3  [0.803]

Rule 8/176: (37/24.1, lift 5.4)
    PC1 > -0.4303757
    PC10 > -0.7514341
    PC16 <= -1.00508
    PC21 > 0.8654527
    ->  class 1\|3  [0.357]

Rule 8/177: (78.3, lift 13.3)
    PC2 > -0.4418318
    PC7 > 0.3556532
    PC8 > 1.639229
    PC96 > -0.3468434
    ->  class 2\|0  [0.988]

Rule 8/178: (355.7/7.7, lift 13.1)
    PC7 > 0.3556532
    PC12 > -0.8593607
    PC20 <= 0.1360279
    PC21 > 1.620908
    PC39 <= 0.7295638
    PC50 > -0.7333088
    PC56 <= 0.5350927
    ->  class 2\|0  [0.976]

Rule 8/179: (52.2/1.4, lift 12.8)
    PC1 > -0.4303757
    PC1 <= 9.363908
    PC3 <= 0.1229528
    PC8 > 0.5831117
    PC19 <= -0.922387
    ->  class 2\|0  [0.955]

Rule 8/180: (35.2/2.2, lift 12.3)
    PC1 <= -0.4303757
    PC2 <= 2.734492
    PC8 > -0.5367944
    PC8 <= 1.639229
    PC15 <= -1.36082
    PC22 > -0.8688946
    PC83 > 0.3978699
    ->  class 2\|0  [0.913]

Rule 8/181: (51.2/13.8, lift 9.7)
    PC1 <= -0.4303757
    PC2 <= 2.734492
    PC8 > -0.5367944
    PC8 <= 1.639229
    PC15 > -1.36082
    PC22 > -0.8688946
    PC44 > 0.481405
    PC70 <= 0.3319354
    PC83 <= -0.4468544
    PC85 > -1.486781
    ->  class 2\|0  [0.722]

Rule 8/182: (1819.9/854.5, lift 7.1)
    PC1 <= -0.4303757
    PC8 > 1.639229
    PC20 <= 0.1360279
    PC25 <= 0.4634401
    ->  class 2\|0  [0.530]

Rule 8/183: (825.3/460.6, lift 5.9)
    PC2 > -2.304361
    PC2 <= 2.734492
    PC10 <= -0.7514341
    PC76 > -0.1787935
    PC82 > -0.3701884
    PC96 > -0.01018119
    ->  class 2\|0  [0.442]

Rule 8/184: (106.1, lift 9.7)
    PC1 <= -0.4303757
    PC8 > 1.639229
    PC20 <= 0.1360279
    PC56 > 0.5350927
    ->  class 2\|1  [0.991]

Rule 8/185: (86.5, lift 9.6)
    PC1 <= -0.4303757
    PC2 <= 2.734492
    PC8 > -0.5367944
    PC22 > -0.8688946
    PC42 <= -0.6161977
    PC44 <= 0.481405
    PC58 > -0.9533709
    PC82 <= 0.155248
    ->  class 2\|1  [0.989]

Rule 8/186: (97.9/0.2, lift 9.6)
    PC7 > 0.3556532
    PC8 > 1.639229
    PC20 <= 0.1360279
    PC25 <= 0.4634401
    PC42 <= -0.5021701
    PC64 > -0.4392778
    ->  class 2\|1  [0.988]

Rule 8/187: (75.9, lift 9.6)
    PC1 <= -0.4303757
    PC8 > 1.639229
    PC84 <= -0.6812552
    ->  class 2\|1  [0.987]

Rule 8/188: (75.3/0.1, lift 9.6)
    PC2 <= 2.734492
    PC8 > -0.5367944
    PC22 > -0.8688946
    PC40 <= 0.6287518
    PC41 > 2.36823
    PC73 <= 0.6616986
    PC85 > -1.486781
    ->  class 2\|1  [0.986]

Rule 8/189: (167.4/1.7, lift 9.6)
    PC1 <= -0.4303757
    PC8 > 1.639229
    PC8 <= 5.358499
    PC12 > -0.8593607
    PC21 <= 1.620908
    PC33 <= 0.4518875
    PC42 > -0.5021701
    PC56 > 0.01780599
    PC94 > -0.3641546
    ->  class 2\|1  [0.984]

Rule 8/190: (89.4/0.6, lift 9.6)
    PC7 > 0.3556532
    PC8 > 1.639229
    PC39 > 0.7295638
    ->  class 2\|1  [0.983]

Rule 8/191: (360.1/5.8, lift 9.6)
    PC1 <= -0.4303757
    PC2 <= -0.4418318
    PC8 > 1.639229
    PC8 <= 5.900245
    PC12 <= -0.8593607
    PC15 > -2.069242
    PC20 <= 0.1360279
    PC53 <= 1.344609
    PC68 <= 0.9443578
    ->  class 2\|1  [0.981]

Rule 8/192: (89.4/0.9, lift 9.5)
    PC7 > 0.3556532
    PC8 > 1.639229
    PC20 <= 0.1360279
    PC21 <= -0.008515479
    PC70 > -0.00582284
    ->  class 2\|1  [0.980]

Rule 8/193: (53.7/0.1, lift 9.5)
    PC1 <= -0.4303757
    PC2 <= 2.734492
    PC8 > -0.5367944
    PC8 <= 1.639229
    PC15 <= -1.36082
    PC22 > -0.8688946
    PC83 <= 0.3978699
    ->  class 2\|1  [0.980]

Rule 8/194: (45.1, lift 9.5)
    PC1 <= -0.4303757
    PC2 <= 2.734492
    PC8 > -4.166611
    PC12 > 2.574274
    PC76 <= -1.147777
    ->  class 2\|1  [0.979]

Rule 8/195: (44.8/0.1, lift 9.5)
    PC1 <= -0.4303757
    PC2 <= 2.734492
    PC8 > -0.5367944
    PC8 <= 1.639229
    PC22 > -0.8688946
    PC38 > -0.128011
    PC43 <= 0.4600354
    PC44 <= 0.481405
    PC66 <= -0.2356333
    PC73 <= 0.6616986
    PC85 > -1.486781
    ->  class 2\|1  [0.976]

Rule 8/196: (108.9/1.7, lift 9.5)
    PC1 <= -0.4303757
    PC7 > 0.3556532
    PC11 <= -0.3663839
    PC12 > -0.8593607
    PC20 <= 0.1360279
    PC21 <= 1.620908
    PC50 > -0.7333088
    PC56 <= 0.5350927
    PC96 > -0.3468434
    ->  class 2\|1  [0.976]

Rule 8/197: (82.9/1.3, lift 9.5)
    PC1 <= -0.4303757
    PC2 <= 2.734492
    PC8 > -0.2163479
    PC8 <= 1.639229
    PC15 > -1.36082
    PC22 > -0.8688946
    PC40 <= 0.6287518
    PC44 <= 0.481405
    PC73 <= 0.6616986
    PC89 <= -0.3718616
    ->  class 2\|1  [0.973]

Rule 8/198: (32.3, lift 9.5)
    PC1 <= -0.4303757
    PC8 > 1.639229
    PC20 <= 0.1360279
    PC59 <= 0.3161534
    PC60 <= -0.6532395
    ->  class 2\|1  [0.971]

Rule 8/199: (84.6/1.5, lift 9.5)
    PC1 <= -0.4303757
    PC7 > 0.3556532
    PC8 > 1.639229
    PC12 > -0.8593607
    PC20 <= 0.1360279
    PC45 > -0.2370766
    PC59 > 0.3161534
    ->  class 2\|1  [0.971]

Rule 8/200: (264/7.8, lift 9.4)
    PC1 <= -0.4303757
    PC8 > 1.639229
    PC15 <= 2.174776
    PC20 > 0.1360279
    PC40 > -1.759775
    PC41 > -0.5107478
    ->  class 2\|1  [0.967]

Rule 8/201: (57.8/1.1, lift 9.4)
    PC1 <= -0.4303757
    PC2 <= 2.734492
    PC8 > -0.5367944
    PC8 <= 1.639229
    PC22 > -0.8688946
    PC38 <= -0.128011
    PC40 <= 0.6287518
    PC44 <= 0.481405
    PC71 <= 0.1153366
    PC73 > -0.4440619
    PC73 <= 0.3493575
    ->  class 2\|1  [0.965]

Rule 8/202: (64.1/1.5, lift 9.4)
    PC1 <= -0.4303757
    PC2 <= 2.734492
    PC6 <= -0.9497618
    PC8 > -0.5367944
    PC8 <= 1.639229
    PC17 <= 0.283858
    PC44 > 0.481405
    PC70 <= 0.3319354
    PC83 > -0.4468544
    ->  class 2\|1  [0.963]

Rule 8/203: (31.4/0.2, lift 9.4)
    PC1 <= -0.4303757
    PC2 <= 2.734492
    PC4 <= -0.4850174
    PC8 <= 1.639229
    ->  class 2\|1  [0.963]

Rule 8/204: (171.1/7.4, lift 9.3)
    PC1 <= -0.4303757
    PC2 <= 2.734492
    PC8 > -0.5367944
    PC8 <= 1.639229
    PC15 > -1.36082
    PC22 > -0.8688946
    PC40 <= 0.6287518
    PC43 <= 0.4600354
    PC44 <= 0.481405
    PC58 > -0.9533709
    PC71 > 0.1153366
    PC73 <= 0.6616986
    PC85 > -1.486781
    ->  class 2\|1  [0.952]

Rule 8/205: (72.2/2.7, lift 9.3)
    PC1 <= -0.4303757
    PC2 <= 2.734492
    PC7 > 0.3556532
    PC8 > -0.5367944
    PC12 > -0.8593607
    PC20 <= 0.1360279
    PC25 <= 0.2656879
    PC34 > 0.4196765
    PC70 > -0.00582284
    PC76 > -0.1868005
    ->  class 2\|1  [0.950]

Rule 8/206: (36.3/1.1, lift 9.2)
    PC1 <= -0.4303757
    PC2 <= 2.734492
    PC8 > -0.2163479
    PC8 <= 1.639229
    PC22 > -0.8688946
    PC38 > -0.128011
    PC82 > 0.155248
    PC82 <= 0.2779804
    ->  class 2\|1  [0.945]

Rule 8/207: (43.4/1.8, lift 9.1)
    PC1 <= -0.4303757
    PC8 > 1.639229
    PC25 > 0.2656879
    PC25 <= 0.4634401
    ->  class 2\|1  [0.938]

Rule 8/208: (13.7, lift 9.1)
    PC1 > -0.4303757
    PC2 <= 2.734492
    PC3 > 0.1229528
    PC3 <= 0.7181107
    PC16 > -1.00508
    PC44 > -0.01676826
    PC65 <= -0.03112295
    ->  class 2\|1  [0.937]

Rule 8/209: (13.6/0.1, lift 9.0)
    PC1 <= -0.4303757
    PC8 > -0.5367944
    PC19 <= -2.418837
    PC22 <= -0.8688946
    PC82 > -0.2219698
    ->  class 2\|1  [0.928]

Rule 8/210: (11.4, lift 9.0)
    PC1 <= -0.4303757
    PC2 <= 2.734492
    PC8 > -0.5367944
    PC8 <= 1.639229
    PC22 <= -0.8688946
    PC32 > 1.059218
    PC82 > -0.2219698
    ->  class 2\|1  [0.925]

Rule 8/211: (11.2, lift 9.0)
    PC1 > 9.363908
    PC3 <= 0.1229528
    PC10 > -0.7514341
    PC16 > -1.00508
    PC82 > 0.5086467
    ->  class 2\|1  [0.924]

Rule 8/212: (111.1/7.8, lift 9.0)
    PC1 <= -0.4303757
    PC8 > 1.639229
    PC20 <= 0.1360279
    PC25 <= 0.4634401
    PC46 > 1.417094
    ->  class 2\|1  [0.923]

Rule 8/213: (98.5/7.5, lift 8.9)
    PC1 <= -0.4303757
    PC2 <= 2.734492
    PC8 > -0.5367944
    PC8 <= 1.639229
    PC10 <= 0.1667886
    PC13 <= 0.494326
    PC22 <= -0.8688946
    PC30 <= 0.004369669
    PC42 > -0.3234877
    PC50 > -0.6497183
    PC55 <= 0.960422
    PC63 <= 0.4163549
    PC82 > -0.2219698
    PC95 <= 0.1868681
    ->  class 2\|1  [0.916]

Rule 8/214: (44.6/2.9, lift 8.9)
    PC1 <= -0.4303757
    PC2 <= 2.734492
    PC8 > -0.5367944
    PC10 > 0.1667886
    PC59 > 0.6738303
    ->  class 2\|1  [0.915]

Rule 8/215: (295.7/25.9, lift 8.9)
    PC1 <= -0.4303757
    PC8 > 1.639229
    PC20 > 0.1360279
    PC53 <= 0.8392502
    ->  class 2\|1  [0.910]

Rule 8/216: (9, lift 8.9)
    PC1 <= -0.4303757
    PC2 <= 2.734492
    PC8 > -0.5367944
    PC22 <= -0.8688946
    PC45 > 0.3833095
    ->  class 2\|1  [0.909]

Rule 8/217: (52.8/5.1, lift 8.6)
    PC1 <= -0.4303757
    PC2 <= 2.734492
    PC8 > -0.5367944
    PC8 <= 1.639229
    PC58 <= -0.9533709
    PC61 <= 1.063348
    ->  class 2\|1  [0.888]

Rule 8/218: (35.5/3.4, lift 8.6)
    PC1 <= -0.4303757
    PC2 <= 2.734492
    PC8 > -0.5367944
    PC10 > 0.1667886
    PC29 <= 0.02386278
    PC80 <= 0.003011821
    PC82 > -0.2219698
    ->  class 2\|1  [0.883]

Rule 8/219: (5.6, lift 8.5)
    PC1 <= -0.4303757
    PC8 > -0.5367944
    PC21 <= 1.620908
    PC70 > -0.00582284
    PC70 <= -0.005671355
    ->  class 2\|1  [0.868]

Rule 8/220: (128.3/17.6, lift 8.3)
    PC1 <= -0.4303757
    PC2 <= 2.734492
    PC8 > -0.2163479
    PC8 <= 1.639229
    PC22 > -0.8688946
    PC38 > 0.4660877
    PC66 > -0.2356333
    PC71 <= 0.1153366
    PC73 <= 0.6616986
    PC82 <= 0.2779804
    ->  class 2\|1  [0.857]

Rule 8/221: (49.4/6.8, lift 8.3)
    PC1 > -0.4303757
    PC1 <= 9.363908
    PC3 <= 0.1229528
    PC8 > 0.5831117
    PC16 > -1.00508
    PC19 > -0.922387
    ->  class 2\|1  [0.848]

Rule 8/222: (17.5/2.5, lift 8.0)
    PC1 > -0.4303757
    PC1 <= 9.363908
    PC3 <= 0.1229528
    PC8 <= 0.5831117
    PC10 > -0.7514341
    PC16 > -1.00508
    PC43 > 0.9643555
    ->  class 2\|1  [0.820]

Rule 8/223: (116.8/24, lift 7.7)
    PC1 <= -0.4303757
    PC2 <= 2.734492
    PC8 > -0.5367944
    PC22 <= -0.8688946
    PC32 <= 1.059218
    PC80 <= 0.003011821
    PC82 > -0.2219698
    PC84 > 0.1490092
    ->  class 2\|1  [0.790]

Rule 8/224: (29.5/6.2, lift 7.5)
    PC1 <= -0.4303757
    PC7 <= 0.3556532
    PC8 > 1.639229
    PC20 <= 0.1360279
    ->  class 2\|1  [0.772]

Rule 8/225: (37.8/16.9, lift 5.4)
    PC1 <= -0.4303757
    PC2 <= 2.734492
    PC8 > -2.535652
    PC8 <= -0.5367944
    PC33 <= -0.4276021
    PC45 <= -0.06473128
    ->  class 2\|1  [0.550]

Rule 8/226: (93.2, lift 10.6)
    PC1 <= -0.4303757
    PC2 <= 2.734492
    PC4 > -0.4850174
    PC8 > -0.5367944
    PC8 <= 1.639229
    PC22 <= -0.8688946
    PC29 > 0.02386278
    PC45 <= 0.3833095
    PC80 <= 0.003011821
    PC82 > -0.2219698
    PC84 <= 0.1490092
    ->  class 2\|2  [0.989]

Rule 8/227: (122.6/0.5, lift 10.6)
    PC1 <= -0.4303757
    PC2 <= 2.734492
    PC8 > -2.535652
    PC8 <= -0.5367944
    PC15 <= 3.946699
    PC19 > -3.372376
    PC25 <= 0.3064981
    PC27 <= 0.4668812
    PC31 <= 1.186685
    PC32 > -1.866445
    PC38 > -0.6561005
    PC53 > -0.7760714
    PC57 <= 0.2493399
    PC93 > 0.5455253
    ->  class 2\|2  [0.988]

Rule 8/228: (98.8/0.4, lift 10.5)
    PC1 <= -0.4303757
    PC8 > -2.535652
    PC8 <= -0.5367944
    PC11 > 2.010254
    PC15 <= 3.946699
    PC25 <= 0.3064981
    PC38 > -0.6561005
    PC57 <= 0.2493399
    ->  class 2\|2  [0.987]

Rule 8/229: (66.4/0.1, lift 10.5)
    PC1 <= -0.4303757
    PC2 <= 2.734492
    PC8 > -0.5367944
    PC8 <= 1.639229
    PC22 <= -0.8688946
    PC82 > -0.2219698
    PC95 > 0.1868681
    ->  class 2\|2  [0.984]

Rule 8/230: (41.1, lift 10.4)
    PC1 <= -0.4303757
    PC2 <= 2.734492
    PC8 > -0.5367944
    PC8 <= 1.639229
    PC22 <= -0.8688946
    PC50 <= -0.6497183
    PC82 > -0.2219698
    ->  class 2\|2  [0.977]

Rule 8/231: (332.1/6.6, lift 10.4)
    PC1 <= -0.4303757
    PC2 <= 2.734492
    PC8 > -0.5367944
    PC8 <= 1.639229
    PC10 > 0.1667886
    PC19 > -2.418837
    PC22 <= -0.8688946
    PC32 <= 1.059218
    PC59 <= 0.6738303
    PC80 > 0.003011821
    PC82 > -0.2219698
    ->  class 2\|2  [0.977]

Rule 8/232: (184/3.7, lift 10.4)
    PC1 <= -0.4303757
    PC8 > -2.535652
    PC8 <= -0.5367944
    PC13 <= 0.4400509
    PC25 > -0.2426115
    PC25 <= 0.3064981
    PC27 <= 0.4668812
    PC32 > -1.866445
    PC53 > -0.7760714
    PC57 <= 0.2493399
    PC63 > 0.09781586
    PC76 > -1.147777
    PC76 <= 0.4889868
    ->  class 2\|2  [0.975]

Rule 8/233: (35.4, lift 10.4)
    PC1 <= -0.4303757
    PC2 <= 2.734492
    PC8 > -0.5367944
    PC8 <= -0.2163479
    PC22 > -0.8688946
    PC44 <= 0.481405
    PC58 > -0.9533709
    PC71 <= 0.1153366
    PC73 <= 0.6616986
    ->  class 2\|2  [0.973]

Rule 8/234: (81.5/1.3, lift 10.4)
    PC1 <= -0.4303757
    PC2 <= 2.734492
    PC8 > -0.5367944
    PC8 <= 1.639229
    PC13 <= 0.494326
    PC22 <= -0.8688946
    PC63 > 0.4163549
    ->  class 2\|2  [0.972]

Rule 8/235: (122.8/2.5, lift 10.4)
    PC1 <= -0.4303757
    PC2 <= 2.734492
    PC8 > -2.535652
    PC8 <= -0.5367944
    PC18 > -1.44089
    PC33 <= -0.4276021
    PC45 > -0.06473128
    PC76 > -1.147777
    PC98 > -4.149314
    ->  class 2\|2  [0.972]

Rule 8/236: (31.4, lift 10.4)
    PC1 <= -0.4303757
    PC2 <= 2.734492
    PC8 > -0.5367944
    PC8 <= 1.639229
    PC10 <= 0.1667886
    PC22 <= -0.8688946
    PC42 <= -0.3234877
    ->  class 2\|2  [0.970]

Rule 8/237: (66/1, lift 10.4)
    PC1 > -0.4303757
    PC1 <= 9.363908
    PC2 <= -0.6393787
    PC3 <= 0.1229528
    PC8 <= 0.5831117
    PC10 > -0.7514341
    PC16 > -1.00508
    PC38 <= 0.3284798
    PC43 <= 0.9643555
    PC47 <= -0.02200633
    PC83 <= -0.04257414
    ->  class 2\|2  [0.970]

Rule 8/238: (37.4/0.2, lift 10.3)
    PC1 <= -0.4303757
    PC2 <= 2.734492
    PC8 > -0.5367944
    PC8 <= 1.639229
    PC22 <= -0.8688946
    PC27 <= 0.4037721
    PC82 <= -0.2219698
    ->  class 2\|2  [0.969]

Rule 8/239: (27.8, lift 10.3)
    PC1 <= -0.4303757
    PC2 <= 2.734492
    PC8 > -0.5367944
    PC8 <= 1.639229
    PC10 <= 0.1667886
    PC22 <= -0.8688946
    PC30 > 0.004369669
    ->  class 2\|2  [0.966]

Rule 8/240: (27.5, lift 10.3)
    PC1 <= -0.4303757
    PC2 <= 2.734492
    PC8 > -0.5367944
    PC8 <= 1.639229
    PC22 <= -0.8688946
    PC55 > 0.960422
    ->  class 2\|2  [0.966]

Rule 8/241: (22.5, lift 10.2)
    PC1 <= -0.4303757
    PC2 <= 2.734492
    PC8 > -0.5367944
    PC8 <= 1.639229
    PC13 > 0.494326
    PC22 <= -0.8688946
    PC82 > -0.2219698
    ->  class 2\|2  [0.959]

Rule 8/242: (25.9/0.4, lift 10.2)
    PC1 <= -0.4303757
    PC8 > -2.535652
    PC8 <= -0.5367944
    PC15 <= 3.946699
    PC19 > 2.590322
    PC44 > -0.6688879
    PC49 <= -0.09052286
    PC57 > 0.2493399
    PC58 > -1.082893
    ->  class 2\|2  [0.951]

Rule 8/243: (20.9/0.1, lift 10.2)
    PC1 <= -0.4303757
    PC2 <= 2.734492
    PC8 > -2.535652
    PC8 <= -0.5367944
    PC14 > -0.460202
    PC29 > 0.2790949
    PC49 <= 0.1765816
    ->  class 2\|2  [0.951]

Rule 8/244: (300.4/17.6, lift 10.0)
    PC1 <= -0.4303757
    PC8 > -2.183478
    PC8 <= -0.5367944
    PC13 <= 0.4400509
    PC15 > -0.9355751
    PC15 <= 3.946699
    PC19 > -3.372376
    PC25 <= 0.3064981
    PC27 <= 0.4668812
    PC31 <= 1.186685
    PC32 > -1.866445
    PC38 > -0.6561005
    PC52 <= 0.1631387
    PC53 > -0.7760714
    PC55 > -0.7392192
    PC57 <= 0.2493399
    PC76 <= 0.4889868
    ->  class 2\|2  [0.938]

Rule 8/245: (29/1.1, lift 9.9)
    PC1 <= -0.4303757
    PC2 <= 2.734492
    PC8 > -0.5367944
    PC8 <= 1.639229
    PC22 > -0.8688946
    PC38 > -0.128011
    PC44 <= 0.481405
    PC66 > -0.2356333
    PC71 <= 0.1153366
    PC82 > 0.2779804
    ->  class 2\|2  [0.931]

Rule 8/246: (32.6/1.4, lift 9.9)
    PC1 <= -0.4303757
    PC8 > 1.639229
    PC20 > 0.1360279
    PC41 <= -0.5107478
    PC53 > 0.8392502
    ->  class 2\|2  [0.930]

Rule 8/247: (35.1/1.7, lift 9.9)
    PC1 <= -0.4303757
    PC2 <= 2.734492
    PC20 > 0.1360279
    PC40 <= -1.759775
    ->  class 2\|2  [0.928]

Rule 8/248: (99.9/6.5, lift 9.9)
    PC1 <= -0.4303757
    PC2 <= 2.734492
    PC8 > -2.535652
    PC8 <= -0.5367944
    PC10 > 1.010605
    PC15 <= 3.946699
    PC32 > -1.866445
    PC58 > -1.082893
    ->  class 2\|2  [0.927]

Rule 8/249: (15.9/0.7, lift 9.7)
    PC1 <= -0.4303757
    PC8 <= -2.535652
    PC22 > -0.7107669
    PC40 <= -0.6203971
    PC44 <= 0.9164336
    PC46 <= 0.4365204
    PC75 > 0.08424755
    ->  class 2\|2  [0.905]

Rule 8/250: (21.9/1.9, lift 9.4)
    PC1 <= -0.4303757
    PC2 <= 2.734492
    PC8 <= -0.5367944
    PC24 > 0.8585936
    PC44 <= 0.9164336
    PC46 <= 0.4365204
    PC75 > 0.08424755
    ->  class 2\|2  [0.881]

Rule 8/251: (32/3.3, lift 9.3)
    PC1 <= -0.4303757
    PC2 <= 2.734492
    PC6 <= -0.3099767
    PC8 <= -0.5367944
    PC12 <= 2.574274
    PC76 <= -1.147777
    ->  class 2\|2  [0.875]

Rule 8/252: (129.2/17.1, lift 9.2)
    PC1 <= -0.4303757
    PC8 > -2.535652
    PC19 > 1.8862
    PC29 <= 0.2790949
    PC32 <= -1.866445
    PC33 > -0.4276021
    PC76 > -1.147777
    ->  class 2\|2  [0.862]

Rule 8/253: (28.5/3.9, lift 9.0)
    PC1 <= -0.4303757
    PC8 <= -2.535652
    PC28 > -0.3896254
    PC46 > 0.4365204
    PC64 > 0.1513361
    PC76 > -1.147777
    ->  class 2\|2  [0.839]

Rule 8/254: (123.9/19.4, lift 9.0)
    PC1 <= -0.4303757
    PC2 <= 2.734492
    PC8 > -0.5367944
    PC8 <= 1.639229
    PC22 > -0.8688946
    PC38 > -0.128011
    PC38 <= 0.4660877
    PC41 <= 2.36823
    PC42 > -0.6161977
    PC44 <= 0.481405
    PC67 <= 0.8468781
    PC71 <= 0.1153366
    PC73 <= 0.6616986
    PC82 <= 0.155248
    PC89 > -0.3718616
    ->  class 2\|2  [0.838]

Rule 8/255: (15.4/2, lift 8.9)
    PC1 <= -0.4303757
    PC2 <= 2.734492
    PC8 <= -0.5367944
    PC20 > 0.8266267
    ->  class 2\|2  [0.829]

Rule 8/256: (16.3/2.4, lift 8.7)
    PC1 <= -0.4303757
    PC3 > -0.9818353
    PC8 > -2.535652
    PC8 <= -0.5367944
    PC15 <= 3.946699
    PC28 <= 0.04907383
    PC33 > -0.4276021
    PC44 <= -0.6688879
    PC49 <= -0.09052286
    PC57 > 0.2493399
    ->  class 2\|2  [0.817]

Rule 8/257: (35.5/6, lift 8.7)
    PC1 <= -0.4303757
    PC2 <= 2.734492
    PC8 > -2.535652
    PC8 <= -0.5367944
    PC22 <= -2.134577
    ->  class 2\|2  [0.812]

Rule 8/258: (110.4/20.5, lift 8.6)
    PC1 <= -0.4303757
    PC2 <= 2.734492
    PC8 > -0.5367944
    PC8 <= 1.639229
    PC15 > -1.36082
    PC38 <= -0.128011
    PC40 <= 0.6287518
    PC44 <= 0.481405
    PC71 <= 0.1153366
    PC73 <= -0.4440619
    ->  class 2\|2  [0.808]

Rule 8/259: (60.2/11.1, lift 8.6)
    PC1 <= -0.4303757
    PC2 <= 2.734492
    PC8 > -0.5367944
    PC8 <= 1.639229
    PC40 <= 0.6287518
    PC43 <= 0.4600354
    PC44 <= 0.481405
    PC73 > 0.6616986
    ->  class 2\|2  [0.806]

Rule 8/260: (40.7/7.3, lift 8.6)
    PC1 <= -0.4303757
    PC2 <= 2.734492
    PC8 > -2.535652
    PC8 <= -0.5367944
    PC25 <= 0.3064981
    PC37 > 1.069836
    PC76 > -1.147777
    ->  class 2\|2  [0.805]

Rule 8/261: (17.4/3, lift 8.5)
    PC1 <= -0.4303757
    PC3 <= -0.9818353
    PC8 > -2.535652
    PC8 <= -0.5367944
    PC28 <= 0.04907383
    PC29 <= 0.2790949
    PC32 > -1.866445
    PC57 > 0.2493399
    ->  class 2\|2  [0.793]

Rule 8/262: (102.6/20.7, lift 8.5)
    PC1 <= -0.4303757
    PC2 <= 2.734492
    PC8 > -2.535652
    PC8 <= -0.5367944
    PC15 <= 3.946699
    PC19 > -3.372376
    PC28 > 0.04907383
    PC32 > -1.866445
    PC33 > -0.4276021
    PC59 > -0.903942
    PC76 > -1.147777
    ->  class 2\|2  [0.793]

Rule 8/263: (19.7/3.8, lift 8.3)
    PC1 <= -0.4303757
    PC2 <= 2.734492
    PC8 > -0.5367944
    PC8 <= 1.639229
    PC44 > 0.481405
    PC70 > 0.3319354
    PC85 > -1.486781
    ->  class 2\|2  [0.780]

Rule 8/264: (16.9/5.1, lift 7.2)
    PC1 <= -0.4303757
    PC2 <= 2.734492
    PC8 > -0.5367944
    PC8 <= 1.639229
    PC22 > -0.8688946
    PC40 > 0.6287518
    PC44 <= 0.481405
    ->  class 2\|2  [0.678]

Rule 8/265: (51.7/17, lift 7.1)
    PC1 <= -0.4303757
    PC2 <= 2.734492
    PC8 > -0.5367944
    PC8 <= 1.639229
    PC85 <= -1.486781
    ->  class 2\|2  [0.665]

Rule 8/266: (113.9, lift 8.4)
    PC1 <= -0.4303757
    PC8 <= -2.535652
    PC44 <= 0.9164336
    PC76 > -1.147777
    PC86 <= -0.5741252
    ->  class 2\|3  [0.991]

Rule 8/267: (52.6/1.4, lift 8.1)
    PC2 <= 2.734492
    PC8 <= -0.5367944
    PC11 <= 2.010254
    PC31 > 1.186685
    PC57 <= 0.2493399
    PC63 <= 0.09781586
    ->  class 2\|3  [0.956]

Rule 8/268: (40.4/1.2, lift 8.0)
    PC1 > -0.4303757
    PC1 <= 9.363908
    PC2 <= 2.734492
    PC3 <= 0.1229528
    PC10 > -0.7514341
    PC16 > -1.00508
    PC37 > -1.191173
    PC60 <= 0.5588369
    PC83 > -0.04257414
    ->  class 2\|3  [0.948]

Rule 8/269: (53/2.6, lift 7.9)
    PC1 > -0.4303757
    PC1 <= 9.363908
    PC2 <= -0.6393787
    PC3 <= 0.1229528
    PC8 <= 0.5831117
    PC16 > -1.00508
    PC38 <= 0.3284798
    PC47 > -0.02200633
    PC83 <= -0.04257414
    ->  class 2\|3  [0.935]

Rule 8/270: (86.5/5.7, lift 7.8)
    PC1 <= -0.4303757
    PC2 <= 2.734492
    PC8 > -2.535652
    PC8 <= -0.5367944
    PC11 <= 2.010254
    PC32 > -1.866445
    PC33 > -0.4276021
    PC53 <= -0.7760714
    ->  class 2\|3  [0.925]

Rule 8/271: (10.7/0.4, lift 7.6)
    PC1 <= -0.4303757
    PC2 <= 2.734492
    PC8 > -0.5367944
    PC8 <= 1.639229
    PC22 > -0.8688946
    PC38 <= -0.128011
    PC40 <= 0.6287518
    PC44 <= 0.481405
    PC71 <= 0.1153366
    PC73 > 0.3493575
    ->  class 2\|3  [0.893]

Rule 8/272: (12.9/1.1, lift 7.3)
    PC1 > -0.4303757
    PC1 <= 9.363908
    PC2 <= -0.6393787
    PC3 <= 0.1229528
    PC8 <= 0.5831117
    PC16 > -1.00508
    PC38 > 0.3284798
    ->  class 2\|3  [0.860]

Rule 8/273: (43.1/5.7, lift 7.2)
    PC3 > 0.1229528
    PC3 <= 0.7181107
    PC10 > -0.7514341
    PC22 > 0.2711777
    PC44 > -0.01676826
    ->  class 2\|3  [0.852]

Rule 8/274: (12467.4/10114.9, lift 1.6)
    PC2 <= 2.734492
    ->  class 2\|3  [0.189]

Rule 8/275: (52, lift 25.3)
    PC1 <= -0.4303757
    PC8 <= -0.5367944
    PC19 <= -3.086079
    PC46 <= 0.4365204
    PC75 > 0.08424755
    ->  class 2\|4  [0.981]

Rule 8/276: (131.4/1.6, lift 25.3)
    PC8 <= -2.535652
    PC35 <= 1.989469
    PC45 <= 0.150697
    PC46 <= 0.4365204
    PC47 <= -0.3985327
    PC49 <= 0.114883
    PC57 <= 0.7094132
    PC75 <= 0.08424755
    PC78 <= -0.1246871
    PC80 > -0.7750584
    PC96 <= 0.287048
    ->  class 2\|4  [0.980]

Rule 8/277: (80.2/1.6, lift 25.0)
    PC1 <= -0.4303757
    PC2 <= 2.734492
    PC8 <= -0.5367944
    PC28 <= -0.3896254
    PC76 > -1.147777
    PC87 > -0.4263388
    PC88 <= 0.1190197
    ->  class 2\|4  [0.969]

Rule 8/278: (84.8/2, lift 24.9)
    PC1 > -0.4303757
    PC2 <= 2.734492
    PC10 <= -0.7514341
    PC19 > -1.342918
    PC21 > 0.02643494
    PC65 > -2.445986
    PC85 > 0.4219957
    ->  class 2\|4  [0.966]

Rule 8/279: (165.5/6, lift 24.7)
    PC2 <= 2.734492
    PC8 <= -2.535652
    PC11 <= 3.677321
    PC22 > -1.327249
    PC44 > 0.9164336
    PC67 > -0.7280881
    PC72 > -0.01141156
    ->  class 2\|4  [0.958]

Rule 8/280: (20.3, lift 24.6)
    PC2 <= 2.734492
    PC65 > 3.897452
    PC76 > -1.147777
    ->  class 2\|4  [0.955]

Rule 8/281: (17.5, lift 24.5)
    PC36 <= -11.39638
    ->  class 2\|4  [0.949]

Rule 8/282: (14.2/0.1, lift 24.0)
    PC1 > -0.4303757
    PC1 <= 9.363908
    PC2 <= 2.734492
    PC3 <= 0.1229528
    PC10 > -0.7514341
    PC16 > -1.00508
    PC37 > -1.191173
    PC60 > 0.5588369
    PC83 > -0.04257414
    ->  class 2\|4  [0.931]

Rule 8/283: (48.2/2.5, lift 24.0)
    PC2 <= 2.734492
    PC8 > -2.535652
    PC8 <= -0.5367944
    PC14 <= -0.460202
    PC29 > 0.2790949
    PC49 <= 0.1765816
    ->  class 2\|4  [0.931]

Rule 8/284: (14.9/0.2, lift 23.9)
    PC1 <= -0.4303757
    PC8 > -2.535652
    PC8 <= -0.5367944
    PC19 <= -3.372376
    PC96 > 0.02487071
    ->  class 2\|4  [0.927]

Rule 8/285: (7.6, lift 23.1)
    PC1 <= -0.4303757
    PC8 > -2.535652
    PC8 <= -0.5367944
    PC15 > 3.946699
    PC17 > -0.8603746
    PC32 > -1.866445
    ->  class 2\|4  [0.896]

Rule 8/286: (262.2/26.7, lift 23.1)
    PC8 <= -2.535652
    PC13 <= 0.3819516
    PC23 > 0.04467868
    PC35 <= 1.989469
    PC41 <= -0.1208776
    PC45 <= 0.150697
    PC46 <= 0.4365204
    PC49 <= 0.114883
    PC57 <= 0.7094132
    PC62 > -1.193576
    PC75 <= 0.08424755
    PC78 <= -0.1246871
    PC80 > -0.7750584
    PC86 > -0.5741252
    PC92 <= 0.1428698
    PC93 <= 0.4325431
    PC96 <= 0.2557816
    ->  class 2\|4  [0.895]

Rule 8/287: (19.4/2.4, lift 21.7)
    PC1 <= -0.4303757
    PC6 > 1.205061
    PC8 <= -2.535652
    PC49 > 0.114883
    PC75 <= 0.08424755
    PC96 <= 0.287048
    ->  class 2\|4  [0.841]

Rule 8/288: (4, lift 21.5)
    PC1 > -0.4303757
    PC2 <= 2.734492
    PC10 <= -0.7514341
    PC19 > -1.342918
    PC85 <= 0.4219957
    PC88 <= -0.2454263
    ->  class 2\|4  [0.832]

Default class: 2\|3

-----  Trial 9:  -----

Rules:

Rule 9/1: (49/0.4, lift 15.4)
    PC2 > 2.5099
    PC13 <= 1.65137
    PC14 > 0.5644688
    PC33 > -1.328563
    PC56 <= 1.806744
    PC86 > 0.4936213
    PC87 > 0.03798841
    ->  class 0\|0  [0.973]

Rule 9/2: (72.2/1.1, lift 15.4)
    PC2 > 2.5099
    PC6 > -1.443306
    PC13 <= 1.65137
    PC14 > 0.5644688
    PC18 <= 2.129967
    PC33 <= -1.328563
    PC50 <= 0.4002098
    ->  class 0\|0  [0.972]

Rule 9/3: (26.6, lift 15.3)
    PC2 > 2.5099
    PC13 <= 1.65137
    PC14 > 0.5644688
    PC18 > -0.6070462
    PC18 <= 1.350428
    PC56 <= 1.806744
    PC86 <= -0.03800784
    PC87 <= 0.03798841
    PC100 > 0.5711982
    ->  class 0\|0  [0.962]

Rule 9/4: (33.1/1.1, lift 14.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 1.65137
    PC14 > 0.5644688
    PC18 > -0.6070462
    PC18 <= 2.129967
    PC42 <= 2.839821
    PC56 <= 1.806744
    PC86 > -0.03800784
    PC87 <= 0.03798841
    ->  class 0\|0  [0.940]

Rule 9/5: (8.2, lift 14.3)
    PC13 <= 5.532305
    PC14 > -1.775794
    PC18 > 2.129967
    PC56 > 0.6853182
    PC70 <= -1.685047
    ->  class 0\|0  [0.902]

Rule 9/6: (23.9/1.8, lift 14.1)
    PC2 > 2.5099
    PC13 <= 5.532305
    PC18 > 2.129967
    PC27 > -2.199644
    PC31 <= -0.2454494
    PC55 > -0.4299491
    PC62 <= -0.176172
    ->  class 0\|0  [0.892]

Rule 9/7: (70.7/7.8, lift 13.9)
    PC2 > 2.5099
    PC6 > 0.2292304
    PC14 > 0.5644688
    PC18 > -0.6070462
    ->  class 0\|0  [0.879]

Rule 9/8: (4.9, lift 13.6)
    PC13 > 5.532305
    PC13 <= 11.79328
    PC18 > 2.498906
    PC53 <= -2.77415
    ->  class 0\|0  [0.855]

Rule 9/9: (19.3/3.1, lift 12.8)
    PC13 > 5.532305
    PC18 > 2.498906
    PC31 > 0.1783828
    PC84 > -2.63774
    ->  class 0\|0  [0.808]

Rule 9/10: (48.1/9, lift 12.7)
    PC2 > 2.5099
    PC13 <= 5.532305
    PC14 > 0.5644688
    PC18 > 1.350428
    PC18 <= 2.129967
    PC42 <= 2.839821
    PC56 <= 1.806744
    PC87 <= 0.03798841
    ->  class 0\|0  [0.800]

Rule 9/11: (51.8/14.7, lift 11.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 <= -1.443306
    PC13 <= 5.532305
    PC14 > -1.775794
    PC18 > -0.6070462
    PC18 <= 2.129967
    PC42 <= 2.839821
    ->  class 0\|0  [0.708]

Rule 9/12: (14/4.1, lift 10.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC14 > -1.775794
    PC14 <= 0.5644688
    PC18 > -0.6070462
    PC18 <= 2.129967
    PC42 <= 2.839821
    PC59 > -1.35427
    PC76 <= -1.71424
    ->  class 0\|0  [0.683]

Rule 9/13: (50.1/17.8, lift 10.2)
    PC2 > 2.5099
    PC13 <= 11.79328
    PC14 > -1.775794
    PC18 > 2.498906
    PC31 <= 0.1783828
    PC96 <= -1.04715
    ->  class 0\|0  [0.640]

Rule 9/14: (1585.1/596.3, lift 9.9)
    PC13 <= 5.532305
    PC14 > -1.775794
    PC18 > 2.129967
    PC84 > -2.63774
    ->  class 0\|0  [0.624]

Rule 9/15: (125.1, lift 12.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 > -1.443306
    PC6 <= 0.2292304
    PC13 <= 1.65137
    PC18 > -0.6070462
    PC18 <= 1.350428
    PC33 > -1.328563
    PC86 <= -0.03800784
    PC87 <= 0.03798841
    PC100 <= 0.5711982
    ->  class 0\|1  [0.992]

Rule 9/16: (88.1, lift 12.1)
    PC3 <= -1.485857
    PC13 <= 5.532305
    PC14 > -1.775794
    PC18 > 2.129967
    PC43 > -0.5872907
    PC56 > 0.6853182
    PC70 > -1.685047
    PC93 <= 1.5321
    ->  class 0\|1  [0.989]

Rule 9/17: (78.1, lift 12.1)
    PC2 > 2.5099
    PC13 <= 5.532305
    PC14 > -1.775794
    PC18 > 2.129967
    PC42 > 1.606127
    PC56 <= 0.6853182
    PC63 > -0.8391311
    PC99 > -1.153677
    ->  class 0\|1  [0.988]

Rule 9/18: (69.9, lift 12.0)
    PC4 <= -8.075791
    PC18 > 2.129967
    PC76 > -0.07148779
    ->  class 0\|1  [0.986]

Rule 9/19: (61.9, lift 12.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 > -1.443306
    PC14 > -1.775794
    PC14 <= 0.5644688
    PC18 > -0.6070462
    PC41 > 0.1597055
    PC42 <= 2.839821
    PC76 > -1.71424
    PC90 > -1.97385
    ->  class 0\|1  [0.984]

Rule 9/20: (193.1/2.2, lift 12.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 <= 0.2292304
    PC13 <= 5.532305
    PC14 > 0.5644688
    PC18 > -0.6070462
    PC18 <= 2.129967
    PC33 > -1.328563
    PC56 <= 1.806744
    PC86 <= 0.4936213
    PC87 > 0.03798841
    ->  class 0\|1  [0.984]

Rule 9/21: (51.3, lift 12.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 > -1.443306
    PC8 > 0.1415388
    PC18 > -0.6070462
    PC18 <= 0.2192922
    PC90 > -1.97385
    ->  class 0\|1  [0.981]

Rule 9/22: (45, lift 12.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 5.532305
    PC18 > -0.6070462
    PC18 <= 0.2192922
    PC39 > -1.450917
    PC45 > 1.216059
    PC59 > -1.35427
    ->  class 0\|1  [0.979]

Rule 9/23: (42.4, lift 11.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 > -1.443306
    PC8 <= 0.1415388
    PC14 > -1.775794
    PC18 > -0.6070462
    PC19 > 0.07711388
    PC42 <= 1.690911
    PC59 > -1.35427
    PC84 > -2.63774
    ->  class 0\|1  [0.977]

Rule 9/24: (78.8/0.9, lift 11.9)
    PC13 <= 5.532305
    PC14 > -1.775794
    PC18 > 2.129967
    PC25 > 0.08869121
    PC32 <= 0.6346551
    PC40 > -1.096531
    PC91 <= 1.025158
    PC97 > 0.06804004
    PC99 > -1.153677
    ->  class 0\|1  [0.977]

Rule 9/25: (39.6, lift 11.9)
    PC4 <= -8.075791
    PC23 > 1.79573
    PC30 > -2.367213
    PC63 > -0.8391311
    ->  class 0\|1  [0.976]

Rule 9/26: (84.7/1.5, lift 11.9)
    PC13 <= 5.532305
    PC14 > -1.775794
    PC18 > 2.129967
    PC55 <= -0.4299491
    PC65 > -2.35891
    PC99 > -1.153677
    ->  class 0\|1  [0.971]

Rule 9/27: (32.8, lift 11.9)
    PC13 > 0.4778326
    PC13 <= 5.532305
    PC18 > 2.129967
    PC32 <= 0.6346551
    PC45 <= 1.486699
    PC63 > -0.8391311
    PC97 > 0.06804004
    ->  class 0\|1  [0.971]

Rule 9/28: (36.2, lift 11.9)
    PC2 > 2.5099
    PC13 <= 5.532305
    PC14 > -1.775794
    PC18 > -0.6070462
    PC31 > -0.2454494
    PC45 <= 1.486699
    PC56 <= 0.6853182
    PC63 > -0.8391311
    PC93 > 1.463244
    PC99 > -1.153677
    ->  class 0\|1  [0.971]

Rule 9/29: (31.2, lift 11.9)
    PC4 <= -8.075791
    PC18 > 2.129967
    PC63 > -0.8391311
    PC90 > 0.55565
    ->  class 0\|1  [0.970]

Rule 9/30: (53.4/1, lift 11.8)
    PC4 <= -8.075791
    PC18 > 2.129967
    PC20 > -2.143878
    ->  class 0\|1  [0.963]

Rule 9/31: (105.9/3.5, lift 11.7)
    PC4 <= 6.188375
    PC13 > 5.532305
    PC13 <= 11.79328
    PC18 > 2.498906
    PC31 <= 0.1783828
    PC42 <= 2.839821
    PC53 > -2.77415
    PC96 > -1.04715
    ->  class 0\|1  [0.958]

Rule 9/32: (17.9, lift 11.6)
    PC14 > -1.775794
    PC18 > 2.129967
    PC27 <= -2.199644
    PC33 > -1.946883
    PC42 <= 2.839821
    PC99 > -1.153677
    ->  class 0\|1  [0.950]

Rule 9/33: (390.5/20.1, lift 11.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC14 > -1.775794
    PC14 <= 0.5644688
    PC18 > 0.2192922
    PC18 <= 2.129967
    PC39 > -1.450917
    PC42 <= 1.690911
    PC59 > -1.35427
    PC71 <= 0.9832113
    PC76 > -1.71424
    PC90 > -1.97385
    PC99 > -1.332066
    ->  class 0\|1  [0.946]

Rule 9/34: (107.2/6.1, lift 11.4)
    PC13 <= 5.532305
    PC14 > -1.775794
    PC18 > 2.129967
    PC30 > -2.367213
    PC33 <= -1.946883
    ->  class 0\|1  [0.935]

Rule 9/35: (14.1, lift 11.4)
    PC13 <= 5.532305
    PC14 > -1.775794
    PC18 > -0.6070462
    PC29 > 3.151391
    PC33 > -1.946883
    PC42 <= 2.839821
    PC99 > -1.153677
    ->  class 0\|1  [0.932]

Rule 9/36: (25.7/1.2, lift 11.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -1.179344
    PC18 <= -0.6070462
    PC43 <= -0.6974066
    PC64 > -3.031896
    PC93 <= 1.314783
    ->  class 0\|1  [0.922]

Rule 9/37: (10.8, lift 11.3)
    PC2 > 2.5099
    PC13 <= 5.532305
    PC14 > 0.5644688
    PC18 > -0.6070462
    PC18 <= 2.129967
    PC33 <= -1.328563
    PC42 <= 2.839821
    PC50 > 0.4002098
    ->  class 0\|1  [0.922]

Rule 9/38: (10.7, lift 11.3)
    PC2 > 2.5099
    PC14 > -1.775794
    PC18 > 2.129967
    PC56 <= 0.6853182
    PC63 > -0.8391311
    PC94 <= -0.8800409
    PC97 > 0.06804004
    PC99 > -1.153677
    ->  class 0\|1  [0.921]

Rule 9/39: (47.2/3.6, lift 11.1)
    PC3 <= 1.640775
    PC18 <= -0.6070462
    PC31 <= -0.01619392
    PC57 > 0.2684259
    PC78 > 1.749331
    ->  class 0\|1  [0.907]

Rule 9/40: (93.2/8.2, lift 11.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -0.6070462
    PC31 <= -0.2454494
    PC32 <= 0.6346551
    PC56 <= 0.6853182
    PC62 > -0.176172
    PC99 > -1.153677
    ->  class 0\|1  [0.903]

Rule 9/41: (8, lift 11.0)
    PC2 > 2.5099
    PC18 > -0.6070462
    PC40 > -1.712465
    PC42 > 2.839821
    ->  class 0\|1  [0.900]

Rule 9/42: (32/3, lift 10.8)
    PC2 > 2.5099
    PC13 <= 5.532305
    PC14 > -1.775794
    PC18 > 2.129967
    PC74 > 2.393468
    ->  class 0\|1  [0.882]

Rule 9/43: (6.2, lift 10.7)
    PC4 <= -7.746524
    PC50 > 1.05512
    ->  class 0\|1  [0.877]

Rule 9/44: (23.4/2.4, lift 10.6)
    PC4 <= -8.075791
    PC13 <= -2.73854
    PC63 > -0.8391311
    ->  class 0\|1  [0.865]

Rule 9/45: (73.2/9.6, lift 10.5)
    PC4 > -8.075791
    PC13 <= 5.532305
    PC14 > -1.775794
    PC18 > 2.129967
    PC19 <= -0.01211329
    PC32 <= 0.6346551
    PC40 <= -1.096531
    PC55 > -0.2069452
    PC97 > 0.06804004
    ->  class 0\|1  [0.859]

Rule 9/46: (52.2/6.8, lift 10.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC9 > 0.01419809
    PC18 > -0.6070462
    PC18 <= 2.129967
    PC59 <= -1.35427
    ->  class 0\|1  [0.856]

Rule 9/47: (4.7, lift 10.4)
    PC13 > 5.532305
    PC18 <= 2.498906
    PC35 <= -0.6608484
    ->  class 0\|1  [0.852]

Rule 9/48: (168.9/25.5, lift 10.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 > -1.443306
    PC8 <= 0.1415388
    PC13 <= 5.532305
    PC18 > -0.6070462
    PC39 > -1.450917
    PC42 <= 1.690911
    PC59 > -1.35427
    PC86 <= -0.7577536
    PC90 > -1.97385
    ->  class 0\|1  [0.845]

Rule 9/49: (4.3, lift 10.3)
    PC18 > 2.129967
    PC32 > 0.6255438
    PC32 <= 0.6346551
    PC99 > -1.153677
    ->  class 0\|1  [0.841]

Rule 9/50: (15.8/1.9, lift 10.2)
    PC2 > 2.5099
    PC13 <= 5.532305
    PC14 > -1.775794
    PC18 > 2.129967
    PC19 > -0.01211329
    PC56 <= 0.6853182
    PC63 > -0.8391311
    PC99 > -1.153677
    ->  class 0\|1  [0.838]

Rule 9/51: (52.4/9.7, lift 9.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -1.179344
    PC18 <= -0.6070462
    PC44 > 0.7221023
    PC64 > -3.031896
    PC93 <= 1.314783
    ->  class 0\|1  [0.803]

Rule 9/52: (49.6/10.9, lift 9.4)
    PC13 <= 5.532305
    PC18 > 2.129967
    PC32 <= 0.6346551
    PC55 <= -0.2069452
    PC63 > -0.8391311
    PC65 > -2.35891
    PC99 > -1.153677
    ->  class 0\|1  [0.769]

Rule 9/53: (41.4/9.9, lift 9.2)
    PC10 <= -7.383991
    PC18 > -1.179344
    PC93 <= 1.314783
    ->  class 0\|1  [0.750]

Rule 9/54: (81.4, lift 10.3)
    PC2 > 2.5099
    PC15 <= 0.787059
    PC18 > -2.745644
    PC18 <= -1.179344
    PC19 > -0.08697719
    PC32 <= 0.5255202
    PC52 > -1.910764
    PC60 > -1.15684
    PC61 <= -0.5470847
    PC66 <= 3.829112
    PC91 <= 3.542653
    ->  class 0\|2  [0.988]

Rule 9/55: (69.6, lift 10.3)
    PC4 <= -7.746524
    PC18 <= -1.179344
    PC50 <= 1.05512
    PC60 <= -0.06275523
    ->  class 0\|2  [0.986]

Rule 9/56: (71.6, lift 10.3)
    PC4 <= -7.746524
    PC18 <= -0.6070462
    PC50 <= 1.05512
    PC64 > 0.2858783
    ->  class 0\|2  [0.986]

Rule 9/57: (61.9/0.3, lift 10.3)
    PC3 <= 1.640775
    PC4 > -7.746524
    PC7 <= -0.5128743
    PC18 > -2.745644
    PC18 <= -1.179344
    PC32 > -1.784234
    PC64 > -3.031896
    PC91 <= 3.542653
    PC93 > 0.2814403
    ->  class 0\|2  [0.980]

Rule 9/58: (174.7/3, lift 10.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC10 > -7.383991
    PC11 > -0.06227817
    PC18 > -1.179344
    PC18 <= -0.6070462
    PC26 > -0.4104511
    PC28 <= 3.778366
    PC32 > -2.044558
    PC43 > -0.6974066
    PC44 <= 0.7221023
    PC77 <= 0.249985
    PC83 > -0.8894866
    PC93 <= 1.314783
    ->  class 0\|2  [0.977]

Rule 9/59: (44.3, lift 10.2)
    PC3 <= 1.640775
    PC18 > -2.745644
    PC18 <= -1.179344
    PC22 <= -0.0201489
    PC43 <= -0.6108432
    PC61 > -0.5470847
    PC75 > -0.08548965
    PC93 <= 0.2814403
    ->  class 0\|2  [0.976]

Rule 9/60: (73.5/1, lift 10.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 <= -1.179344
    PC28 <= 0.4418741
    PC49 > 0.9721346
    PC52 > -1.910764
    PC60 > -1.15684
    PC61 > -0.6514298
    ->  class 0\|2  [0.974]

Rule 9/61: (29, lift 10.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC15 <= 0.787059
    PC18 > -2.745644
    PC38 > -0.3432794
    PC52 > -1.910764
    PC61 > -0.5470847
    PC66 <= 3.829112
    PC72 > -0.2335936
    PC91 <= -1.349176
    PC93 <= 0.2814403
    ->  class 0\|2  [0.968]

Rule 9/62: (25.4, lift 10.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC11 > 0.05072255
    PC18 <= -2.745644
    PC31 <= 0.1258671
    PC52 > -1.910764
    PC75 <= -0.5441555
    PC91 <= 3.542653
    ->  class 0\|2  [0.964]

Rule 9/63: (78.8/2, lift 10.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC11 > 0.05072255
    PC31 <= 0.1258671
    PC32 > -1.784234
    PC32 <= -1.307277
    PC75 > -0.5441555
    ->  class 0\|2  [0.963]

Rule 9/64: (138.6/4.7, lift 10.0)
    PC4 <= -5.53159
    PC18 > -2.305537
    PC18 <= -1.179344
    PC32 > -1.784234
    PC32 <= 0.9011151
    PC49 <= 0.9721346
    PC52 > -1.910764
    PC66 <= 1.685282
    PC93 > -1.124399
    ->  class 0\|2  [0.959]

Rule 9/65: (21.4, lift 10.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC52 > -1.910764
    PC56 <= -6.408858
    PC64 > -3.031896
    PC66 <= 3.829112
    PC78 <= 1.749331
    ->  class 0\|2  [0.957]

Rule 9/66: (22.6/0.2, lift 10.0)
    PC3 <= 1.640775
    PC18 <= -0.6070462
    PC78 <= 1.749331
    PC82 <= -4.371265
    ->  class 0\|2  [0.952]

Rule 9/67: (19, lift 10.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -2.745644
    PC18 <= -0.6070462
    PC43 > -0.6108432
    PC48 > 0.4269449
    PC49 <= 0.9721346
    PC52 > -1.910764
    PC58 <= 3.36492
    PC78 > -0.08703781
    PC93 <= 0.2814403
    ->  class 0\|2  [0.952]

Rule 9/68: (40.4/1.1, lift 10.0)
    PC4 > -5.53159
    PC18 > -2.745644
    PC18 <= -1.179344
    PC52 > -1.910764
    PC79 > 1.264312
    PC93 <= 0.2814403
    ->  class 0\|2  [0.951]

Rule 9/69: (98.3/4.1, lift 9.9)
    PC3 <= 1.640775
    PC13 > 0.9729065
    PC18 > -2.745644
    PC18 <= -1.179344
    PC20 > -2.360649
    PC30 <= -0.8006646
    PC32 <= 0.9011151
    PC49 <= 0.9721346
    PC91 <= 3.542653
    PC93 <= 0.2814403
    ->  class 0\|2  [0.949]

Rule 9/70: (119.9/5.3, lift 9.9)
    PC3 <= 1.640775
    PC15 > 0.787059
    PC18 <= -1.179344
    PC64 > -3.031896
    PC78 <= 1.749331
    PC86 <= 0.08407711
    ->  class 0\|2  [0.948]

Rule 9/71: (105.9/5, lift 9.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 > -5.53159
    PC15 <= 0.787059
    PC18 > -2.745644
    PC18 <= -0.6070462
    PC38 > -0.3432794
    PC60 > -1.15684
    PC72 <= -0.2335936
    PC79 <= 1.264312
    PC91 <= 3.542653
    PC93 <= 0.2814403
    ->  class 0\|2  [0.945]

Rule 9/72: (32.5/1, lift 9.9)
    PC3 <= 1.640775
    PC18 > -2.745644
    PC18 <= -1.179344
    PC28 <= -1.472077
    PC38 > -0.3432794
    PC49 <= 0.9721346
    PC93 <= 0.2814403
    ->  class 0\|2  [0.941]

Rule 9/73: (14.2, lift 9.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -2.745644
    PC18 <= -1.179344
    PC28 > -1.472077
    PC32 <= 0.9011151
    PC38 > -0.3432794
    PC43 > -0.6108432
    PC79 <= 1.264312
    PC82 <= -0.9587206
    PC91 <= 3.542653
    PC93 <= 0.2814403
    ->  class 0\|2  [0.933]

Rule 9/74: (48.9/2.5, lift 9.7)
    PC2 > 2.5099
    PC13 <= 0.9729065
    PC18 > -2.745644
    PC18 <= -1.179344
    PC38 > -0.3432794
    PC43 > -0.6108432
    PC49 > 0.6589605
    PC52 > -1.910764
    PC93 <= 0.2814403
    ->  class 0\|2  [0.931]

Rule 9/75: (23/0.8, lift 9.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC11 > 0.05072255
    PC18 <= -2.745644
    PC57 > 0.6278813
    PC78 <= 1.749331
    ->  class 0\|2  [0.928]

Rule 9/76: (63/4.7, lift 9.6)
    PC2 > 2.5099
    PC4 > -7.746524
    PC18 > -2.745644
    PC18 <= -1.179344
    PC32 > 0.9011151
    PC49 <= 0.9721346
    PC52 > -1.910764
    PC61 > -0.5470847
    PC64 > -3.031896
    PC66 <= 3.829112
    PC78 <= 1.749331
    ->  class 0\|2  [0.913]

Rule 9/77: (31.8/2.1, lift 9.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC74 > 4.213144
    PC78 <= 1.749331
    ->  class 0\|2  [0.908]

Rule 9/78: (7.9, lift 9.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC11 > 0.4296522
    PC93 > 0.2814403
    ->  class 0\|2  [0.899]

Rule 9/79: (5.9, lift 9.1)
    PC2 > 2.5099
    PC2 <= 3.280948
    PC18 <= -2.745644
    PC31 <= 0.1258671
    ->  class 0\|2  [0.873]

Rule 9/80: (51.1/5.8, lift 9.1)
    PC3 <= 1.640775
    PC18 > -2.745644
    PC18 <= -1.179344
    PC43 > -0.6108432
    PC45 > 1.161188
    PC49 <= 0.9721346
    PC78 > -0.08703781
    PC78 <= 1.749331
    PC93 <= 0.2814403
    ->  class 0\|2  [0.871]

Rule 9/81: (24.2/2.8, lift 8.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -2.745644
    PC18 <= -1.179344
    PC32 <= 0.9011151
    PC38 > -0.3432794
    PC52 > -1.910764
    PC78 > -0.08703781
    PC93 <= 0.2814403
    PC99 <= -0.5947444
    ->  class 0\|2  [0.853]

Rule 9/82: (50.9/7.9, lift 8.7)
    PC3 <= 1.640775
    PC18 <= -0.6070462
    PC19 <= 0.4963779
    PC31 <= -0.01619392
    PC57 <= 0.2684259
    PC78 > 1.749331
    ->  class 0\|2  [0.831]

Rule 9/83: (88.1/14.4, lift 8.7)
    PC2 > 2.5099
    PC8 > 0.04292451
    PC18 <= -2.745644
    PC31 <= 0.1258671
    PC60 > -1.15684
    PC78 <= 1.749331
    ->  class 0\|2  [0.829]

Rule 9/84: (124.3/23.1, lift 8.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC11 > 0.05072255
    PC31 <= 0.1258671
    PC32 > -1.784234
    PC52 > -1.910764
    PC57 <= 0.6278813
    PC75 > -0.5441555
    PC78 <= 1.749331
    PC82 > -4.371265
    PC98 > 0.6952597
    ->  class 0\|2  [0.809]

Rule 9/85: (6562.4/4658.1, lift 3.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    ->  class 0\|2  [0.290]

Rule 9/86: (127.4, lift 10.9)
    PC13 > 0.9729065
    PC15 <= 0.787059
    PC18 <= -1.179344
    PC20 <= -2.360649
    PC32 > -1.784234
    PC32 <= 0.9011151
    PC43 > -0.6108432
    PC49 <= 0.9721346
    PC61 > -0.5470847
    PC78 <= 1.749331
    ->  class 0\|3  [0.992]

Rule 9/87: (39.7, lift 10.7)
    PC14 > -1.775794
    PC18 > -0.6070462
    PC40 <= -1.712465
    PC42 > 2.839821
    PC98 <= -1.222279
    ->  class 0\|3  [0.976]

Rule 9/88: (212.7/4.6, lift 10.7)
    PC4 > -5.53159
    PC13 <= 0.9729065
    PC15 <= 0.787059
    PC18 > -2.745644
    PC18 <= -1.179344
    PC32 <= 0.9011151
    PC43 > -0.6108432
    PC49 <= 0.6589605
    PC72 > -0.2335936
    PC75 > -0.08548965
    PC78 <= -0.08703781
    PC79 <= 1.264312
    PC82 > -0.9587206
    ->  class 0\|3  [0.974]

Rule 9/89: (30.6, lift 10.6)
    PC13 > 5.532305
    PC18 <= 2.498906
    PC36 > 1.476349
    PC42 <= 2.839821
    ->  class 0\|3  [0.969]

Rule 9/90: (42.3/1, lift 10.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -0.6070462
    PC84 <= -2.63774
    ->  class 0\|3  [0.954]

Rule 9/91: (21.1, lift 10.4)
    PC3 <= 1.640775
    PC18 > -1.179344
    PC18 <= -0.6070462
    PC26 <= -0.4104511
    PC43 > -0.6974066
    PC44 <= 0.7221023
    PC83 > -0.8894866
    ->  class 0\|3  [0.953]

Rule 9/92: (46.9/1.6, lift 10.4)
    PC13 > 5.532305
    PC18 <= 2.498906
    PC31 > 0.2311903
    ->  class 0\|3  [0.946]

Rule 9/93: (43.9/4, lift 9.8)
    PC13 > 5.532305
    PC18 <= 2.498906
    PC35 > -0.6608484
    PC57 <= 1.012731
    PC69 > -0.4289932
    ->  class 0\|3  [0.891]

Rule 9/94: (6.8, lift 9.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC14 <= 0.5644688
    PC16 > 0.5664172
    PC18 > -0.6070462
    PC59 <= -1.35427
    ->  class 0\|3  [0.887]

Rule 9/95: (93.3/10.2, lift 9.7)
    PC13 > 5.532305
    PC18 <= 2.498906
    PC42 <= 2.839821
    PC57 > 1.012731
    ->  class 0\|3  [0.882]

Rule 9/96: (27.6/2.6, lift 9.6)
    PC13 > 5.532305
    PC18 <= 2.498906
    PC69 <= -0.4289932
    PC71 <= -0.6214744
    PC84 > -2.63774
    ->  class 0\|3  [0.877]

Rule 9/97: (43.1/5.8, lift 9.3)
    PC2 > 2.5099
    PC14 <= -1.775794
    PC18 > -0.6070462
    PC38 > 1.380526
    ->  class 0\|3  [0.850]

Rule 9/98: (3011.2/1403.2, lift 5.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 <= -0.6070462
    ->  class 0\|3  [0.534]

Rule 9/99: (206.5, lift 15.5)
    PC1 > -0.430681
    PC14 <= -1.848327
    PC94 <= -0.105487
    ->  class 1\|0  [0.995]

Rule 9/100: (119.2, lift 15.4)
    PC1 > -0.430681
    PC6 <= -3.169151
    PC7 > 0.1284205
    PC11 <= -0.8052899
    PC68 <= 1.082112
    ->  class 1\|0  [0.992]

Rule 9/101: (145.8/0.8, lift 15.4)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC13 <= 0.2095596
    PC16 <= -1.941889
    PC77 > 0.3109092
    PC94 > -0.1598623
    ->  class 1\|0  [0.988]

Rule 9/102: (81.3, lift 15.4)
    PC1 > -0.1814509
    PC1 <= 0.3860425
    PC3 > 0.3946835
    PC10 <= -0.1517843
    PC16 <= 0.3594292
    PC21 > 0.4376473
    ->  class 1\|0  [0.988]

Rule 9/103: (128.8/1.9, lift 15.2)
    PC2 > 2.5099
    PC3 > 1.640775
    PC8 > -3.627075
    PC12 <= -0.5833734
    PC18 > -0.3420746
    PC22 > 0.1221173
    PC77 <= 0.7041603
    PC92 <= 0.4989451
    PC94 <= 0.03857326
    ->  class 1\|0  [0.978]

Rule 9/104: (537.3/15.3, lift 15.1)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC5 <= 12.1829
    PC6 <= 5.1094
    PC7 <= 7.681071
    PC10 <= 0.6697507
    PC13 <= 0.2095596
    PC16 <= -1.941889
    PC44 > -1.455863
    PC91 > -0.5243187
    ->  class 1\|0  [0.970]

Rule 9/105: (95.3/2.2, lift 15.1)
    PC2 > 2.673694
    PC8 > -3.627075
    PC9 > -0.7472885
    PC16 <= -0.9381145
    PC18 > -0.3420746
    PC18 <= 0.7362046
    PC19 <= 0.3643757
    PC27 <= 0.6383951
    PC43 > -0.9742163
    PC88 > -0.3526908
    PC88 <= -0.2154914
    PC92 <= 0.4989451
    ->  class 1\|0  [0.967]

Rule 9/106: (109.3/3.4, lift 14.9)
    PC2 > 2.673694
    PC3 > 1.640775
    PC9 > -0.7472885
    PC18 > -0.3420746
    PC19 <= 0.3643757
    PC22 > 0.1221173
    PC43 > -0.9742163
    PC50 > 0.1592645
    PC75 <= 0.1696828
    PC88 > -0.3526908
    PC92 <= 0.4989451
    PC94 <= 0.03857326
    ->  class 1\|0  [0.960]

Rule 9/107: (286.9/11, lift 14.9)
    PC2 <= 2.5099
    PC10 <= 0.6697507
    PC14 <= -1.624508
    PC16 <= -1.941889
    PC34 > 0.3663474
    ->  class 1\|0  [0.959]

Rule 9/108: (16.2, lift 14.7)
    PC1 > -0.430681
    PC10 > 0.6697507
    PC16 <= -1.941889
    PC44 > -1.455863
    PC94 > -0.1598623
    PC95 <= -0.5842544
    ->  class 1\|0  [0.945]

Rule 9/109: (8.4, lift 14.1)
    PC1 > 0.3860425
    PC2 <= 2.5099
    PC8 > -3.591267
    PC16 <= 0.3594292
    PC24 > 2.664821
    ->  class 1\|0  [0.904]

Rule 9/110: (26.7/9.1, lift 10.1)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC8 > -3.591267
    PC16 > -1.941889
    PC16 <= 0.3594292
    PC35 <= 0.78619
    PC48 > 0.6548464
    ->  class 1\|0  [0.648]

Rule 9/111: (143.8, lift 19.1)
    PC1 > -0.1814509
    PC1 <= 0.3860425
    PC3 > 0.3946835
    PC10 > -0.1517843
    PC16 > -1.941889
    PC16 <= 0.3594292
    ->  class 1\|1  [0.993]

Rule 9/112: (105, lift 19.1)
    PC5 > 12.1829
    PC16 <= -1.941889
    PC44 > -1.455863
    PC95 > -0.06860722
    ->  class 1\|1  [0.991]

Rule 9/113: (77.9, lift 19.0)
    PC1 > -0.430681
    PC1 <= 0.3860425
    PC2 <= 2.5099
    PC3 > 0.3946835
    PC16 > -1.941889
    PC16 <= 0.3594292
    PC21 <= 0.4376473
    ->  class 1\|1  [0.987]

Rule 9/114: (44.3/0.2, lift 18.8)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC6 <= -3.169151
    PC7 <= 0.1284205
    PC16 > -1.941889
    PC23 <= 1.996138
    PC82 <= 0.3274489
    ->  class 1\|1  [0.974]

Rule 9/115: (35.4, lift 18.7)
    PC1 > -0.3347962
    PC5 <= 12.1829
    PC6 > 5.1094
    PC10 <= 0.6697507
    PC14 > -1.624508
    PC16 <= -1.941889
    ->  class 1\|1  [0.973]

Rule 9/116: (42.4/0.2, lift 18.7)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC6 <= -3.169151
    PC11 > -0.8052899
    PC16 > -1.941889
    PC23 <= 1.996138
    PC53 > -1.884559
    PC82 <= 0.3274489
    ->  class 1\|1  [0.973]

Rule 9/117: (182.5/4.2, lift 18.7)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC10 > 0.6697507
    PC16 <= -1.941889
    PC28 <= 0.2453049
    PC44 > -1.455863
    PC77 <= 0.3109092
    PC94 > -0.1598623
    PC95 > -0.5842544
    PC99 <= 1.451252
    ->  class 1\|1  [0.972]

Rule 9/118: (31.5, lift 18.7)
    PC1 > -0.430681
    PC6 <= 5.1094
    PC16 <= -1.941889
    PC28 <= 0.2453049
    PC91 <= -0.5243187
    ->  class 1\|1  [0.970]

Rule 9/119: (26.4, lift 18.6)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 <= 0.3946835
    PC6 > -3.169151
    PC8 > -3.591267
    PC14 > -1.848327
    PC19 > -1.342918
    PC86 > 0.6530707
    ->  class 1\|1  [0.965]

Rule 9/120: (26.7, lift 18.5)
    PC1 > -0.1814509
    PC3 <= 0.3946835
    PC6 > -3.169151
    PC9 > 0.1879727
    PC14 > -1.848327
    PC16 > -1.941889
    PC19 > -1.342918
    ->  class 1\|1  [0.962]

Rule 9/121: (22.2, lift 18.5)
    PC1 > -0.3347962
    PC5 <= 12.1829
    PC6 > 5.1094
    PC10 <= 0.6697507
    PC16 <= -1.941889
    PC34 <= 0.3663474
    ->  class 1\|1  [0.959]

Rule 9/122: (19.1, lift 18.3)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC6 <= -3.169151
    PC23 <= 1.996138
    PC53 > -1.884559
    PC68 > 1.082112
    ->  class 1\|1  [0.952]

Rule 9/123: (73.9/3.4, lift 18.2)
    PC1 > 0.3860425
    PC1 <= 13.61654
    PC2 <= 2.5099
    PC9 > -1.497579
    PC16 > -1.941889
    PC16 <= 0.3594292
    PC19 > -1.677214
    PC19 <= 2.10779
    PC37 > -0.6409275
    PC66 <= 0.1482805
    ->  class 1\|1  [0.943]

Rule 9/124: (8, lift 17.3)
    PC2 <= 2.5099
    PC7 > 7.681071
    ->  class 1\|1  [0.900]

Rule 9/125: (5.2, lift 16.6)
    PC1 <= -0.430681
    PC2 > -1.074925
    PC2 <= 2.5099
    PC8 > 0.02357382
    PC81 > 0.4422784
    ->  class 1\|1  [0.861]

Rule 9/126: (19.1/4.4, lift 14.3)
    PC1 > -0.1814509
    PC14 <= -1.848327
    PC16 > -1.941889
    PC35 <= 0.78619
    PC94 > -0.105487
    ->  class 1\|1  [0.743]

Rule 9/127: (1221.3/813, lift 6.4)
    PC2 > 2.5099
    PC3 > 1.640775
    ->  class 1\|1  [0.335]

Rule 9/128: (121.1, lift 15.2)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > 0.3946835
    PC14 > -1.848327
    PC16 > -1.941889
    PC89 <= -0.1670063
    PC100 > 0.1844041
    ->  class 1\|2  [0.992]

Rule 9/129: (107, lift 15.1)
    PC1 > -0.430681
    PC3 > 0.3946835
    PC3 <= 1.106602
    PC16 > 0.3594292
    PC100 > 0.1844041
    ->  class 1\|2  [0.991]

Rule 9/130: (93.4, lift 15.1)
    PC3 > 0.3946835
    PC9 > -1.497579
    PC16 > -1.941889
    PC16 <= 0.3594292
    PC19 <= -1.677214
    ->  class 1\|2  [0.990]

Rule 9/131: (85.1, lift 15.1)
    PC3 > 0.3946835
    PC6 > -3.169151
    PC16 > 0.3594292
    PC18 <= -0.08672471
    PC60 > -1.042585
    PC68 > 0.6046719
    PC74 > -0.3647397
    PC89 <= 0.6557855
    ->  class 1\|2  [0.989]

Rule 9/132: (77.5, lift 15.1)
    PC2 <= 2.5099
    PC3 > 0.3946835
    PC9 > -1.497579
    PC16 <= 0.3594292
    PC35 <= 0.78619
    PC37 <= -0.6409275
    PC66 <= 0.1482805
    ->  class 1\|2  [0.987]

Rule 9/133: (77.1, lift 15.1)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > 0.3946835
    PC14 > -1.848327
    PC16 > 0.3594292
    PC40 > 0.4248171
    PC100 > 0.1844041
    ->  class 1\|2  [0.987]

Rule 9/134: (64.7, lift 15.1)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC6 > -3.169151
    PC13 <= -0.384605
    PC14 > -1.848327
    PC16 > 0.3594292
    PC50 > -0.4096445
    ->  class 1\|2  [0.985]

Rule 9/135: (50.9, lift 15.0)
    PC1 > -0.430681
    PC6 > -3.169151
    PC8 > -3.591267
    PC14 > -1.848327
    PC16 > -1.941889
    PC19 > 2.10779
    PC66 <= 0.1482805
    ->  class 1\|2  [0.981]

Rule 9/136: (47.4, lift 14.9)
    PC1 > 13.61654
    PC3 > 0.3946835
    PC9 > -1.497579
    PC14 > -1.848327
    PC16 > -1.941889
    ->  class 1\|2  [0.978]

Rule 9/137: (40.8, lift 14.9)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -0.9381145
    PC64 <= -1.090641
    ->  class 1\|2  [0.977]

Rule 9/138: (161.6/3, lift 14.9)
    PC1 > -0.1814509
    PC3 <= 0.3946835
    PC6 > -3.169151
    PC8 > -3.591267
    PC16 > -1.941889
    PC18 <= 0.1642319
    PC19 <= -1.342918
    PC35 <= 0.78619
    PC82 > -0.1607774
    PC95 <= 0.575142
    ->  class 1\|2  [0.976]

Rule 9/139: (39.8, lift 14.9)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > 0.5655206
    PC60 <= -0.9522031
    ->  class 1\|2  [0.976]

Rule 9/140: (38.4, lift 14.9)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC14 > -1.848327
    PC16 > -1.941889
    PC29 > 0.3908312
    PC100 > 0.1844041
    ->  class 1\|2  [0.975]

Rule 9/141: (36.6, lift 14.9)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC6 > -3.169151
    PC8 > -3.591267
    PC14 > -1.848327
    PC20 <= -0.01728086
    PC53 > 1.072948
    PC100 > 0.1844041
    ->  class 1\|2  [0.974]

Rule 9/142: (196.1/4.4, lift 14.9)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > 0.5655206
    PC48 <= 0.2171234
    PC61 > -0.7474916
    ->  class 1\|2  [0.973]

Rule 9/143: (169.8/7.4, lift 14.5)
    PC2 > 2.5099
    PC3 > 1.640775
    PC15 <= 0.5289698
    PC16 > 0.5655206
    PC38 <= 0.2102903
    PC46 <= 0.1508701
    ->  class 1\|2  [0.951]

Rule 9/144: (17.3, lift 14.5)
    PC2 <= -2.539608
    PC3 > 0.3946835
    PC35 <= 0.78619
    PC66 > 0.1482805
    ->  class 1\|2  [0.948]

Rule 9/145: (29.8/0.9, lift 14.4)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC6 > -3.169151
    PC8 > -3.591267
    PC13 > -0.384605
    PC16 > -1.941889
    PC18 <= -0.08672471
    PC60 > -1.042585
    PC74 <= -0.3647397
    PC81 <= 1.431748
    PC100 <= 0.1844041
    ->  class 1\|2  [0.940]

Rule 9/146: (297.4/16.9, lift 14.4)
    PC1 > -0.430681
    PC5 > 3.340188
    PC14 > -1.848327
    PC16 > 0.3594292
    PC18 <= 0.1174222
    ->  class 1\|2  [0.940]

Rule 9/147: (13.2, lift 14.3)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC22 > 4.506784
    PC60 > -1.042585
    PC100 <= 0.1844041
    ->  class 1\|2  [0.934]

Rule 9/148: (36.8/1.9, lift 14.2)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC5 <= 3.340188
    PC6 > -3.169151
    PC16 > 0.3594292
    PC20 > -0.01728086
    PC100 > 0.1844041
    ->  class 1\|2  [0.926]

Rule 9/149: (8.8, lift 13.9)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC8 > -3.591267
    PC16 > -1.941889
    PC18 > -0.08896717
    PC18 <= -0.08672471
    PC74 > -0.3647397
    ->  class 1\|2  [0.908]

Rule 9/150: (6.7, lift 13.5)
    PC1 > 0.3860425
    PC2 <= 2.5099
    PC3 > 4.937607
    PC14 > -1.848327
    PC16 > -1.941889
    PC16 <= 0.3594292
    PC24 <= 2.664821
    PC66 > 0.1482805
    ->  class 1\|2  [0.885]

Rule 9/151: (18.8/1.6, lift 13.4)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC5 <= 3.340188
    PC6 > -3.169151
    PC8 > -3.591267
    PC16 > -1.941889
    PC89 > 0.6557855
    PC100 <= 0.1844041
    ->  class 1\|2  [0.877]

Rule 9/152: (6.1, lift 13.4)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -0.9381145
    PC16 <= 0.5655206
    PC63 <= -1.579399
    ->  class 1\|2  [0.876]

Rule 9/153: (5.1, lift 13.1)
    PC5 > 12.1829
    PC16 <= -1.941889
    PC95 <= -0.06860722
    ->  class 1\|2  [0.860]

Rule 9/154: (127.4/17.5, lift 13.1)
    PC2 <= 2.5099
    PC3 > 0.3946835
    PC14 > -1.848327
    PC16 > 0.3594292
    PC49 > 0.6831285
    PC100 > 0.1844041
    ->  class 1\|2  [0.857]

Rule 9/155: (221.4/33.7, lift 12.9)
    PC1 > -0.1814509
    PC6 > -3.169151
    PC14 > -1.848327
    PC16 > -1.941889
    PC60 > 1.80998
    ->  class 1\|2  [0.845]

Rule 9/156: (45.8/7.5, lift 12.6)
    PC1 > -0.430681
    PC8 <= -3.591267
    PC19 <= -1.607163
    ->  class 1\|2  [0.823]

Rule 9/157: (16/2.5, lift 12.3)
    PC2 <= 2.5099
    PC16 <= -1.941889
    PC44 <= -1.455863
    ->  class 1\|2  [0.806]

Rule 9/158: (15.6/2.9, lift 11.9)
    PC2 <= 2.5099
    PC16 <= -1.941889
    PC28 > 0.2453049
    ->  class 1\|2  [0.780]

Rule 9/159: (40.4/9.4, lift 11.5)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -0.9381145
    PC16 <= 0.5655206
    PC83 <= -0.4227733
    ->  class 1\|2  [0.754]

Rule 9/160: (32.6/10.9, lift 10.0)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC8 > -3.591267
    PC16 > -1.941889
    PC35 > 0.78619
    PC44 <= 0.9945
    ->  class 1\|2  [0.656]

Rule 9/161: (187.3/1.2, lift 14.0)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > 0.5655206
    PC38 > 0.2102903
    PC48 > 0.2171234
    PC60 > -0.9522031
    ->  class 1\|3  [0.988]

Rule 9/162: (176.3/15.6, lift 12.9)
    PC3 > 1.106602
    PC5 <= 3.340188
    PC6 > -3.169151
    PC13 > -0.384605
    PC16 > 0.3594292
    PC20 <= -0.01728086
    PC29 <= 0.3908312
    PC40 <= 0.4248171
    PC49 <= 0.6831285
    PC53 <= 1.072948
    PC89 > -0.1670063
    PC100 > 0.1844041
    ->  class 1\|3  [0.907]

Rule 9/163: (170.1/16, lift 12.8)
    PC1 > -0.1814509
    PC3 > 0.3946835
    PC6 > -3.169151
    PC8 > -3.591267
    PC16 > 0.3594292
    PC18 > 0.1174222
    ->  class 1\|3  [0.901]

Rule 9/164: (33.7/6.1, lift 11.4)
    PC1 > -0.430681
    PC3 <= 0.3946835
    PC18 <= 0.1642319
    PC19 <= -1.342918
    PC35 <= 0.78619
    PC82 <= -0.1607774
    ->  class 1\|3  [0.801]

Rule 9/165: (4720.2/3517.4, lift 3.6)
    PC1 > -0.430681
    PC2 <= 2.5099
    ->  class 1\|3  [0.255]

Rule 9/166: (99, lift 14.9)
    PC1 <= -0.430681
    PC2 > -1.074925
    PC2 <= 0.1411573
    PC7 > 0.1959509
    PC8 > 0.02357382
    PC19 <= -0.1529577
    ->  class 2\|0  [0.990]

Rule 9/167: (59, lift 14.8)
    PC1 > -0.430681
    PC8 > -3.591267
    PC16 > -1.941889
    PC35 > 0.78619
    PC44 > 0.9945
    PC71 > -0.7803868
    ->  class 2\|0  [0.984]

Rule 9/168: (61.2, lift 14.8)
    PC8 > 2.29004
    PC11 > -0.9337804
    PC21 > 1.157921
    PC60 > -0.4655866
    PC61 > -1.181812
    PC65 > -1.053551
    PC70 > 0.04911138
    PC97 <= 0.3310453
    ->  class 2\|0  [0.983]

Rule 9/169: (587.7/18.9, lift 14.6)
    PC2 <= 2.5099
    PC8 > 2.29004
    PC11 > -0.9337804
    PC12 > -1.738485
    PC20 > -0.4744917
    PC20 <= 0.09120373
    PC39 <= 0.8667881
    PC42 > -0.3808974
    PC59 <= 0.2636111
    PC60 > -0.4655866
    PC70 <= 0.04911138
    PC74 > -0.5899407
    ->  class 2\|0  [0.966]

Rule 9/170: (59.2/1.2, lift 14.5)
    PC8 > 0.02357382
    PC8 <= 2.29004
    PC10 <= 0.1524317
    PC12 > 1.722267
    PC19 <= -0.7097048
    PC37 > -0.4811098
    PC39 > -0.4145089
    PC94 <= 0.2778198
    ->  class 2\|0  [0.964]

Rule 9/171: (52.4/1.2, lift 14.5)
    PC1 <= -0.430681
    PC2 > -1.074925
    PC2 <= 2.5099
    PC8 > 0.02357382
    PC69 > 0.01766207
    ->  class 2\|0  [0.959]

Rule 9/172: (21.1, lift 14.4)
    PC8 > 2.29004
    PC12 > 2.433656
    PC20 > -0.4744917
    PC21 > -0.2515769
    PC42 <= -0.3808974
    ->  class 2\|0  [0.953]

Rule 9/173: (276.5/12.6, lift 14.4)
    PC7 > 1.456484
    PC8 > 2.29004
    PC11 > -0.9337804
    PC12 > -1.738485
    PC20 > -0.4744917
    PC21 > -0.2515769
    PC60 > -0.4655866
    PC65 > -1.053551
    ->  class 2\|0  [0.951]

Rule 9/174: (335.6/21.5, lift 14.1)
    PC2 <= 2.5099
    PC8 > 2.29004
    PC11 > -0.9337804
    PC18 > -0.2114727
    PC18 <= 0.06546122
    PC20 > -0.4744917
    PC20 <= 0.09120373
    PC39 <= 0.8667881
    PC42 > -0.3808974
    PC59 > -0.684129
    PC59 <= 0.2636111
    PC60 > -0.4655866
    PC72 <= 0.6509421
    ->  class 2\|0  [0.933]

Rule 9/175: (140/9.7, lift 14.0)
    PC1 <= -0.430681
    PC8 > 2.29004
    PC11 > -0.9337804
    PC20 > -0.4744917
    PC21 > -0.2515769
    PC60 > -0.4655866
    PC63 <= -0.2196726
    ->  class 2\|0  [0.925]

Rule 9/176: (45.3/3.2, lift 13.8)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC6 <= -3.169151
    PC14 > -1.848327
    PC53 <= -1.884559
    PC82 <= 0.3274489
    ->  class 2\|0  [0.912]

Rule 9/177: (40.1/2.9, lift 13.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.02357382
    PC13 <= 0.06795641
    PC32 > 0.9619102
    ->  class 2\|0  [0.908]

Rule 9/178: (79.3/6.5, lift 13.7)
    PC8 > 2.29004
    PC11 > -0.9337804
    PC21 > -0.2515769
    PC60 > -0.4655866
    PC62 <= -1.361028
    ->  class 2\|0  [0.908]

Rule 9/179: (77.3/7.2, lift 13.5)
    PC1 <= -0.430681
    PC2 <= -1.074925
    PC8 > 0.02357382
    PC32 > 0.9619102
    PC58 <= -0.2940955
    PC88 <= 0.7771873
    ->  class 2\|0  [0.897]

Rule 9/180: (160.2/16.5, lift 13.5)
    PC1 <= -0.430681
    PC8 > 2.29004
    PC11 > -0.9337804
    PC12 > -1.738485
    PC21 > -0.2515769
    PC45 <= -0.2089768
    PC65 > -1.053551
    ->  class 2\|0  [0.892]

Rule 9/181: (9.4/0.3, lift 13.4)
    PC1 > -0.430681
    PC1 <= -0.1814509
    PC2 <= 2.5099
    PC8 > -3.591267
    PC15 <= -0.7526743
    PC16 > -1.941889
    PC67 > 0.02869307
    ->  class 2\|0  [0.888]

Rule 9/182: (27.4/2.3, lift 13.4)
    PC3 <= 0.3946835
    PC6 > -3.169151
    PC8 > -3.591267
    PC14 > -1.848327
    PC18 > 0.1642319
    PC19 <= -1.342918
    ->  class 2\|0  [0.886]

Rule 9/183: (7.2, lift 13.3)
    PC1 <= -0.430681
    PC8 > 2.29004
    PC12 > -1.738485
    PC21 > -0.2515769
    PC60 <= -0.4655866
    PC95 > 0.3264606
    ->  class 2\|0  [0.881]

Rule 9/184: (139.9, lift 10.1)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -1.615908
    PC28 <= -0.1979612
    ->  class 2\|1  [0.993]

Rule 9/185: (110.2/0.2, lift 10.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.02357382
    PC12 <= 1.722267
    PC29 > 0.2722214
    PC96 > -0.5880364
    ->  class 2\|1  [0.989]

Rule 9/186: (273.3/2, lift 10.0)
    PC1 <= -0.430681
    PC8 > 2.29004
    PC12 <= -1.738485
    ->  class 2\|1  [0.989]

Rule 9/187: (51.6, lift 9.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.02357382
    PC23 <= 1.564079
    PC60 > -0.4655866
    PC70 > 0.04911138
    PC97 > 0.3310453
    ->  class 2\|1  [0.980]

Rule 9/188: (40.6, lift 9.9)
    PC1 <= -0.430681
    PC8 > 2.29004
    PC70 <= 0.04911138
    PC74 <= -0.5899407
    ->  class 2\|1  [0.974]

Rule 9/189: (36.7, lift 9.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC34 > 1.066212
    PC47 <= -0.8744069
    ->  class 2\|1  [0.974]

Rule 9/190: (31.4, lift 9.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -1.615908
    PC80 > 1.256113
    PC96 <= -0.7712488
    ->  class 2\|1  [0.967]

Rule 9/191: (31/0.2, lift 9.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -1.615908
    PC8 <= 0.02357382
    PC45 > 0.2825942
    PC61 <= 1.034484
    PC87 <= -0.8287594
    ->  class 2\|1  [0.964]

Rule 9/192: (23.9, lift 9.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -1.615908
    PC45 <= 0.2825942
    PC46 > 0.7840141
    PC47 > -0.8744069
    PC50 <= -0.5849071
    PC63 <= 0.1486803
    ->  class 2\|1  [0.958]

Rule 9/193: (45.1/1.2, lift 9.7)
    PC1 <= -0.430681
    PC8 > 2.29004
    PC18 > 0.06546122
    PC21 <= 1.157921
    PC70 > 0.04911138
    ->  class 2\|1  [0.954]

Rule 9/194: (15.2, lift 9.5)
    PC1 > -0.430681
    PC16 > -1.941889
    PC35 > 0.78619
    PC44 > 0.9945
    PC71 <= -0.7803868
    ->  class 2\|1  [0.942]

Rule 9/195: (14.7, lift 9.5)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC6 <= -3.169151
    PC8 > -3.591267
    PC35 <= 0.78619
    PC82 > 0.3274489
    ->  class 2\|1  [0.940]

Rule 9/196: (9.4, lift 9.2)
    PC1 > -0.430681
    PC1 <= -0.3347962
    PC2 <= 2.5099
    PC16 <= -1.941889
    ->  class 2\|1  [0.912]

Rule 9/197: (41.4/3, lift 9.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -1.615908
    PC100 > 3.830744
    ->  class 2\|1  [0.908]

Rule 9/198: (4.5, lift 8.6)
    PC2 <= 2.5099
    PC8 <= 0.02357382
    PC45 > 0.2825942
    PC45 <= 0.284075
    ->  class 2\|1  [0.845]

Rule 9/199: (33.1/5.3, lift 8.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -1.615908
    PC8 <= 0.02357382
    PC15 > 4.321576
    ->  class 2\|1  [0.821]

Rule 9/200: (61.6/12, lift 8.1)
    PC1 <= -2.780294
    PC8 > 0.02357382
    PC8 <= 2.29004
    PC56 > -0.3465867
    PC77 <= 0.1170096
    PC80 <= -0.08269584
    ->  class 2\|1  [0.796]

Rule 9/201: (38.6/11.6, lift 7.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -1.615908
    PC29 <= -0.2439684
    ->  class 2\|1  [0.689]

Rule 9/202: (37.6/12.6, lift 6.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC3 <= -1.453513
    PC8 > -1.615908
    PC8 <= 0.02357382
    PC47 > -0.8744069
    ->  class 2\|1  [0.656]

Rule 9/203: (43.8/17.1, lift 6.1)
    PC1 > -0.1814509
    PC3 <= 0.3946835
    PC8 > 0.03116684
    PC9 <= 0.1879727
    PC19 > -1.342918
    PC35 <= 0.78619
    ->  class 2\|1  [0.605]

Rule 9/204: (27/11.8, lift 5.7)
    PC1 > -0.430681
    PC1 <= -0.1814509
    PC2 <= 2.5099
    PC9 > -1.841855
    PC15 > -0.7526743
    PC16 > -1.941889
    PC20 <= 1.429649
    PC66 <= 0.5428161
    PC83 <= 0.2331265
    ->  class 2\|1  [0.559]

Rule 9/205: (3238/1586.7, lift 5.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.02357382
    ->  class 2\|1  [0.510]

Rule 9/206: (225.1, lift 10.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC3 > -1.453513
    PC8 > -1.615908
    PC8 <= 0.02357382
    PC15 <= 4.321576
    PC28 > -0.1979612
    PC58 > 0.2519042
    PC66 <= 0.4444719
    PC100 <= 3.830744
    ->  class 2\|2  [0.995]

Rule 9/207: (286.7/1, lift 10.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC3 > -1.453513
    PC8 > -1.615908
    PC8 <= 0.02357382
    PC15 <= 4.321576
    PC26 > -2.258385
    PC28 > -0.1979612
    PC29 > -0.2439684
    PC45 <= 0.2825942
    PC47 > -0.8744069
    PC63 > 0.1486803
    PC96 > -0.7712488
    ->  class 2\|2  [0.993]

Rule 9/208: (75.3, lift 10.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC3 > -1.453513
    PC8 > -1.615908
    PC8 <= 0.02357382
    PC15 <= 4.321576
    PC28 > 0.05317707
    PC29 > -0.2439684
    PC46 <= 0.7840141
    PC47 > -0.8744069
    PC77 > -0.4775279
    PC96 > -0.7712488
    ->  class 2\|2  [0.987]

Rule 9/209: (120.8/0.7, lift 10.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC3 > -1.453513
    PC8 > -1.615908
    PC8 <= 0.02357382
    PC28 > -0.1979612
    PC44 > -0.808265
    PC45 <= 0.2825942
    PC57 <= -0.0803154
    PC64 > -0.3144777
    PC67 <= 0.5072189
    ->  class 2\|2  [0.986]

Rule 9/210: (86.3/0.3, lift 10.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC3 > -1.453513
    PC8 > -1.615908
    PC8 <= 0.02357382
    PC15 <= 4.321576
    PC26 > -2.258385
    PC45 <= 0.2825942
    PC47 > -0.8744069
    PC77 <= -0.4775279
    PC96 > -0.7712488
    ->  class 2\|2  [0.986]

Rule 9/211: (66.7, lift 10.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC3 > -1.453513
    PC8 > -1.615908
    PC8 <= 0.02357382
    PC15 <= 4.321576
    PC26 > -2.258385
    PC28 > -0.1979612
    PC29 > -0.2439684
    PC46 <= 0.7840141
    PC48 > 0.6496715
    PC96 > -0.7712488
    PC100 <= 3.830744
    ->  class 2\|2  [0.985]

Rule 9/212: (222.4/2.5, lift 10.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.02357382
    PC8 <= 2.29004
    PC10 > 0.142055
    PC12 <= 1.722267
    PC27 > -0.6246462
    PC29 <= 0.2722214
    PC32 <= 0.9619102
    PC41 <= 1.739545
    PC45 <= 0.2991882
    PC48 > -0.5397028
    PC56 > -0.3465867
    PC77 <= 0.1170096
    PC80 > -0.08269584
    PC81 > 0.001050612
    ->  class 2\|2  [0.984]

Rule 9/213: (66.5/0.3, lift 10.6)
    PC1 > -2.412113
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -3.393956
    PC8 <= 0.02357382
    PC19 > -3.140827
    PC43 <= -0.4935798
    PC68 <= -0.3918532
    PC90 <= 0.3040766
    ->  class 2\|2  [0.981]

Rule 9/214: (204.3/2.8, lift 10.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC3 > -1.453513
    PC8 > -1.615908
    PC8 <= 0.02357382
    PC19 > -3.731768
    PC26 > -2.258385
    PC29 > -0.2439684
    PC45 <= 0.2825942
    PC46 > 0.7840141
    PC47 > -0.8744069
    PC50 > -0.5849071
    ->  class 2\|2  [0.981]

Rule 9/215: (47.9, lift 10.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC3 > -1.453513
    PC8 > -1.615908
    PC8 <= 0.02357382
    PC26 > -2.258385
    PC54 > 1.308325
    PC96 > -0.7712488
    ->  class 2\|2  [0.980]

Rule 9/216: (41.1/0.2, lift 10.5)
    PC1 <= -2.412113
    PC8 > -3.393956
    PC8 <= -1.615908
    PC19 > -3.140827
    PC28 > -0.2747726
    PC43 <= -0.4935798
    PC50 > 0.06733477
    ->  class 2\|2  [0.973]

Rule 9/217: (129.6/2.6, lift 10.5)
    PC1 <= -2.412113
    PC8 > -3.393956
    PC8 <= -1.615908
    PC19 > -3.140827
    PC28 > -0.2747726
    PC37 > -0.8004532
    PC43 <= -0.4935798
    PC80 > -0.3110734
    ->  class 2\|2  [0.973]

Rule 9/218: (31.9, lift 10.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC7 > 1.051963
    PC8 <= 0.02357382
    PC15 <= 4.321576
    ->  class 2\|2  [0.970]

Rule 9/219: (32.3, lift 10.5)
    PC2 <= 2.5099
    PC8 > -3.393956
    PC8 <= 0.02357382
    PC43 <= -0.4935798
    PC47 > -0.779565
    PC68 > -0.3918532
    PC89 <= -0.866735
    ->  class 2\|2  [0.968]

Rule 9/220: (56.4/1.2, lift 10.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -1.615908
    PC8 <= 0.02357382
    PC15 <= 4.321576
    PC45 <= 0.2825942
    PC80 <= 1.256113
    PC96 <= -0.7712488
    ->  class 2\|2  [0.963]

Rule 9/221: (23.4, lift 10.4)
    PC1 <= -0.430681
    PC2 <= -1.074925
    PC6 > 1.597621
    PC8 > 0.02357382
    PC8 <= 1.164459
    PC10 <= 0.142055
    ->  class 2\|2  [0.961]

Rule 9/222: (23.9, lift 10.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -1.615908
    PC8 <= 0.02357382
    PC15 <= 4.321576
    PC23 <= -1.045798
    PC28 > -0.1979612
    PC28 <= 0.05317707
    PC54 <= 1.308325
    ->  class 2\|2  [0.961]

Rule 9/223: (131.7/4.5, lift 10.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC3 > -1.453513
    PC8 > -1.615908
    PC8 <= 0.02357382
    PC19 > -3.731768
    PC23 > -1.045798
    PC26 > -2.258385
    PC29 > -0.2439684
    PC44 <= -0.808265
    PC47 > -0.8744069
    PC48 <= 0.6496715
    PC58 <= 0.2519042
    ->  class 2\|2  [0.959]

Rule 9/224: (68.2/2.1, lift 10.3)
    PC1 <= -0.430681
    PC8 > -3.393956
    PC8 <= -1.615908
    PC28 > -0.2747726
    PC43 <= -0.4935798
    PC47 > -0.779565
    PC90 > 0.3040766
    ->  class 2\|2  [0.955]

Rule 9/225: (21.6, lift 10.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -1.615908
    PC8 <= 0.02357382
    PC23 > -1.045798
    PC45 <= 0.2825942
    PC63 <= 0.1486803
    PC64 > -0.3144777
    PC100 <= -0.7894184
    ->  class 2\|2  [0.954]

Rule 9/226: (54.7/1.7, lift 10.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -1.615908
    PC8 <= 0.02357382
    PC15 <= 4.321576
    PC28 <= 0.1268737
    PC35 <= 0.6570984
    PC45 > 0.284075
    PC47 > -0.8744069
    PC61 <= 1.034484
    PC87 > -0.8287594
    ->  class 2\|2  [0.952]

Rule 9/227: (17.8, lift 10.2)
    PC2 <= -1.074925
    PC8 > 0.02357382
    PC8 <= 2.29004
    PC12 <= 1.722267
    PC85 <= -1.504104
    PC96 > -0.5880364
    ->  class 2\|2  [0.949]

Rule 9/228: (43.7/1.5, lift 10.2)
    PC1 <= -0.430681
    PC8 > -1.615908
    PC8 <= 0.02357382
    PC19 > 3.394219
    PC26 > -2.258385
    PC57 > -0.0803154
    PC100 > -0.7894184
    ->  class 2\|2  [0.944]

Rule 9/229: (195/11.1, lift 10.1)
    PC1 > -2.780294
    PC1 <= -0.430681
    PC2 <= -1.074925
    PC8 > 0.02357382
    PC8 <= 2.29004
    PC10 > 0.142055
    PC12 <= 1.722267
    PC32 <= 0.9619102
    PC41 <= 1.739545
    PC48 > -0.5397028
    PC56 > -0.3465867
    PC77 <= 0.1170096
    PC96 > -0.5880364
    ->  class 2\|2  [0.938]

Rule 9/230: (12.2, lift 10.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.02357382
    PC12 <= 1.722267
    PC24 > 0.9580865
    PC32 <= 0.9619102
    ->  class 2\|2  [0.930]

Rule 9/231: (47.3/2.5, lift 10.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.02357382
    PC8 <= 1.164459
    PC10 <= 0.142055
    PC24 <= 0.3564256
    PC32 <= 0.9619102
    PC41 <= 1.739545
    PC63 > 0.2301266
    PC77 <= 0.1170096
    ->  class 2\|2  [0.929]

Rule 9/232: (11.8, lift 10.0)
    PC1 <= -0.430681
    PC8 > 0.02357382
    PC8 <= 2.29004
    PC12 <= 1.722267
    PC31 <= -1.640161
    PC96 > -0.5880364
    ->  class 2\|2  [0.928]

Rule 9/233: (19.4/0.5, lift 10.0)
    PC1 <= -0.430681
    PC8 > 0.02357382
    PC8 <= 2.29004
    PC19 > 0.7069203
    PC32 <= 0.9619102
    PC56 <= -0.3465867
    PC96 > -0.5880364
    ->  class 2\|2  [0.927]

Rule 9/234: (11.9, lift 9.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.02357382
    PC12 > 1.722267
    PC19 > -0.7097048
    PC29 <= 0.04144715
    ->  class 2\|2  [0.921]

Rule 9/235: (63.1/4.8, lift 9.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -3.393956
    PC8 <= -1.615908
    PC19 > -3.140827
    PC28 > -0.2747726
    PC47 > -0.779565
    PC56 > -0.1797422
    PC68 <= -0.8945875
    ->  class 2\|2  [0.911]

Rule 9/236: (10.2, lift 9.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -1.615908
    PC8 <= 0.02357382
    PC34 <= 1.066212
    PC47 <= -0.8744069
    PC95 <= -0.2686553
    ->  class 2\|2  [0.910]

Rule 9/237: (8.8, lift 9.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.01416879
    PC8 <= 0.02357382
    PC47 > -0.8744069
    ->  class 2\|2  [0.907]

Rule 9/238: (181.2/16.3, lift 9.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= 2.29004
    PC12 <= 1.722267
    PC31 > -1.640161
    PC32 <= 0.9619102
    PC40 <= -1.163566
    PC56 > -0.3465867
    PC96 > -0.5880364
    ->  class 2\|2  [0.906]

Rule 9/239: (9.2, lift 9.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.02357382
    PC8 <= 2.29004
    PC12 > 1.722267
    PC19 > -0.7097048
    PC26 <= 4.11563
    PC73 > -0.0005048831
    ->  class 2\|2  [0.903]

Rule 9/240: (9.5/0.2, lift 9.7)
    PC1 > -0.430681
    PC1 <= -0.1814509
    PC8 > -3.591267
    PC9 <= -1.841855
    ->  class 2\|2  [0.897]

Rule 9/241: (66.4/6.2, lift 9.7)
    PC8 > -3.393956
    PC8 <= -1.615908
    PC9 > 8.173388
    PC47 > -0.779565
    PC68 <= 3.328794
    ->  class 2\|2  [0.895]

Rule 9/242: (229.6/35.3, lift 9.1)
    PC2 <= -1.074925
    PC8 > 0.02357382
    PC8 <= 2.29004
    PC12 <= 1.722267
    PC23 > 0.8950061
    PC27 > -0.6246462
    PC32 <= 0.9619102
    PC77 <= 0.1170096
    ->  class 2\|2  [0.843]

Rule 9/243: (14.7/2, lift 8.8)
    PC1 <= -0.430681
    PC8 > 2.29004
    PC23 > 1.564079
    ->  class 2\|2  [0.818]

Rule 9/244: (15.8/2.3, lift 8.8)
    PC1 <= -0.430681
    PC2 <= -1.074925
    PC8 > 0.02357382
    PC8 <= 2.29004
    PC12 <= 1.722267
    PC32 <= 0.9619102
    PC56 <= -0.3465867
    PC91 <= -0.08565091
    PC96 > -0.5880364
    ->  class 2\|2  [0.811]

Rule 9/245: (78.5/18.6, lift 8.2)
    PC1 <= -0.430681
    PC8 > -3.393956
    PC8 <= -1.615908
    PC19 > -3.140827
    PC25 > 0.2356781
    PC28 > -0.2747726
    PC29 <= 0.2792483
    PC43 > -0.4935798
    ->  class 2\|2  [0.756]

Rule 9/246: (48.2/11.4, lift 8.1)
    PC1 > -0.1814509
    PC3 <= 0.3946835
    PC6 > -3.169151
    PC8 > -3.591267
    PC8 <= 0.03116684
    PC16 > -1.941889
    PC19 > -1.342918
    PC35 <= 0.78619
    PC83 <= -0.130059
    PC86 <= 0.6530707
    ->  class 2\|2  [0.754]

Rule 9/247: (97.8/42.4, lift 6.1)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC19 > -0.7097048
    PC27 <= -0.9365607
    ->  class 2\|2  [0.565]

Rule 9/248: (208.2, lift 8.3)
    PC2 <= 2.5099
    PC8 <= -3.393956
    PC17 <= 0.1117543
    PC19 > -1.491111
    PC43 <= 1.673128
    PC85 <= 0.4757593
    PC99 <= 3.40659
    ->  class 2\|3  [0.995]

Rule 9/249: (116.7, lift 8.3)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC8 <= -3.591267
    PC19 > -1.607163
    PC57 <= 0.2258642
    PC85 <= 0.4219957
    PC88 > -0.1708522
    ->  class 2\|3  [0.992]

Rule 9/250: (107.4, lift 8.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -1.615908
    PC8 <= 0.01416879
    PC28 > -0.1979612
    PC28 <= 0.05317707
    PC44 > -0.808265
    PC45 <= 0.2825942
    PC48 <= 0.6496715
    PC58 <= 0.2519042
    PC64 <= -0.3144777
    PC67 <= 0.5072189
    ->  class 2\|3  [0.991]

Rule 9/251: (96.5, lift 8.3)
    PC1 <= -0.430681
    PC8 > -3.393956
    PC8 <= -1.615908
    PC19 <= -3.140827
    PC56 > -0.1396661
    PC77 <= 0.7114283
    PC95 <= 0.0983755
    ->  class 2\|3  [0.990]

Rule 9/252: (67.9, lift 8.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -1.615908
    PC8 <= 0.02357382
    PC34 <= 1.066212
    PC47 <= -0.8744069
    PC82 <= -0.216042
    PC95 > -0.2686553
    ->  class 2\|3  [0.986]

Rule 9/253: (62.7, lift 8.2)
    PC8 <= -1.615908
    PC47 > -0.779565
    PC68 > 3.328794
    ->  class 2\|3  [0.985]

Rule 9/254: (45.9, lift 8.2)
    PC1 <= -0.430681
    PC8 <= -3.393956
    PC16 > 0.3362597
    PC36 <= 1.237872
    PC85 > 0.4757593
    ->  class 2\|3  [0.979]

Rule 9/255: (44.2, lift 8.2)
    PC8 <= -3.393956
    PC19 <= -1.491111
    PC94 > 0.8244115
    ->  class 2\|3  [0.978]

Rule 9/256: (42.2, lift 8.2)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 <= 0.3946835
    PC6 > -3.169151
    PC8 > -3.591267
    PC8 <= 0.03116684
    PC14 > -1.848327
    PC16 > -1.941889
    PC19 > -1.342918
    PC67 > -0.4050675
    PC83 > -0.130059
    PC86 <= 0.6530707
    ->  class 2\|3  [0.977]

Rule 9/257: (53.9/1.1, lift 8.1)
    PC2 <= 2.5099
    PC8 <= -3.393956
    PC23 > 2.28391
    PC46 <= 0.413431
    ->  class 2\|3  [0.962]

Rule 9/258: (23.6, lift 8.0)
    PC1 <= -0.430681
    PC8 <= 2.29004
    PC12 > 1.722267
    PC26 > 4.11563
    ->  class 2\|3  [0.961]

Rule 9/259: (96.7/3.1, lift 8.0)
    PC1 <= -0.430681
    PC8 <= -1.615908
    PC19 <= -3.140827
    PC22 <= -1.633252
    ->  class 2\|3  [0.958]

Rule 9/260: (20.1, lift 8.0)
    PC1 <= -0.430681
    PC5 > 2.279655
    PC8 <= -1.615908
    ->  class 2\|3  [0.955]

Rule 9/261: (52/1.9, lift 7.9)
    PC1 <= -0.430681
    PC8 <= -3.393956
    PC53 > 1.224
    PC85 <= 0.4757593
    PC99 <= 3.40659
    ->  class 2\|3  [0.947]

Rule 9/262: (15.2, lift 7.9)
    PC1 <= -0.430681
    PC8 > -1.615908
    PC8 <= 0.02357382
    PC19 <= -3.731768
    ->  class 2\|3  [0.942]

Rule 9/263: (15, lift 7.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC23 <= 1.564079
    PC24 > 1.275011
    ->  class 2\|3  [0.941]

Rule 9/264: (14, lift 7.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -1.615908
    PC8 <= 0.02357382
    PC45 > 0.2825942
    PC47 > -0.8744069
    PC61 > 1.034484
    ->  class 2\|3  [0.937]

Rule 9/265: (14.5, lift 7.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= 0.02357382
    PC35 > 0.6570984
    PC45 > 0.2825942
    PC47 > -0.8744069
    ->  class 2\|3  [0.934]

Rule 9/266: (616.1/41.2, lift 7.8)
    PC1 <= -0.430681
    PC8 > -3.393956
    PC8 <= -1.615908
    PC9 <= 8.173388
    PC11 > -4.141527
    PC19 > -3.140827
    PC25 <= 0.2356781
    PC28 > -0.2747726
    PC29 <= 0.2792483
    PC41 <= 7.594835
    PC43 > -0.4935798
    PC47 > -0.779565
    PC68 > -0.8945875
    ->  class 2\|3  [0.932]

Rule 9/267: (407.4/30.3, lift 7.7)
    PC1 <= -0.430681
    PC8 <= -3.393956
    PC19 > -1.491111
    PC24 > -0.04271775
    PC32 <= 3.730523
    PC43 <= 1.673128
    PC46 <= 0.413431
    PC85 <= 0.4757593
    ->  class 2\|3  [0.924]

Rule 9/268: (17.1/0.5, lift 7.7)
    PC2 <= 2.5099
    PC8 <= -3.393956
    PC20 <= 0.560607
    PC36 <= 1.237872
    PC62 > 0.831696
    PC85 > 0.4757593
    ->  class 2\|3  [0.924]

Rule 9/269: (11.2, lift 7.7)
    PC1 <= -0.430681
    PC8 > -3.393956
    PC8 <= -1.615908
    PC19 <= 1.490475
    PC47 <= -0.779565
    PC53 <= -0.6138542
    ->  class 2\|3  [0.924]

Rule 9/270: (117.6/9.5, lift 7.6)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC8 <= -3.591267
    PC19 > -1.607163
    PC48 <= 0.6820294
    PC57 <= 0.2258642
    ->  class 2\|3  [0.912]

Rule 9/271: (30.4/2.4, lift 7.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -1.615908
    PC8 <= 0.02357382
    PC15 <= 4.321576
    PC26 <= -2.258385
    PC29 > -0.2439684
    PC47 > -0.8744069
    PC96 > -0.7712488
    ->  class 2\|3  [0.894]

Rule 9/272: (118.3/12.5, lift 7.4)
    PC1 <= -0.430681
    PC8 <= -3.393956
    PC25 > 0.29941
    ->  class 2\|3  [0.888]

Rule 9/273: (241.6/26.4, lift 7.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC7 <= 1.051963
    PC8 > -1.615908
    PC8 <= 0.02357382
    PC19 <= 3.394219
    PC23 > -1.045798
    PC28 > -0.1979612
    PC28 <= 0.05317707
    PC44 > -0.808265
    PC45 <= 0.2825942
    PC46 <= 0.7840141
    PC48 <= 0.6496715
    PC54 <= 1.308325
    PC57 > -0.0803154
    PC63 <= 0.1486803
    PC67 <= 0.5072189
    PC77 > -0.4775279
    PC100 > -0.7894184
    ->  class 2\|3  [0.887]

Rule 9/274: (85.7/9.7, lift 7.4)
    PC1 <= -0.430681
    PC8 <= -3.393956
    PC46 > 0.413431
    ->  class 2\|3  [0.878]

Rule 9/275: (21/4.4, lift 6.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.02357382
    PC8 <= 2.29004
    PC12 > 1.722267
    PC39 <= -0.4145089
    ->  class 2\|3  [0.766]

Rule 9/276: (1554/419, lift 6.1)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -1.615908
    PC9 <= 8.173388
    PC11 > -4.141527
    PC19 > -3.140827
    PC36 <= 1.237872
    PC47 > -0.779565
    PC90 <= 0.3040766
    ->  class 2\|3  [0.730]

Rule 9/277: (52.6/13.7, lift 6.1)
    PC8 > -3.393956
    PC8 <= -1.615908
    PC19 > 1.490475
    PC28 > -0.2747726
    PC47 <= -0.779565
    ->  class 2\|3  [0.730]

Rule 9/278: (28.9/8.2, lift 5.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.02357382
    PC8 <= 2.29004
    PC12 <= 1.722267
    PC19 <= 0.7069203
    PC32 <= 0.9619102
    PC51 > -0.07302494
    PC56 <= -0.3465867
    ->  class 2\|3  [0.702]

Rule 9/279: (16.4/7, lift 4.7)
    PC2 <= 2.5099
    PC6 <= -3.169151
    PC23 > 1.996138
    ->  class 2\|3  [0.565]

Rule 9/280: (76.3, lift 25.2)
    PC8 <= -3.393956
    PC12 > -0.7680604
    PC43 > 1.673128
    PC85 <= 0.4757593
    ->  class 2\|4  [0.987]

Rule 9/281: (46.9, lift 25.0)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC48 > 0.6820294
    PC85 > 0.4219957
    ->  class 2\|4  [0.980]

Rule 9/282: (47.7, lift 25.0)
    PC8 <= -1.615908
    PC9 <= 8.173388
    PC41 > 7.594835
    PC43 > -0.4935798
    ->  class 2\|4  [0.980]

Rule 9/283: (45, lift 25.0)
    PC1 <= -0.430681
    PC8 <= 0.02357382
    PC19 <= -3.140827
    PC56 <= -0.1396661
    ->  class 2\|4  [0.979]

Rule 9/284: (95.7/1, lift 25.0)
    PC1 <= -0.430681
    PC8 <= 0.02357382
    PC19 <= -3.140827
    PC22 > -1.633252
    PC95 > 0.0983755
    ->  class 2\|4  [0.979]

Rule 9/285: (194.7/4, lift 24.8)
    PC1 <= -0.430681
    PC5 <= 2.279655
    PC8 <= -3.393956
    PC16 <= 0.3362597
    PC20 <= 0.560607
    PC25 <= 0.29941
    PC46 <= 0.413431
    PC62 <= 0.831696
    PC85 > 0.4757593
    ->  class 2\|4  [0.974]

Rule 9/286: (27.2, lift 24.6)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC8 <= -3.591267
    PC19 > -1.607163
    PC57 > 0.2258642
    ->  class 2\|4  [0.966]

Rule 9/287: (54.3/0.9, lift 24.6)
    PC1 <= -0.430681
    PC8 > -3.393956
    PC8 <= -1.615908
    PC19 <= 1.490475
    PC47 <= -0.779565
    PC53 > -0.6138542
    ->  class 2\|4  [0.966]

Rule 9/288: (25.9, lift 24.6)
    PC1 <= -0.430681
    PC19 <= -3.140827
    PC77 > 0.7114283
    ->  class 2\|4  [0.964]

Rule 9/289: (15.8, lift 24.1)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -3.393956
    PC11 <= -4.141527
    ->  class 2\|4  [0.944]

Rule 9/290: (14.6, lift 24.0)
    PC8 <= -3.393956
    PC46 <= 0.413431
    PC85 <= 0.4757593
    PC99 > 3.40659
    ->  class 2\|4  [0.940]

Rule 9/291: (22.2/0.8, lift 23.6)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 <= 0.3946835
    PC6 > -3.169151
    PC16 > -1.941889
    PC19 > -1.342918
    PC67 <= -0.4050675
    ->  class 2\|4  [0.926]

Rule 9/292: (66.2/4.2, lift 23.6)
    PC1 <= -0.430681
    PC8 <= -3.393956
    PC17 > 0.1117543
    PC19 > -1.491111
    PC24 <= -0.04271775
    ->  class 2\|4  [0.924]

Rule 9/293: (227.9/32.5, lift 21.8)
    PC1 <= -0.430681
    PC8 <= -3.393956
    PC19 <= -1.491111
    PC23 <= 2.28391
    PC46 <= 0.413431
    PC53 <= 1.224
    PC94 <= 0.8244115
    ->  class 2\|4  [0.854]

Rule 9/294: (20.4/4.9, lift 18.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -1.615908
    PC8 <= 0.02357382
    PC47 <= -0.8744069
    PC82 > -0.216042
    PC95 > -0.2686553
    ->  class 2\|4  [0.737]

Rule 9/295: (42.5/19.2, lift 13.9)
    PC1 <= -0.430681
    PC8 > -3.393956
    PC8 <= -1.615908
    PC28 <= -0.2747726
    ->  class 2\|4  [0.546]

Default class: 2\|3

-----  Trial 10:  -----

Rules:

Rule 10/1: (112.7, lift 16.9)
    PC2 > 2.5099
    PC10 <= -0.6148984
    PC18 > -0.4677226
    PC21 > -0.4086362
    PC24 > -0.07951631
    PC49 > 0.4054496
    PC53 <= 0.4616049
    PC76 <= 0.7417731
    PC87 <= 0.1198898
    ->  class 0\|0  [0.991]

Rule 10/2: (96.2, lift 16.8)
    PC1 > -0.7784119
    PC12 <= -1.161961
    PC14 > -1.775794
    PC18 > 2.129967
    PC62 <= 2.242246
    ->  class 0\|0  [0.990]

Rule 10/3: (236.8/1.9, lift 16.8)
    PC1 > -0.7784119
    PC3 > -3.960161
    PC9 <= 0.6279278
    PC12 > -0.815518
    PC13 <= -0.04686175
    PC18 > 2.790875
    PC21 > -0.8726107
    PC27 > -2.597364
    PC32 > -0.3788766
    PC37 > -1.85303
    PC51 <= 0.3593292
    PC61 <= 0.08386239
    PC63 > -0.8122117
    ->  class 0\|0  [0.988]

Rule 10/4: (47.1, lift 16.6)
    PC2 > 2.5099
    PC3 > -1.949545
    PC3 <= 1.640775
    PC18 > -0.4677226
    PC71 > 0.6533293
    ->  class 0\|0  [0.978]

Rule 10/5: (97/1.2, lift 16.6)
    PC1 > -0.7784119
    PC13 <= 6.880823
    PC18 > 2.129967
    PC20 <= -2.544282
    PC32 <= -0.3788766
    ->  class 0\|0  [0.978]

Rule 10/6: (42.9/0.1, lift 16.6)
    PC13 <= 6.880823
    PC14 > -1.775794
    PC18 > 2.129967
    PC37 <= -1.85303
    PC56 <= 1.207356
    PC79 <= -0.7399817
    ->  class 0\|0  [0.975]

Rule 10/7: (28.6, lift 16.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 <= -1.443306
    PC13 <= 6.880823
    PC14 > -1.775794
    PC17 > -3.462449
    PC18 > -0.4677226
    PC21 > -0.4086362
    ->  class 0\|0  [0.967]

Rule 10/8: (51.2/0.8, lift 16.4)
    PC1 > -0.7784119
    PC13 <= 6.880823
    PC18 > 2.129967
    PC40 > 3.115261
    ->  class 0\|0  [0.966]

Rule 10/9: (24.7, lift 16.4)
    PC2 > 2.5099
    PC3 > -1.949545
    PC3 <= 1.640775
    PC18 > -0.4677226
    PC81 <= -0.8032476
    PC87 <= 0.1198898
    ->  class 0\|0  [0.962]

Rule 10/10: (203.4/8.5, lift 16.2)
    PC1 > -0.7784119
    PC13 <= 6.880823
    PC18 > 2.790875
    PC56 <= 1.207356
    PC58 > -3.10427
    PC62 > 0.2032153
    ->  class 0\|0  [0.954]

Rule 10/11: (20.7, lift 16.2)
    PC1 > -0.7784119
    PC18 > 2.790875
    PC20 > -2.544282
    PC21 > -0.8726107
    PC21 <= -0.8439173
    ->  class 0\|0  [0.953]

Rule 10/12: (306.1/14.4, lift 16.2)
    PC1 > -0.7784119
    PC9 <= 0.6279278
    PC13 <= -0.04686175
    PC18 > 2.790875
    PC21 > -0.8726107
    PC27 > -2.597364
    PC32 > -0.3788766
    PC37 > -1.85303
    PC51 <= 0.3593292
    PC63 > -0.8122117
    PC86 > -0.5266995
    ->  class 0\|0  [0.950]

Rule 10/13: (25.1/0.6, lift 16.0)
    PC2 > 2.5099
    PC3 > -1.949545
    PC3 <= 1.640775
    PC18 > -0.4677226
    PC21 > -0.4086362
    PC51 > 0.3430175
    PC53 <= 0.4616049
    PC87 <= 0.1198898
    ->  class 0\|0  [0.942]

Rule 10/14: (317.3/22, lift 15.8)
    PC1 > -0.7784119
    PC13 <= 6.880823
    PC18 > 2.790875
    PC21 > -0.8726107
    PC27 > -2.597364
    PC35 <= 0.01966005
    PC37 > -1.85303
    PC56 <= 1.207356
    PC58 > -3.10427
    PC63 > -0.8122117
    ->  class 0\|0  [0.928]

Rule 10/15: (41.6/2.2, lift 15.8)
    PC1 > -0.7784119
    PC18 > 2.790875
    PC32 <= -0.3788766
    PC65 <= -1.130438
    PC99 <= 2.222162
    ->  class 0\|0  [0.927]

Rule 10/16: (14.3/0.2, lift 15.7)
    PC1 > -0.7784119
    PC18 > 2.129967
    PC21 <= -0.8726107
    PC62 <= 0.2032153
    PC85 <= -0.1128362
    ->  class 0\|0  [0.926]

Rule 10/17: (64.3/4.1, lift 15.7)
    PC2 > 2.5099
    PC13 <= 6.880823
    PC14 > -1.775794
    PC18 > 2.129967
    PC24 <= -3.445012
    PC62 <= 2.242246
    ->  class 0\|0  [0.923]

Rule 10/18: (24.2/1.2, lift 15.5)
    PC3 > -1.949545
    PC18 > -0.4677226
    PC21 > -0.4086362
    PC34 > 2.34313
    PC49 <= 0.4054496
    PC87 <= 0.1198898
    ->  class 0\|0  [0.914]

Rule 10/19: (9.1, lift 15.5)
    PC13 > 6.880823
    PC18 > 3.718587
    PC31 > 0.1783828
    ->  class 0\|0  [0.910]

Rule 10/20: (4.4, lift 14.3)
    PC1 <= -0.7784119
    PC13 <= 6.880823
    PC18 > 2.129967
    PC24 > -3.445012
    PC29 <= -2.842779
    ->  class 0\|0  [0.843]

Rule 10/21: (4.3, lift 14.3)
    PC13 > 6.880823
    PC18 > 3.718587
    PC37 <= -0.2538081
    ->  class 0\|0  [0.840]

Rule 10/22: (46.6/7.6, lift 14.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC8 > -0.1886026
    PC13 <= 0.5753061
    PC18 > -0.4677226
    PC32 > 0.06650951
    PC43 <= 1.71847
    PC86 <= -1.288112
    ->  class 0\|0  [0.824]

Rule 10/23: (429.4/133.1, lift 11.7)
    PC3 > -1.949545
    PC18 > 2.059208
    ->  class 0\|0  [0.689]

Rule 10/24: (125.6, lift 12.0)
    PC2 > 2.5099
    PC3 > -1.949545
    PC3 <= 1.640775
    PC18 > -0.4677226
    PC18 <= 2.129967
    PC21 <= -0.4086362
    ->  class 0\|1  [0.992]

Rule 10/25: (85.5, lift 11.9)
    PC2 > 2.5099
    PC3 > -1.506377
    PC3 <= 1.640775
    PC8 > -0.3520953
    PC15 > -0.1307071
    PC18 > -1.136285
    PC18 <= -0.4677226
    PC28 <= -0.05259333
    ->  class 0\|1  [0.989]

Rule 10/26: (43.2, lift 11.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC5 <= -1.206507
    PC18 <= -0.4677226
    PC28 <= 0.2464169
    ->  class 0\|1  [0.978]

Rule 10/27: (47.2/0.6, lift 11.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC10 <= -0.6148984
    PC18 > -0.4677226
    PC21 > -0.4086362
    PC76 > 0.7417731
    PC87 <= 0.1198898
    ->  class 0\|1  [0.968]

Rule 10/28: (198.5/9.9, lift 11.4)
    PC3 <= -0.5252459
    PC13 <= 6.880823
    PC14 > -1.775794
    PC18 > 2.129967
    PC18 <= 2.790875
    PC20 > -2.594427
    PC29 <= 1.437989
    PC31 <= 0.2583246
    PC40 <= 3.115261
    PC48 <= 0.5145028
    PC53 > -0.6847924
    PC62 > -1.134293
    PC70 > -1.117484
    PC80 > -0.4595938
    ->  class 0\|1  [0.946]

Rule 10/29: (27.1/1.8, lift 10.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -1.136285
    PC18 <= -0.4677226
    PC20 > -4.323125
    PC43 <= -1.068515
    PC54 <= 3.096431
    ->  class 0\|1  [0.902]

Rule 10/30: (48.2/8.3, lift 9.8)
    PC2 > 2.5099
    PC14 > -1.775794
    PC18 > 2.790875
    PC37 <= -1.85303
    PC62 <= 0.2032153
    PC79 > -0.7399817
    ->  class 0\|1  [0.814]

Rule 10/31: (46.4/11, lift 9.1)
    PC3 <= 1.640775
    PC18 <= -0.4677226
    PC29 > -7.534168
    PC54 <= 3.096431
    PC57 > 0.2684259
    PC78 > 1.729346
    ->  class 0\|1  [0.752]

Rule 10/32: (3495.4/2036, lift 5.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -0.4677226
    ->  class 0\|1  [0.418]

Rule 10/33: (109.9, lift 9.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 <= -0.4677226
    PC28 > -1.609339
    PC40 > -2.69639
    PC57 <= 1.474847
    PC68 > 0.3249009
    PC75 <= 0.3975095
    PC84 <= 0.1122488
    PC94 <= 0.4247063
    PC98 > -0.5151101
    PC98 <= 1.034072
    ->  class 0\|2  [0.991]

Rule 10/34: (103.7, lift 9.1)
    PC2 > 2.5099
    PC14 <= -1.775794
    PC18 > -0.4677226
    PC42 > -1.626274
    ->  class 0\|2  [0.991]

Rule 10/35: (101.8/0.1, lift 9.1)
    PC20 > -2.883198
    PC26 > -2.09578
    PC30 <= -3.370784
    PC54 <= 3.096431
    PC78 > -1.400105
    PC82 <= 0.4653322
    ->  class 0\|2  [0.989]

Rule 10/36: (90.1, lift 9.1)
    PC4 > 9.305666
    PC18 <= -0.4677226
    PC20 > -2.883198
    ->  class 0\|2  [0.989]

Rule 10/37: (111.3/0.4, lift 9.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC10 > 0.5627666
    PC13 <= 0.5753061
    PC18 > -0.4677226
    PC18 <= 2.129967
    PC27 <= 2.505427
    PC32 <= 0.06650951
    PC43 <= 1.71847
    ->  class 0\|2  [0.988]

Rule 10/38: (71.6, lift 9.0)
    PC3 <= 1.640775
    PC14 > -0.6328624
    PC18 <= -1.136285
    PC20 <= 4.851933
    PC28 <= -1.609339
    PC46 <= 0.5684413
    PC56 > -8.900821
    PC70 <= 0.9779814
    ->  class 0\|2  [0.986]

Rule 10/39: (71.5, lift 9.0)
    PC3 <= 1.640775
    PC5 > -1.206507
    PC14 > -0.6328624
    PC18 <= -1.136285
    PC20 > -2.883198
    PC20 <= 4.851933
    PC46 <= 0.5684413
    PC54 <= 3.096431
    PC57 > 1.474847
    PC73 <= 1.983331
    PC78 > -1.400105
    ->  class 0\|2  [0.986]

Rule 10/40: (66.2, lift 9.0)
    PC2 > 2.5099
    PC18 > -2.012766
    PC18 <= -0.4677226
    PC20 > -2.883198
    PC46 <= 0.5684413
    PC57 <= 1.474847
    PC79 > 1.231971
    PC84 > -1.348797
    ->  class 0\|2  [0.985]

Rule 10/41: (63.7, lift 9.0)
    PC9 > -0.2658859
    PC9 <= 0.5571359
    PC14 > -0.6328624
    PC18 <= -0.4677226
    PC30 > 1.385025
    PC32 > -1.704439
    PC40 > -2.69639
    PC57 <= 1.474847
    PC70 > -0.4726349
    PC98 <= 1.034072
    ->  class 0\|2  [0.985]

Rule 10/42: (62.7, lift 9.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC9 > 0.5571359
    PC18 <= -1.136285
    PC20 > -2.883198
    PC50 <= 0.4407904
    PC78 <= 1.729346
    ->  class 0\|2  [0.985]

Rule 10/43: (169.8/1.6, lift 9.0)
    PC3 <= -3.774415
    PC13 > 6.880823
    PC18 > -0.4677226
    PC18 <= 3.718587
    PC35 > -0.3969824
    PC64 <= 1.88732
    PC90 <= 2.342756
    ->  class 0\|2  [0.985]

Rule 10/44: (51.9, lift 9.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC9 > -0.2658859
    PC9 <= 0.5571359
    PC18 > -2.012766
    PC18 <= -0.4677226
    PC20 > -2.883198
    PC32 > -1.704439
    PC54 <= 3.096431
    PC57 <= 1.474847
    PC61 > -0.3029197
    PC74 <= 0.7843596
    PC82 <= 0.4653322
    PC99 > 0.3203414
    ->  class 0\|2  [0.981]

Rule 10/45: (47.6, lift 9.0)
    PC3 <= 1.640775
    PC14 > -0.6328624
    PC18 <= -1.136285
    PC20 > -2.883198
    PC26 > -2.09578
    PC46 <= 0.5684413
    PC54 <= 3.096431
    PC81 > 1.244725
    ->  class 0\|2  [0.980]

Rule 10/46: (48.5, lift 9.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC14 > -0.6328624
    PC18 <= -0.4677226
    PC20 > -2.883198
    PC22 > 1.86412
    PC26 > -2.09578
    PC41 <= 0.5409865
    PC54 <= 3.096431
    PC56 > -8.900821
    ->  class 0\|2  [0.980]

Rule 10/47: (45.5, lift 9.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 <= -0.4677226
    PC19 <= -0.1012639
    PC20 > -2.883198
    PC40 > -2.69639
    PC61 > -0.3029197
    PC70 > -0.4726349
    PC73 <= 1.983331
    PC74 <= 0.7843596
    PC85 > -0.6814473
    ->  class 0\|2  [0.979]

Rule 10/48: (44.3, lift 9.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC14 > -0.6328624
    PC18 <= -0.4677226
    PC20 <= 4.851933
    PC26 > 1.409878
    PC61 > -0.3029197
    PC74 <= 0.7843596
    PC78 > -1.400105
    PC86 <= 2.622587
    ->  class 0\|2  [0.978]

Rule 10/49: (93.5/1.4, lift 8.9)
    PC2 > 2.5099
    PC3 <= -1.949545
    PC13 <= 0.5753061
    PC18 > -0.4677226
    PC18 <= 1.112413
    PC20 <= 2.041625
    PC32 <= 0.06650951
    PC43 <= 1.71847
    PC47 <= 0.7839843
    PC97 <= -0.2877332
    ->  class 0\|2  [0.975]

Rule 10/50: (35.1, lift 8.9)
    PC4 <= -8.287465
    PC18 <= -1.136285
    ->  class 0\|2  [0.973]

Rule 10/51: (139.9/3, lift 8.9)
    PC13 > 6.880823
    PC17 > 0.6527454
    PC18 > -0.4677226
    PC18 <= 3.718587
    PC35 > -0.3969824
    PC64 <= 1.88732
    ->  class 0\|2  [0.972]

Rule 10/52: (61.5/0.9, lift 8.9)
    PC1 <= -0.822493
    PC2 > 2.5099
    PC14 > -0.6328624
    PC18 <= -1.136285
    PC20 > -2.883198
    PC40 > -2.69639
    PC46 <= 0.5684413
    PC54 <= 3.096431
    PC78 > -1.400105
    PC86 <= 2.622587
    ->  class 0\|2  [0.971]

Rule 10/53: (34.4, lift 8.9)
    PC14 > -0.6328624
    PC18 <= -1.136285
    PC20 > -2.883198
    PC28 > 3.256614
    ->  class 0\|2  [0.971]

Rule 10/54: (33.3, lift 8.9)
    PC2 > 2.5099
    PC14 > -0.6328624
    PC18 <= -2.012766
    PC20 <= 4.851933
    PC37 <= -0.5945614
    PC46 <= 0.5684413
    PC61 > -0.3029197
    PC73 <= 1.983331
    PC82 <= 0.4653322
    PC84 <= 0.1122488
    PC86 <= 2.622587
    ->  class 0\|2  [0.970]

Rule 10/55: (91.7/1.8, lift 8.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 <= -0.4677226
    PC20 > -2.883198
    PC20 <= 4.851933
    PC35 > -0.5812685
    PC40 > -2.69639
    PC46 <= 0.4634584
    PC55 <= 0.1917603
    PC61 > -0.3029197
    PC74 <= 0.7843596
    PC75 <= 0.3975095
    PC87 > -0.4508406
    PC94 > 0.4247063
    PC98 <= 1.034072
    ->  class 0\|2  [0.970]

Rule 10/56: (28.8, lift 8.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC8 <= -0.1886026
    PC14 > -1.775794
    PC18 > -0.4677226
    PC18 <= 2.129967
    PC32 > 0.06650951
    ->  class 0\|2  [0.968]

Rule 10/57: (27.8, lift 8.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC14 > -0.6328624
    PC18 <= -0.4677226
    PC19 > -0.5516042
    PC29 > -7.534168
    PC32 > -1.704439
    PC40 > -2.69639
    PC46 <= 0.5684413
    PC74 <= -1.623246
    PC86 <= 2.622587
    ->  class 0\|2  [0.966]

Rule 10/58: (27.3, lift 8.8)
    PC2 > 2.5099
    PC4 > 0.5807939
    PC8 <= -0.3520953
    PC15 > -0.1307071
    PC18 <= -0.4677226
    PC20 > -4.323125
    PC28 <= -0.05259333
    ->  class 0\|2  [0.966]

Rule 10/59: (26.6, lift 8.8)
    PC2 > 2.5099
    PC5 > -1.206507
    PC14 > -0.6328624
    PC18 <= -1.136285
    PC19 > -0.5516042
    PC41 > 0.5409865
    PC78 <= 1.729346
    ->  class 0\|2  [0.965]

Rule 10/60: (176/5.5, lift 8.8)
    PC2 > 2.5099
    PC3 <= -1.949545
    PC13 <= 0.5753061
    PC18 > -0.4677226
    PC18 <= 1.112413
    PC20 <= 2.041625
    PC32 <= 0.06650951
    PC43 <= 1.71847
    PC57 <= 0.8966972
    PC60 > -0.3346644
    ->  class 0\|2  [0.964]

Rule 10/61: (23.5, lift 8.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 > 0.5807939
    PC15 <= -0.1307071
    PC18 > -1.136285
    PC18 <= -0.4677226
    PC20 > -4.323125
    PC28 <= -0.05259333
    ->  class 0\|2  [0.961]

Rule 10/62: (57.1/1.4, lift 8.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 <= -1.136285
    PC19 > -0.5516042
    PC32 <= -1.704439
    PC40 > -3.323119
    PC54 <= 3.096431
    ->  class 0\|2  [0.960]

Rule 10/63: (250.4/9, lift 8.8)
    PC2 > 2.5099
    PC3 <= -1.506377
    PC15 > -1.325352
    PC18 > -1.136285
    PC18 <= -0.4677226
    PC20 > -4.323125
    PC34 <= 3.940006
    PC42 <= 0.7127923
    PC43 > -1.068515
    ->  class 0\|2  [0.960]

Rule 10/64: (139.8/5, lift 8.8)
    PC2 > 2.5099
    PC18 <= -1.136285
    PC19 > -0.5516042
    PC20 > -2.883198
    PC20 <= 4.851933
    PC46 <= 0.5684413
    PC61 <= -0.3029197
    PC69 > -1.686525
    PC73 <= 1.983331
    PC74 <= 0.7843596
    PC78 > -1.400105
    PC93 > -0.8618639
    PC96 > -0.8999735
    ->  class 0\|2  [0.958]

Rule 10/65: (22.5, lift 8.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC14 > -0.6328624
    PC18 <= -0.4677226
    PC20 > -2.883198
    PC46 <= 0.5684413
    PC51 <= -1.052437
    PC75 <= 0.3975095
    PC78 > -1.400105
    PC98 > -0.5151101
    ->  class 0\|2  [0.956]

Rule 10/66: (48.8/1.3, lift 8.7)
    PC2 > 2.5099
    PC18 <= -1.136285
    PC20 > -2.883198
    PC20 <= 4.851933
    PC40 > -2.69639
    PC61 > -0.3029197
    PC78 > -1.400105
    PC78 <= 1.729346
    PC85 <= -0.6814473
    PC86 <= 2.622587
    PC98 > -0.5151101
    ->  class 0\|2  [0.954]

Rule 10/67: (33.9/0.8, lift 8.7)
    PC2 > 2.5099
    PC5 > -1.206507
    PC9 > -0.2658859
    PC16 <= 0.1506982
    PC18 <= -1.136285
    PC20 > -2.883198
    PC78 <= 1.729346
    ->  class 0\|2  [0.950]

Rule 10/68: (20.3/0.1, lift 8.7)
    PC14 > -0.6328624
    PC18 <= -0.4677226
    PC20 <= -2.883198
    PC26 <= -0.5666324
    PC40 > -2.69639
    ->  class 0\|2  [0.949]

Rule 10/69: (30.6/0.6, lift 8.7)
    PC14 > -0.6328624
    PC18 <= -0.4677226
    PC19 > -0.5516042
    PC20 <= -2.883198
    PC29 > -7.534168
    PC40 > -2.69639
    PC65 > 0.9813831
    PC78 <= 1.729346
    ->  class 0\|2  [0.949]

Rule 10/70: (23.8/0.4, lift 8.7)
    PC15 > 0.3693528
    PC18 <= -1.136285
    PC54 <= 3.096431
    PC57 <= 0.2684259
    PC78 > 1.729346
    ->  class 0\|2  [0.948]

Rule 10/71: (17, lift 8.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC9 > -0.2658859
    PC32 > -1.704439
    PC61 > -0.3029197
    PC73 <= 1.983331
    PC74 <= 0.7843596
    PC78 > -1.400105
    PC80 > 0.5676203
    PC84 <= 0.1122488
    ->  class 0\|2  [0.947]

Rule 10/72: (113.7/5.3, lift 8.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC14 > -0.6328624
    PC18 > -2.012766
    PC18 <= -0.4677226
    PC19 > -0.5516042
    PC20 > -2.883198
    PC24 <= -0.7603061
    PC70 > -0.4726349
    PC74 <= 0.7843596
    PC75 <= 0.3975095
    PC99 <= 0.3203414
    ->  class 0\|2  [0.945]

Rule 10/73: (16.1, lift 8.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 6.880823
    PC17 > -3.462449
    PC18 > -0.4677226
    PC18 <= 1.112413
    PC32 <= 0.06650951
    PC47 > 0.7839843
    PC60 <= -0.3346644
    ->  class 0\|2  [0.945]

Rule 10/74: (165.8/9.2, lift 8.6)
    PC2 > 2.5099
    PC3 <= -1.506377
    PC18 > -1.136285
    PC18 <= -0.4677226
    PC20 > -4.323125
    PC34 > -2.417706
    PC43 > -1.068515
    PC54 <= 3.096431
    PC78 <= 0.1014913
    ->  class 0\|2  [0.939]

Rule 10/75: (25.9/0.8, lift 8.6)
    PC3 > -1.506377
    PC4 > 0.5807939
    PC5 > -1.206507
    PC18 > -1.136285
    PC18 <= -0.4677226
    PC28 > -0.05259333
    ->  class 0\|2  [0.936]

Rule 10/76: (37.6/1.6, lift 8.5)
    PC2 > 2.5099
    PC9 > -0.2658859
    PC14 > -0.6328624
    PC18 <= -0.4677226
    PC20 > -2.883198
    PC20 <= 4.851933
    PC28 > -1.609339
    PC40 > -2.69639
    PC61 > -0.3029197
    PC70 <= 0.9779814
    PC84 > -1.348797
    PC84 <= -0.5479506
    ->  class 0\|2  [0.933]

Rule 10/77: (41.9/2.3, lift 8.5)
    PC2 > 2.5099
    PC9 > -0.2658859
    PC18 <= -1.136285
    PC19 > -0.5516042
    PC20 <= 4.851933
    PC35 <= -0.5812685
    PC61 > -0.3029197
    PC74 <= 0.7843596
    PC78 > -1.400105
    PC78 <= 1.729346
    ->  class 0\|2  [0.924]

Rule 10/78: (171.8/13.1, lift 8.4)
    PC3 <= 1.640775
    PC9 > -0.2658859
    PC18 <= -1.136285
    PC20 > -2.883198
    PC20 <= 4.851933
    PC25 <= 1.100654
    PC26 > -0.04930484
    PC46 <= 0.4634584
    PC50 <= 0.3922068
    PC63 > -0.3873035
    PC70 > -0.4726349
    PC75 <= 0.3975095
    PC78 > -1.400105
    PC81 <= 0.5519378
    PC82 <= 0.4653322
    PC84 > 0.1122488
    PC88 > -0.4388471
    PC98 > -0.5151101
    ->  class 0\|2  [0.919]

Rule 10/79: (94.7/7, lift 8.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 6.880823
    PC18 > -0.4677226
    PC34 > -2.487498
    PC43 > 1.71847
    ->  class 0\|2  [0.917]

Rule 10/80: (55.1/4.1, lift 8.3)
    PC2 > 2.5099
    PC13 <= 6.880823
    PC18 > -0.4677226
    PC18 <= 1.112413
    PC20 <= 2.041625
    PC32 <= 0.06650951
    PC39 > 0.6857381
    PC97 > -0.2877332
    ->  class 0\|2  [0.911]

Rule 10/81: (99.7/8.6, lift 8.3)
    PC15 <= -0.6612474
    PC18 > 2.129967
    ->  class 0\|2  [0.905]

Rule 10/82: (8.5, lift 8.3)
    PC3 > -3.774415
    PC13 > 6.880823
    PC18 > -0.4677226
    PC21 <= -0.9726083
    ->  class 0\|2  [0.905]

Rule 10/83: (8.2, lift 8.3)
    PC3 <= 1.640775
    PC14 <= -0.6328624
    PC38 <= -5.400665
    PC78 <= 1.729346
    ->  class 0\|2  [0.902]

Rule 10/84: (31.7/2.3, lift 8.2)
    PC14 > -0.6328624
    PC18 <= -0.4677226
    PC20 <= 4.851933
    PC33 > 4.897779
    ->  class 0\|2  [0.901]

Rule 10/85: (10.5/0.4, lift 8.2)
    PC14 > -0.6328624
    PC18 <= -0.4677226
    PC20 <= -2.883198
    PC41 <= 0.5409865
    PC54 <= 3.096431
    PC72 > -0.2335936
    PC75 <= -0.1911165
    PC78 <= 1.729346
    ->  class 0\|2  [0.892]

Rule 10/86: (23.4/2.2, lift 8.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC5 <= -1.206507
    PC18 <= -0.4677226
    PC28 > 0.2464169
    ->  class 0\|2  [0.875]

Rule 10/87: (73.6/11.9, lift 7.6)
    PC13 > 6.880823
    PC18 > -0.4677226
    PC31 <= 0.1783828
    PC97 <= -0.952373
    ->  class 0\|2  [0.829]

Rule 10/88: (16/2.3, lift 7.5)
    PC2 > 2.5099
    PC3 > -1.949545
    PC3 <= 1.640775
    PC10 > -0.6148984
    PC18 > -0.4677226
    PC18 <= 2.129967
    ->  class 0\|2  [0.815]

Rule 10/89: (44.6/12.3, lift 6.5)
    PC14 > -0.6328624
    PC18 <= -0.4677226
    PC19 > -0.5516042
    PC20 <= -2.883198
    PC29 > -7.534168
    PC54 <= 3.096431
    PC72 <= -0.2335936
    PC78 <= 1.729346
    ->  class 0\|2  [0.714]

Rule 10/90: (95.4, lift 10.9)
    PC1 > -0.822493
    PC3 <= 1.640775
    PC18 <= -1.136285
    PC22 <= 1.86412
    PC73 > 1.983331
    PC78 <= 1.729346
    ->  class 0\|3  [0.990]

Rule 10/91: (77.2, lift 10.8)
    PC2 > 2.5099
    PC4 <= 9.305666
    PC14 > -0.6328624
    PC18 <= -1.136285
    PC28 <= 3.256614
    PC46 > 0.5684413
    ->  class 0\|3  [0.987]

Rule 10/92: (84.4/0.3, lift 10.8)
    PC3 > -3.774415
    PC13 > 6.880823
    PC17 <= 0.6527454
    PC21 > -0.9726083
    ->  class 0\|3  [0.985]

Rule 10/93: (39.7, lift 10.7)
    PC13 > 6.880823
    PC18 <= 3.718587
    PC64 > 1.88732
    ->  class 0\|3  [0.976]

Rule 10/94: (35.2, lift 10.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 <= -0.4677226
    PC19 <= -0.5516042
    ->  class 0\|3  [0.973]

Rule 10/95: (31.1/0.1, lift 10.6)
    PC2 > 2.5099
    PC18 > -0.4677226
    PC34 <= -2.487498
    PC43 > 1.71847
    ->  class 0\|3  [0.966]

Rule 10/96: (23.2, lift 10.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC15 <= -1.325352
    PC18 > -1.136285
    PC18 <= -0.4677226
    ->  class 0\|3  [0.960]

Rule 10/97: (19.8, lift 10.5)
    PC3 <= -1.506377
    PC18 > -1.136285
    PC18 <= -0.4677226
    PC34 <= -2.417706
    PC42 > 0.7127923
    ->  class 0\|3  [0.954]

Rule 10/98: (15.8, lift 10.4)
    PC18 > -1.136285
    PC18 <= -0.4677226
    PC20 <= -4.323125
    ->  class 0\|3  [0.944]

Rule 10/99: (14.9, lift 10.3)
    PC13 > 6.880823
    PC18 > -0.4677226
    PC18 <= 3.718587
    PC35 > -0.3969824
    PC90 > 2.342756
    ->  class 0\|3  [0.941]

Rule 10/100: (6.6, lift 9.7)
    PC18 > -1.136285
    PC18 <= -0.4677226
    PC34 > 3.940006
    PC43 > -1.068515
    ->  class 0\|3  [0.883]

Rule 10/101: (5.4, lift 9.5)
    PC2 > 2.5099
    PC3 > -1.506377
    PC3 <= 1.640775
    PC4 <= 0.5807939
    PC18 > -1.136285
    PC18 <= -0.4677226
    ->  class 0\|3  [0.865]

Rule 10/102: (13.6/1.3, lift 9.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC17 <= -3.462449
    PC18 > -0.4677226
    ->  class 0\|3  [0.852]

Rule 10/103: (43.1/6.3, lift 9.2)
    PC2 > 2.5099
    PC14 <= -1.775794
    PC42 <= -1.626274
    ->  class 0\|3  [0.838]

Rule 10/104: (38.1/6.3, lift 9.0)
    PC2 > 2.5099
    PC3 <= -1.506377
    PC18 > -1.136285
    PC18 <= -0.4677226
    PC42 > 0.7127923
    PC78 > 0.1014913
    ->  class 0\|3  [0.818]

Rule 10/105: (41.7/11.8, lift 7.8)
    PC2 > 2.5099
    PC3 <= -1.949545
    PC13 > 0.5753061
    PC13 <= 6.880823
    PC18 > -0.4677226
    PC18 <= 2.129967
    PC43 <= 1.71847
    ->  class 0\|3  [0.708]

Rule 10/106: (2685/1171.7, lift 6.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC5 > -1.206507
    PC18 <= -1.136285
    ->  class 0\|3  [0.564]

Rule 10/107: (91.8, lift 16.8)
    PC1 > -0.1814509
    PC2 <= 2.5099
    PC4 > 0.2703157
    PC6 <= -3.470875
    PC9 > -0.2464361
    PC19 > -0.8741567
    PC68 <= 1.082112
    ->  class 1\|0  [0.989]

Rule 10/108: (69, lift 16.8)
    PC1 > -0.430681
    PC3 > 0.09497605
    PC48 > 0.6985834
    PC57 > -1.258103
    PC61 > -0.6122087
    PC62 <= -0.1757284
    PC100 > -1.907325
    ->  class 1\|0  [0.986]

Rule 10/109: (300.4/3.2, lift 16.8)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.9381145
    PC22 > 0.1221173
    PC30 <= 0.2263224
    PC33 > -0.5413352
    PC47 > -0.2999668
    PC65 > -0.1389549
    PC75 > -0.2134659
    PC77 <= 0.7041603
    PC82 > -0.6325383
    ->  class 1\|0  [0.986]

Rule 10/110: (68/0.7, lift 16.6)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > 0.09497605
    PC15 > -3.075166
    PC16 > -2.0107
    PC57 <= -1.258103
    ->  class 1\|0  [0.976]

Rule 10/111: (85.9/1.5, lift 16.5)
    PC3 > 1.640775
    PC16 <= -0.9381145
    PC32 > -0.6563316
    PC33 > -0.5413352
    PC47 > -0.2999668
    PC53 <= -0.5305915
    PC65 > -0.1389549
    ->  class 1\|0  [0.971]

Rule 10/112: (61.7/1.2, lift 16.4)
    PC2 > 2.5099
    PC3 > 1.640775
    PC31 > 0.06340582
    PC32 > -0.6563316
    PC47 > -0.2999668
    PC50 <= 0.3196637
    PC65 > -0.1389549
    ->  class 1\|0  [0.965]

Rule 10/113: (23.2, lift 16.3)
    PC2 > 2.5099
    PC12 <= -0.05653552
    PC16 <= -0.9381145
    PC65 > -0.1389549
    PC68 > 2.367436
    ->  class 1\|0  [0.960]

Rule 10/114: (445.3/17.5, lift 16.3)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC7 <= 7.681071
    PC11 <= 2.110574
    PC16 <= -2.0107
    PC66 > -0.1660837
    PC83 <= 0.4486328
    PC88 <= 0.007153281
    ->  class 1\|0  [0.959]

Rule 10/115: (56.3/1.4, lift 16.3)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= 0.9959877
    PC33 > -0.5413352
    PC36 > 0.5747101
    PC47 > -0.2999668
    PC77 <= 0.7041603
    ->  class 1\|0  [0.959]

Rule 10/116: (124.2/4.6, lift 16.2)
    PC2 <= 2.5099
    PC13 <= 0.2095596
    PC16 <= -2.0107
    PC99 > 1.418252
    ->  class 1\|0  [0.956]

Rule 10/117: (290.1/13.7, lift 16.1)
    PC2 <= 2.5099
    PC13 <= 0.2095596
    PC15 <= -3.642247
    PC16 <= -2.0107
    ->  class 1\|0  [0.950]

Rule 10/118: (12.5, lift 15.7)
    PC2 > 2.5099
    PC3 > 1.640775
    PC12 <= -0.05653552
    PC16 <= -0.9381145
    PC30 > 0.2263224
    PC32 <= -0.6563316
    PC47 > -0.2999668
    PC65 > -0.1389549
    PC77 <= 0.7041603
    ->  class 1\|0  [0.926]

Rule 10/119: (51.7/8.2, lift 14.1)
    PC1 > -0.1814509
    PC1 <= 0.6041246
    PC3 > 0.09497605
    PC15 > -3.075166
    PC16 > -2.0107
    PC16 <= 0.3594292
    PC21 > 0.4376473
    ->  class 1\|0  [0.828]

Rule 10/120: (416.5/73.4, lift 14.0)
    PC5 <= -1.696486
    PC15 <= -3.075166
    ->  class 1\|0  [0.822]

Rule 10/121: (25.5/4.5, lift 13.6)
    PC1 > -0.430681
    PC16 <= -2.0107
    PC31 > -1.264104
    PC61 <= -0.8899418
    PC66 <= -0.1660837
    ->  class 1\|0  [0.801]

Rule 10/122: (222.4, lift 17.2)
    PC2 <= 2.5099
    PC16 <= -2.0107
    PC17 <= 0.3507694
    PC21 <= 0.9837545
    PC61 > -0.8899418
    PC66 <= -0.1660837
    PC96 <= 0.3502879
    PC99 <= 1.418252
    ->  class 1\|1  [0.996]

Rule 10/123: (176.3/0.5, lift 17.1)
    PC2 <= 2.5099
    PC5 <= -4.892124
    PC15 > -3.642247
    PC16 <= -2.0107
    PC61 > -0.8899418
    PC66 <= -0.1660837
    PC96 <= 0.3502879
    PC99 <= 1.418252
    ->  class 1\|1  [0.992]

Rule 10/124: (61.1, lift 17.0)
    PC1 > -0.430681
    PC3 > 0.09497605
    PC13 > -0.2205511
    PC16 <= 0.3594292
    PC98 > 0.5457087
    ->  class 1\|1  [0.984]

Rule 10/125: (139/1.5, lift 17.0)
    PC1 > -0.1814509
    PC1 <= 0.6041246
    PC3 > 0.09497605
    PC4 > -1.68035
    PC16 > -2.0107
    PC16 <= 0.3594292
    PC21 <= 0.4376473
    PC84 <= 0.5250967
    ->  class 1\|1  [0.982]

Rule 10/126: (42.8, lift 16.9)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC15 > -3.075166
    PC16 > -2.0107
    PC48 > 0.6985834
    PC61 > -0.6122087
    PC62 > -0.1757284
    ->  class 1\|1  [0.978]

Rule 10/127: (44.5/1.3, lift 16.4)
    PC3 > 1.640775
    PC16 <= 0.9959877
    PC30 <= 0.2263224
    PC82 <= -0.6325383
    ->  class 1\|1  [0.951]

Rule 10/128: (78/3.3, lift 16.3)
    PC1 > 0.6041246
    PC3 > 0.09497605
    PC4 > -1.68035
    PC13 <= -0.2205511
    PC15 > -3.075166
    PC16 <= 0.3594292
    PC26 <= 0.82881
    PC84 <= 0.5250967
    ->  class 1\|1  [0.946]

Rule 10/129: (14.8, lift 16.3)
    PC1 > -0.1814509
    PC3 <= 0.09497605
    PC9 <= -0.2464361
    PC15 > -3.075166
    PC19 > -1.679154
    PC86 > 0.661262
    ->  class 1\|1  [0.941]

Rule 10/130: (16.9/0.4, lift 16.0)
    PC2 <= 2.5099
    PC3 <= 0.09497605
    PC4 > 0.2703157
    PC9 > -0.2464361
    PC15 > -3.075166
    PC68 > 1.082112
    ->  class 1\|1  [0.925]

Rule 10/131: (40.5/2.2, lift 16.0)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC11 <= 2.110574
    PC16 <= -2.0107
    PC59 > 0.0663783
    PC66 > -0.1660837
    PC88 > 0.007153281
    ->  class 1\|1  [0.924]

Rule 10/132: (36.1/2.7, lift 15.6)
    PC1 > -0.1814509
    PC3 <= 0.09497605
    PC6 > -3.470875
    PC9 > -0.2464361
    PC15 > -3.075166
    PC16 > -2.0107
    ->  class 1\|1  [0.904]

Rule 10/133: (10.5/0.3, lift 15.5)
    PC1 > -0.430681
    PC13 <= 0.2095596
    PC16 <= -2.0107
    PC66 > -0.1660837
    PC83 > 0.4486328
    PC88 <= 0.007153281
    ->  class 1\|1  [0.897]

Rule 10/134: (7.5, lift 15.5)
    PC1 > -0.430681
    PC4 <= 0.2703157
    PC6 <= -3.470875
    PC9 > -0.2464361
    ->  class 1\|1  [0.895]

Rule 10/135: (6.2, lift 15.2)
    PC2 <= 2.5099
    PC7 > 7.681071
    ->  class 1\|1  [0.878]

Rule 10/136: (4, lift 14.4)
    PC1 <= -0.430681
    PC2 > -1.074925
    PC2 <= 2.5099
    PC8 > -0.2065834
    PC51 <= -0.6793012
    ->  class 1\|1  [0.833]

Rule 10/137: (54.7/9.3, lift 14.1)
    PC1 > -0.430681
    PC6 <= -1.374883
    PC8 <= 0.4784799
    PC15 > -3.075166
    PC19 <= -1.679154
    PC71 > -0.856258
    ->  class 1\|1  [0.818]

Rule 10/138: (254.6/64.8, lift 12.8)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC11 <= 2.110574
    PC16 <= -2.0107
    PC88 > 0.007153281
    ->  class 1\|1  [0.743]

Rule 10/139: (1311.9/840.3, lift 6.2)
    PC2 > 2.5099
    PC3 > 1.640775
    ->  class 1\|1  [0.360]

Rule 10/140: (139.6, lift 15.6)
    PC1 > 4.677061
    PC3 <= 0.09497605
    PC6 > -1.374883
    PC9 <= -0.2464361
    PC19 <= -1.679154
    PC79 <= 0.6500567
    ->  class 1\|2  [0.993]

Rule 10/141: (81.5, lift 15.5)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > 0.09497605
    PC16 > -2.0107
    PC84 > 0.5250967
    ->  class 1\|2  [0.988]

Rule 10/142: (76.2, lift 15.5)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > 0.09497605
    PC4 > -1.68035
    PC14 <= 0.6629388
    PC16 > 0.3594292
    PC43 > -0.108369
    PC50 > -0.2163485
    PC57 > -1.258103
    PC65 <= 0.5879331
    PC100 <= 0.510457
    ->  class 1\|2  [0.987]

Rule 10/143: (60.2, lift 15.4)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > 0.09497605
    PC3 <= 1.077285
    PC14 <= 0.6629388
    PC16 > 0.3594292
    PC50 <= -0.2163485
    PC65 <= 0.5879331
    ->  class 1\|2  [0.984]

Rule 10/144: (53.5, lift 15.4)
    PC1 > -0.1814509
    PC2 <= 2.5099
    PC4 <= -1.68035
    PC16 > -2.0107
    PC82 > -0.6806296
    ->  class 1\|2  [0.982]

Rule 10/145: (39.5, lift 15.3)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > 0.09497605
    PC4 > -1.68035
    PC14 <= 0.6629388
    PC16 > 0.3594292
    PC19 <= 1.907495
    PC56 > 0.3922195
    PC57 > -1.258103
    PC65 <= 0.5879331
    ->  class 1\|2  [0.976]

Rule 10/146: (178.1/5, lift 15.2)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > 0.09497605
    PC14 <= 0.6629388
    PC16 > 0.3594292
    PC34 > -0.7834614
    PC43 > -0.5487587
    PC65 <= 0.5879331
    PC68 > -1.693282
    PC100 > 0.510457
    ->  class 1\|2  [0.967]

Rule 10/147: (24.5, lift 15.0)
    PC2 <= 2.5099
    PC17 > 4.332971
    PC57 > -1.258103
    ->  class 1\|2  [0.960]

Rule 10/148: (20.5, lift 15.0)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -0.9381145
    PC16 <= 0.9959877
    PC63 <= -1.455538
    ->  class 1\|2  [0.956]

Rule 10/149: (19.4, lift 15.0)
    PC1 > -0.1814509
    PC15 > -3.075166
    PC48 > 0.6985834
    PC61 <= -0.6122087
    ->  class 1\|2  [0.953]

Rule 10/150: (70.1/3.2, lift 14.8)
    PC1 > -0.1814509
    PC2 <= 2.5099
    PC3 > 1.077285
    PC26 <= -1.26731
    PC50 <= -0.2163485
    PC65 <= 0.5879331
    ->  class 1\|2  [0.942]

Rule 10/151: (15.2, lift 14.8)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -0.9381145
    PC16 <= 0.9959877
    PC83 <= -0.5257682
    ->  class 1\|2  [0.942]

Rule 10/152: (13.4, lift 14.7)
    PC1 > -0.1814509
    PC3 > 0.09497605
    PC14 > 0.6629388
    PC60 > -1.124229
    PC61 > 0.8495589
    ->  class 1\|2  [0.935]

Rule 10/153: (12.6, lift 14.5)
    PC11 > 2.110574
    PC13 <= 0.2095596
    PC16 <= -2.0107
    PC66 > -0.1660837
    ->  class 1\|2  [0.926]

Rule 10/154: (10.4, lift 14.4)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -0.9381145
    PC16 <= 0.9959877
    PC65 > 0.3660693
    ->  class 1\|2  [0.919]

Rule 10/155: (10.2, lift 14.4)
    PC3 > 1.640775
    PC16 > -0.9381145
    PC16 <= 0.9959877
    PC22 <= -2.091307
    ->  class 1\|2  [0.918]

Rule 10/156: (8.2, lift 14.1)
    PC2 <= 2.5099
    PC3 > 0.09497605
    PC4 > 0.8676775
    PC16 > 0.3594292
    ->  class 1\|2  [0.902]

Rule 10/157: (19.7/1.4, lift 14.0)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC15 <= -3.075166
    PC50 <= -0.4979096
    ->  class 1\|2  [0.891]

Rule 10/158: (33.3/3, lift 13.9)
    PC1 > -0.430681
    PC13 <= 0.2095596
    PC31 <= -1.264104
    PC66 <= -0.1660837
    ->  class 1\|2  [0.887]

Rule 10/159: (104.8/12.7, lift 13.7)
    PC3 > 0.09497605
    PC15 > -3.075166
    PC16 > 0.3594292
    PC17 <= 4.332971
    PC19 <= 1.907495
    PC48 <= 0.6985834
    PC65 <= 0.5879331
    PC98 <= -0.5526988
    ->  class 1\|2  [0.871]

Rule 10/160: (5.8, lift 13.5)
    PC1 > -0.430681
    PC16 > 0.3594292
    PC50 <= -0.2163485
    PC51 > 0.1291597
    PC69 <= -0.4849659
    PC100 <= 0.510457
    ->  class 1\|2  [0.863]

Rule 10/161: (22.3/9.4, lift 9.0)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC13 > 0.2095596
    PC16 <= -2.0107
    ->  class 1\|2  [0.573]

Rule 10/162: (1081.5/462.7, lift 9.0)
    PC1 > 0.6041246
    PC2 <= 2.5099
    PC3 > 0.09497605
    PC16 > -2.0107
    PC48 <= 0.6985834
    PC57 > -1.258103
    ->  class 1\|2  [0.572]

Rule 10/163: (395.2/193.5, lift 8.0)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > 0.9959877
    ->  class 1\|2  [0.510]

Rule 10/164: (257.5/0.6, lift 15.4)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > 0.09497605
    PC4 <= 0.8676775
    PC8 <= 2.240701
    PC16 > 0.3594292
    PC17 <= 4.332971
    PC19 <= 1.907495
    PC26 > -1.26731
    PC50 <= -0.2163485
    PC51 <= 0.1291597
    PC56 <= 0.3922195
    PC84 <= 0.5250967
    PC98 > -0.5526988
    PC100 <= 0.510457
    ->  class 1\|3  [0.994]

Rule 10/165: (132.3/0.4, lift 15.3)
    PC1 > 0.6041246
    PC3 > 0.09497605
    PC4 > -1.68035
    PC6 > 1.084966
    PC13 > -0.2205511
    PC15 > -3.075166
    PC16 > -2.0107
    PC16 <= 0.3594292
    PC39 <= 0.3641718
    PC48 <= 0.6985834
    PC83 > -0.4936549
    PC89 > -0.1881214
    ->  class 1\|3  [0.990]

Rule 10/166: (101.9, lift 15.3)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > 0.09497605
    PC8 <= 2.240701
    PC16 > 0.3594292
    PC48 <= 0.6985834
    PC65 > 0.5879331
    ->  class 1\|3  [0.990]

Rule 10/167: (56.5, lift 15.2)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > 0.09497605
    PC16 > 0.3594292
    PC19 <= 1.907495
    PC38 > 0.3581017
    PC84 <= 0.5250967
    ->  class 1\|3  [0.983]

Rule 10/168: (191.4/3.4, lift 15.1)
    PC2 > 2.5099
    PC3 > 1.640775
    PC3 <= 9.530685
    PC5 > -5.914125
    PC16 > 0.9959877
    PC51 <= -0.7457969
    PC55 <= 0.6836692
    PC60 > -0.9224108
    ->  class 1\|3  [0.977]

Rule 10/169: (176.7/3.8, lift 15.1)
    PC1 > -0.1814509
    PC2 <= 2.5099
    PC3 > 0.09497605
    PC14 > 0.6629388
    PC16 > 0.3594292
    PC37 > -0.9412288
    PC60 > -1.124229
    PC61 <= 0.8495589
    PC84 <= 0.5250967
    ->  class 1\|3  [0.973]

Rule 10/170: (296/16.1, lift 14.6)
    PC2 <= 2.5099
    PC3 > 1.077285
    PC4 <= 0.8676775
    PC8 <= 2.240701
    PC16 > 0.3594292
    PC17 <= 4.332971
    PC19 <= 1.907495
    PC26 > -1.26731
    PC37 > -0.9412288
    PC50 <= -0.2163485
    PC56 <= 0.3922195
    PC60 > -1.124229
    PC69 > -0.4849659
    PC84 <= 0.5250967
    PC98 > -0.5526988
    PC100 <= 0.510457
    ->  class 1\|3  [0.943]

Rule 10/171: (12.2, lift 14.4)
    PC1 > -0.1814509
    PC2 <= 2.5099
    PC3 > 0.09497605
    PC8 <= 2.240701
    PC16 > 0.3594292
    PC34 <= -0.7834614
    PC84 <= 0.5250967
    ->  class 1\|3  [0.930]

Rule 10/172: (150.9/10.3, lift 14.4)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > 0.09497605
    PC16 > 0.3594292
    PC19 <= 1.907495
    PC43 <= -0.108369
    PC50 > -0.2163485
    PC100 <= 0.510457
    ->  class 1\|3  [0.926]

Rule 10/173: (31.9/2.1, lift 14.1)
    PC1 > -0.1814509
    PC3 > 0.09497605
    PC4 > -1.68035
    PC8 > 2.240701
    PC15 > -3.075166
    PC16 > -2.0107
    PC19 <= 1.907495
    PC25 <= -0.0455461
    PC84 <= 0.5250967
    ->  class 1\|3  [0.910]

Rule 10/174: (9.8, lift 14.1)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC9 <= -0.2464361
    PC15 > -3.075166
    PC79 > 0.6500567
    ->  class 1\|3  [0.909]

Rule 10/175: (5.5, lift 13.4)
    PC1 > -0.430681
    PC1 <= 4.677061
    PC3 <= 0.09497605
    PC8 <= 0.4784799
    PC9 <= -0.2464361
    PC19 <= -1.679154
    PC71 > -0.856258
    ->  class 1\|3  [0.867]

Rule 10/176: (197.2/35.6, lift 12.6)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > 0.09497605
    PC8 <= 2.240701
    PC16 > 0.3594292
    PC68 <= -1.693282
    PC84 <= 0.5250967
    ->  class 1\|3  [0.816]

Rule 10/177: (82.3, lift 14.8)
    PC1 > -0.1814509
    PC3 <= 0.09497605
    PC8 > 0.4784799
    PC9 > -2.489837
    PC9 <= -0.2464361
    PC12 > -0.1327736
    PC72 > -0.6012824
    ->  class 2\|0  [0.988]

Rule 10/178: (61.1, lift 14.7)
    PC8 > 2.272961
    PC19 <= -0.03756655
    PC21 > 0.05605728
    PC53 > 0.9464185
    PC71 <= 0.9115143
    PC97 > -0.265904
    ->  class 2\|0  [0.984]

Rule 10/179: (422.4/6.1, lift 14.7)
    PC8 > 2.272961
    PC10 <= 0.4664886
    PC19 <= -0.03756655
    PC20 <= 0.1166532
    PC21 > 0.05605728
    PC28 <= 0.1391531
    PC46 <= 1.24209
    PC59 <= 0.2586897
    PC70 <= 0.06324595
    PC97 > -0.265904
    ->  class 2\|0  [0.983]

Rule 10/180: (89.8/0.7, lift 14.7)
    PC1 <= -0.430681
    PC2 > -1.074925
    PC8 > 0.9433812
    PC36 > 0.09076007
    PC36 <= 0.3500793
    PC75 > -0.09048533
    PC94 <= 0.03713881
    PC96 <= 0.325923
    ->  class 2\|0  [0.982]

Rule 10/181: (345.9/5.2, lift 14.7)
    PC8 > 2.272961
    PC19 <= -0.03756655
    PC20 <= 0.1166532
    PC24 <= 0.571845
    PC28 <= 0.1391531
    PC32 > -2.091555
    PC39 <= 0.8557313
    PC70 <= -0.04163877
    PC71 <= 0.9115143
    PC97 > -0.265904
    ->  class 2\|0  [0.982]

Rule 10/182: (239.7/6.7, lift 14.5)
    PC8 > 2.272961
    PC10 <= 0.4664886
    PC11 > -0.5610121
    PC16 <= 0.5720171
    PC19 <= -0.03756655
    PC20 <= 0.1166532
    PC21 > 0.05605728
    PC28 <= 0.1391531
    PC46 <= 1.24209
    PC59 <= 0.2586897
    PC67 > -0.1835189
    PC97 > -0.265904
    ->  class 2\|0  [0.968]

Rule 10/183: (13.3, lift 14.0)
    PC1 <= -0.430681
    PC6 > -0.9504476
    PC8 > 1.104598
    PC8 <= 2.272961
    PC12 > 1.703315
    ->  class 2\|0  [0.935]

Rule 10/184: (18.2/1.5, lift 13.1)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2065834
    PC8 <= 2.272961
    PC12 > 1.703315
    PC66 > -0.3298688
    PC98 > 0.592828
    ->  class 2\|0  [0.878]

Rule 10/185: (43.7/4.9, lift 13.0)
    PC2 <= -1.074925
    PC8 > 1.104598
    PC8 <= 2.272961
    PC12 > 1.703315
    PC26 <= 4.11563
    PC62 <= -1.206098
    PC98 <= 0.592828
    ->  class 2\|0  [0.872]

Rule 10/186: (268.8/44.4, lift 12.5)
    PC1 <= -0.430681
    PC8 > 2.272961
    PC10 <= -0.2725354
    ->  class 2\|0  [0.832]

Rule 10/187: (30.8/12.9, lift 8.6)
    PC1 > -0.1814509
    PC2 <= 2.5099
    PC9 <= -0.2464361
    PC15 > -3.075166
    PC19 > -1.679154
    PC44 > 1.140118
    PC86 <= 0.661262
    ->  class 2\|0  [0.575]

Rule 10/188: (902.9/501.2, lift 6.7)
    PC1 > -0.430681
    PC1 <= -0.1814509
    PC2 <= 2.5099
    PC8 > 0.08273966
    PC16 > -2.0107
    ->  class 2\|0  [0.445]

Rule 10/189: (116.2, lift 9.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.684477
    PC28 <= -0.2656237
    ->  class 2\|1  [0.992]

Rule 10/190: (93.9, lift 9.4)
    PC1 <= -0.430681
    PC2 <= -1.074925
    PC8 > 0.6898082
    PC12 <= 1.703315
    PC22 <= -0.8867117
    PC44 <= 0.3712398
    PC97 > 0.3241445
    ->  class 2\|1  [0.990]

Rule 10/191: (245.6/2.9, lift 9.3)
    PC2 <= -1.074925
    PC8 > 0.6898082
    PC8 <= 2.246104
    PC12 <= 1.703315
    PC22 > -0.8867117
    PC62 > -1.319855
    PC67 <= 0.2871534
    PC71 <= 0.399435
    PC88 <= 0.5226468
    ->  class 2\|1  [0.984]

Rule 10/192: (61.7, lift 9.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2065834
    PC32 <= -2.091555
    PC70 <= -0.04163877
    PC97 > -0.265904
    ->  class 2\|1  [0.984]

Rule 10/193: (46.6, lift 9.3)
    PC2 > -1.563518
    PC2 <= -1.074925
    PC8 > 0.6898082
    PC8 <= 2.272961
    PC12 <= 1.703315
    PC71 <= 0.399435
    PC97 <= 0.3241445
    PC99 <= 1.33899
    ->  class 2\|1  [0.978]

Rule 10/194: (98.5/1.2, lift 9.3)
    PC2 <= -1.074925
    PC8 > 2.110449
    PC8 <= 2.246104
    PC12 <= 1.703315
    PC71 <= 0.399435
    ->  class 2\|1  [0.978]

Rule 10/195: (39.8, lift 9.3)
    PC1 <= -0.430681
    PC2 > -1.934819
    PC2 <= 2.5099
    PC6 <= 1.433258
    PC8 > -0.2065834
    PC8 <= 0.6898082
    PC14 > -1.12137
    PC74 > -0.5891837
    ->  class 2\|1  [0.976]

Rule 10/196: (37.8, lift 9.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.6898082
    PC22 <= -0.8867117
    PC81 <= -0.2088361
    ->  class 2\|1  [0.975]

Rule 10/197: (34.1, lift 9.2)
    PC1 <= -0.430681
    PC2 > -1.074925
    PC2 <= 2.5099
    PC8 > -0.2065834
    PC8 <= 2.272961
    PC36 <= 0.09076007
    PC75 > -0.09048533
    ->  class 2\|1  [0.972]

Rule 10/198: (163.6/3.7, lift 9.2)
    PC1 <= -0.430681
    PC2 <= -1.074925
    PC8 > 0.6898082
    PC8 <= 2.272961
    PC12 <= 1.703315
    PC33 <= 0.509596
    PC44 > 0.3712398
    ->  class 2\|1  [0.971]

Rule 10/199: (166.5/4.1, lift 9.2)
    PC1 <= -0.430681
    PC2 <= -1.074925
    PC8 > 0.6898082
    PC8 <= 2.272961
    PC12 <= 1.703315
    PC71 > 0.399435
    ->  class 2\|1  [0.970]

Rule 10/200: (30.2, lift 9.2)
    PC1 <= -0.430681
    PC8 > 0.6898082
    PC8 <= 2.272961
    PC19 <= -2.213087
    PC44 <= 0.3712398
    ->  class 2\|1  [0.969]

Rule 10/201: (77.8/1.5, lift 9.2)
    PC1 <= -0.430681
    PC6 <= -0.9504476
    PC8 > 1.104598
    PC8 <= 2.272961
    PC12 > 1.703315
    PC62 > -1.206098
    PC98 <= 0.592828
    ->  class 2\|1  [0.968]

Rule 10/202: (29.3, lift 9.2)
    PC1 <= -0.430681
    PC2 > -1.074925
    PC2 <= 2.5099
    PC8 > -0.2065834
    PC8 <= 2.272961
    PC75 > -0.09048533
    PC94 > 0.03713881
    ->  class 2\|1  [0.968]

Rule 10/203: (124.4/3, lift 9.2)
    PC1 <= -0.430681
    PC8 > 2.272961
    PC21 <= 0.05605728
    PC24 <= 0.571845
    PC70 > -0.04163877
    ->  class 2\|1  [0.968]

Rule 10/204: (20.7, lift 9.1)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2065834
    PC8 <= 0.6898082
    PC14 > -1.12137
    PC53 <= -1.081494
    ->  class 2\|1  [0.956]

Rule 10/205: (20.1, lift 9.1)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.2518594
    PC8 <= 0.6898082
    PC51 <= 0.3526994
    PC74 > -0.5891837
    PC88 <= -0.2674662
    ->  class 2\|1  [0.955]

Rule 10/206: (45.1/1.2, lift 9.1)
    PC1 <= -0.430681
    PC8 > 2.272961
    PC11 <= -0.5610121
    PC16 <= 0.5720171
    PC70 > 0.06324595
    ->  class 2\|1  [0.954]

Rule 10/207: (19.1, lift 9.0)
    PC2 <= 2.5099
    PC16 <= -2.0107
    PC21 > 0.9837545
    PC66 <= -0.1660837
    ->  class 2\|1  [0.953]

Rule 10/208: (31.8/0.6, lift 9.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2065834
    PC8 <= 1.104598
    PC12 > 1.703315
    PC30 > 0.2127471
    PC70 <= 0.2902557
    PC89 <= 0.002573911
    ->  class 2\|1  [0.952]

Rule 10/209: (18, lift 9.0)
    PC1 > -0.430681
    PC3 <= 0.09497605
    PC8 > 0.4784799
    PC9 <= -0.2464361
    PC12 <= -0.1327736
    ->  class 2\|1  [0.950]

Rule 10/210: (315.5/15.3, lift 9.0)
    PC1 <= -0.430681
    PC2 <= -1.074925
    PC8 > 0.6898082
    PC8 <= 2.246104
    PC12 <= 1.703315
    PC20 <= 0.2133572
    PC22 > -0.8867117
    PC42 > -0.5777001
    PC62 > -1.319855
    PC88 <= 0.5226468
    ->  class 2\|1  [0.949]

Rule 10/211: (16.8, lift 9.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC6 <= 1.433258
    PC8 > 0.2518594
    PC8 <= 0.6898082
    PC12 <= 1.703315
    PC14 > -1.12137
    PC47 <= -0.3046015
    PC76 <= 0.1057445
    ->  class 2\|1  [0.947]

Rule 10/212: (16.8/0.2, lift 8.9)
    PC1 <= -0.430681
    PC2 <= -1.074925
    PC8 > -0.2065834
    PC8 <= 0.6898082
    PC28 <= -0.1246673
    ->  class 2\|1  [0.936]

Rule 10/213: (10.5, lift 8.7)
    PC1 <= -0.430681
    PC2 > -1.074925
    PC2 <= 2.5099
    PC8 > -0.2065834
    PC36 > 0.3500793
    PC75 > -0.09048533
    ->  class 2\|1  [0.920]

Rule 10/214: (111.3/8.7, lift 8.7)
    PC2 <= -8.975098
    ->  class 2\|1  [0.914]

Rule 10/215: (8, lift 8.5)
    PC1 > -0.430681
    PC3 <= 0.09497605
    PC16 > -2.0107
    PC19 <= -1.679154
    PC71 <= -0.856258
    ->  class 2\|1  [0.900]

Rule 10/216: (48/4.3, lift 8.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.684477
    PC12 > 5.117099
    ->  class 2\|1  [0.894]

Rule 10/217: (18.8/1.3, lift 8.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2065834
    PC8 <= 0.6898082
    PC12 <= 1.703315
    PC45 > 0.3823274
    ->  class 2\|1  [0.888]

Rule 10/218: (23.7/2.3, lift 8.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2065834
    PC8 <= 0.6898082
    PC12 <= 1.703315
    PC14 <= -1.12137
    ->  class 2\|1  [0.870]

Rule 10/219: (83.9/11.5, lift 8.1)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.684477
    PC29 <= 0.2788967
    PC32 <= -2.545227
    PC57 > -0.2091191
    ->  class 2\|1  [0.855]

Rule 10/220: (75.6/12.6, lift 7.8)
    PC1 <= -0.430681
    PC8 > 2.272961
    PC24 <= 0.571845
    PC67 <= -0.1835189
    PC70 > 0.06324595
    ->  class 2\|1  [0.825]

Rule 10/221: (32/5.4, lift 7.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.684477
    PC33 <= -0.4557476
    PC45 <= 0.4453568
    PC57 > -0.2091191
    PC66 <= 0.7007316
    PC98 <= -0.8824486
    PC100 <= 3.410604
    ->  class 2\|1  [0.812]

Rule 10/222: (53.1/11.6, lift 7.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC7 <= 0.07538287
    PC8 > 0.2518594
    PC14 > -1.12137
    PC74 > -0.5891837
    PC76 <= 0.1057445
    ->  class 2\|1  [0.771]

Rule 10/223: (42.6/9.8, lift 7.2)
    PC2 <= 2.5099
    PC6 <= 1.433258
    PC8 > -0.2065834
    PC8 <= 0.6898082
    PC46 > -0.9126658
    PC51 > 0.3526994
    PC74 > -0.5891837
    PC91 > -1.06635
    ->  class 2\|1  [0.757]

Rule 10/224: (15.9/3.6, lift 7.1)
    PC1 > -0.430681
    PC1 <= -0.1814509
    PC2 <= 2.5099
    PC8 > 0.08273966
    PC18 <= 1.296624
    PC36 <= -0.01591384
    ->  class 2\|1  [0.744]

Rule 10/225: (43.5/15.7, lift 6.0)
    PC2 <= 2.5099
    PC8 > -2.684477
    PC36 > -0.7236297
    PC45 > 0.3222792
    PC57 <= -0.2091191
    ->  class 2\|1  [0.633]

Rule 10/226: (1564.1/713, lift 5.2)
    PC1 <= -0.430681
    PC8 > 2.272961
    ->  class 2\|1  [0.544]

Rule 10/227: (87.8, lift 11.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -1.329367
    PC8 <= -0.2065834
    PC12 <= 5.117099
    PC32 <= 1.306595
    PC33 > -0.4557476
    PC41 <= 2.833062
    PC66 <= 0.7007316
    PC67 > 0.4893844
    ->  class 2\|2  [0.989]

Rule 10/228: (91.7, lift 11.0)
    PC1 <= -0.430681
    PC2 > -8.975098
    PC2 <= 2.5099
    PC8 > -1.329367
    PC8 <= -0.2065834
    PC12 <= 5.117099
    PC28 > 0.04907383
    PC29 <= 0.2788967
    PC32 > -2.545227
    PC66 <= 0.7007316
    PC100 <= 3.410604
    ->  class 2\|2  [0.989]

Rule 10/229: (76.1, lift 11.0)
    PC1 <= -0.430681
    PC2 > -8.975098
    PC2 <= 2.5099
    PC8 > -2.684477
    PC8 <= -0.2065834
    PC23 > -0.9372438
    PC33 <= -0.4557476
    PC45 <= 0.4453568
    PC98 > -0.8824486
    PC100 <= 3.410604
    ->  class 2\|2  [0.987]

Rule 10/230: (111.8/1.1, lift 10.9)
    PC1 <= -0.430681
    PC2 > -8.975098
    PC2 <= 2.5099
    PC8 > -1.329367
    PC8 <= -0.2065834
    PC20 > 0.1362111
    PC20 <= 0.383405
    PC63 > 0.06407528
    PC68 > -1.368178
    ->  class 2\|2  [0.982]

Rule 10/231: (49.6, lift 10.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.684477
    PC8 <= -0.2065834
    PC12 <= 5.117099
    PC36 <= -0.7236297
    ->  class 2\|2  [0.981]

Rule 10/232: (56/0.2, lift 10.9)
    PC1 <= -0.430681
    PC2 <= -1.074925
    PC8 <= 2.272961
    PC12 <= 1.703315
    PC22 > -0.8867117
    PC42 <= -0.5777001
    PC67 > 0.2871534
    PC99 <= 1.33899
    ->  class 2\|2  [0.979]

Rule 10/233: (40.6, lift 10.9)
    PC1 <= -0.430681
    PC2 > -8.975098
    PC2 <= 2.5099
    PC8 > -2.312642
    PC8 <= -0.2065834
    PC12 <= 5.117099
    PC33 <= -0.3275445
    PC39 <= 0.4334044
    PC45 <= 0.4453568
    PC57 > -0.2091191
    PC66 <= 0.7007316
    PC70 <= 0.1669734
    PC100 <= 3.410604
    ->  class 2\|2  [0.975]

Rule 10/234: (180.2/4.3, lift 10.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.312642
    PC8 <= -0.2065834
    PC15 <= 3.794996
    PC20 <= 0.383405
    PC29 <= 0.2788967
    PC32 <= 1.306595
    PC35 <= 0.9875553
    PC38 > -0.5710974
    PC66 <= 0.7007316
    PC69 > -0.1335943
    PC70 > 0.1669734
    PC70 <= 0.4516251
    PC78 > -0.04845232
    PC87 <= 0.3100585
    ->  class 2\|2  [0.971]

Rule 10/235: (98.4/2, lift 10.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.684477
    PC8 <= -0.2065834
    PC15 > -2.186466
    PC15 <= 3.794996
    PC32 > -2.545227
    PC33 > -0.4557476
    PC35 <= 0.9875553
    PC39 > 0.4334044
    PC66 <= 0.7007316
    ->  class 2\|2  [0.970]

Rule 10/236: (40.4/0.4, lift 10.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.312642
    PC8 <= -0.2065834
    PC15 <= 3.794996
    PC29 <= 0.2788967
    PC33 > -0.4557476
    PC68 > -1.368178
    PC86 > 1.04179
    PC100 <= 3.410604
    ->  class 2\|2  [0.968]

Rule 10/237: (22.5, lift 10.7)
    PC1 > -0.430681
    PC3 <= 0.09497605
    PC8 <= 0.4784799
    PC9 <= -0.2464361
    PC15 > -3.075166
    PC19 > -1.679154
    PC44 <= 1.140118
    PC86 <= 0.661262
    PC98 > 0.3575567
    ->  class 2\|2  [0.959]

Rule 10/238: (62.4/1.7, lift 10.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.312642
    PC15 > -2.186466
    PC20 > 0.383405
    PC32 > -2.545227
    PC33 > -0.4557476
    PC35 <= 0.9875553
    PC57 > -0.2091191
    ->  class 2\|2  [0.959]

Rule 10/239: (59.2/1.7, lift 10.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -1.329367
    PC8 <= -0.2065834
    PC12 <= 5.117099
    PC15 > -2.186466
    PC33 > -0.3275445
    PC49 <= -0.4523354
    PC66 <= 0.7007316
    PC100 <= 3.410604
    ->  class 2\|2  [0.955]

Rule 10/240: (87.1/4, lift 10.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.312642
    PC8 <= -0.2065834
    PC29 <= 0.2788967
    PC35 <= 0.9875553
    PC38 > -0.5710974
    PC45 <= 0.4453568
    PC70 > 0.1669734
    PC71 > -0.3637459
    PC78 > -0.04845232
    ->  class 2\|2  [0.944]

Rule 10/241: (49.9/2, lift 10.5)
    PC8 > -2.312642
    PC8 <= -0.2065834
    PC15 <= 3.794996
    PC35 <= 0.9875553
    PC41 > 2.833062
    PC70 <= 0.1669734
    PC100 <= 3.410604
    ->  class 2\|2  [0.942]

Rule 10/242: (16.5, lift 10.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.312642
    PC8 <= -0.2065834
    PC15 > -2.186466
    PC15 <= 3.794996
    PC28 > -0.2656237
    PC32 > 1.306595
    PC33 > -0.4557476
    PC35 <= 0.9875553
    PC39 <= 0.4334044
    ->  class 2\|2  [0.942]

Rule 10/243: (63.2/3.2, lift 10.4)
    PC1 <= -0.430681
    PC8 <= -2.684477
    PC15 <= 4.641573
    PC38 > 0.1580302
    PC49 <= -0.2072445
    ->  class 2\|2  [0.936]

Rule 10/244: (18.8/0.4, lift 10.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.684477
    PC8 <= -0.2065834
    PC12 <= 5.117099
    PC48 > 0.2562707
    PC66 > 0.7007316
    ->  class 2\|2  [0.935]

Rule 10/245: (15.5/0.1, lift 10.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2065834
    PC8 <= 1.104598
    PC12 > 1.703315
    PC26 <= 4.11563
    PC28 > -0.0453077
    PC30 <= 0.2127471
    PC66 > -0.3298688
    PC70 <= 0.2902557
    PC98 <= 0.592828
    ->  class 2\|2  [0.935]

Rule 10/246: (57/2.9, lift 10.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.684477
    PC8 <= -0.2065834
    PC12 <= -0.05278913
    PC29 > 0.2788967
    PC82 > -0.2344068
    ->  class 2\|2  [0.933]

Rule 10/247: (151.3/10.2, lift 10.3)
    PC1 <= -0.430681
    PC2 <= -1.563518
    PC8 > 0.6898082
    PC8 <= 2.110449
    PC19 > -2.213087
    PC22 <= -0.8867117
    PC44 <= 0.3712398
    PC60 > -1.798167
    PC71 <= 0.399435
    PC81 > -0.2088361
    PC97 <= 0.3241445
    ->  class 2\|2  [0.927]

Rule 10/248: (300.4/21, lift 10.3)
    PC1 <= -0.430681
    PC2 > -8.975098
    PC2 <= 2.5099
    PC8 > -2.684477
    PC8 <= -0.2065834
    PC9 > -4.402143
    PC12 <= 5.117099
    PC15 > -2.709436
    PC32 <= 1.917393
    PC36 > -0.5806515
    PC45 <= 0.3222792
    PC57 <= -0.2091191
    PC76 <= 0.5956997
    PC100 <= 3.410604
    ->  class 2\|2  [0.927]

Rule 10/249: (18.5/1, lift 10.1)
    PC1 <= -0.430681
    PC6 > 5.545538
    PC8 > -2.312642
    PC8 <= -0.2065834
    PC15 <= 3.794996
    PC86 <= 1.04179
    ->  class 2\|2  [0.904]

Rule 10/250: (125.6/13, lift 9.9)
    PC1 <= -0.430681
    PC2 <= -1.074925
    PC8 > -0.2065834
    PC8 <= 2.272961
    PC20 > 0.2133572
    PC42 > -0.5777001
    PC67 > 0.2871534
    ->  class 2\|2  [0.891]

Rule 10/251: (8.3/0.1, lift 9.9)
    PC1 <= -0.430681
    PC2 > -8.975098
    PC8 > -2.684477
    PC8 <= -2.312642
    PC29 <= 0.2788967
    PC30 > 0.2534839
    PC66 <= 0.7007316
    ->  class 2\|2  [0.889]

Rule 10/252: (16.9/1.2, lift 9.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -0.2065834
    PC20 > 0.8294119
    ->  class 2\|2  [0.885]

Rule 10/253: (81.1/10.7, lift 9.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.312642
    PC8 <= -0.2065834
    PC12 <= 5.117099
    PC28 > -0.2656237
    PC29 <= 0.2788967
    PC66 <= 0.7007316
    PC68 <= -1.368178
    ->  class 2\|2  [0.860]

Rule 10/254: (31.7/3.8, lift 9.6)
    PC1 <= -0.430681
    PC8 > 2.246104
    PC8 <= 2.272961
    PC12 <= 1.703315
    PC71 <= 0.399435
    ->  class 2\|2  [0.859]

Rule 10/255: (75.1/16.2, lift 8.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -0.2065834
    PC25 > 0.2354798
    PC38 <= 0.1580302
    PC85 <= -0.01013124
    PC97 > -0.1140326
    ->  class 2\|2  [0.777]

Rule 10/256: (21.3/5.6, lift 8.0)
    PC1 <= -0.430681
    PC8 > 0.6898082
    PC8 <= 2.272961
    PC12 <= 1.703315
    PC22 > -0.8867117
    PC62 > -1.319855
    PC71 <= 0.399435
    PC88 > 0.5226468
    PC99 <= 1.33899
    ->  class 2\|2  [0.715]

Rule 10/257: (37.6/10.4, lift 7.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2065834
    PC8 <= 1.104598
    PC12 > 1.703315
    PC26 <= 4.11563
    PC28 > -0.0453077
    PC66 > -0.3298688
    PC89 > 0.002573911
    ->  class 2\|2  [0.713]

Rule 10/258: (613.4/178.3, lift 7.9)
    PC1 <= -0.430681
    PC2 <= -1.074925
    PC8 > -0.2065834
    PC8 <= 0.6898082
    PC12 <= 1.703315
    PC99 <= 1.33899
    ->  class 2\|2  [0.709]

Rule 10/259: (12.4/3.3, lift 7.8)
    PC1 <= -0.430681
    PC2 > -1.074925
    PC2 <= 2.5099
    PC8 > -0.2065834
    PC8 <= 2.272961
    PC51 > -0.6793012
    PC75 <= -0.09048533
    ->  class 2\|2  [0.704]

Rule 10/260: (9.9/2.9, lift 7.5)
    PC1 <= -0.430681
    PC8 <= -2.684477
    PC85 <= -0.01013124
    PC94 <= -2.653747
    ->  class 2\|2  [0.670]

Rule 10/261: (61.6, lift 8.9)
    PC1 <= -0.430681
    PC8 <= -2.684477
    PC15 > 4.641573
    ->  class 2\|3  [0.984]

Rule 10/262: (96.5/0.9, lift 8.9)
    PC1 <= -0.430681
    PC8 <= -2.684477
    PC20 <= 0.8294119
    PC22 <= -1.852043
    ->  class 2\|3  [0.981]

Rule 10/263: (191/5.8, lift 8.7)
    PC1 <= -0.430681
    PC8 > -2.684477
    PC8 <= -2.312642
    PC15 > -2.186466
    PC29 <= 0.2788967
    PC30 <= 0.2534839
    PC33 > -0.4557476
    PC57 > -0.2091191
    PC66 <= 0.7007316
    ->  class 2\|3  [0.965]

Rule 10/264: (18.1, lift 8.6)
    PC1 <= -0.430681
    PC8 <= 2.272961
    PC12 > 1.703315
    PC26 > 4.11563
    ->  class 2\|3  [0.950]

Rule 10/265: (229.2/121.9, lift 4.2)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC5 > -1.696486
    PC15 <= -3.075166
    ->  class 2\|3  [0.469]

Rule 10/266: (11857.1/9657.4, lift 1.7)
    PC2 <= 2.5099
    ->  class 2\|3  [0.186]

Rule 10/267: (104.5, lift 24.4)
    PC1 <= -0.430681
    PC8 > -6.498019
    PC8 <= -2.684477
    PC16 <= 0.07408401
    PC24 <= 0.02965583
    PC38 <= 0.1580302
    PC74 <= 1.005751
    PC84 > -0.2814895
    PC85 > -0.01013124
    ->  class 2\|4  [0.990]

Rule 10/268: (81.3/0.3, lift 24.2)
    PC1 > -0.430681
    PC2 <= -0.4100847
    PC5 > -1.696486
    PC14 <= 1.485917
    PC15 <= -3.075166
    PC16 > -2.0107
    PC67 <= 0.5156994
    PC88 <= 0.02790001
    ->  class 2\|4  [0.985]

Rule 10/269: (143.6/1.4, lift 24.2)
    PC1 <= -0.430681
    PC8 <= -2.684477
    PC38 <= 0.1580302
    PC72 > -0.504717
    PC74 <= 1.005751
    PC85 > 0.7464535
    ->  class 2\|4  [0.984]

Rule 10/270: (59.4, lift 24.2)
    PC2 <= 2.5099
    PC8 > -6.498019
    PC8 <= -2.684477
    PC16 <= 0.07408401
    PC40 > 0.6674942
    PC49 > 0.09838086
    PC72 > -0.504717
    PC85 > -0.01013124
    ->  class 2\|4  [0.984]

Rule 10/271: (39.5, lift 24.0)
    PC6 > 0.1156972
    PC8 <= -2.684477
    PC16 <= 0.07408401
    PC49 <= 0.09838086
    PC60 > 1.190482
    PC72 > -0.504717
    PC74 <= 1.005751
    PC85 > -0.01013124
    PC89 <= 0.4733616
    ->  class 2\|4  [0.976]

Rule 10/272: (38.4, lift 24.0)
    PC1 <= -0.430681
    PC2 > -8.975098
    PC2 <= 2.5099
    PC8 > -2.684477
    PC8 <= -0.2065834
    PC12 > -0.05278913
    PC29 > 0.2788967
    PC57 > -0.2091191
    PC82 > -0.2344068
    ->  class 2\|4  [0.975]

Rule 10/273: (245.1/6, lift 23.9)
    PC1 <= -0.430681
    PC5 <= 1.957913
    PC6 <= 0.1156972
    PC8 > -6.498019
    PC8 <= -2.684477
    PC22 > -1.852043
    PC23 > 0.1205632
    PC24 > 0.02965583
    PC26 <= 3.239936
    PC38 <= 0.1580302
    PC45 <= 0.1423078
    PC49 <= 0.09838086
    PC72 > -0.504717
    PC85 > -0.01013124
    PC89 <= 0.4733616
    ->  class 2\|4  [0.972]

Rule 10/274: (27.2, lift 23.8)
    PC6 > 0.1156972
    PC8 > -6.498019
    PC8 <= -2.684477
    PC16 <= 0.07408401
    PC41 <= -1.15951
    PC72 > -0.504717
    PC89 <= 0.4733616
    ->  class 2\|4  [0.966]

Rule 10/275: (25.5, lift 23.7)
    PC1 <= -0.430681
    PC8 <= -2.684477
    PC25 <= 0.2354798
    PC39 <= 0.2011399
    PC43 > 1.698823
    PC85 <= -0.01013124
    PC94 > -2.653747
    ->  class 2\|4  [0.964]

Rule 10/276: (24.6, lift 23.7)
    PC1 <= -0.430681
    PC8 <= -2.684477
    PC18 <= -0.2207
    PC25 <= 0.2354798
    PC38 <= 0.1580302
    PC66 <= -0.07916607
    PC81 <= -0.03806818
    ->  class 2\|4  [0.962]

Rule 10/277: (20.7, lift 23.5)
    PC2 <= 2.5099
    PC8 <= -2.684477
    PC18 <= -0.2207
    PC20 <= -0.02201807
    PC25 <= 0.2354798
    PC38 <= 0.1580302
    PC66 <= -0.07916607
    ->  class 2\|4  [0.953]

Rule 10/278: (20.3, lift 23.4)
    PC8 <= -2.684477
    PC38 <= 0.1580302
    PC55 > 3.555846
    ->  class 2\|4  [0.952]

Rule 10/279: (14.2, lift 23.1)
    PC1 > -0.430681
    PC2 > -2.626969
    PC2 <= -0.4100847
    PC15 <= -3.075166
    PC16 > -2.0107
    PC50 > -0.4979096
    ->  class 2\|4  [0.938]

Rule 10/280: (34/1.6, lift 22.8)
    PC1 > -0.430681
    PC3 <= 0.09497605
    PC9 <= -0.2464361
    PC19 > -1.679154
    PC71 > 0.5719942
    PC86 <= 0.661262
    ->  class 2\|4  [0.928]

Rule 10/281: (10.4, lift 22.6)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC5 > -1.696486
    PC38 > 1.190677
    ->  class 2\|4  [0.919]

Rule 10/282: (12.1/0.9, lift 21.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.684477
    PC8 <= -0.2065834
    PC15 <= -2.186466
    PC57 > 0.06787015
    ->  class 2\|4  [0.868]

Rule 10/283: (28.2/3.8, lift 20.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.684477
    PC8 <= -0.2065834
    PC29 <= 0.2788967
    PC48 <= 0.2562707
    PC57 > -0.2091191
    PC66 > 0.7007316
    PC81 <= -0.09694044
    ->  class 2\|4  [0.842]

Rule 10/284: (32.9/5.9, lift 19.8)
    PC1 <= -0.430681
    PC8 <= -2.684477
    PC18 <= -0.2207
    PC25 <= 0.2354798
    PC38 <= 0.1580302
    PC39 <= 0.2011399
    PC66 > -0.07916607
    PC85 <= -0.01013124
    ->  class 2\|4  [0.804]

Rule 10/285: (10.5/2.1, lift 18.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.684477
    PC8 <= -0.2065834
    PC28 > -0.2656237
    PC32 > 1.917393
    PC57 <= -0.2091191
    ->  class 2\|4  [0.750]

Default class: 2\|3

-----  Trial 11:  -----

Rules:

Rule 11/1: (61.8/0.1, lift 16.9)
    PC4 <= -8.071015
    PC18 > 1.725152
    PC26 <= 0.6551214
    PC97 <= -0.662299
    ->  class 0\|0  [0.983]

Rule 11/2: (69/0.2, lift 16.9)
    PC4 > -8.071015
    PC13 <= 6.880823
    PC17 > 0.3553725
    PC18 > 2.683598
    PC26 <= 0.6551214
    PC33 <= 3.237279
    PC51 <= 0.6068897
    PC58 <= -0.7764863
    PC63 > -1.234706
    PC87 <= 0.6524553
    PC94 > -0.2185117
    PC97 <= 0.2555704
    ->  class 0\|0  [0.983]

Rule 11/3: (219.2/3.3, lift 16.8)
    PC7 > -0.9757992
    PC13 <= 6.880823
    PC14 > -1.775794
    PC18 > 1.725152
    PC19 <= 0.008498676
    PC40 > 2.539887
    PC82 > -1.37623
    ->  class 0\|0  [0.981]

Rule 11/4: (437.9/7.9, lift 16.8)
    PC4 > -8.071015
    PC10 > -7.258377
    PC13 <= 6.880823
    PC18 > 2.683598
    PC19 <= 0.008498676
    PC22 > -0.5050016
    PC26 <= 0.6551214
    PC33 <= 3.237279
    PC38 <= 3.234724
    PC51 <= 0.6068897
    PC56 <= 0.7090798
    PC58 > -0.7764863
    PC63 > -1.234706
    PC79 > -2.591075
    PC87 <= 0.6524553
    PC97 <= 0.2555704
    ->  class 0\|0  [0.980]

Rule 11/5: (45.4, lift 16.8)
    PC2 <= 6.63899
    PC4 <= -8.071015
    PC18 > 1.725152
    PC56 <= -0.4952962
    ->  class 0\|0  [0.979]

Rule 11/6: (46.5, lift 16.8)
    PC2 > 2.5099
    PC13 <= 6.880823
    PC14 > -1.775794
    PC18 > 1.725152
    PC26 <= 0.6551214
    PC33 <= 3.237279
    PC52 > -6.357232
    PC91 <= 2.682686
    PC92 <= -0.8235921
    PC97 > 0.2555704
    ->  class 0\|0  [0.979]

Rule 11/7: (43.4/0.1, lift 16.8)
    PC2 > 2.5099
    PC13 <= 6.880823
    PC14 > -1.775794
    PC18 > 1.725152
    PC26 <= 0.6551214
    PC52 > -6.357232
    PC100 <= -0.929904
    ->  class 0\|0  [0.976]

Rule 11/8: (46.3/0.2, lift 16.7)
    PC13 <= 6.880823
    PC14 > -1.775794
    PC18 > 1.725152
    PC43 > -1.154644
    PC67 > 0.2726204
    PC91 <= 2.682686
    PC97 > 0.2555704
    ->  class 0\|0  [0.975]

Rule 11/9: (213.5/5.9, lift 16.6)
    PC4 > -8.071015
    PC13 <= 6.880823
    PC14 > -1.775794
    PC18 > 1.725152
    PC19 <= 0.008498676
    PC22 > -0.5050016
    PC33 <= 3.237279
    PC49 <= 0.2614544
    PC53 <= -0.8056883
    PC56 <= 0.7090798
    PC63 > -1.234706
    PC97 <= 0.2555704
    ->  class 0\|0  [0.968]

Rule 11/10: (28.9, lift 16.6)
    PC4 > -8.071015
    PC13 <= 6.880823
    PC18 > 1.725152
    PC19 <= 0.008498676
    PC33 <= 3.237279
    PC43 <= -1.154644
    PC52 > -6.357232
    PC97 > 0.2555704
    ->  class 0\|0  [0.968]

Rule 11/11: (54.1/0.9, lift 16.6)
    PC2 <= 6.63899
    PC4 <= -8.071015
    PC18 > 1.725152
    PC90 <= 0.01276649
    ->  class 0\|0  [0.966]

Rule 11/12: (26.6, lift 16.6)
    PC2 > 2.5099
    PC13 <= 6.880823
    PC14 > -1.775794
    PC18 > -0.597527
    PC40 <= -2.748798
    PC86 <= -1.263183
    ->  class 0\|0  [0.965]

Rule 11/13: (68.7/2.9, lift 16.2)
    PC2 <= 6.63899
    PC4 <= -8.071015
    PC18 > 1.725152
    PC84 <= 0.05418011
    ->  class 0\|0  [0.944]

Rule 11/14: (41.5/1.7, lift 16.1)
    PC2 <= 6.63899
    PC4 <= -8.071015
    PC18 > 1.725152
    PC26 <= 0.6551214
    PC78 <= -0.1263285
    ->  class 0\|0  [0.938]

Rule 11/15: (47.9/2.6, lift 15.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 <= -0.1974562
    PC13 <= -0.3155258
    PC18 > -0.597527
    PC18 <= 1.725152
    PC47 <= -0.9079783
    ->  class 0\|0  [0.929]

Rule 11/16: (59.1/3.4, lift 15.9)
    PC2 > 2.5099
    PC12 > 0.2704921
    PC13 <= 1.572708
    PC17 <= 0.2186834
    PC18 > 0.7212847
    PC18 <= 1.725152
    PC40 > -2.748798
    PC93 > -1.122627
    PC99 <= 0.4290221
    ->  class 0\|0  [0.928]

Rule 11/17: (145.9/11.5, lift 15.7)
    PC13 <= 6.880823
    PC14 > -1.775794
    PC18 > 1.725152
    PC26 <= 0.6551214
    PC38 <= 3.234724
    PC49 > 0.2614544
    PC51 <= 0.6068897
    PC56 <= 0.7090798
    PC63 > 0.3291067
    PC87 <= 0.6524553
    PC97 <= 0.2555704
    ->  class 0\|0  [0.915]

Rule 11/18: (8.3, lift 15.4)
    PC2 > 2.5099
    PC13 <= 6.880823
    PC14 > -1.775794
    PC18 > 0.7212847
    PC18 <= 1.725152
    PC43 <= -2.217216
    ->  class 0\|0  [0.898]

Rule 11/19: (7, lift 15.3)
    PC13 > 6.880823
    PC18 > 3.718587
    PC31 > 0.1783828
    ->  class 0\|0  [0.889]

Rule 11/20: (128.9/14.4, lift 15.2)
    PC3 > -1.155324
    PC14 > -1.775794
    PC18 > 1.725152
    PC26 <= 0.6551214
    PC40 <= 2.539887
    PC43 > -1.154644
    ->  class 0\|0  [0.882]

Rule 11/21: (5, lift 14.7)
    PC13 <= 6.880823
    PC18 > 1.725152
    PC33 <= 3.237279
    PC97 > 0.2555704
    PC98 > 1.189503
    ->  class 0\|0  [0.856]

Rule 11/22: (3.8, lift 14.2)
    PC10 <= -7.303295
    PC18 > 1.725152
    PC26 <= 0.6551214
    PC97 > 0.2555704
    ->  class 0\|0  [0.828]

Rule 11/23: (3.3, lift 13.9)
    PC13 > 6.880823
    PC18 > 3.718587
    PC37 <= -0.2538081
    ->  class 0\|0  [0.810]

Rule 11/24: (130/37.2, lift 12.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 > 0.1860192
    PC13 <= 1.572708
    PC18 > -0.597527
    ->  class 0\|0  [0.711]

Rule 11/25: (43.2/0.5, lift 11.6)
    PC13 <= 6.880823
    PC14 > -1.775794
    PC18 > 1.725152
    PC52 <= -6.357232
    ->  class 0\|1  [0.968]

Rule 11/26: (76.3/1.6, lift 11.6)
    PC14 > -1.775794
    PC18 > -0.597527
    PC26 <= 0.6551214
    PC33 > 3.237279
    PC40 > -2.748798
    PC91 <= 2.682686
    PC100 > -0.929904
    ->  class 0\|1  [0.967]

Rule 11/27: (92.3/2.2, lift 11.6)
    PC13 <= 6.880823
    PC14 > -1.775794
    PC18 > 1.725152
    PC18 <= 2.683598
    PC38 > -1.015858
    PC40 <= 2.539887
    PC49 <= 0.2614544
    PC53 > -0.8056883
    PC97 <= 0.2555704
    ->  class 0\|1  [0.966]

Rule 11/28: (26.9, lift 11.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 <= -0.7106125
    PC18 <= -0.597527
    PC46 > -1.653768
    PC94 > 1.092788
    ->  class 0\|1  [0.965]

Rule 11/29: (23.2/0.1, lift 11.5)
    PC2 > 2.5099
    PC3 > -0.6679491
    PC3 <= 1.640775
    PC18 > -0.597527
    PC18 <= 1.725152
    PC59 <= 0.2697162
    PC77 <= 0.3405924
    ->  class 0\|1  [0.956]

Rule 11/30: (29.1/2.8, lift 10.5)
    PC3 <= 1.640775
    PC18 <= -0.597527
    PC19 <= 0.6316684
    PC46 > -1.653768
    PC54 <= 3.096431
    PC70 <= 2.60459
    PC78 > 2.745598
    ->  class 0\|1  [0.878]

Rule 11/31: (70.2/11, lift 10.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 <= -0.7106125
    PC17 > -2.007643
    PC18 <= -0.597527
    PC99 > -2.727979
    ->  class 0\|1  [0.833]

Rule 11/32: (112.5/18.1, lift 10.0)
    PC2 > 2.5099
    PC13 <= 6.880823
    PC14 > -1.775794
    PC18 > 1.725152
    PC18 <= 2.683598
    PC19 <= 0.008498676
    PC40 <= 2.539887
    PC49 <= 0.2614544
    PC63 > -1.234706
    PC87 <= 0.6524553
    PC97 <= 0.2555704
    ->  class 0\|1  [0.833]

Rule 11/33: (7.8/0.9, lift 9.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC9 > 0.6433303
    PC18 <= -0.597527
    PC28 <= -0.05609887
    PC78 <= 2.745598
    ->  class 0\|1  [0.805]

Rule 11/34: (17.3/2.9, lift 9.6)
    PC10 <= -7.258377
    PC18 > 2.683598
    PC97 <= 0.2555704
    PC100 > -0.929904
    ->  class 0\|1  [0.799]

Rule 11/35: (46.8/10.2, lift 9.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 <= -0.597527
    PC46 <= -1.653768
    PC87 > -1.711336
    ->  class 0\|1  [0.771]

Rule 11/36: (3526/2012.2, lift 5.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -0.597527
    ->  class 0\|1  [0.429]

Rule 11/37: (94.8, lift 9.6)
    PC4 <= -6.879872
    PC18 <= -0.597527
    PC67 > 0.001233689
    PC90 > 0.1579725
    ->  class 0\|2  [0.989]

Rule 11/38: (91.4, lift 9.6)
    PC2 > 2.5099
    PC8 <= -0.3005163
    PC14 <= -1.775794
    PC18 > -0.597527
    PC42 > -2.541008
    ->  class 0\|2  [0.989]

Rule 11/39: (83, lift 9.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 1.572708
    PC18 > -0.597527
    PC18 <= 0.7212847
    PC40 > -2.748798
    PC40 <= -1.017799
    PC41 <= 0.1165162
    ->  class 0\|2  [0.988]

Rule 11/40: (66.6, lift 9.6)
    PC13 > 6.880823
    PC18 > -0.597527
    PC18 <= 3.718587
    PC58 > 2.487152
    ->  class 0\|2  [0.985]

Rule 11/41: (64.5/0.1, lift 9.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -0.597527
    PC40 <= -2.748798
    PC75 <= -0.03743075
    PC86 > -1.263183
    ->  class 0\|2  [0.983]

Rule 11/42: (145.8/1.8, lift 9.5)
    PC2 > 2.5099
    PC3 <= -0.6679491
    PC6 <= 0.1860192
    PC8 <= 0.131999
    PC13 <= 1.572708
    PC14 > -1.775794
    PC18 > -0.597527
    PC18 <= 0.7212847
    PC40 > -2.748798
    PC41 <= 0.1165162
    PC48 > -0.3930171
    PC59 <= 0.2697162
    PC77 <= 0.3405924
    PC85 > -2.089015
    ->  class 0\|2  [0.981]

Rule 11/43: (48.6, lift 9.5)
    PC2 > 2.5099
    PC13 > 1.572708
    PC13 <= 6.880823
    PC18 > -0.597527
    PC18 <= 1.725152
    PC97 > -0.02581947
    ->  class 0\|2  [0.979]

Rule 11/44: (83.1/1.2, lift 9.5)
    PC4 <= -6.879872
    PC7 > -0.7106125
    PC18 > -2.305537
    PC18 <= -0.597527
    ->  class 0\|2  [0.975]

Rule 11/45: (28.1, lift 9.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC8 <= 0.131999
    PC13 <= 1.572708
    PC18 > -0.597527
    PC18 <= 0.7212847
    PC40 > -2.748798
    PC41 <= 0.1165162
    PC67 > 0.217809
    PC77 <= 0.3405924
    PC85 > -2.089015
    ->  class 0\|2  [0.967]

Rule 11/46: (21.4, lift 9.3)
    PC10 <= 3.607901
    PC13 > 6.880823
    PC18 > -0.597527
    PC18 <= 3.718587
    ->  class 0\|2  [0.957]

Rule 11/47: (78/2.8, lift 9.3)
    PC4 > -6.879872
    PC5 <= 2.383095
    PC18 <= -1.757131
    PC19 <= 0.6316684
    PC33 > 2.854491
    PC54 <= 3.096431
    PC71 > -0.551843
    PC71 <= 0.7617124
    PC99 > -2.727979
    ->  class 0\|2  [0.952]

Rule 11/48: (14.1, lift 9.1)
    PC18 > 1.725152
    PC19 > 0.008498676
    PC59 <= -1.958482
    ->  class 0\|2  [0.938]

Rule 11/49: (100.3/5.9, lift 9.1)
    PC3 <= 1.640775
    PC5 > 2.383095
    PC18 <= -0.597527
    PC38 <= 1.509924
    PC45 <= 2.456383
    PC54 <= 3.096431
    PC78 <= 2.745598
    PC87 <= 1.152562
    PC99 > -2.727979
    ->  class 0\|2  [0.932]

Rule 11/50: (27.3/1, lift 9.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 6.880823
    PC14 > -1.775794
    PC18 > -0.597527
    PC18 <= 1.725152
    PC47 > -0.9079783
    PC90 <= -1.91949
    ->  class 0\|2  [0.931]

Rule 11/51: (23.9/1, lift 9.0)
    PC2 > 2.5099
    PC14 > -1.775794
    PC18 > 0.7212847
    PC18 <= 1.725152
    PC65 <= -1.916134
    ->  class 0\|2  [0.924]

Rule 11/52: (182.3/14, lift 8.9)
    PC13 > 6.880823
    PC18 > 0.4228258
    PC18 <= 3.718587
    PC20 > -4.900248
    PC34 > -0.9837109
    PC97 > -6.190364
    ->  class 0\|2  [0.919]

Rule 11/53: (10.9, lift 8.9)
    PC13 > 6.880823
    PC18 > -0.597527
    PC28 > 2.902539
    ->  class 0\|2  [0.918]

Rule 11/54: (9.8, lift 8.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 > -0.1974562
    PC13 <= 1.572708
    PC18 > -0.597527
    PC18 <= 1.725152
    PC47 <= -0.9079783
    ->  class 0\|2  [0.916]

Rule 11/55: (8.1, lift 8.8)
    PC13 > 6.880823
    PC18 > 3.718587
    PC20 <= -3.980935
    ->  class 0\|2  [0.901]

Rule 11/56: (17.6/1.5, lift 8.5)
    PC2 > 2.5099
    PC13 <= 6.880823
    PC14 > -1.775794
    PC18 > 0.7212847
    PC18 <= 1.725152
    PC93 <= -1.122627
    ->  class 0\|2  [0.874]

Rule 11/57: (55.2/7.2, lift 8.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 <= 0.1860192
    PC13 <= 1.572708
    PC18 > -0.597527
    PC18 <= 0.7212847
    PC39 > 0.624705
    PC59 <= 0.2697162
    PC70 > -0.6247793
    PC77 <= 0.3405924
    PC90 > -1.91949
    ->  class 0\|2  [0.856]

Rule 11/58: (94.6/17, lift 7.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 > -0.7106125
    PC18 > -1.757131
    PC18 <= -0.597527
    PC44 > 0.6833789
    PC45 <= 2.456383
    PC54 <= 3.096431
    PC98 > -1.342097
    ->  class 0\|2  [0.814]

Rule 11/59: (22.8/4, lift 7.8)
    PC2 > 2.5099
    PC13 <= 1.572708
    PC18 > -0.597527
    PC18 <= 1.725152
    PC85 <= -2.089015
    ->  class 0\|2  [0.797]

Rule 11/60: (54.7/10.8, lift 7.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC54 <= 3.096431
    PC70 > 2.60459
    PC78 > 2.745598
    PC99 > -2.727979
    ->  class 0\|2  [0.791]

Rule 11/61: (7672.3/5623.1, lift 2.6)
    PC2 > 2.5099
    ->  class 0\|2  [0.267]

Rule 11/62: (96.8, lift 11.5)
    PC2 > 3.449985
    PC4 <= 7.824315
    PC5 <= 2.383095
    PC18 <= -0.597527
    PC20 <= -2.854838
    PC34 > -2.289992
    PC62 <= 0.8403376
    PC64 <= -0.4885505
    PC89 <= 1.077349
    ->  class 0\|3  [0.990]

Rule 11/63: (73.7, lift 11.5)
    PC2 > 2.5099
    PC4 <= 7.824315
    PC5 <= 2.383095
    PC7 > -0.7106125
    PC18 <= -0.597527
    PC63 <= 1.30634
    PC98 <= -1.342097
    ->  class 0\|3  [0.987]

Rule 11/64: (73.8, lift 11.5)
    PC10 > 3.607901
    PC13 > 6.880823
    PC18 > -0.597527
    PC34 <= -0.9837109
    PC58 <= 2.487152
    ->  class 0\|3  [0.987]

Rule 11/65: (75, lift 11.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 <= -0.597527
    PC54 > 3.096431
    ->  class 0\|3  [0.986]

Rule 11/66: (62.3, lift 11.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 <= 7.824315
    PC18 <= -0.597527
    PC38 <= 1.509924
    PC78 <= 2.745598
    PC87 > 1.152562
    ->  class 0\|3  [0.984]

Rule 11/67: (60.1, lift 11.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 <= -0.597527
    PC46 > -1.653768
    PC99 <= -2.727979
    ->  class 0\|3  [0.983]

Rule 11/68: (152/1.5, lift 11.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 > -6.879872
    PC5 <= 2.383095
    PC7 > -0.7106125
    PC18 <= -1.757131
    PC32 > -1.722358
    PC33 <= 2.854491
    PC47 <= -0.6009408
    PC62 <= 0.8403376
    PC63 <= 1.30634
    ->  class 0\|3  [0.983]

Rule 11/69: (52.8, lift 11.4)
    PC2 > 2.5099
    PC4 <= 7.824315
    PC7 > -0.7106125
    PC18 <= -0.597527
    PC45 > 2.456383
    PC78 <= 2.745598
    ->  class 0\|3  [0.982]

Rule 11/70: (78.9/0.7, lift 11.4)
    PC2 > 3.449985
    PC3 <= 1.640775
    PC4 > -6.879872
    PC4 <= 7.824315
    PC9 <= 0.6433303
    PC18 <= -1.757131
    PC33 <= 2.854491
    PC34 > -2.289992
    PC63 > 0.5376515
    PC63 <= 1.30634
    PC64 <= -0.4885505
    PC71 <= 0.7617124
    PC89 <= 1.077349
    ->  class 0\|3  [0.980]

Rule 11/71: (47.5, lift 11.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC5 <= 2.383095
    PC10 > 1.423542
    PC18 > -1.757131
    PC18 <= -0.597527
    PC26 <= 0.6288806
    PC80 <= 0.210486
    PC94 <= 0.5125971
    ->  class 0\|3  [0.980]

Rule 11/72: (47.9, lift 11.4)
    PC2 > 3.449985
    PC3 <= 1.640775
    PC4 > -6.879872
    PC4 <= 7.824315
    PC9 <= 0.6433303
    PC18 <= -1.757131
    PC33 <= 2.854491
    PC43 > -1.984868
    PC62 <= 0.8403376
    PC63 <= 1.30634
    PC64 <= -0.4628634
    PC89 <= 1.077349
    PC95 <= -0.09846061
    ->  class 0\|3  [0.979]

Rule 11/73: (44.2/0.2, lift 11.4)
    PC2 > 2.5099
    PC4 <= 7.824315
    PC5 <= 2.383095
    PC7 > -0.7106125
    PC18 > -1.757131
    PC18 <= -0.597527
    PC63 <= 1.30634
    PC78 <= 2.745598
    PC88 <= -1.770669
    ->  class 0\|3  [0.975]

Rule 11/74: (32.2, lift 11.3)
    PC2 > 2.5099
    PC4 > -6.879872
    PC4 <= 7.824315
    PC18 <= -0.597527
    PC26 <= 0.6288806
    PC43 > 1.216024
    PC46 <= 0.3749334
    PC80 <= 0.210486
    ->  class 0\|3  [0.971]

Rule 11/75: (30.4, lift 11.3)
    PC2 > 2.5099
    PC4 <= 7.824315
    PC7 > -0.7106125
    PC18 <= -0.597527
    PC40 <= -0.6920009
    PC63 > 1.30634
    ->  class 0\|3  [0.969]

Rule 11/76: (51.2/0.7, lift 11.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 > -6.879872
    PC4 <= 7.824315
    PC7 > -0.7106125
    PC18 > -1.757131
    PC18 <= -0.597527
    PC54 > 1.155342
    PC80 <= 0.210486
    ->  class 0\|3  [0.968]

Rule 11/77: (28.8, lift 11.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 6.880823
    PC14 > -1.775794
    PC18 > -0.597527
    PC40 <= -2.748798
    PC75 > -0.03743075
    ->  class 0\|3  [0.968]

Rule 11/78: (26.5, lift 11.2)
    PC2 > 2.5099
    PC4 > -6.879872
    PC5 <= 2.383095
    PC18 > -1.757131
    PC18 <= -0.597527
    PC42 > 2.424541
    ->  class 0\|3  [0.965]

Rule 11/79: (25.5, lift 11.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC19 > 0.6316684
    ->  class 0\|3  [0.964]

Rule 11/80: (24.6, lift 11.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 <= -0.7106125
    PC17 <= -2.007643
    PC33 <= -1.425962
    ->  class 0\|3  [0.962]

Rule 11/81: (152.4/5.1, lift 11.2)
    PC2 > 2.5099
    PC4 <= 7.824315
    PC7 > -0.7106125
    PC18 <= -0.597527
    PC38 > 1.509924
    ->  class 0\|3  [0.960]

Rule 11/82: (24.1, lift 11.2)
    PC2 > 2.5099
    PC13 > 1.572708
    PC13 <= 6.880823
    PC18 > -0.597527
    PC18 <= 1.725152
    PC40 > -2.748798
    PC97 <= -0.02581947
    ->  class 0\|3  [0.960]

Rule 11/83: (22.2, lift 11.2)
    PC4 > -6.879872
    PC18 > -1.757131
    PC18 <= -0.597527
    PC26 <= 0.6288806
    PC44 <= 0.6833789
    PC50 > 0.424627
    PC54 <= 1.155342
    PC63 <= 1.30634
    PC80 <= 0.210486
    ->  class 0\|3  [0.959]

Rule 11/84: (25.1/0.2, lift 11.1)
    PC4 <= -6.879872
    PC18 <= -2.305537
    PC66 > 0.1430771
    ->  class 0\|3  [0.955]

Rule 11/85: (19.1, lift 11.1)
    PC2 > 2.5099
    PC14 <= -1.775794
    PC42 <= -2.541008
    ->  class 0\|3  [0.953]

Rule 11/86: (25.4/0.5, lift 11.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 > -4.529345
    PC5 <= 2.383095
    PC18 > -1.757131
    PC18 <= -0.597527
    PC35 > 0.1707816
    PC44 <= 0.6833789
    PC63 <= 1.30634
    PC80 <= 0.210486
    PC94 <= 0.5125971
    ->  class 0\|3  [0.947]

Rule 11/87: (12.9, lift 10.9)
    PC4 <= -4.529345
    PC6 > -0.2150508
    PC18 > -1.757131
    PC18 <= -0.597527
    PC80 <= 0.210486
    PC94 <= 0.5125971
    ->  class 0\|3  [0.933]

Rule 11/88: (11, lift 10.7)
    PC4 > 7.824315
    PC15 <= -1.287898
    PC18 <= -0.597527
    ->  class 0\|3  [0.923]

Rule 11/89: (591.6/50.6, lift 10.6)
    PC4 > -6.879872
    PC4 <= 7.824315
    PC7 > -0.7106125
    PC7 <= 1.805081
    PC9 <= 0.6433303
    PC18 <= -1.757131
    PC32 > -1.722358
    PC32 <= 0.9692289
    PC33 <= 2.854491
    PC38 <= 1.478495
    PC57 <= 1.423615
    PC59 > -2.38706
    PC63 <= 1.30634
    PC64 > -0.4628634
    PC71 <= 0.7617124
    PC82 > -1.312534
    ->  class 0\|3  [0.913]

Rule 11/90: (65.2/6.1, lift 10.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 > -6.879872
    PC4 <= 7.824315
    PC5 <= 2.383095
    PC18 > -1.757131
    PC18 <= -0.597527
    PC44 <= 0.6833789
    PC46 > 0.3749334
    ->  class 0\|3  [0.894]

Rule 11/91: (38.8/3.5, lift 10.4)
    PC4 <= -6.879872
    PC18 <= -2.305537
    PC63 <= 1.30634
    PC67 <= 0.001233689
    ->  class 0\|3  [0.889]

Rule 11/92: (6.5, lift 10.3)
    PC2 > 2.5099
    PC8 > -0.3005163
    PC14 <= -1.775794
    PC18 > -0.597527
    ->  class 0\|3  [0.883]

Rule 11/93: (158.2/18.2, lift 10.3)
    PC2 > 2.5099
    PC4 <= 7.824315
    PC7 > -0.7106125
    PC18 <= -0.597527
    PC78 <= 2.745598
    PC92 <= -1.575889
    ->  class 0\|3  [0.880]

Rule 11/94: (33.7/3.7, lift 10.1)
    PC2 > 2.5099
    PC7 <= -0.7106125
    PC17 <= -2.007643
    PC46 > -1.653768
    PC82 <= -2.350466
    ->  class 0\|3  [0.868]

Rule 11/95: (197.5/30.6, lift 9.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 > -6.879872
    PC4 <= 7.824315
    PC18 <= -1.757131
    PC46 > -1.653768
    PC63 <= 1.30634
    PC71 <= -0.551843
    ->  class 0\|3  [0.841]

Rule 11/96: (52/7.7, lift 9.8)
    PC4 <= -6.879872
    PC7 > -0.7106125
    PC18 <= -2.305537
    PC72 > -0.08584301
    PC90 <= 0.1579725
    ->  class 0\|3  [0.840]

Rule 11/97: (21.8/3, lift 9.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 <= -0.7106125
    PC15 <= -1.137561
    PC18 <= -0.597527
    PC46 > -1.653768
    ->  class 0\|3  [0.834]

Rule 11/98: (8.1/0.9, lift 9.4)
    PC4 > 7.824315
    PC9 <= 0.6433303
    PC18 <= -0.597527
    PC37 <= -2.450752
    ->  class 0\|3  [0.808]

Rule 11/99: (141.6/38.9, lift 8.4)
    PC13 > 6.880823
    PC18 <= 0.4228258
    ->  class 0\|3  [0.722]

Rule 11/100: (198.6/2.3, lift 19.1)
    PC2 > 2.5099
    PC3 > 1.640775
    PC8 > -3.620445
    PC25 > -0.03263944
    PC39 > -0.09906762
    PC47 > -0.295758
    PC77 <= 0.7041603
    PC85 <= -0.3480356
    ->  class 1\|0  [0.984]

Rule 11/101: (56.6, lift 19.1)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.9381145
    PC19 <= 0.3643757
    PC26 <= 0.07516892
    PC46 > 0.3056405
    PC55 > -0.3197942
    PC83 <= 0.3704055
    PC86 <= 0.5637985
    ->  class 1\|0  [0.982]

Rule 11/102: (55.9/0.3, lift 19.0)
    PC1 > -0.430681
    PC12 > 2.889639
    PC16 > -1.963041
    PC73 > -0.1765695
    ->  class 1\|0  [0.977]

Rule 11/103: (330.2/9, lift 18.8)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC5 <= 12.1829
    PC10 <= 0.1877717
    PC13 <= 0.2095596
    PC16 <= -2.024799
    PC61 > -0.4970973
    PC63 > -2.62196
    PC79 > -0.1254558
    ->  class 1\|0  [0.970]

Rule 11/104: (29.4, lift 18.8)
    PC3 > 0.3930258
    PC14 <= -2.030991
    PC15 > -2.292284
    PC16 <= 0.8572028
    PC69 > -0.5220419
    ->  class 1\|0  [0.968]

Rule 11/105: (65/1.2, lift 18.8)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.9381145
    PC19 <= 0.3643757
    PC46 > 0.9321272
    PC57 > -0.7904734
    PC86 <= 0.5637985
    ->  class 1\|0  [0.967]

Rule 11/106: (26.2, lift 18.7)
    PC3 > 0.3930258
    PC15 <= -2.292284
    PC16 > -1.963041
    PC16 <= 0.8572028
    PC19 > -1.330855
    ->  class 1\|0  [0.965]

Rule 11/107: (80.3/1.9, lift 18.7)
    PC1 > 13.49866
    PC7 > -0.782323
    PC11 <= -0.8052899
    PC12 <= 2.889639
    PC62 <= 0.560158
    ->  class 1\|0  [0.964]

Rule 11/108: (200.7/9.6, lift 18.4)
    PC8 > -3.620445
    PC8 <= 1.692834
    PC16 <= -0.9381145
    PC19 <= 0.3643757
    PC22 > 1.935135
    PC26 <= 0.07516892
    PC39 > -0.09906762
    PC47 > -0.295758
    PC55 > -0.3197942
    PC83 <= 0.3704055
    PC86 <= 0.5637985
    ->  class 1\|0  [0.947]

Rule 11/109: (270.5/24.8, lift 17.6)
    PC1 > -0.430681
    PC5 <= 12.1829
    PC9 > 1.376346
    PC16 <= -1.963041
    PC19 > 1.883735
    PC90 <= 0.5382626
    ->  class 1\|0  [0.905]

Rule 11/110: (5.5, lift 16.8)
    PC2 <= 2.5099
    PC16 <= -1.963041
    PC19 <= 1.883735
    PC42 <= -2.549539
    ->  class 1\|0  [0.867]

Rule 11/111: (58.4/10.5, lift 15.7)
    PC1 > -0.1814509
    PC2 <= 2.5099
    PC15 > -3.116522
    PC25 > 0.7090623
    ->  class 1\|0  [0.810]

Rule 11/112: (49.1/15.2, lift 13.3)
    PC1 > -0.1814509
    PC2 <= 2.5099
    PC3 > 0.3930258
    PC16 > -1.963041
    PC16 <= 0.8572028
    PC19 > -1.330855
    PC69 > -0.5220419
    PC99 <= -0.4568278
    ->  class 1\|0  [0.683]

Rule 11/113: (139.2, lift 14.4)
    PC5 > 12.1829
    PC16 <= -1.963041
    PC28 <= 0.2567424
    PC95 > -0.06860722
    ->  class 1\|1  [0.993]

Rule 11/114: (222.6/1.6, lift 14.3)
    PC1 > -0.430681
    PC12 > 2.889639
    PC16 > -1.963041
    PC73 <= -0.1765695
    ->  class 1\|1  [0.989]

Rule 11/115: (59.5, lift 14.3)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.9381145
    PC26 > 0.07516892
    PC46 <= 0.9321272
    PC85 > -0.3480356
    ->  class 1\|1  [0.984]

Rule 11/116: (56.9, lift 14.3)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.9381145
    PC47 <= -0.295758
    ->  class 1\|1  [0.983]

Rule 11/117: (178.4/2.2, lift 14.2)
    PC1 > -0.1814509
    PC2 <= 2.5099
    PC3 > 0.3930258
    PC10 > -0.5955303
    PC15 > -2.292284
    PC16 > -1.963041
    PC16 <= 0.8572028
    PC19 > -1.330855
    PC21 > -0.8096619
    PC25 <= 0.7090623
    PC32 > -1.31353
    PC59 <= 1.023718
    PC69 > -0.5220419
    PC84 <= 0.3777474
    PC99 > -0.4568278
    ->  class 1\|1  [0.982]

Rule 11/118: (125.7/1.8, lift 14.2)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC5 <= 12.1829
    PC9 <= 1.376346
    PC10 > 0.1877717
    PC16 <= -1.963041
    PC28 <= 0.2567424
    PC38 > -0.7205423
    PC44 > -1.972712
    PC73 <= 1.257636
    ->  class 1\|1  [0.978]

Rule 11/119: (52.3/0.2, lift 14.2)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC16 <= -1.963041
    PC28 <= 0.2567424
    PC90 > 0.5382626
    ->  class 1\|1  [0.978]

Rule 11/120: (35.8, lift 14.1)
    PC2 > 2.5099
    PC8 <= -3.620445
    PC16 <= -0.9381145
    ->  class 1\|1  [0.974]

Rule 11/121: (34.7, lift 14.1)
    PC1 > 13.49866
    PC3 <= 0.3930258
    PC11 > -0.8052899
    PC15 > -3.116522
    PC16 > -1.963041
    PC19 > -1.661511
    ->  class 1\|1  [0.973]

Rule 11/122: (97.9/1.7, lift 14.1)
    PC3 > 1.640775
    PC16 <= -0.9381145
    PC19 <= 0.3643757
    PC22 <= 1.935135
    PC25 > -0.03263944
    PC39 > -0.09906762
    PC46 <= 0.3056405
    PC55 > -0.3197942
    ->  class 1\|1  [0.973]

Rule 11/123: (35.6, lift 14.1)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.9381145
    PC86 > 0.5637985
    ->  class 1\|1  [0.973]

Rule 11/124: (34, lift 14.1)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.9381145
    PC25 <= -0.03263944
    ->  class 1\|1  [0.972]

Rule 11/125: (32.6, lift 14.1)
    PC8 > 1.692834
    PC16 <= -0.9381145
    PC25 > -0.03263944
    PC39 > -0.09906762
    PC57 > -0.7904734
    PC83 <= 0.3704055
    PC85 > -0.3480356
    ->  class 1\|1  [0.971]

Rule 11/126: (31.2, lift 14.1)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.9381145
    PC46 <= 0.9321272
    PC83 > 0.3704055
    ->  class 1\|1  [0.970]

Rule 11/127: (29.5, lift 14.0)
    PC2 > 2.5099
    PC3 > 1.640775
    PC15 > -0.01785663
    PC19 > 0.3643757
    ->  class 1\|1  [0.968]

Rule 11/128: (27, lift 14.0)
    PC1 > -0.430681
    PC3 <= 0.3930258
    PC12 <= 0.7567332
    PC18 > 0.1661444
    PC19 <= -1.661511
    ->  class 1\|1  [0.965]

Rule 11/129: (36.6/0.5, lift 13.9)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.9381145
    PC39 <= -0.09906762
    ->  class 1\|1  [0.962]

Rule 11/130: (21.9/0.1, lift 13.8)
    PC3 > 1.640775
    PC15 > -0.01785663
    PC19 <= 0.3643757
    PC39 > -0.09906762
    PC46 <= 0.9321272
    PC47 > -0.295758
    PC55 <= -0.3197942
    PC85 > -0.3480356
    ->  class 1\|1  [0.954]

Rule 11/131: (39.7/1, lift 13.8)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.9381145
    PC57 <= -0.7904734
    ->  class 1\|1  [0.951]

Rule 11/132: (107.2/4.5, lift 13.8)
    PC2 > 2.5099
    PC3 > 1.640775
    PC15 > -0.01785663
    PC16 > -0.9381145
    PC22 > -2.091307
    PC50 > -0.1767377
    PC72 > -1.208527
    ->  class 1\|1  [0.949]

Rule 11/133: (215.6/10.6, lift 13.7)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC5 <= 12.1829
    PC10 > 0.1877717
    PC16 <= -1.963041
    PC19 <= 1.883735
    PC28 <= 0.2567424
    PC38 <= 0.2364037
    PC42 > -2.549539
    PC44 > -1.972712
    PC73 <= 1.257636
    ->  class 1\|1  [0.947]

Rule 11/134: (17.4/0.1, lift 13.7)
    PC1 > 13.49866
    PC3 <= 0.3930258
    PC11 <= -0.8052899
    PC62 > 0.560158
    ->  class 1\|1  [0.943]

Rule 11/135: (12, lift 13.5)
    PC1 > 13.49866
    PC3 <= 0.3930258
    PC7 <= -0.782323
    PC15 > -3.116522
    PC19 > -1.661511
    ->  class 1\|1  [0.929]

Rule 11/136: (9.6, lift 13.2)
    PC2 <= 2.5099
    PC10 <= 0.1877717
    PC13 <= 0.2095596
    PC16 <= -1.963041
    PC28 <= 0.2567424
    PC61 <= -0.4970973
    ->  class 1\|1  [0.909]

Rule 11/137: (7.7, lift 13.0)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.9381145
    PC77 > 0.7041603
    ->  class 1\|1  [0.897]

Rule 11/138: (19.6/1.8, lift 12.6)
    PC1 > -0.430681
    PC13 <= 0.2095596
    PC16 > -2.024799
    PC16 <= -1.963041
    PC28 <= 0.2567424
    PC73 <= 1.257636
    ->  class 1\|1  [0.870]

Rule 11/139: (50.4/7.2, lift 12.2)
    PC2 > 2.5099
    PC3 > 1.640775
    PC4 <= -2.170555
    PC15 > -0.01785663
    PC16 > -0.9381145
    PC22 > -2.091307
    PC72 > -1.208527
    ->  class 1\|1  [0.844]

Rule 11/140: (25.9/3.8, lift 12.0)
    PC2 > -6.986035
    PC3 <= -3.191808
    PC12 <= 0.7567332
    PC19 <= -1.661511
    ->  class 1\|1  [0.830]

Rule 11/141: (3.7, lift 12.0)
    PC2 > 2.5099
    PC3 > 1.640775
    PC15 <= -0.01785663
    PC16 <= 0.6269175
    ->  class 1\|1  [0.826]

Rule 11/142: (72.7/12.9, lift 11.8)
    PC1 > -0.430681
    PC1 <= -0.1814509
    PC2 <= 2.5099
    PC15 > -3.116522
    PC40 <= -0.4615879
    ->  class 1\|1  [0.814]

Rule 11/143: (39.7/8.6, lift 11.2)
    PC1 > -0.430681
    PC1 <= 13.49866
    PC2 <= 2.5099
    PC3 <= 0.3930258
    PC8 > -0.9156818
    PC15 > -3.116522
    PC19 > -1.661511
    PC42 > 0.6910079
    ->  class 1\|1  [0.770]

Rule 11/144: (181.4/48.1, lift 10.6)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC13 <= 0.2095596
    PC16 <= -1.963041
    PC61 > -0.4970973
    PC79 <= -0.1254558
    ->  class 1\|1  [0.732]

Rule 11/145: (69.7, lift 15.2)
    PC3 > 0.3930258
    PC9 > 1.540722
    PC12 <= 2.889639
    PC15 > -3.116522
    PC16 > 0.8572028
    PC25 <= 0.7090623
    PC87 <= 0.008622233
    ->  class 1\|2  [0.986]

Rule 11/146: (57.8, lift 15.2)
    PC3 > 0.3930258
    PC12 <= 2.889639
    PC16 > 0.8572028
    PC45 <= -0.1783837
    PC50 <= 0.274063
    PC55 > 0.5433202
    ->  class 1\|2  [0.983]

Rule 11/147: (47.4, lift 15.1)
    PC2 <= 2.5099
    PC3 > 0.3930258
    PC5 <= 2.990929
    PC13 <= -0.5631196
    PC16 > -1.963041
    PC25 <= 0.7090623
    ->  class 1\|2  [0.980]

Rule 11/148: (48.8, lift 15.1)
    PC3 > 0.3930258
    PC16 > 0.8572028
    PC25 <= 0.7090623
    PC70 > 0.8784015
    ->  class 1\|2  [0.980]

Rule 11/149: (39.1, lift 15.0)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > 0.3930258
    PC15 > -2.292284
    PC16 > -1.963041
    PC19 > -1.330855
    PC25 <= 0.7090623
    PC69 > -0.5220419
    PC84 > 0.3777474
    ->  class 1\|2  [0.976]

Rule 11/150: (36.3, lift 15.0)
    PC5 > 12.1829
    PC28 <= 0.2567424
    PC95 <= -0.06860722
    ->  class 1\|2  [0.974]

Rule 11/151: (94.7/2.3, lift 14.9)
    PC1 > -0.430681
    PC6 > 6.320586
    PC16 > 0.8572028
    PC35 <= 0.38775
    PC41 > -1.010532
    PC55 <= -1.772928
    ->  class 1\|2  [0.966]

Rule 11/152: (27.5, lift 14.9)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > 0.3930258
    PC15 > -3.116522
    PC16 > 0.8572028
    PC50 > 0.274063
    PC55 > -1.772928
    ->  class 1\|2  [0.966]

Rule 11/153: (37.9/0.4, lift 14.9)
    PC3 > 0.3930258
    PC12 <= 2.889639
    PC15 > -3.116522
    PC16 > 0.8572028
    PC29 > -0.2230649
    PC45 <= -0.1783837
    PC77 <= 0.2681132
    PC87 > 0.008622233
    ->  class 1\|2  [0.965]

Rule 11/154: (220.9/7.8, lift 14.8)
    PC1 > -0.430681
    PC2 > -6.986035
    PC3 > -3.191808
    PC3 <= 0.3930258
    PC12 <= 0.7567332
    PC15 > -3.028665
    PC18 <= 0.1661444
    PC19 <= -1.661511
    PC38 <= 0.6081832
    PC79 <= 0.5068917
    ->  class 1\|2  [0.961]

Rule 11/155: (29.1/0.2, lift 14.8)
    PC1 > -0.430681
    PC3 > 0.3930258
    PC12 <= 2.889639
    PC16 > 0.8572028
    PC41 <= -1.010532
    ->  class 1\|2  [0.961]

Rule 11/156: (23.3, lift 14.8)
    PC2 > 2.5099
    PC3 > 1.640775
    PC15 > -0.01785663
    PC16 > -0.9381145
    PC72 <= -1.208527
    ->  class 1\|2  [0.960]

Rule 11/157: (22.3, lift 14.8)
    PC3 > 1.640775
    PC15 > -0.01785663
    PC16 > -0.9381145
    PC22 <= -2.091307
    ->  class 1\|2  [0.959]

Rule 11/158: (22.1, lift 14.8)
    PC2 > 2.5099
    PC3 > 1.640775
    PC15 > -0.443954
    PC15 <= -0.01785663
    PC65 > 0.01915797
    ->  class 1\|2  [0.958]

Rule 11/159: (37.6/0.9, lift 14.7)
    PC2 > 2.5099
    PC3 > 1.640775
    PC15 <= -0.443954
    PC50 > -0.3236801
    ->  class 1\|2  [0.951]

Rule 11/160: (18.6, lift 14.6)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > 0.3930258
    PC16 > 0.8572028
    PC44 > 0.1252853
    PC45 > -0.1783837
    PC55 > -1.772928
    PC87 > 0.008622233
    ->  class 1\|2  [0.949]

Rule 11/161: (16.6, lift 14.6)
    PC2 <= 2.5099
    PC16 <= -1.963041
    PC28 > 0.2567424
    ->  class 1\|2  [0.946]

Rule 11/162: (132.5/6.4, lift 14.6)
    PC1 > -0.1814509
    PC2 <= 2.5099
    PC3 > 0.3930258
    PC16 > 0.8572028
    PC45 > -0.1783837
    PC50 > -0.4134688
    PC57 <= 0.646654
    PC87 > 0.008622233
    ->  class 1\|2  [0.945]

Rule 11/163: (15.8, lift 14.6)
    PC2 <= 2.5099
    PC16 <= -1.963041
    PC44 <= -1.972712
    ->  class 1\|2  [0.944]

Rule 11/164: (34.6/1.2, lift 14.5)
    PC2 > 2.5099
    PC3 > 1.640775
    PC4 > -2.170555
    PC15 > -0.01785663
    PC16 > -0.9381145
    PC50 <= -0.1767377
    ->  class 1\|2  [0.939]

Rule 11/165: (11.6, lift 14.3)
    PC2 <= 2.5099
    PC3 > 0.3930258
    PC16 > 0.8572028
    PC25 <= 0.7090623
    PC29 <= -0.2230649
    PC55 > -1.772928
    ->  class 1\|2  [0.926]

Rule 11/166: (11, lift 14.2)
    PC2 <= 2.5099
    PC9 <= -2.7624
    PC15 <= -3.116522
    PC50 <= -0.5004689
    ->  class 1\|2  [0.923]

Rule 11/167: (130/13.7, lift 13.7)
    PC2 > 2.5099
    PC3 > 1.640775
    PC15 <= -0.01785663
    PC16 > 0.6269175
    PC65 <= 0.01915797
    ->  class 1\|2  [0.889]

Rule 11/168: (10.4/1, lift 12.9)
    PC2 <= 2.5099
    PC5 <= 12.1829
    PC16 <= -1.963041
    PC73 > 1.257636
    ->  class 1\|2  [0.837]

Rule 11/169: (1690.3/919.2, lift 7.0)
    PC1 > -0.1814509
    PC2 <= 2.5099
    PC3 > 0.3930258
    PC12 <= 2.889639
    PC16 > -1.963041
    ->  class 1\|2  [0.456]

Rule 11/170: (34, lift 14.5)
    PC1 > -0.1814509
    PC2 <= 2.5099
    PC3 > 0.3930258
    PC10 <= -0.5955303
    PC15 > -2.292284
    PC16 > -1.963041
    PC19 > -1.330855
    PC99 > -0.4568278
    ->  class 1\|3  [0.972]

Rule 11/171: (154.5/3.6, lift 14.5)
    PC2 > 2.5099
    PC3 > 1.640775
    PC15 <= -0.443954
    PC50 <= -0.3236801
    PC65 > 0.01915797
    ->  class 1\|3  [0.971]

Rule 11/172: (29.3, lift 14.4)
    PC3 > 0.3930258
    PC19 <= -1.330855
    PC49 <= -1.559507
    ->  class 1\|3  [0.968]

Rule 11/173: (12.5, lift 13.9)
    PC1 > -0.430681
    PC16 <= 0.8572028
    PC19 <= -1.330855
    PC77 <= -1.26034
    ->  class 1\|3  [0.931]

Rule 11/174: (80.4/6, lift 13.6)
    PC1 > -0.1814509
    PC2 <= 2.5099
    PC10 <= -0.004356579
    PC15 > -3.116522
    PC16 > -1.963041
    PC19 > -1.330855
    PC69 <= -0.5220419
    ->  class 1\|3  [0.916]

Rule 11/175: (74.5/10.3, lift 12.7)
    PC2 <= 2.5099
    PC3 > 0.3930258
    PC15 > -3.116522
    PC16 > -1.963041
    PC19 <= -1.330855
    PC25 <= 0.7090623
    PC66 > 0.2001342
    ->  class 1\|3  [0.852]

Rule 11/176: (4.4/0.5, lift 11.4)
    PC1 > -0.430681
    PC3 <= 0.3930258
    PC19 <= -1.661511
    PC38 > 0.6081832
    ->  class 1\|3  [0.769]

Rule 11/177: (12.1/3.8, lift 9.8)
    PC2 <= 2.5099
    PC3 > 0.3930258
    PC16 <= 0.8572028
    PC19 <= -1.330855
    PC24 > 0.4887501
    ->  class 1\|3  [0.658]

Rule 11/178: (777.7/265.6, lift 9.8)
    PC1 > -0.1814509
    PC2 <= 2.5099
    PC3 > 0.3930258
    PC5 <= 2.990929
    PC12 <= 2.889639
    PC16 > 0.8572028
    PC25 <= 0.7090623
    PC70 <= 0.8784015
    ->  class 1\|3  [0.658]

Rule 11/179: (909.7/434.3, lift 7.8)
    PC1 > -0.430681
    PC1 <= -0.1814509
    PC2 <= 2.5099
    PC8 > -0.2356265
    PC16 > -1.963041
    PC40 > -0.4615879
    PC56 <= 0.2542848
    PC73 <= 0.155719
    ->  class 1\|3  [0.523]

Rule 11/180: (26.7/15.1, lift 6.5)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC13 > 0.2095596
    PC16 <= -1.963041
    ->  class 1\|3  [0.439]

Rule 11/181: (311.9/0.8, lift 13.9)
    PC1 <= -0.430681
    PC7 > 0.3800869
    PC8 > 0.5069594
    PC20 <= 0.004934375
    PC26 <= 4.165228
    PC62 <= 1.151694
    PC68 > 1.206213
    ->  class 2\|0  [0.994]

Rule 11/182: (186.8/0.5, lift 13.9)
    PC8 > 0.5069594
    PC10 <= -0.01892133
    PC19 <= 0.4173554
    PC21 > 2.093728
    ->  class 2\|0  [0.992]

Rule 11/183: (55.8/0.4, lift 13.6)
    PC1 <= -0.430681
    PC2 > -6.365885
    PC8 > 0.5069594
    PC19 <= -1.239717
    PC23 <= 1.307535
    PC45 <= -0.1767885
    ->  class 2\|0  [0.976]

Rule 11/184: (27.4, lift 13.5)
    PC1 > -0.430681
    PC1 <= 13.49866
    PC2 <= 2.5099
    PC3 <= 0.3930258
    PC8 > -0.9156818
    PC16 > -1.963041
    PC41 <= 0.9601465
    PC43 > 1.244184
    ->  class 2\|0  [0.966]

Rule 11/185: (492.6/22.3, lift 13.3)
    PC1 <= -0.430681
    PC2 > -6.365885
    PC8 > 0.5069594
    PC19 <= -1.239717
    PC23 <= 1.307535
    PC41 <= 1.197411
    PC42 > -0.5061315
    PC46 <= 1.480478
    PC59 <= 0.3109601
    PC63 <= 0.1882535
    PC75 <= 1.016341
    PC97 > -0.2732452
    ->  class 2\|0  [0.953]

Rule 11/186: (55/1.8, lift 13.3)
    PC1 > -0.430681
    PC3 <= 0.3930258
    PC12 > 0.7567332
    PC16 > -1.963041
    PC19 <= -1.661511
    ->  class 2\|0  [0.951]

Rule 11/187: (22.3/0.2, lift 13.3)
    PC1 <= -0.430681
    PC8 > 1.14407
    PC10 <= -0.01892133
    PC24 > -0.298875
    PC28 <= -0.1569469
    ->  class 2\|0  [0.950]

Rule 11/188: (55.1/2.1, lift 13.2)
    PC1 <= -0.430681
    PC8 > 1.14407
    PC10 <= -0.01892133
    PC13 > -0.403196
    PC24 <= -0.298875
    ->  class 2\|0  [0.945]

Rule 11/189: (15.4, lift 13.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.5069594
    PC10 <= -0.01892133
    PC16 <= -0.5142595
    PC19 <= 0.4173554
    PC20 <= 0.1762612
    ->  class 2\|0  [0.943]

Rule 11/190: (12.9, lift 13.0)
    PC1 <= -0.430681
    PC8 > 0.5069594
    PC10 <= -0.01892133
    PC53 > 1.333356
    ->  class 2\|0  [0.933]

Rule 11/191: (83.5/4.9, lift 13.0)
    PC1 <= -0.430681
    PC8 > 1.14407
    PC10 <= -0.4950449
    ->  class 2\|0  [0.931]

Rule 11/192: (8.9, lift 12.7)
    PC2 <= 2.5099
    PC8 > 0.5069594
    PC10 <= -0.01892133
    PC13 <= -0.403196
    PC19 > -1.239717
    ->  class 2\|0  [0.908]

Rule 11/193: (8, lift 12.6)
    PC1 > -0.430681
    PC1 <= -0.1814509
    PC2 <= 2.5099
    PC8 > 1.117307
    PC16 > -1.963041
    PC56 <= 0.2542848
    ->  class 2\|0  [0.900]

Rule 11/194: (178/18.2, lift 12.5)
    PC1 <= -0.430681
    PC8 > 1.14407
    PC10 <= -0.01892133
    PC11 > 0.9214363
    PC13 > -0.403196
    PC20 <= 0.1762612
    ->  class 2\|0  [0.893]

Rule 11/195: (51.5/5, lift 12.4)
    PC1 > -0.1814509
    PC1 <= 13.49866
    PC3 <= 0.3930258
    PC8 > -0.9156818
    PC12 > -0.2288934
    PC16 > -1.963041
    PC41 <= 0.9601465
    PC42 <= 0.6910079
    PC64 <= 0.4922342
    ->  class 2\|0  [0.887]

Rule 11/196: (262.4/40.4, lift 11.8)
    PC1 <= -0.430681
    PC8 > 3.041932
    PC14 <= 0.04521783
    PC19 > -1.239717
    PC26 <= 4.165228
    ->  class 2\|0  [0.844]

Rule 11/197: (123.1, lift 9.8)
    PC8 > 0.5069594
    PC8 <= 3.041932
    PC10 > -0.01892133
    PC13 <= 0.4242615
    PC21 > 1.851359
    PC50 > -0.6847122
    ->  class 2\|1  [0.992]

Rule 11/198: (149.8/0.4, lift 9.8)
    PC1 <= -0.430681
    PC8 > 0.5069594
    PC8 <= 3.041932
    PC22 > -1.210699
    PC23 <= 1.621683
    PC50 > 0.1890355
    PC68 <= 0.8394288
    PC86 <= 1.052654
    PC89 > -0.3195174
    ->  class 2\|1  [0.991]

Rule 11/199: (119.1, lift 9.8)
    PC1 <= -0.430681
    PC8 > 0.5069594
    PC8 <= 3.041932
    PC10 > -0.01892133
    PC15 <= 2.144778
    PC19 > -1.239717
    PC21 <= 1.731241
    PC26 <= 4.165228
    PC36 > -0.4828377
    PC50 > -0.6847122
    PC82 > -0.4229476
    PC84 > 0.2418321
    ->  class 2\|1  [0.991]

Rule 11/200: (91.4, lift 9.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.62821
    PC28 <= -0.2528225
    ->  class 2\|1  [0.989]

Rule 11/201: (116.6/0.4, lift 9.8)
    PC1 <= -0.430681
    PC8 > 0.5069594
    PC8 <= 3.041932
    PC10 > -0.01892133
    PC13 <= 0.4242615
    PC19 > -1.239717
    PC23 <= 1.621683
    PC50 > -0.6847122
    PC68 <= 0.8394288
    PC89 <= -0.3195174
    ->  class 2\|1  [0.988]

Rule 11/202: (64.5, lift 9.7)
    PC1 <= -0.430681
    PC8 > 0.5069594
    PC19 <= -1.239717
    PC23 <= 1.307535
    PC45 > -0.1767885
    PC59 > 0.3109601
    PC75 <= 1.016341
    ->  class 2\|1  [0.985]

Rule 11/203: (90.1/0.7, lift 9.7)
    PC1 <= -0.430681
    PC7 > 0.3800869
    PC8 > 0.5069594
    PC20 <= 0.004934375
    PC62 > 1.151694
    ->  class 2\|1  [0.982]

Rule 11/204: (50.8, lift 9.7)
    PC1 <= -0.430681
    PC8 > 0.5069594
    PC19 <= -1.239717
    PC20 <= 0.3863277
    PC23 > 1.307535
    ->  class 2\|1  [0.980]

Rule 11/205: (149.5/3.5, lift 9.6)
    PC1 <= -0.430681
    PC7 > 0.04431561
    PC8 > 0.5069594
    PC8 <= 2.24321
    PC10 > -0.01892133
    PC12 > -2.1424
    PC15 <= 2.144778
    PC19 > -1.239717
    PC22 > -1.210699
    PC24 <= 0.338042
    PC36 > -0.4828377
    PC68 <= 0.8394288
    PC73 > -0.8941447
    PC77 > -0.9423219
    PC82 > -0.4229476
    PC84 > -0.3890857
    ->  class 2\|1  [0.970]

Rule 11/206: (31, lift 9.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.5069594
    PC20 > 0.004934375
    PC68 > 1.206213
    ->  class 2\|1  [0.970]

Rule 11/207: (30.4, lift 9.6)
    PC2 <= 2.5099
    PC8 > -2.62821
    PC14 <= -3.562955
    ->  class 2\|1  [0.969]

Rule 11/208: (28.2, lift 9.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.7715472
    PC100 > 3.830744
    ->  class 2\|1  [0.967]

Rule 11/209: (60.3/1.1, lift 9.6)
    PC2 <= -6.365885
    PC8 > 0.5069594
    PC19 <= -1.239717
    PC23 <= 1.307535
    PC68 <= 1.206213
    ->  class 2\|1  [0.965]

Rule 11/210: (21.6, lift 9.5)
    PC1 <= -0.430681
    PC8 > 0.5069594
    PC19 <= -1.239717
    PC23 <= 1.307535
    PC59 <= 0.3109601
    PC63 > 0.1882535
    PC68 <= 1.206213
    ->  class 2\|1  [0.958]

Rule 11/211: (53.7/2.4, lift 9.3)
    PC1 > -0.430681
    PC1 <= 13.49866
    PC3 <= 0.3930258
    PC8 > -0.9156818
    PC16 > -1.963041
    PC19 > -1.661511
    PC41 > 0.9601465
    ->  class 2\|1  [0.939]

Rule 11/212: (12.1, lift 9.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.7715472
    PC8 <= 0.5069594
    PC59 <= -0.3393796
    PC87 > -0.536171
    PC88 > 0.2871338
    ->  class 2\|1  [0.929]

Rule 11/213: (11.4, lift 9.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.5069594
    PC19 > -1.239717
    PC23 > 1.621683
    PC40 > -1.019644
    ->  class 2\|1  [0.925]

Rule 11/214: (11.4, lift 9.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.7715472
    PC8 <= 0.5069594
    PC15 <= 2.977504
    PC45 > 0.3397689
    PC63 <= -0.002314486
    PC66 <= 0.5238416
    ->  class 2\|1  [0.925]

Rule 11/215: (11.7, lift 9.1)
    PC2 <= 2.5099
    PC8 > -0.7715472
    PC8 <= 0.5069594
    PC43 <= -0.2797403
    PC59 > -0.3393796
    PC63 <= -0.002314486
    PC66 > 0.5238416
    ->  class 2\|1  [0.923]

Rule 11/216: (46.7/2.9, lift 9.1)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.5069594
    PC8 <= 1.14407
    PC10 <= -0.01892133
    PC19 > -1.239717
    PC48 > -0.1171398
    PC61 <= 0.7683539
    ->  class 2\|1  [0.920]

Rule 11/217: (17.1/0.7, lift 9.0)
    PC2 <= 2.5099
    PC3 <= 0.5143595
    PC8 > -0.7715472
    PC8 <= 0.5069594
    PC11 > -3.59767
    PC32 > 1.081789
    PC59 > -0.3393796
    PC63 > -0.002314486
    PC80 <= 1.36517
    ->  class 2\|1  [0.911]

Rule 11/218: (17.9/0.8, lift 9.0)
    PC1 > -0.430681
    PC1 <= -0.1814509
    PC2 <= 2.5099
    PC8 > -0.2356265
    PC56 > 0.2542848
    ->  class 2\|1  [0.911]

Rule 11/219: (53.9/4.2, lift 9.0)
    PC1 <= -0.430681
    PC2 > -6.365885
    PC2 <= 2.5099
    PC8 > 0.5069594
    PC41 <= 1.197411
    PC42 > -0.5061315
    PC63 <= 0.1882535
    PC68 <= 1.206213
    PC75 <= 1.016341
    PC97 <= -0.2732452
    ->  class 2\|1  [0.907]

Rule 11/220: (123.2/13.7, lift 8.7)
    PC1 <= -0.430681
    PC8 > 0.5069594
    PC23 <= 1.307535
    PC42 > -0.5061315
    PC46 > 1.480478
    ->  class 2\|1  [0.883]

Rule 11/221: (111.1/12.7, lift 8.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.7715472
    PC45 > 0.3316423
    PC63 > -0.002314486
    ->  class 2\|1  [0.879]

Rule 11/222: (11.8/0.8, lift 8.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.04712294
    PC8 <= 0.5069594
    PC63 > -0.002314486
    PC82 <= -0.3747648
    ->  class 2\|1  [0.871]

Rule 11/223: (5.6, lift 8.6)
    PC2 <= 2.5099
    PC8 > -0.04712294
    PC8 <= -0.04597202
    PC59 > -0.3393796
    ->  class 2\|1  [0.868]

Rule 11/224: (41.9/4.9, lift 8.6)
    PC2 <= -8.96454
    PC8 <= 0.5069594
    ->  class 2\|1  [0.867]

Rule 11/225: (225/29.6, lift 8.6)
    PC1 <= -0.430681
    PC8 > 0.5069594
    PC26 <= 4.165228
    PC41 > 1.197411
    PC75 <= 1.016341
    ->  class 2\|1  [0.865]

Rule 11/226: (42.7/5.2, lift 8.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.7715472
    PC8 <= 0.5069594
    PC59 <= -0.3393796
    PC87 <= -0.536171
    ->  class 2\|1  [0.861]

Rule 11/227: (132.4/18.3, lift 8.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.7715472
    PC80 > 1.36517
    ->  class 2\|1  [0.856]

Rule 11/228: (8.2/0.5, lift 8.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.7715472
    PC59 > -0.3393796
    PC79 > 0.4505522
    ->  class 2\|1  [0.856]

Rule 11/229: (62.7/9.6, lift 8.3)
    PC1 <= -0.430681
    PC8 > 0.5069594
    PC19 <= -1.239717
    PC23 <= 1.307535
    PC42 <= -0.5061315
    ->  class 2\|1  [0.837]

Rule 11/230: (35.2/5.4, lift 8.2)
    PC1 > -0.1814509
    PC1 <= 13.49866
    PC3 <= 0.3930258
    PC8 > -0.9156818
    PC12 <= -0.2288934
    PC42 <= 0.6910079
    ->  class 2\|1  [0.828]

Rule 11/231: (12.8/2.3, lift 7.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.62821
    PC32 > 1.544652
    PC40 <= 3.326823
    PC94 <= -1.088126
    ->  class 2\|1  [0.775]

Rule 11/232: (1472.9/388.2, lift 7.3)
    PC1 <= -0.430681
    PC8 > 1.14407
    PC19 > -1.239717
    PC68 <= 1.206213
    ->  class 2\|1  [0.736]

Rule 11/233: (12.8/3.1, lift 7.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC3 > 0.5143595
    PC8 > -0.7715472
    ->  class 2\|1  [0.724]

Rule 11/234: (72.6, lift 11.7)
    PC1 <= -0.430681
    PC8 > -2.62821
    PC8 <= 0.5069594
    PC11 > 4.614819
    PC14 > -3.562955
    PC55 > -0.2845948
    PC80 <= 0.4435241
    ->  class 2\|2  [0.987]

Rule 11/235: (82.8/0.5, lift 11.6)
    PC1 <= -0.430681
    PC2 > -8.96454
    PC2 <= 2.5099
    PC8 > -2.62821
    PC8 <= -0.7715472
    PC15 <= 3.24969
    PC29 <= 0.2788967
    PC30 > 0.223086
    PC55 > -0.2845948
    ->  class 2\|2  [0.983]

Rule 11/236: (59/0.1, lift 11.6)
    PC1 <= -0.430681
    PC2 > -8.96454
    PC8 > -2.62821
    PC8 <= -0.7715472
    PC28 > -0.2528225
    PC56 > 0.1001118
    PC90 > 0.5597738
    ->  class 2\|2  [0.982]

Rule 11/237: (52.2, lift 11.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= 0.5069594
    PC11 <= 4.614819
    PC14 > -3.562955
    PC28 > -0.2528225
    PC44 <= 0.4698507
    PC55 > -0.2845948
    PC59 > 0.1494038
    PC64 <= 0.1025447
    PC75 <= 1.150857
    PC80 <= 0.4435241
    ->  class 2\|2  [0.982]

Rule 11/238: (51.3, lift 11.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.5069594
    PC19 > -1.239717
    PC23 > 1.621683
    PC40 <= -1.019644
    ->  class 2\|2  [0.981]

Rule 11/239: (51.6, lift 11.6)
    PC1 > -0.1814509
    PC3 <= 0.3930258
    PC8 > -0.9156818
    PC12 > -0.2288934
    PC12 <= 2.889639
    PC41 <= 0.9601465
    PC42 <= 0.6910079
    PC43 <= 1.244184
    PC64 > 0.4922342
    PC97 <= 1.238189
    ->  class 2\|2  [0.981]

Rule 11/240: (58.6/0.2, lift 11.6)
    PC2 <= 2.5099
    PC8 <= 3.041932
    PC10 > -0.01892133
    PC19 > -1.239717
    PC21 <= 1.851359
    PC50 > -0.6847122
    PC59 > -0.6650241
    PC77 <= -0.9423219
    PC82 > -0.4229476
    PC84 <= 0.2418321
    PC89 > -0.3195174
    ->  class 2\|2  [0.980]

Rule 11/241: (67.8/0.4, lift 11.6)
    PC2 <= 2.5099
    PC8 > -2.62821
    PC8 <= -0.7715472
    PC14 > -1.897347
    PC28 > -0.2528225
    PC56 > 0.1001118
    PC68 <= -0.920035
    ->  class 2\|2  [0.980]

Rule 11/242: (38.1, lift 11.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.62821
    PC8 <= 0.5069594
    PC14 > -3.562955
    PC36 <= -0.7236297
    ->  class 2\|2  [0.975]

Rule 11/243: (87.2/1.5, lift 11.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC7 > 0.04431561
    PC8 <= 2.265014
    PC10 > -0.01892133
    PC12 <= -2.1424
    PC15 <= 2.144778
    PC21 <= 1.731241
    PC50 > -0.6847122
    PC50 <= 0.1890355
    PC84 <= 0.2418321
    PC89 > -0.3195174
    ->  class 2\|2  [0.972]

Rule 11/244: (55.2/1, lift 11.4)
    PC1 <= -0.430681
    PC2 > -8.96454
    PC2 <= 2.5099
    PC8 > -2.62821
    PC8 <= -0.7715472
    PC14 > -3.562955
    PC28 > -0.2528225
    PC55 > -0.2845948
    PC80 > 0.4435241
    ->  class 2\|2  [0.966]

Rule 11/245: (22.9, lift 11.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.62821
    PC8 <= 0.5069594
    PC22 <= -2.321789
    ->  class 2\|2  [0.960]

Rule 11/246: (79.9/2.8, lift 11.3)
    PC2 <= 2.5099
    PC8 > -2.62821
    PC8 <= -0.7715472
    PC14 > -1.173535
    PC29 <= 0.2788967
    PC32 <= 1.544652
    PC84 > -8.19811
    PC94 <= -1.088126
    ->  class 2\|2  [0.954]

Rule 11/247: (18.8, lift 11.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= 2.265014
    PC21 <= 1.851359
    PC59 > -0.6650241
    PC68 <= 0.8394288
    PC86 > 1.052654
    PC89 > -0.3195174
    ->  class 2\|2  [0.952]

Rule 11/248: (16.8, lift 11.2)
    PC8 > -2.62821
    PC8 <= 0.5069594
    PC41 <= -6.340248
    ->  class 2\|2  [0.947]

Rule 11/249: (14.8/0.1, lift 11.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.62821
    PC8 <= -0.7715472
    PC28 > 0.0508226
    PC29 <= 0.2788967
    PC33 <= 0.3999125
    PC44 <= 0.4698507
    PC45 <= 0.4507558
    PC58 > -0.6706477
    PC64 <= 0.1025447
    PC80 <= 0.4435241
    ->  class 2\|2  [0.934]

Rule 11/250: (275.1/18.2, lift 11.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC3 <= -0.003932531
    PC8 > -2.62821
    PC8 <= -0.7715472
    PC11 > -3.44794
    PC41 > -2.327364
    PC44 <= 0.4698507
    PC47 <= 0.7349637
    PC55 > -0.2845948
    PC64 > 0.1025447
    PC74 <= 0.3732598
    PC75 <= 1.150857
    ->  class 2\|2  [0.931]

Rule 11/251: (46.3/2.6, lift 10.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.5069594
    PC8 <= 2.265014
    PC21 <= 1.851359
    PC22 <= -1.210699
    PC23 <= 1.621683
    PC84 <= 0.2418321
    PC89 > -0.3195174
    ->  class 2\|2  [0.926]

Rule 11/252: (12.3/0.2, lift 10.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.5069594
    PC8 <= 2.265014
    PC10 > -0.01892133
    PC19 > -1.239717
    PC50 > -0.6847122
    PC68 > 0.8394288
    PC68 <= 1.206213
    ->  class 2\|2  [0.915]

Rule 11/253: (25.1/1.4, lift 10.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.5069594
    PC8 <= 2.265014
    PC10 > -0.01892133
    PC59 > -0.6650241
    PC73 > -0.8941447
    PC82 <= -0.4229476
    PC89 > -0.3195174
    ->  class 2\|2  [0.912]

Rule 11/254: (18.9/0.9, lift 10.8)
    PC8 > 2.24321
    PC8 <= 2.265014
    PC10 > -0.01892133
    PC19 > -1.239717
    PC23 <= 1.621683
    PC59 > -0.6650241
    ->  class 2\|2  [0.910]

Rule 11/255: (9.8, lift 10.8)
    PC2 <= 2.5099
    PC8 <= -2.62821
    PC27 <= -0.3149909
    PC61 <= -0.6894617
    PC74 > -0.8882745
    ->  class 2\|2  [0.910]

Rule 11/256: (13/0.4, lift 10.7)
    PC8 > 0.5069594
    PC8 <= 2.24321
    PC13 <= 0.4242615
    PC21 > 1.731241
    PC21 <= 1.851359
    PC68 <= 0.8394288
    PC73 > -0.8941447
    ->  class 2\|2  [0.904]

Rule 11/257: (7.7, lift 10.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.5069594
    PC8 <= 1.14407
    PC10 <= -0.01892133
    PC48 <= -0.1171398
    ->  class 2\|2  [0.897]

Rule 11/258: (60.5/6.2, lift 10.5)
    PC2 <= 2.5099
    PC8 > 0.5069594
    PC20 > 0.3863277
    PC23 > 1.307535
    ->  class 2\|2  [0.884]

Rule 11/259: (53.1/5.5, lift 10.4)
    PC1 <= -0.430681
    PC8 > 0.5069594
    PC8 <= 2.265014
    PC10 > -0.01892133
    PC15 > 2.144778
    PC19 > -1.239717
    PC21 <= 1.851359
    PC59 > -0.6650241
    PC89 > -0.3195174
    ->  class 2\|2  [0.882]

Rule 11/260: (243.3/29, lift 10.4)
    PC1 <= -0.430681
    PC2 > -8.96454
    PC2 <= 2.5099
    PC8 <= 0.5069594
    PC46 > 0.4344632
    PC60 <= -0.5467761
    ->  class 2\|2  [0.878]

Rule 11/261: (10.3/0.6, lift 10.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC7 <= 0.04431561
    PC8 > 0.5069594
    PC19 > -1.239717
    PC21 <= 1.851359
    PC50 <= 0.1890355
    PC89 > -0.3195174
    ->  class 2\|2  [0.869]

Rule 11/262: (99.5/13.1, lift 10.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= 2.265014
    PC10 > -0.01892133
    PC15 <= 2.144778
    PC19 > -1.239717
    PC21 <= 1.731241
    PC50 <= 0.1890355
    PC68 <= 1.206213
    PC82 > -0.4229476
    PC84 <= -0.3890857
    PC89 > -0.3195174
    ->  class 2\|2  [0.861]

Rule 11/263: (42.6/5.3, lift 10.1)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.5069594
    PC8 <= 2.265014
    PC10 > -0.01892133
    PC26 <= 4.165228
    PC50 <= -0.6847122
    PC59 > -0.6650241
    PC68 <= 1.206213
    ->  class 2\|2  [0.859]

Rule 11/264: (29.9/4.1, lift 9.9)
    PC8 > -2.62821
    PC8 <= -0.7715472
    PC9 <= -2.414232
    PC14 > -3.562955
    PC29 <= 0.2788967
    PC44 <= 0.4698507
    PC55 > -0.2845948
    PC58 > -0.6706477
    PC64 <= 0.1025447
    ->  class 2\|2  [0.840]

Rule 11/265: (10.7/1.1, lift 9.9)
    PC1 > -0.430681
    PC1 <= 13.49866
    PC2 <= 2.5099
    PC3 <= 0.3930258
    PC8 <= -0.9156818
    PC15 > -3.116522
    PC19 > -1.661511
    PC98 > 0.2510042
    ->  class 2\|2  [0.836]

Rule 11/266: (16/2.4, lift 9.6)
    PC1 <= -0.430681
    PC8 > -2.62821
    PC8 <= -0.7715472
    PC14 > -3.562955
    PC55 <= -0.2845948
    PC56 > 0.1001118
    PC86 > 0.8126208
    PC94 > -1.088126
    ->  class 2\|2  [0.812]

Rule 11/267: (23.8/4.7, lift 9.2)
    PC2 <= 2.5099
    PC8 > 0.5069594
    PC8 <= 2.265014
    PC10 > -0.01892133
    PC13 > 0.4242615
    PC26 <= 4.165228
    PC59 > -0.6650241
    PC68 <= 1.206213
    ->  class 2\|2  [0.778]

Rule 11/268: (10.8/1.9, lift 9.2)
    PC1 <= -0.430681
    PC8 <= -2.62821
    PC19 > 1.034315
    PC31 <= 1.233408
    PC46 <= 0.4344632
    PC95 > 1.086031
    ->  class 2\|2  [0.776]

Rule 11/269: (7.3/1.5, lift 8.7)
    PC1 <= -3.230525
    PC8 <= -2.62821
    PC74 <= -0.8882745
    PC95 <= 1.086031
    ->  class 2\|2  [0.733]

Rule 11/270: (867.4/306.7, lift 7.6)
    PC1 <= -0.430681
    PC2 > -8.96454
    PC2 <= 2.5099
    PC8 > -0.7715472
    PC8 <= 0.5069594
    PC14 > -3.562955
    PC28 > -0.2528225
    ->  class 2\|2  [0.646]

Rule 11/271: (142.2/0.1, lift 8.4)
    PC2 <= 2.5099
    PC9 <= -2.7624
    PC15 <= -3.116522
    PC43 <= -0.1552896
    PC50 > -0.5004689
    ->  class 2\|3  [0.992]

Rule 11/272: (42.4, lift 8.3)
    PC1 <= -0.430681
    PC8 <= -2.62821
    PC11 > -4.081238
    PC27 > -0.3149909
    PC32 <= -1.180129
    PC74 > -0.8882745
    ->  class 2\|3  [0.977]

Rule 11/273: (46.6/0.7, lift 8.2)
    PC1 <= -0.430681
    PC2 > -8.96454
    PC2 <= 2.5099
    PC8 > -0.7715472
    PC8 <= 0.5069594
    PC14 > -3.562955
    PC43 > -0.4048597
    PC59 <= -0.3393796
    PC87 > -0.536171
    PC88 <= 0.2871338
    ->  class 2\|3  [0.966]

Rule 11/274: (148.7/4.3, lift 8.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC3 > -0.003932531
    PC8 > -2.62821
    PC8 <= -0.7715472
    PC11 <= 4.614819
    PC80 <= 0.4435241
    PC94 > -1.088126
    ->  class 2\|3  [0.965]

Rule 11/275: (27.3, lift 8.2)
    PC1 > -2.783512
    PC1 <= -0.430681
    PC8 <= -2.62821
    PC26 > -3.361338
    PC41 <= -0.6782464
    PC49 > -0.07020637
    PC85 <= 0.8064775
    ->  class 2\|3  [0.964]

Rule 11/276: (26.1, lift 8.2)
    PC1 <= -0.430681
    PC2 > -8.96454
    PC2 <= 2.5099
    PC12 > 2.739974
    PC43 <= -0.2797403
    PC59 > -0.3393796
    PC63 <= -0.002314486
    ->  class 2\|3  [0.964]

Rule 11/277: (53/1, lift 8.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC3 <= 0.5143595
    PC8 > -0.7715472
    PC8 <= 0.5069594
    PC42 > -0.02213998
    PC43 > -0.2797403
    PC63 <= -0.002314486
    PC80 <= 1.36517
    ->  class 2\|3  [0.963]

Rule 11/278: (22, lift 8.2)
    PC1 <= -0.430681
    PC8 > -0.7715472
    PC8 <= 0.5069594
    PC9 <= -3.43794
    PC28 > -0.2528225
    ->  class 2\|3  [0.958]

Rule 11/279: (103.3/4.9, lift 8.0)
    PC1 <= -0.430681
    PC8 <= -2.62821
    PC31 > 1.233408
    PC39 <= 0.266601
    ->  class 2\|3  [0.944]

Rule 11/280: (15.8, lift 8.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.62821
    PC11 <= -3.59767
    PC59 > -0.3393796
    ->  class 2\|3  [0.944]

Rule 11/281: (12264.7/9923.3, lift 1.6)
    PC2 <= 2.5099
    ->  class 2\|3  [0.191]

Rule 11/282: (68.5, lift 23.2)
    PC1 > -0.430681
    PC9 <= -2.7624
    PC15 <= -3.116522
    PC43 > -0.1552896
    PC50 > -0.5004689
    PC71 > -0.10524
    ->  class 2\|4  [0.986]

Rule 11/283: (133/1, lift 23.2)
    PC2 <= 2.5099
    PC8 <= -2.62821
    PC22 > -1.900676
    PC31 <= 1.233408
    PC46 <= 0.4344632
    PC74 > -0.8882745
    PC76 <= 0.4855144
    PC85 > 0.8064775
    PC95 <= 1.086031
    ->  class 2\|4  [0.985]

Rule 11/284: (52.8, lift 23.1)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC11 <= -4.081238
    PC46 <= 0.4344632
    PC76 <= 0.4855144
    PC82 <= 0.1349488
    ->  class 2\|4  [0.982]

Rule 11/285: (170.1/3.1, lift 23.0)
    PC1 <= -2.783512
    PC8 <= -2.62821
    PC22 > -1.900676
    PC27 > -0.3149909
    PC31 <= 1.233408
    PC32 > -1.180129
    PC32 <= 1.306595
    PC45 <= 0.1479395
    PC46 <= 0.4344632
    PC74 > -0.8882745
    PC75 <= 0.5648175
    PC76 <= 0.4855144
    PC82 <= 0.1207264
    PC85 <= 0.8064775
    ->  class 2\|4  [0.976]

Rule 11/286: (43.4/0.2, lift 22.9)
    PC2 <= 2.5099
    PC8 <= -2.62821
    PC19 <= 1.034315
    PC31 <= 1.233408
    PC46 <= 0.4344632
    PC95 > 1.086031
    ->  class 2\|4  [0.974]

Rule 11/287: (72.5/1.2, lift 22.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= 0.5069594
    PC26 <= -2.624301
    PC31 <= 1.233408
    PC46 <= 0.4344632
    PC74 > -0.8882745
    PC76 <= 0.4855144
    ->  class 2\|4  [0.971]

Rule 11/288: (250.1/15.1, lift 22.0)
    PC1 > -2.783512
    PC8 <= -2.62821
    PC22 > -1.900676
    PC27 > -0.1551272
    PC36 <= 0.9032384
    PC41 <= -0.6782464
    PC46 <= 0.4344632
    PC49 <= -0.07020637
    PC74 > -0.8882745
    PC75 <= 0.5648175
    PC76 <= 0.4855144
    PC81 <= 0.2483521
    PC82 <= 0.1349488
    PC93 <= 0.4328979
    PC94 > -0.3485934
    ->  class 2\|4  [0.936]

Rule 11/289: (25.4/0.9, lift 21.8)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 <= 0.3930258
    PC8 <= -0.9156818
    PC15 > -3.116522
    PC19 > -1.661511
    PC71 > 0.5719942
    ->  class 2\|4  [0.929]

Rule 11/290: (30.8/1.3, lift 21.8)
    PC1 <= -0.430681
    PC2 > -8.96454
    PC2 <= 2.5099
    PC8 > -2.62821
    PC8 <= -0.7715472
    PC12 > 0.2930036
    PC29 > 0.2788967
    ->  class 2\|4  [0.929]

Rule 11/291: (11.8, lift 21.8)
    PC2 <= 2.5099
    PC8 <= -2.62821
    PC27 <= -0.3149909
    PC46 <= 0.4344632
    PC47 <= -0.7061571
    ->  class 2\|4  [0.927]

Rule 11/292: (91.7/7.4, lift 21.4)
    PC1 > -2.783512
    PC2 <= 2.5099
    PC8 <= -2.62821
    PC27 > -0.1551272
    PC31 <= 1.233408
    PC46 <= 0.4344632
    PC47 <= -0.5385676
    PC74 > -0.8882745
    PC75 <= 0.5648175
    PC76 <= 0.4855144
    PC95 <= 1.086031
    ->  class 2\|4  [0.911]

Rule 11/293: (93.3/8.9, lift 21.1)
    PC1 <= -0.430681
    PC8 <= -2.62821
    PC18 <= -0.3244587
    PC22 > -1.900676
    PC46 <= 0.4344632
    PC47 > -0.5385676
    PC75 <= 0.5648175
    PC76 <= 0.4855144
    PC82 <= 0.1349488
    ->  class 2\|4  [0.896]

Rule 11/294: (6.4, lift 20.7)
    PC2 <= 2.5099
    PC8 > -2.62821
    PC8 <= 0.5069594
    PC40 > 3.326823
    PC94 <= -1.088126
    ->  class 2\|4  [0.881]

Rule 11/295: (37.7/13.9, lift 14.7)
    PC2 <= 2.5099
    PC8 <= -2.62821
    PC23 <= -0.4576211
    PC27 <= -0.3149909
    PC46 <= 0.4344632
    PC95 <= 1.086031
    ->  class 2\|4  [0.625]

Rule 11/296: (23.1/8.5, lift 14.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.62821
    PC8 <= -0.7715472
    PC34 <= 1.107331
    PC36 > -0.7236297
    PC45 > 0.4507558
    ->  class 2\|4  [0.619]

Default class: 2\|3

-----  Trial 12:  -----

Rules:

Rule 12/1: (56.3/0.7, lift 17.7)
    PC3 <= 1.640775
    PC13 <= 7.792017
    PC18 > 0.4389784
    PC19 <= 0.009157797
    PC25 > -1.059136
    PC59 > -2.309268
    PC72 > 0.9520426
    ->  class 0\|0  [0.970]

Rule 12/2: (15.3, lift 17.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 <= -1.502523
    PC13 <= -0.3503442
    PC18 <= 0.4389784
    PC44 > 0.5184558
    ->  class 0\|0  [0.937]

Rule 12/3: (11.7, lift 16.9)
    PC2 > 2.5099
    PC18 > 0.4389784
    PC59 <= -2.309268
    PC96 > 2.611007
    ->  class 0\|0  [0.927]

Rule 12/4: (6.2, lift 16.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 > 0.2633233
    PC18 > -1.019176
    PC18 <= 0.4389784
    ->  class 0\|0  [0.879]

Rule 12/5: (5.3, lift 15.7)
    PC1 <= -0.7242486
    PC2 > 2.5099
    PC18 > 0.4389784
    PC25 > -1.059136
    PC25 <= 1.02128
    PC92 > 2.324903
    PC95 > -1.458702
    ->  class 0\|0  [0.864]

Rule 12/6: (43.9/17.6, lift 10.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 7.792017
    PC17 <= -0.2627494
    PC18 > 0.4389784
    PC25 > -1.059136
    PC46 <= 1.972667
    PC74 <= -0.6065306
    PC99 > -0.2542219
    ->  class 0\|0  [0.595]

Rule 12/7: (1567.8/663.6, lift 10.5)
    PC3 <= 1.640775
    PC13 <= 7.792017
    PC17 > -0.2627494
    PC18 > 0.4389784
    PC19 <= 0.009157797
    PC25 > -1.059136
    PC25 <= 1.02128
    PC35 <= 0.5582652
    PC59 > -2.309268
    PC62 <= 1.265038
    PC65 > -2.360248
    PC95 > -1.458702
    PC98 > -3.369963
    ->  class 0\|0  [0.577]

Rule 12/8: (22.5/10, lift 10.1)
    PC2 > 2.5099
    PC12 > -0.6991577
    PC13 <= 7.792017
    PC18 > 0.4389784
    PC25 <= -1.059136
    PC65 > -2.360248
    ->  class 0\|0  [0.552]

Rule 12/9: (97.9, lift 12.6)
    PC2 > 2.5099
    PC13 > 0.8801037
    PC13 <= 7.792017
    PC17 > -0.2627494
    PC18 > 0.4389784
    PC25 <= 1.02128
    PC32 <= 0.86491
    PC57 > -1.752604
    PC59 > -2.309268
    PC71 > -1.166431
    PC72 <= 0.9520426
    ->  class 0\|1  [0.990]

Rule 12/10: (64.9, lift 12.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 0.8801037
    PC17 > -0.2627494
    PC18 > 0.4389784
    PC22 <= -0.345479
    PC25 > -1.059136
    PC31 > -0.2933291
    PC48 <= 0.4543721
    PC65 > -2.360248
    PC72 <= 0.9520426
    PC76 <= 0.4777628
    ->  class 0\|1  [0.985]

Rule 12/11: (149.2/1.8, lift 12.5)
    PC1 <= -0.7242486
    PC4 > -9.096394
    PC13 <= 7.792017
    PC17 > -0.2627494
    PC18 > 0.4389784
    PC19 <= 0.009157797
    PC22 <= 1.212152
    PC24 > -2.765275
    PC25 > -1.059136
    PC25 <= 1.02128
    PC59 > -2.309268
    PC75 <= 0.3806083
    PC78 <= 1.294823
    PC92 <= 2.324903
    PC98 > -3.369963
    ->  class 0\|1  [0.982]

Rule 12/12: (53.5, lift 12.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 7.792017
    PC18 > 0.4389784
    PC22 > -0.345479
    PC24 > -2.765275
    PC52 > 0.033439
    PC53 > -0.8814516
    PC59 > -2.309268
    PC94 <= -0.2185117
    PC95 > -0.3325462
    ->  class 0\|1  [0.982]

Rule 12/13: (50.8, lift 12.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC8 > -0.1605581
    PC13 <= 1.643236
    PC15 > -0.8091529
    PC18 > -1.019176
    PC18 <= 0.4389784
    PC32 > 0.1071818
    PC41 <= 0.1726234
    PC79 <= 0.1461518
    ->  class 0\|1  [0.981]

Rule 12/14: (83.4/0.8, lift 12.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > 0.4389784
    PC25 > -1.059136
    PC31 <= -0.2933291
    PC47 > -1.610874
    PC53 > -0.8814516
    PC92 > -0.7570084
    ->  class 0\|1  [0.979]

Rule 12/15: (135.3/2, lift 12.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 > -1.502523
    PC15 > -1.210525
    PC18 > -1.019176
    PC18 <= 0.4389784
    PC25 <= 0.7634719
    PC44 > 0.7117437
    PC47 > -0.9742705
    PC57 > -0.02840612
    ->  class 0\|1  [0.978]

Rule 12/16: (83/1, lift 12.4)
    PC3 <= 1.640775
    PC13 <= 7.792017
    PC18 > 0.4389784
    PC19 <= 0.009157797
    PC25 > 0.8409776
    PC57 <= -1.752604
    PC95 > -1.458702
    ->  class 0\|1  [0.977]

Rule 12/17: (41.1, lift 12.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 <= -1.502523
    PC13 > -0.3503442
    PC18 <= 0.4389784
    PC44 > 0.5184558
    ->  class 0\|1  [0.976]

Rule 12/18: (134.1/2.3, lift 12.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 7.792017
    PC15 > 0.9567617
    PC18 > 0.4389784
    PC20 <= 3.549002
    PC24 > -2.765275
    PC47 <= 0.8636295
    PC53 > -0.8814516
    PC57 > -1.752604
    PC59 > -2.309268
    ->  class 0\|1  [0.976]

Rule 12/19: (145.1/2.5, lift 12.4)
    PC13 <= 7.792017
    PC18 > 0.4389784
    PC19 <= 0.009157797
    PC25 > -1.059136
    PC35 > 0.5582652
    PC46 <= 1.972667
    PC72 <= 0.9520426
    ->  class 0\|1  [0.976]

Rule 12/20: (36.3, lift 12.4)
    PC2 > 2.5099
    PC13 <= 7.792017
    PC18 > 0.4389784
    PC24 > -2.765275
    PC25 > -1.059136
    PC47 <= 0.8636295
    PC48 <= -0.5409103
    PC53 > -0.8814516
    ->  class 0\|1  [0.973]

Rule 12/21: (30.2, lift 12.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 7.792017
    PC17 > -0.2627494
    PC24 > -2.765275
    PC25 > -1.059136
    PC48 <= 0.4543721
    PC60 <= -1.05442
    PC72 <= 0.9520426
    PC92 > -0.7570084
    ->  class 0\|1  [0.969]

Rule 12/22: (77.3/1.7, lift 12.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 > -1.502523
    PC13 <= 1.643236
    PC18 > -1.019176
    PC18 <= 0.4389784
    PC41 > 0.1726234
    PC47 > -0.9742705
    ->  class 0\|1  [0.966]

Rule 12/23: (24.7, lift 12.2)
    PC4 <= -9.785807
    PC18 > -1.019176
    PC44 <= 0.7117437
    PC79 <= 0.1461518
    ->  class 0\|1  [0.963]

Rule 12/24: (163.8/5.3, lift 12.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC11 <= 0.2602117
    PC13 <= 7.792017
    PC17 <= -0.2627494
    PC18 > 0.4389784
    PC21 > -1.149755
    PC25 > -1.059136
    PC46 <= 1.972667
    PC65 > -2.360248
    PC74 > -0.6065306
    PC99 > -0.2542219
    ->  class 0\|1  [0.962]

Rule 12/25: (207.6/6.9, lift 12.2)
    PC1 <= -0.7242486
    PC13 <= 7.792017
    PC17 > -0.2627494
    PC18 > 0.4389784
    PC19 <= 0.009157797
    PC22 <= 1.212152
    PC24 > -2.765275
    PC25 > -1.059136
    PC35 <= 0.5582652
    PC59 > -2.309268
    PC75 <= 0.3806083
    PC78 <= 1.294823
    PC95 > -1.458702
    PC98 > -3.369963
    ->  class 0\|1  [0.962]

Rule 12/26: (110.4/3.8, lift 12.2)
    PC13 <= 7.792017
    PC18 > 0.4389784
    PC24 > -2.765275
    PC29 <= -1.523995
    PC59 > -2.309268
    PC87 <= 0.2749523
    PC92 > -0.7570084
    PC95 > -1.458702
    ->  class 0\|1  [0.958]

Rule 12/27: (51.7/1.3, lift 12.2)
    PC2 > 2.5099
    PC6 > -1.502523
    PC13 <= 1.643236
    PC18 > -1.019176
    PC36 <= -4.107141
    ->  class 0\|1  [0.957]

Rule 12/28: (112.5/4.3, lift 12.1)
    PC1 > -0.7242486
    PC3 <= 1.640775
    PC13 <= 0.8801037
    PC17 > -0.2627494
    PC18 > 0.4389784
    PC19 <= 0.009157797
    PC24 > -2.765275
    PC32 <= 0.5663381
    PC64 <= 1.761952
    PC87 > 0.2749523
    ->  class 0\|1  [0.953]

Rule 12/29: (18.4, lift 12.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC12 > 0.674604
    PC13 <= 1.643236
    PC18 > -1.019176
    PC18 <= 0.4389784
    ->  class 0\|1  [0.951]

Rule 12/30: (20.9/0.1, lift 12.1)
    PC1 > -0.7242486
    PC13 <= 0.8801037
    PC18 > 0.4389784
    PC19 <= 0.009157797
    PC24 > -2.765275
    PC25 <= 1.02128
    PC52 <= -1.305265
    PC58 > -1.64865
    PC87 <= 0.2749523
    PC92 > -0.7570084
    ->  class 0\|1  [0.951]

Rule 12/31: (86.4/3.4, lift 12.1)
    PC1 > -0.7242486
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 7.792017
    PC17 > -0.2627494
    PC24 > -2.765275
    PC25 <= 1.02128
    PC48 <= 0.4543721
    PC57 > -1.752604
    PC71 <= 0.3815518
    PC76 > 0.4777628
    PC95 > -0.3325462
    ->  class 0\|1  [0.951]

Rule 12/32: (16.9, lift 12.0)
    PC2 > 2.5099
    PC6 > 0.1375022
    PC6 <= 0.2633233
    PC13 <= 1.643236
    PC18 > -1.019176
    PC18 <= 0.4389784
    ->  class 0\|1  [0.947]

Rule 12/33: (16.7, lift 12.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 7.792017
    PC17 <= -0.2627494
    PC18 > 0.4389784
    PC25 > -1.059136
    PC44 > -0.06944913
    PC99 <= -0.2542219
    ->  class 0\|1  [0.947]

Rule 12/34: (61.1/2.4, lift 12.0)
    PC3 <= 1.640775
    PC13 <= 7.792017
    PC17 > -0.2627494
    PC18 > 0.4389784
    PC25 > 1.02128
    PC35 <= 0.5582652
    PC72 <= 0.9520426
    ->  class 0\|1  [0.946]

Rule 12/35: (53.9/2.2, lift 12.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 7.792017
    PC18 > 0.4389784
    PC24 > -2.765275
    PC25 > -1.059136
    PC25 <= 1.02128
    PC48 <= 0.4543721
    PC53 > -0.8814516
    PC59 > -2.309268
    PC71 > 0.3815518
    PC72 <= 0.9520426
    PC92 > -0.7570084
    ->  class 0\|1  [0.943]

Rule 12/36: (13, lift 11.9)
    PC2 > 2.5099
    PC18 > 0.4389784
    PC24 <= -2.765275
    PC58 > 2.725601
    PC59 > -2.309268
    PC62 <= 1.265038
    ->  class 0\|1  [0.933]

Rule 12/37: (104.1/6.6, lift 11.8)
    PC4 <= -9.096394
    PC18 > 0.4389784
    PC72 <= 0.9520426
    ->  class 0\|1  [0.928]

Rule 12/38: (49.5/3.3, lift 11.6)
    PC2 > 2.5099
    PC13 <= 7.792017
    PC14 > 0.6028854
    PC18 > 0.4389784
    PC59 <= -2.309268
    PC65 > -2.360248
    PC96 <= 2.611007
    ->  class 0\|1  [0.917]

Rule 12/39: (17.1/1.1, lift 11.3)
    PC2 > 2.5099
    PC18 > 0.4389784
    PC48 <= 0.4543721
    PC53 > -0.8814516
    PC53 <= -0.8553069
    PC95 > -0.3325462
    ->  class 0\|1  [0.892]

Rule 12/40: (47.9/4.8, lift 11.2)
    PC13 > 7.792017
    PC18 > 0.4389784
    PC31 <= 0.1783828
    PC42 <= 0.09107997
    PC46 <= 1.972667
    PC47 > -1.610874
    PC73 <= -0.1035802
    ->  class 0\|1  [0.883]

Rule 12/41: (66.2/9, lift 10.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC8 > -0.1605581
    PC13 <= 1.643236
    PC15 > -1.210525
    PC18 > -1.019176
    PC18 <= 0.4389784
    PC47 > -0.9742705
    PC65 <= -0.2133583
    PC79 <= 0.1461518
    ->  class 0\|1  [0.853]

Rule 12/42: (66.8/9.8, lift 10.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 7.792017
    PC17 > -0.2627494
    PC22 > -0.345479
    PC25 > -1.059136
    PC29 > -1.523995
    PC48 <= 0.4543721
    PC53 > -0.8814516
    PC59 <= -1.001778
    PC72 <= 0.9520426
    PC76 <= 0.4777628
    PC95 > -0.3325462
    ->  class 0\|1  [0.843]

Rule 12/43: (126.1/19.4, lift 10.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC11 <= 0.003130711
    PC17 > -0.2627494
    PC19 <= 0.009157797
    PC24 > -2.765275
    PC25 <= 1.02128
    PC47 <= 0.8636295
    PC48 > -0.5409103
    PC48 <= 0.4543721
    PC52 <= 0.033439
    PC53 > -0.8553069
    PC59 > -1.001778
    PC71 <= 0.3815518
    PC87 <= 0.2749523
    PC92 > -0.7570084
    ->  class 0\|1  [0.840]

Rule 12/44: (27.3/11.5, lift 7.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 <= -1.019176
    PC51 > 0.2262355
    PC89 > 1.380547
    PC99 > -2.727979
    ->  class 0\|1  [0.574]

Rule 12/45: (2669/1849.1, lift 3.9)
    PC2 > 2.5099
    PC5 > -0.9959361
    PC7 <= -0.274175
    ->  class 0\|1  [0.307]

Rule 12/46: (74.1, lift 9.6)
    PC4 <= -7.746524
    PC11 <= 0.08682834
    PC18 <= -1.019176
    PC35 > -0.5198501
    ->  class 0\|2  [0.987]

Rule 12/47: (70, lift 9.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC5 > -0.9959361
    PC8 > 0.01238032
    PC18 <= -1.019176
    PC20 > -3.653318
    PC30 <= 1.407807
    PC60 <= -0.3709495
    PC87 <= 0.2458874
    ->  class 0\|2  [0.986]

Rule 12/48: (70.1, lift 9.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC8 > 0.01238032
    PC18 <= -1.019176
    PC21 <= -0.2235012
    PC25 > -0.8162957
    PC42 <= 2.539411
    PC89 <= 1.380547
    PC93 > -1.401263
    ->  class 0\|2  [0.986]

Rule 12/49: (66.9, lift 9.6)
    PC4 <= -7.746524
    PC18 <= -1.019176
    PC87 > 0.02870315
    ->  class 0\|2  [0.985]

Rule 12/50: (97.9/0.8, lift 9.6)
    PC2 > 2.5099
    PC4 > -7.746524
    PC5 > -0.9959361
    PC6 <= 0.08235791
    PC8 > 0.01238032
    PC14 > -0.4211345
    PC18 <= -1.019176
    PC20 > -3.653318
    PC34 > -1.066011
    PC49 > -0.3573701
    PC87 <= -0.1303834
    PC93 > -1.401263
    PC95 > -0.7274718
    ->  class 0\|2  [0.982]

Rule 12/51: (79.6/0.5, lift 9.6)
    PC6 > -1.502523
    PC8 > 0.01238032
    PC18 <= -1.019176
    PC20 > -3.653318
    PC29 > -7.785647
    PC30 > 1.407807
    PC42 <= 2.539411
    PC89 <= 1.380547
    PC95 > -0.7274718
    ->  class 0\|2  [0.982]

Rule 12/52: (50.2, lift 9.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC10 > -6.299334
    PC18 <= -1.019176
    PC31 <= -0.3274396
    PC42 <= 2.539411
    PC50 <= 0.3961015
    PC59 <= 1.672678
    PC75 > -0.9745432
    PC89 <= 1.380547
    ->  class 0\|2  [0.981]

Rule 12/53: (43.8, lift 9.6)
    PC3 <= 1.640775
    PC5 > -0.9959361
    PC8 > 0.01238032
    PC18 <= -1.019176
    PC20 > -3.653318
    PC23 > 1.257388
    PC29 > -7.785647
    PC87 <= 0.2458874
    PC93 > -1.401263
    PC95 > -0.7274718
    ->  class 0\|2  [0.978]

Rule 12/54: (67.6/0.6, lift 9.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC15 > 1.306996
    PC18 <= -1.019176
    PC30 <= 2.792453
    ->  class 0\|2  [0.977]

Rule 12/55: (39, lift 9.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 <= 0.4389784
    PC21 <= -1.024531
    PC39 > -1.48088
    PC42 <= 2.539411
    PC99 > -2.727979
    ->  class 0\|2  [0.976]

Rule 12/56: (40.1, lift 9.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC19 > -0.4895512
    PC21 > -1.024531
    PC32 <= -1.532848
    PC34 > -2.607624
    ->  class 0\|2  [0.976]

Rule 12/57: (92.9/1.4, lift 9.5)
    PC3 <= 1.640775
    PC6 <= 0.08235791
    PC7 <= -0.274175
    PC8 > 0.01238032
    PC14 > -0.4211345
    PC15 <= -1.146681
    PC18 <= -1.019176
    PC49 > -0.3573701
    PC87 <= 0.2458874
    PC93 > -1.401263
    ->  class 0\|2  [0.975]

Rule 12/58: (54.4/0.7, lift 9.5)
    PC8 <= 0.01238032
    PC18 <= -1.019176
    PC59 <= 1.672678
    PC75 <= 0.478545
    PC82 <= -2.617293
    PC96 > -0.5750883
    PC99 > -2.727979
    ->  class 0\|2  [0.969]

Rule 12/59: (54.7/1, lift 9.4)
    PC3 <= 1.640775
    PC8 <= 0.01238032
    PC18 > -1.426588
    PC18 <= -1.019176
    PC32 > -1.104615
    PC40 > -1.975459
    PC50 <= 0.3961015
    PC75 <= 0.478545
    PC89 <= 1.380547
    PC92 > -1.625538
    ->  class 0\|2  [0.965]

Rule 12/60: (83.7/2.1, lift 9.4)
    PC13 > 7.792017
    PC18 > 0.4389784
    PC56 <= 5.422325
    PC73 > -0.1035802
    PC96 > -0.6067484
    ->  class 0\|2  [0.964]

Rule 12/61: (60.9/1.5, lift 9.4)
    PC3 > -1.655975
    PC6 > -1.502523
    PC18 <= -1.019176
    PC22 > -2.147306
    PC34 <= -1.94964
    PC39 > -1.48088
    PC40 > -1.975459
    PC96 > -0.5750883
    ->  class 0\|2  [0.961]

Rule 12/62: (69.7/2.2, lift 9.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 7.792017
    PC17 <= -0.2627494
    PC18 > 0.4389784
    PC25 > -1.059136
    PC44 <= -0.06944913
    PC99 <= -0.2542219
    ->  class 0\|2  [0.956]

Rule 12/63: (19.7, lift 9.3)
    PC13 > 7.792017
    PC18 > 0.4389784
    PC42 > 0.09107997
    PC46 <= 1.972667
    PC73 <= -0.1035802
    ->  class 0\|2  [0.954]

Rule 12/64: (93/3.6, lift 9.3)
    PC2 > 2.5099
    PC6 > -1.502523
    PC18 <= -1.019176
    PC19 > -0.4895512
    PC32 > -1.532848
    PC32 <= -1.104615
    PC40 > -1.975459
    PC63 <= 1.30634
    PC89 <= 1.330549
    PC96 > -0.5750883
    ->  class 0\|2  [0.952]

Rule 12/65: (18.5, lift 9.3)
    PC18 <= -1.019176
    PC22 > -2.147306
    PC32 > -1.104615
    PC50 > 0.3961015
    PC66 > 0.7638164
    PC75 <= 0.478545
    PC87 > -1.130408
    PC92 > -1.625538
    ->  class 0\|2  [0.951]

Rule 12/66: (17.4, lift 9.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC8 <= 0.01238032
    PC18 <= 0.4389784
    PC55 <= 0.07572264
    PC59 <= 1.672678
    PC71 > 0.5792736
    PC75 <= 0.478545
    PC82 > -2.617293
    PC96 > -0.5750883
    PC99 > -2.727979
    ->  class 0\|2  [0.949]

Rule 12/67: (125.5/5.5, lift 9.3)
    PC4 > -7.746524
    PC5 <= 1.00785
    PC8 > -0.3307242
    PC8 <= 0.01238032
    PC15 <= 0.009458539
    PC18 <= -1.019176
    PC27 <= 2.083515
    PC36 <= 0.1558218
    PC38 <= 1.348614
    PC40 > -0.4920217
    PC50 <= 0.3961015
    PC55 > 0.07572264
    PC75 > -0.9745432
    PC75 <= 0.478545
    PC96 > -0.5750883
    ->  class 0\|2  [0.949]

Rule 12/68: (23.4/0.6, lift 9.2)
    PC2 > 2.5099
    PC18 <= -1.019176
    PC22 > -2.147306
    PC32 > -1.104615
    PC40 > -1.975459
    PC43 > 0.6908785
    PC50 > 0.3961015
    PC75 <= 0.478545
    ->  class 0\|2  [0.939]

Rule 12/69: (48.1/2.1, lift 9.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -1.019176
    PC18 <= 0.4389784
    PC44 > 0.7117437
    PC57 <= -0.02840612
    ->  class 0\|2  [0.937]

Rule 12/70: (13.3, lift 9.1)
    PC3 <= 1.640775
    PC18 <= -1.019176
    PC37 > 1.795867
    PC42 <= 2.539411
    PC50 <= 0.3961015
    PC59 <= 1.672678
    PC75 <= 0.478545
    PC82 > -2.617293
    PC89 <= 1.380547
    ->  class 0\|2  [0.935]

Rule 12/71: (47.7/2.3, lift 9.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC17 > -0.8902912
    PC18 <= -1.019176
    PC22 > -2.147306
    PC34 > -1.94964
    PC37 <= 1.795867
    PC51 > -0.6607145
    PC75 <= 0.478545
    PC96 > -0.5750883
    ->  class 0\|2  [0.934]

Rule 12/72: (53.2/3, lift 9.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC9 > 0.5816036
    PC18 <= -1.019176
    PC42 <= 2.539411
    PC50 <= 0.3961015
    PC75 <= 0.478545
    PC89 <= 1.380547
    ->  class 0\|2  [0.927]

Rule 12/73: (12.5, lift 9.0)
    PC18 <= -4.248249
    PC27 <= 2.083515
    PC50 <= 0.3961015
    PC51 > -0.6607145
    PC59 <= 1.672678
    PC75 > -0.9745432
    PC75 <= 0.478545
    PC92 > -1.625538
    ->  class 0\|2  [0.925]

Rule 12/74: (25.6/1.4, lift 8.9)
    PC15 <= 1.306996
    PC18 <= 0.4389784
    PC22 > -2.147306
    PC25 > 1.359354
    PC39 > -1.48088
    PC40 > -1.975459
    PC59 <= 1.672678
    PC89 <= 1.380547
    PC92 > -1.625538
    PC99 > -2.727979
    ->  class 0\|2  [0.915]

Rule 12/75: (34.9/2.1, lift 8.9)
    PC13 > 7.792017
    PC18 > 0.4389784
    PC55 <= 0.2514917
    PC56 <= 5.422325
    PC73 > -0.1035802
    PC90 <= 0.6281986
    ->  class 0\|2  [0.915]

Rule 12/76: (75.9/6.2, lift 8.9)
    PC2 > 2.5099
    PC4 > -7.746524
    PC18 <= -1.019176
    PC22 > -2.147306
    PC39 > -1.48088
    PC42 <= 2.539411
    PC59 <= 1.672678
    PC63 > 1.30634
    PC87 > -1.130408
    PC89 <= 1.380547
    PC92 > -1.625538
    PC99 <= 2.633755
    ->  class 0\|2  [0.907]

Rule 12/77: (31.5/2.5, lift 8.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC22 > -2.147306
    PC42 <= 2.539411
    PC59 <= 1.672678
    PC89 <= 1.380547
    PC99 > 2.633755
    ->  class 0\|2  [0.897]

Rule 12/78: (32.6/3.2, lift 8.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC8 <= 0.01238032
    PC18 <= 0.4389784
    PC19 <= -0.01205827
    PC22 > -2.147306
    PC40 > -1.975459
    PC55 <= 0.07572264
    PC76 > 1.175863
    PC99 > -2.727979
    ->  class 0\|2  [0.878]

Rule 12/79: (11.8/0.7, lift 8.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 <= -1.019176
    PC19 > -0.4895512
    PC19 <= -0.2266256
    PC42 <= 2.539411
    ->  class 0\|2  [0.877]

Rule 12/80: (24.1/3, lift 8.3)
    PC8 <= 0.01238032
    PC18 <= -1.019176
    PC39 > -1.48088
    PC40 > -1.975459
    PC59 <= 1.672678
    PC87 <= -1.130408
    PC89 <= 1.380547
    ->  class 0\|2  [0.848]

Rule 12/81: (47/7.7, lift 8.0)
    PC2 > 2.5099
    PC13 <= 1.643236
    PC18 <= 0.4389784
    PC20 > -3.539361
    PC25 > 0.7634719
    PC44 > 0.7117437
    PC57 > -0.02840612
    ->  class 0\|2  [0.822]

Rule 12/82: (86/17.5, lift 7.7)
    PC2 > 2.5099
    PC18 > 0.4389784
    PC65 <= -2.360248
    ->  class 0\|2  [0.790]

Rule 12/83: (12/2.3, lift 7.5)
    PC2 > 2.5099
    PC18 <= 0.4389784
    PC22 > -2.147306
    PC50 <= 0.3961015
    PC52 > 1.291352
    PC55 <= 0.07572264
    PC96 > -0.5750883
    ->  class 0\|2  [0.764]

Rule 12/84: (870.6/446, lift 4.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 > -1.502523
    PC18 > -1.019176
    PC18 <= 0.4389784
    ->  class 0\|2  [0.488]

Rule 12/85: (7460/5418.8, lift 2.7)
    PC2 > 2.5099
    ->  class 0\|2  [0.274]

Rule 12/86: (91.5/0.3, lift 11.8)
    PC4 > -7.746524
    PC4 <= 9.092457
    PC15 <= 1.306996
    PC18 <= -1.019176
    PC39 > -1.48088
    PC42 > 2.539411
    ->  class 0\|3  [0.986]

Rule 12/87: (52, lift 11.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC15 <= 1.306996
    PC18 <= 0.4389784
    PC99 <= -2.727979
    ->  class 0\|3  [0.981]

Rule 12/88: (46.9, lift 11.7)
    PC18 <= -1.019176
    PC34 <= -2.607624
    PC39 <= -0.9883975
    ->  class 0\|3  [0.980]

Rule 12/89: (30.8, lift 11.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 > -0.274175
    PC8 > 0.01238032
    PC15 <= 1.306996
    PC18 <= -1.019176
    ->  class 0\|3  [0.970]

Rule 12/90: (28.5, lift 11.6)
    PC3 <= 1.640775
    PC6 > 0.08235791
    PC8 > 0.01238032
    PC18 <= -1.019176
    ->  class 0\|3  [0.967]

Rule 12/91: (26.4, lift 11.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 > -7.746524
    PC8 <= -0.3307242
    PC18 <= -1.019176
    PC34 > -1.94964
    PC36 <= 0.1558218
    PC55 > 0.07572264
    PC87 > -1.130408
    ->  class 0\|3  [0.965]

Rule 12/92: (46/0.8, lift 11.5)
    PC7 <= -0.274175
    PC18 <= -1.019176
    PC21 > -0.2235012
    PC25 > -0.8162957
    PC30 <= 1.407807
    PC34 <= -1.066011
    ->  class 0\|3  [0.963]

Rule 12/93: (24, lift 11.5)
    PC7 <= -0.274175
    PC15 <= 1.306996
    PC18 <= -1.019176
    PC23 <= 1.257388
    PC25 <= -0.8162957
    PC31 <= 0.2081865
    PC60 > -0.3709495
    PC95 > -0.7274718
    ->  class 0\|3  [0.962]

Rule 12/94: (23.5, lift 11.5)
    PC2 > 2.5099
    PC4 > -7.746524
    PC8 > 0.01238032
    PC15 <= 1.306996
    PC18 <= -1.019176
    PC30 <= 1.407807
    PC93 <= -1.401263
    ->  class 0\|3  [0.961]

Rule 12/95: (23.1, lift 11.5)
    PC13 > 1.643236
    PC15 > -1.210525
    PC18 <= 0.4389784
    PC47 > -0.9742705
    PC91 > 1.337044
    ->  class 0\|3  [0.960]

Rule 12/96: (59.3/1.8, lift 11.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC15 <= -1.210525
    PC18 > -1.019176
    PC18 <= 0.4389784
    PC96 > -1.350957
    ->  class 0\|3  [0.955]

Rule 12/97: (18.9/0.1, lift 11.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 1.643236
    PC18 > -1.019176
    PC18 <= 0.4389784
    PC40 <= -2.563274
    ->  class 0\|3  [0.946]

Rule 12/98: (38.2/1.3, lift 11.3)
    PC5 > -0.9959361
    PC8 > 0.01238032
    PC15 <= 1.306996
    PC18 <= 0.4389784
    PC20 <= -3.653318
    PC21 > -1.024531
    PC89 <= 1.380547
    ->  class 0\|3  [0.943]

Rule 12/99: (73.3/3.3, lift 11.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC15 <= 1.306996
    PC18 <= -1.019176
    PC51 <= 0.2262355
    PC89 > 1.380547
    ->  class 0\|3  [0.943]

Rule 12/100: (13.1, lift 11.2)
    PC13 > 1.643236
    PC18 > -1.019176
    PC18 <= 0.4389784
    PC92 <= -1.52676
    ->  class 0\|3  [0.934]

Rule 12/101: (12.5, lift 11.2)
    PC13 > 7.792017
    PC56 > 5.422325
    PC73 > -0.1035802
    ->  class 0\|3  [0.931]

Rule 12/102: (291.4/22.2, lift 11.0)
    PC3 <= 1.640775
    PC4 > -7.746524
    PC4 <= 9.092457
    PC8 <= 0.01238032
    PC16 <= 2.358103
    PC18 <= -1.019176
    PC25 <= 1.359354
    PC32 > -1.104615
    PC34 > -1.94964
    PC43 <= 0.6908785
    PC50 > 0.3961015
    PC66 <= 0.7638164
    PC82 > -2.617293
    PC87 > -1.130408
    PC89 <= 1.380547
    ->  class 0\|3  [0.921]

Rule 12/103: (62.9/4.6, lift 10.9)
    PC3 <= 1.640775
    PC4 > -7.746524
    PC8 > 0.01238032
    PC15 > -1.146681
    PC18 <= -1.019176
    PC21 > -0.2235012
    PC30 <= 1.407807
    PC87 > -0.1303834
    ->  class 0\|3  [0.913]

Rule 12/104: (9.2, lift 10.8)
    PC3 <= 1.640775
    PC4 > -7.746524
    PC7 <= -0.274175
    PC18 <= -1.019176
    PC21 > -0.2235012
    PC29 > -7.785647
    PC34 > -1.066011
    PC49 <= -0.3573701
    PC93 > -1.401263
    ->  class 0\|3  [0.904]

Rule 12/105: (38/3.6, lift 10.6)
    PC13 > 7.792017
    PC18 > 0.4389784
    PC55 <= 0.2514917
    PC90 > 0.6281986
    PC96 <= -0.6067484
    ->  class 0\|3  [0.885]

Rule 12/106: (5.7, lift 10.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC11 > 0.2602117
    PC18 > 0.4389784
    PC25 > -1.059136
    PC47 > -1.610874
    ->  class 0\|3  [0.871]

Rule 12/107: (5.5, lift 10.4)
    PC2 > 2.5099
    PC18 <= 0.4389784
    PC34 <= -2.607624
    PC73 <= -3.757474
    ->  class 0\|3  [0.867]

Rule 12/108: (43.9/5.8, lift 10.2)
    PC18 > -1.019176
    PC18 <= 0.4389784
    PC20 <= -3.539361
    ->  class 0\|3  [0.851]

Rule 12/109: (2.9, lift 9.6)
    PC18 <= -1.019176
    PC34 <= -2.607624
    PC95 > 0.6570283
    ->  class 0\|3  [0.797]

Rule 12/110: (25.5/4.9, lift 9.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > 0.4389784
    PC46 > 1.972667
    ->  class 0\|3  [0.786]

Rule 12/111: (33.4/6.7, lift 9.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC8 > 0.01238032
    PC18 <= -1.019176
    PC30 <= 1.407807
    PC87 > 0.2458874
    ->  class 0\|3  [0.784]

Rule 12/112: (146/32.3, lift 9.3)
    PC3 <= 1.640775
    PC6 > -1.502523
    PC13 > 1.643236
    PC18 <= 0.4389784
    PC31 > 0.06167527
    ->  class 0\|3  [0.775]

Rule 12/113: (1430.7/445.6, lift 8.3)
    PC3 <= 1.640775
    PC4 > -7.746524
    PC4 <= 9.092457
    PC8 <= 0.01238032
    PC10 > -6.299334
    PC15 <= 1.306996
    PC18 <= -1.019176
    PC21 > -1.024531
    PC32 > -1.532848
    PC34 > -2.607624
    PC89 <= 1.330549
    ->  class 0\|3  [0.688]

Rule 12/114: (23.8/8.4, lift 7.6)
    PC4 <= -7.746524
    PC11 > 0.08682834
    PC18 <= -1.019176
    PC87 <= 0.02870315
    ->  class 0\|3  [0.636]

Rule 12/115: (149/0.7, lift 22.2)
    PC2 > 2.5099
    PC3 > 1.640775
    PC22 > 0.1221173
    PC30 <= -0.01167358
    PC65 > -0.05166954
    PC82 > -0.6325383
    ->  class 1\|0  [0.989]

Rule 12/116: (77.3/0.2, lift 22.1)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC8 <= 0.5809395
    PC9 > -0.911768
    PC19 > 2.497185
    ->  class 1\|0  [0.985]

Rule 12/117: (181.9/2, lift 22.1)
    PC3 > 1.640775
    PC8 > -3.627075
    PC8 <= 1.687932
    PC16 <= -0.03412016
    PC22 > 0.1221173
    PC35 > -0.2212318
    PC45 > -0.6026969
    PC47 > -0.295758
    PC48 <= -0.1250021
    PC65 > -0.05166954
    ->  class 1\|0  [0.984]

Rule 12/118: (57.2, lift 22.0)
    PC6 <= -3.248612
    PC11 <= -2.343809
    ->  class 1\|0  [0.983]

Rule 12/119: (41.4, lift 21.9)
    PC2 > 0.8262661
    PC4 > -1.69655
    PC6 > 5.1094
    PC16 <= -1.946823
    ->  class 1\|0  [0.977]

Rule 12/120: (326.2/7.2, lift 21.9)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC4 > -1.69655
    PC6 <= 5.1094
    PC9 > -0.911768
    PC16 <= -1.946823
    PC29 > 0.03654253
    PC45 <= 0.3605511
    PC82 > -0.6457855
    PC91 > -0.4964139
    PC98 <= 0.1730876
    ->  class 1\|0  [0.975]

Rule 12/121: (36.9, lift 21.8)
    PC2 <= 2.5099
    PC3 > 6.929032
    PC25 > 0.6551463
    ->  class 1\|0  [0.974]

Rule 12/122: (66.8/1.9, lift 21.5)
    PC1 > -0.2019541
    PC14 <= -1.848327
    PC16 > -1.946823
    PC41 > -0.4517633
    ->  class 1\|0  [0.958]

Rule 12/123: (75.8/3, lift 21.3)
    PC1 > -0.430681
    PC4 > -1.69655
    PC6 > 5.1094
    PC8 > 0.5809395
    PC16 <= -1.946823
    PC28 <= 0.2650615
    PC68 > -0.2968291
    PC98 <= 0.1730876
    ->  class 1\|0  [0.949]

Rule 12/124: (16.9, lift 21.2)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC6 <= -3.248612
    PC45 > 0.1540567
    PC53 > -1.884559
    ->  class 1\|0  [0.947]

Rule 12/125: (68.4/3.9, lift 20.9)
    PC2 > 2.5099
    PC3 > 1.640775
    PC8 > -3.627075
    PC18 <= 0.7362046
    PC30 > -0.01167358
    PC35 > -0.2212318
    PC36 > 0.446425
    PC45 > -0.6026969
    PC74 <= -1.278046
    PC92 <= 0.4954863
    ->  class 1\|0  [0.931]

Rule 12/126: (8.1/0.3, lift 19.5)
    PC2 > 2.5099
    PC3 > 1.640775
    PC10 <= 0.31156
    PC16 <= -0.03412016
    PC22 > 0.1221173
    PC65 <= -0.05166954
    ->  class 1\|0  [0.868]

Rule 12/127: (42.2/10.9, lift 16.4)
    PC1 > -0.2019541
    PC3 <= 0.7432103
    PC6 > -3.248612
    PC8 > -4.367485
    PC16 > -1.946823
    PC19 > -1.245222
    PC21 <= 1.683282
    PC24 <= 0.002176012
    PC35 <= 0.7351906
    PC60 > 0.1099208
    ->  class 1\|0  [0.730]

Rule 12/128: (164.9/83.4, lift 11.1)
    PC1 > -0.2019541
    PC2 <= 2.5099
    PC8 > -4.367485
    PC14 > -1.848327
    PC35 > 0.7351906
    PC44 <= 0.9945
    ->  class 1\|0  [0.494]

Rule 12/129: (170.3, lift 16.5)
    PC1 > -0.430681
    PC14 <= -1.848327
    PC16 > -1.946823
    PC19 > -0.5639039
    PC41 <= -0.4517633
    PC69 > -0.5487785
    ->  class 1\|1  [0.994]

Rule 12/130: (107.2, lift 16.4)
    PC2 <= 2.5099
    PC4 <= -1.69655
    PC16 <= -1.946823
    PC28 <= 0.2650615
    PC95 > -0.06860722
    ->  class 1\|1  [0.991]

Rule 12/131: (84.4, lift 16.4)
    PC2 > 2.5099
    PC3 > 1.640775
    PC8 <= 1.687932
    PC16 <= -0.03412016
    PC30 > -0.01167358
    PC35 > -0.2212318
    PC36 <= 0.446425
    PC45 > -0.6026969
    PC48 > -0.1250021
    PC83 > -0.4568406
    ->  class 1\|1  [0.988]

Rule 12/132: (49.8, lift 16.2)
    PC2 > 2.5099
    PC8 <= -3.627075
    PC16 <= -0.03412016
    PC83 > -0.4568406
    ->  class 1\|1  [0.981]

Rule 12/133: (46.1, lift 16.2)
    PC3 > 1.640775
    PC16 <= -0.03412016
    PC30 > -0.01167358
    PC45 <= -0.6026969
    PC65 > -0.05166954
    PC92 <= 0.4954863
    ->  class 1\|1  [0.979]

Rule 12/134: (43.2, lift 16.2)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.03412016
    PC22 > 0.1221173
    PC47 <= -0.295758
    ->  class 1\|1  [0.978]

Rule 12/135: (175/3.1, lift 16.2)
    PC2 <= 0.8262661
    PC6 > 5.1094
    PC8 <= 0.5809395
    PC9 > -0.911768
    PC16 <= -1.946823
    PC19 <= 2.497185
    PC28 <= 0.2650615
    PC98 <= 0.1730876
    ->  class 1\|1  [0.977]

Rule 12/136: (37.1, lift 16.1)
    PC2 > 2.5099
    PC8 > 1.687932
    PC22 > 0.1221173
    PC30 > -0.01167358
    ->  class 1\|1  [0.974]

Rule 12/137: (84.6/1.3, lift 16.1)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.03412016
    PC22 <= 0.1221173
    PC83 > -0.4568406
    ->  class 1\|1  [0.973]

Rule 12/138: (53.5/0.7, lift 16.0)
    PC1 > -0.2019541
    PC2 <= 2.5099
    PC3 <= 0.7432103
    PC6 > -3.248612
    PC16 > -1.946823
    PC19 > -1.245222
    PC24 <= 0.002176012
    PC35 <= 0.7351906
    PC60 <= 0.1099208
    ->  class 1\|1  [0.969]

Rule 12/139: (29, lift 16.0)
    PC1 > -0.430681
    PC6 <= 5.1094
    PC16 <= -1.946823
    PC28 <= 0.2650615
    PC91 <= -0.4964139
    ->  class 1\|1  [0.968]

Rule 12/140: (130.1/4.5, lift 15.9)
    PC2 > 2.5099
    PC3 > 1.640775
    PC10 > 0.31156
    PC16 <= -0.03412016
    PC65 <= -0.05166954
    ->  class 1\|1  [0.959]

Rule 12/141: (20.9, lift 15.8)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.03412016
    PC22 > 0.1221173
    PC30 > -0.01167358
    PC92 > 0.4954863
    ->  class 1\|1  [0.956]

Rule 12/142: (19.3, lift 15.8)
    PC6 > 5.1094
    PC8 > 0.5809395
    PC16 <= -1.946823
    PC28 <= 0.2650615
    PC68 <= -0.2968291
    PC98 <= 0.1730876
    ->  class 1\|1  [0.953]

Rule 12/143: (14.2, lift 15.5)
    PC3 > 1.640775
    PC18 > 0.7362046
    PC30 > -0.01167358
    ->  class 1\|1  [0.938]

Rule 12/144: (13.7, lift 15.5)
    PC1 > -0.430681
    PC3 <= 0.7432103
    PC6 > -3.248612
    PC8 <= 2.359752
    PC18 > 0.1661444
    PC19 <= -1.245222
    ->  class 1\|1  [0.936]

Rule 12/145: (12, lift 15.4)
    PC2 > 2.5099
    PC11 > 1.438544
    PC48 <= 0.2368063
    ->  class 1\|1  [0.928]

Rule 12/146: (9, lift 15.0)
    PC2 <= 2.5099
    PC3 > 0.7432103
    PC5 > -6.400552
    PC5 <= 9.144154
    PC16 > -1.946823
    PC35 <= 0.7351906
    PC45 <= -0.4763
    PC46 <= 1.00931
    ->  class 1\|1  [0.909]

Rule 12/147: (9.5, lift 15.0)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -0.03412016
    PC33 > 0.9812835
    PC48 <= 0.2368063
    PC75 <= 1.006451
    ->  class 1\|1  [0.906]

Rule 12/148: (28.9/2.1, lift 14.9)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.03412016
    PC35 <= -0.2212318
    PC45 > -0.6026969
    ->  class 1\|1  [0.901]

Rule 12/149: (19.9/1.7, lift 14.5)
    PC2 > 2.5099
    PC3 > 1.640775
    PC11 <= -0.1177774
    PC16 > -0.03412016
    PC31 <= 0.1931313
    PC48 <= 0.2368063
    ->  class 1\|1  [0.877]

Rule 12/150: (68/7.9, lift 14.4)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC6 <= -3.248612
    PC11 > -2.343809
    PC16 > -1.946823
    PC18 > -0.30108
    PC45 <= 0.1540567
    PC53 > -1.884559
    PC82 <= 0.3277877
    ->  class 1\|1  [0.873]

Rule 12/151: (24.2/2.4, lift 14.4)
    PC2 <= 2.5099
    PC3 > 6.929032
    PC82 <= -0.6806296
    ->  class 1\|1  [0.870]

Rule 12/152: (12.9/1.1, lift 14.2)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -0.03412016
    PC58 <= -0.6017607
    ->  class 1\|1  [0.856]

Rule 12/153: (27/3.9, lift 13.7)
    PC1 > -0.430681
    PC6 <= 5.1094
    PC9 > -0.911768
    PC16 <= -1.946823
    PC45 > 0.3605511
    ->  class 1\|1  [0.830]

Rule 12/154: (100.2/18.5, lift 13.4)
    PC1 > -0.430681
    PC16 <= -1.946823
    PC28 <= 0.2650615
    PC98 > 0.1730876
    ->  class 1\|1  [0.809]

Rule 12/155: (135.1/30.9, lift 12.7)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC9 > -0.911768
    PC16 <= -1.946823
    PC28 <= 0.2650615
    PC29 <= 0.03654253
    PC98 <= 0.1730876
    ->  class 1\|1  [0.768]

Rule 12/156: (16.8/5.5, lift 10.8)
    PC2 <= 2.5099
    PC3 > 0.7432103
    PC35 <= 0.7351906
    PC48 > 0.6985834
    ->  class 1\|1  [0.654]

Rule 12/157: (73.2/27.2, lift 10.4)
    PC1 > -0.430681
    PC1 <= -0.2019541
    PC2 <= 2.5099
    PC40 <= -0.4800626
    ->  class 1\|1  [0.626]

Rule 12/158: (229.1/99.1, lift 9.4)
    PC2 <= 2.5099
    PC8 > -0.07201499
    PC8 <= 2.291764
    PC10 > -0.1573964
    PC42 <= -1.10544
    ->  class 1\|1  [0.567]

Rule 12/159: (57.1, lift 14.6)
    PC3 > 0.7432103
    PC35 <= -1.212324
    ->  class 1\|2  [0.983]

Rule 12/160: (162.6/3.6, lift 14.4)
    PC2 <= 2.5099
    PC3 > 0.7432103
    PC3 <= 6.929032
    PC12 <= 1.974452
    PC15 <= 4.136679
    PC22 > 0.2416821
    PC22 <= 4.233553
    PC46 > 1.00931
    PC62 > -0.5719296
    ->  class 1\|2  [0.972]

Rule 12/161: (34.2, lift 14.4)
    PC3 > 1.640775
    PC16 > -0.03412016
    PC48 > 0.2368063
    PC55 > 0.6304926
    ->  class 1\|2  [0.972]

Rule 12/162: (206/5.6, lift 14.4)
    PC2 > 2.5099
    PC3 > 1.640775
    PC11 > -0.1177774
    PC11 <= 1.438544
    PC16 > -0.03412016
    PC31 <= 0.1931313
    PC33 <= 0.9812835
    PC48 <= 0.2368063
    PC58 > -0.6017607
    ->  class 1\|2  [0.968]

Rule 12/163: (48.9/0.8, lift 14.3)
    PC2 <= 2.5099
    PC3 > 0.7432103
    PC14 > -1.848327
    PC45 > -0.4763
    PC49 > 0.2359987
    PC93 > 0.4063744
    PC94 <= 0.08865249
    ->  class 1\|2  [0.964]

Rule 12/164: (25, lift 14.3)
    PC2 <= 2.5099
    PC4 <= -1.69655
    PC28 <= 0.2650615
    PC95 <= -0.06860722
    ->  class 1\|2  [0.963]

Rule 12/165: (33.9/0.4, lift 14.3)
    PC3 > 1.640775
    PC16 > -0.03412016
    PC48 > 0.2368063
    PC80 > 0.3968048
    ->  class 1\|2  [0.962]

Rule 12/166: (22, lift 14.2)
    PC2 <= 2.5099
    PC3 > 0.7432103
    PC16 > -1.946823
    PC74 <= -1.947947
    ->  class 1\|2  [0.958]

Rule 12/167: (12.1, lift 13.8)
    PC2 <= 2.5099
    PC16 <= -1.946823
    PC28 > 0.2650615
    ->  class 1\|2  [0.929]

Rule 12/168: (51/12.9, lift 10.9)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC9 <= -0.911768
    PC16 <= -1.946823
    ->  class 1\|2  [0.738]

Rule 12/169: (3319.3/2084.5, lift 5.5)
    PC1 > -0.2019541
    PC16 > -1.946823
    ->  class 1\|2  [0.372]

Rule 12/170: (70.6/0.4, lift 16.1)
    PC1 > -0.430681
    PC4 > -0.651946
    PC4 <= 0.8657938
    PC5 > -6.400552
    PC8 > -4.367485
    PC11 > -1.703298
    PC16 > -1.946823
    PC16 <= 9.431917
    PC35 <= 0.7351906
    PC42 <= 1.170682
    PC46 <= 1.00931
    PC78 <= -0.6607938
    ->  class 1\|3  [0.981]

Rule 12/171: (198.4/4.3, lift 16.0)
    PC2 > 2.5099
    PC3 > 1.640775
    PC3 <= 10.14495
    PC5 > -6.657678
    PC16 > -0.03412016
    PC48 > 0.2368063
    PC55 <= 0.6304926
    PC80 <= 0.3968048
    PC87 <= 0.2844452
    ->  class 1\|3  [0.974]

Rule 12/172: (36/0.4, lift 15.8)
    PC3 > 0.7432103
    PC3 <= 6.929032
    PC4 > -0.651946
    PC11 > -1.703298
    PC11 <= -1.584978
    PC24 <= 4.377517
    PC46 <= 1.00931
    PC78 > -0.6607938
    ->  class 1\|3  [0.964]

Rule 12/173: (270.8/10.3, lift 15.7)
    PC2 <= 2.5099
    PC3 > 0.7432103
    PC4 > -0.651946
    PC4 <= 0.8657938
    PC11 > -1.446983
    PC14 > -1.848327
    PC16 <= 9.431917
    PC42 <= 1.170682
    PC45 > -0.4763
    PC46 <= 1.00931
    PC68 > -2.25446
    PC74 > -1.947947
    PC93 <= 0.4063744
    PC94 <= 0.08865249
    PC98 <= -0.01898078
    ->  class 1\|3  [0.959]

Rule 12/174: (20.1, lift 15.7)
    PC1 > -0.430681
    PC1 <= -0.2019541
    PC2 <= 2.5099
    PC8 > -0.3492788
    PC56 <= 0.2542848
    PC83 > -0.04821555
    ->  class 1\|3  [0.955]

Rule 12/175: (41.9/1.1, lift 15.6)
    PC1 > -0.430681
    PC1 <= 6.280995
    PC3 <= 0.7432103
    PC6 > -3.248612
    PC8 <= 2.359752
    PC13 > -0.1476189
    PC19 <= -1.245222
    PC35 <= 0.7351906
    ->  class 1\|3  [0.952]

Rule 12/176: (379.9/23.5, lift 15.3)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > 0.7432103
    PC3 <= 6.929032
    PC4 <= 0.8657938
    PC5 > -6.400552
    PC5 <= 9.144154
    PC13 > -0.384605
    PC14 > -0.8284562
    PC24 <= 4.377517
    PC35 > -1.212324
    PC35 <= 0.7351906
    PC42 <= 1.170682
    PC46 <= 1.00931
    PC49 <= 0.2359987
    PC90 <= 1.924618
    ->  class 1\|3  [0.936]

Rule 12/177: (66.9/3.6, lift 15.3)
    PC1 > -0.2019541
    PC3 > 0.7432103
    PC5 > -6.400552
    PC15 > 4.136679
    PC16 > -1.946823
    ->  class 1\|3  [0.934]

Rule 12/178: (18.6/0.8, lift 15.0)
    PC3 > 0.7432103
    PC3 <= 6.929032
    PC13 > -0.09162939
    PC42 > 1.170682
    PC48 <= 0.6985834
    ->  class 1\|3  [0.914]

Rule 12/179: (9.5, lift 15.0)
    PC1 > -0.430681
    PC3 <= 0.7432103
    PC8 > -4.367485
    PC77 <= -1.26034
    ->  class 1\|3  [0.913]

Rule 12/180: (7.2, lift 14.6)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC5 > -6.400552
    PC5 <= 9.144154
    PC8 > -4.367485
    PC35 <= 0.7351906
    PC42 > 1.170682
    PC44 > -0.09158577
    ->  class 1\|3  [0.891]

Rule 12/181: (5.4, lift 14.0)
    PC2 <= 2.5099
    PC3 > 0.7432103
    PC16 > -1.946823
    PC46 > 1.00931
    PC62 <= -0.5719296
    ->  class 1\|3  [0.855]

Rule 12/182: (4.1, lift 13.5)
    PC3 <= 6.929032
    PC22 > 4.233553
    PC24 <= 4.377517
    PC35 <= 0.7351906
    PC46 > 1.00931
    ->  class 1\|3  [0.822]

Rule 12/183: (283.3/0.7, lift 12.8)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC10 <= 0.3352064
    PC11 > -0.9337804
    PC19 <= 0.6246938
    PC48 <= -0.3157866
    PC57 > -0.7836637
    PC65 > -1.063689
    PC70 <= 0.157301
    ->  class 2\|0  [0.994]

Rule 12/184: (64.5, lift 12.7)
    PC8 > 2.291764
    PC10 <= 0.3352064
    PC11 > -0.9337804
    PC19 <= 0.6246938
    PC94 <= -0.7223536
    ->  class 2\|0  [0.985]

Rule 12/185: (43.1, lift 12.6)
    PC8 > 2.291764
    PC10 <= 0.3352064
    PC19 <= 0.6246938
    PC21 > -0.2499169
    PC31 <= -0.7057244
    PC51 <= -0.1206673
    PC65 > -1.063689
    ->  class 2\|0  [0.978]

Rule 12/186: (134.7/2.6, lift 12.6)
    PC1 <= -0.430681
    PC8 > 0.5265281
    PC19 <= -2.197866
    PC44 > 0.6035599
    ->  class 2\|0  [0.974]

Rule 12/187: (59.6/0.7, lift 12.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.07201499
    PC8 <= 2.291764
    PC10 <= -0.1573964
    PC54 <= 0.3426272
    PC83 > 0.272599
    ->  class 2\|0  [0.972]

Rule 12/188: (30.9, lift 12.5)
    PC1 > -0.2019541
    PC8 > -4.367485
    PC14 > -1.848327
    PC16 > -1.946823
    PC35 > 0.7351906
    PC44 > 0.9945
    PC71 > -0.7803868
    ->  class 2\|0  [0.970]

Rule 12/189: (186.8/5.3, lift 12.5)
    PC8 > 2.291764
    PC10 <= 0.3352064
    PC11 > -0.9337804
    PC19 <= 0.6246938
    PC21 > -0.2499169
    PC29 <= 0.2015476
    PC31 > -0.7057244
    PC38 <= 0.26204
    PC46 <= 1.155422
    PC64 <= 0.9084017
    PC70 <= 0.157301
    PC77 > -0.1926621
    PC80 > -0.5749004
    PC94 <= 0.299614
    ->  class 2\|0  [0.966]

Rule 12/190: (29, lift 12.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC5 <= -1.29724
    PC8 > -0.07201499
    PC10 <= -0.1573964
    ->  class 2\|0  [0.966]

Rule 12/191: (374.7/15.6, lift 12.4)
    PC8 > 2.291764
    PC10 <= 0.3352064
    PC11 > -0.9337804
    PC19 <= 0.6246938
    PC21 > -0.2499169
    PC29 <= 0.2015476
    PC31 > -0.7057244
    PC46 <= 1.155422
    PC64 <= 0.9084017
    PC70 <= 0.157301
    PC77 <= -0.1926621
    PC80 > -0.5749004
    PC94 <= 0.299614
    ->  class 2\|0  [0.956]

Rule 12/192: (537.9/26.9, lift 12.3)
    PC8 > 2.291764
    PC10 <= 0.3352064
    PC11 > -0.9337804
    PC19 <= 0.6246938
    PC29 <= 0.2015476
    PC31 > -0.7057244
    PC46 <= 1.155422
    PC60 > -0.1797929
    PC70 <= 0.157301
    PC80 > -0.5749004
    PC97 > -0.283807
    ->  class 2\|0  [0.948]

Rule 12/193: (15.2, lift 12.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.07201499
    PC8 <= 2.291764
    PC10 <= -0.1573964
    PC57 > 0.8549603
    ->  class 2\|0  [0.942]

Rule 12/194: (11.2, lift 11.9)
    PC1 > -0.2019541
    PC8 > -4.367485
    PC19 > -1.245222
    PC21 > 1.683282
    ->  class 2\|0  [0.924]

Rule 12/195: (10.8, lift 11.9)
    PC1 > -0.2019541
    PC6 <= -3.248612
    PC35 <= 0.7351906
    PC53 <= -1.884559
    PC82 <= 0.3277877
    ->  class 2\|0  [0.919]

Rule 12/196: (91.9/6.9, lift 11.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.07201499
    PC10 <= -0.1573964
    PC73 > 0.3522136
    PC83 <= 0.272599
    ->  class 2\|0  [0.915]

Rule 12/197: (8.7/1.2, lift 10.3)
    PC8 > 2.291764
    PC19 > 0.6246938
    PC21 > -0.2499169
    PC38 <= -1.101663
    ->  class 2\|0  [0.795]

Rule 12/198: (22.1/5.2, lift 9.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.07201499
    PC10 <= -0.6241782
    ->  class 2\|0  [0.745]

Rule 12/199: (59/16.7, lift 9.2)
    PC1 > -0.2019541
    PC3 <= 0.7432103
    PC6 > -3.248612
    PC8 > 0.05853367
    PC24 > 0.002176012
    ->  class 2\|0  [0.710]

Rule 12/200: (2245.6/1140, lift 6.4)
    PC1 <= -0.2019541
    PC2 <= 2.5099
    PC8 > -0.3492788
    PC16 > -1.946823
    PC40 > -0.4800626
    PC56 <= 0.2542848
    ->  class 2\|0  [0.492]

Rule 12/201: (223.4/0.4, lift 9.9)
    PC1 <= -0.430681
    PC2 <= -0.5562518
    PC8 > 2.291764
    PC19 > 0.6246938
    PC38 > -1.101663
    ->  class 2\|1  [0.994]

Rule 12/202: (123.1, lift 9.9)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC8 <= 5.039791
    PC10 > 0.3352064
    PC21 > -0.2499169
    ->  class 2\|1  [0.992]

Rule 12/203: (103.9, lift 9.9)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC11 <= -0.9337804
    ->  class 2\|1  [0.991]

Rule 12/204: (121.7/1.7, lift 9.8)
    PC8 > 2.291764
    PC11 > -0.9337804
    PC48 > -0.3157866
    PC60 <= -0.1797929
    PC94 > 0.299614
    PC97 > -0.283807
    ->  class 2\|1  [0.978]

Rule 12/205: (87.8/1.4, lift 9.7)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC57 <= -0.7836637
    ->  class 2\|1  [0.973]

Rule 12/206: (34.6, lift 9.7)
    PC1 > -0.430681
    PC16 > -1.946823
    PC35 > 0.7351906
    PC44 > 0.9945
    PC71 <= -0.7803868
    ->  class 2\|1  [0.973]

Rule 12/207: (29.5, lift 9.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.966951
    PC13 <= -0.848649
    PC76 <= -0.590421
    ->  class 2\|1  [0.968]

Rule 12/208: (78.3/1.6, lift 9.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.07201499
    PC30 > 0.4383159
    PC44 <= 0.6035599
    ->  class 2\|1  [0.967]

Rule 12/209: (72.6/1.6, lift 9.6)
    PC8 > -0.07201499
    PC10 <= 0.3352064
    PC11 > -0.9337804
    PC31 <= -0.7057244
    PC51 > -0.1206673
    PC70 <= 0.157301
    PC95 <= 0.1859384
    ->  class 2\|1  [0.966]

Rule 12/210: (24.5, lift 9.6)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC65 <= -1.063689
    ->  class 2\|1  [0.962]

Rule 12/211: (104.1/3, lift 9.6)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC29 <= 0.2015476
    PC46 > 1.155422
    PC94 > -0.7223536
    ->  class 2\|1  [0.962]

Rule 12/212: (24.5, lift 9.6)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC31 > -0.7057244
    PC48 > -0.3157866
    PC97 <= -0.283807
    ->  class 2\|1  [0.961]

Rule 12/213: (37.8/0.8, lift 9.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.07201499
    PC21 > -0.2499169
    PC38 > 0.26204
    PC46 <= 1.155422
    PC64 <= 0.9084017
    PC77 > -0.1926621
    PC80 > -0.5749004
    PC94 <= 0.299614
    PC97 > -0.283807
    ->  class 2\|1  [0.955]

Rule 12/214: (23.5/0.5, lift 9.4)
    PC2 <= 2.5099
    PC6 <= -3.248612
    PC8 > -4.367485
    PC35 <= 0.7351906
    PC82 > 0.3277877
    ->  class 2\|1  [0.943]

Rule 12/215: (14.7, lift 9.4)
    PC1 <= -4.421589
    PC8 > -2.966951
    PC13 <= -0.848649
    ->  class 2\|1  [0.940]

Rule 12/216: (32.5/1.1, lift 9.4)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC21 > -0.2499169
    PC29 > 0.2015476
    PC48 > -0.3157866
    ->  class 2\|1  [0.938]

Rule 12/217: (200.4/18.9, lift 9.0)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC21 <= -0.2499169
    ->  class 2\|1  [0.902]

Rule 12/218: (123/12.8, lift 8.9)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC70 > 0.157301
    ->  class 2\|1  [0.890]

Rule 12/219: (20.2/1.4, lift 8.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC32 <= -2.07958
    PC43 <= -1.508996
    ->  class 2\|1  [0.890]

Rule 12/220: (10.9/0.5, lift 8.8)
    PC1 > -0.430681
    PC1 <= -0.2019541
    PC2 <= 2.5099
    PC8 > -0.3492788
    PC40 > -0.4800626
    PC56 > 0.2542848
    ->  class 2\|1  [0.883]

Rule 12/221: (145/16.5, lift 8.8)
    PC1 <= -0.430681
    PC8 > 0.5265281
    PC8 <= 2.291764
    PC10 > -0.1573964
    PC19 > -2.197866
    PC29 <= 0.3459832
    PC44 > 0.6035599
    ->  class 2\|1  [0.881]

Rule 12/222: (80/10.4, lift 8.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.966951
    PC28 <= -0.2606607
    ->  class 2\|1  [0.861]

Rule 12/223: (55.9/7.8, lift 8.5)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC31 > -0.7057244
    PC46 <= 1.155422
    PC64 > 0.9084017
    ->  class 2\|1  [0.848]

Rule 12/224: (23.7/3.5, lift 8.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -0.07201499
    PC42 <= -0.5118544
    PC43 > -1.508996
    PC60 > 0.2173355
    PC68 <= -0.8178174
    PC81 > -0.3155267
    PC100 <= 3.830744
    ->  class 2\|1  [0.826]

Rule 12/225: (26.6/5.7, lift 7.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC13 > -0.848649
    PC100 > 3.830744
    ->  class 2\|1  [0.767]

Rule 12/226: (50.1/13.7, lift 7.2)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC48 > -0.3157866
    PC80 <= -0.5749004
    ->  class 2\|1  [0.718]

Rule 12/227: (1608.4/652.9, lift 5.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.07201499
    PC8 <= 2.291764
    PC12 > -3.302467
    PC42 > -1.10544
    ->  class 2\|1  [0.594]

Rule 12/228: (350.5/1.5, lift 12.0)
    PC1 <= -0.430681
    PC3 > -1.459406
    PC8 > -2.966951
    PC8 <= -0.07201499
    PC10 > -0.08107302
    PC13 > -0.848649
    PC16 <= 1.520959
    PC19 > -3.952381
    PC24 > -0.9176913
    PC39 > -0.2809855
    PC60 <= 0.2173355
    PC64 > 0.05034552
    PC73 > -0.7567224
    PC85 <= 2.770555
    ->  class 2\|2  [0.993]

Rule 12/229: (279.2/1.5, lift 12.0)
    PC1 <= -0.430681
    PC3 > -1.459406
    PC8 > -2.966951
    PC8 <= -0.07201499
    PC9 > -4.054835
    PC10 > -0.08107302
    PC13 > -0.848649
    PC16 <= 1.520959
    PC24 > -0.9176913
    PC60 <= 0.2173355
    PC64 > 0.05034552
    PC65 <= 0.2102436
    PC73 > -0.7567224
    PC87 <= 0.7510068
    ->  class 2\|2  [0.991]

Rule 12/230: (55.8, lift 11.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.07201499
    PC8 <= 2.291764
    PC30 <= 0.4383159
    PC45 > 0.0175242
    PC46 > -0.3939868
    PC56 > -0.2910889
    PC78 > -0.1088977
    PC81 > 0.2523129
    PC89 > -0.5278064
    PC100 <= 1.488753
    ->  class 2\|2  [0.982]

Rule 12/231: (139.8/1.7, lift 11.8)
    PC1 <= -2.206979
    PC8 > -2.966951
    PC8 <= -0.07201499
    PC36 > 0.08475667
    PC43 > -1.508996
    PC55 > -1.075327
    PC60 > 0.2173355
    PC62 > -1.317571
    PC68 > -0.8178174
    PC68 <= 1.962013
    PC83 > -0.6904467
    PC91 > -0.384837
    PC100 <= 3.830744
    ->  class 2\|2  [0.981]

Rule 12/232: (42.5, lift 11.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.07201499
    PC8 <= 2.291764
    PC22 <= -1.809871
    PC42 > -1.10544
    PC44 <= 0.6035599
    ->  class 2\|2  [0.978]

Rule 12/233: (79/1, lift 11.8)
    PC2 <= -1.025067
    PC8 > -0.07201499
    PC8 <= 2.291764
    PC12 <= -2.151512
    PC44 <= 0.6035599
    PC45 > 0.0175242
    PC46 > -0.3939868
    PC56 > -0.2910889
    PC89 > -0.5278064
    ->  class 2\|2  [0.975]

Rule 12/234: (36.9, lift 11.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.966951
    PC8 <= -0.07201499
    PC11 <= 0.7473348
    PC60 <= 0.2173355
    PC62 > 0.8338502
    ->  class 2\|2  [0.974]

Rule 12/235: (42.4/0.3, lift 11.7)
    PC1 <= -0.430681
    PC3 > -1.572511
    PC8 <= 2.291764
    PC10 > -0.1573964
    PC32 <= -1.348193
    PC44 <= 0.6035599
    PC45 <= 0.0175242
    PC100 <= 1.488753
    ->  class 2\|2  [0.971]

Rule 12/236: (30.7, lift 11.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -0.07201499
    PC22 <= -2.246504
    PC60 <= 0.2173355
    PC86 <= 1.145727
    ->  class 2\|2  [0.968]

Rule 12/237: (28.2, lift 11.7)
    PC2 <= 2.5099
    PC8 > -2.966951
    PC8 <= -0.07201499
    PC10 > -0.3763258
    PC10 <= -0.08107302
    PC16 <= 1.520959
    PC32 <= -0.4418046
    PC60 <= 0.2173355
    ->  class 2\|2  [0.966]

Rule 12/238: (180.9/5.3, lift 11.7)
    PC1 <= -0.430681
    PC2 <= -1.025067
    PC8 > -0.07201499
    PC8 <= 0.8031177
    PC10 > -0.1573964
    PC22 > -1.587528
    PC34 <= 0.705994
    PC44 <= 0.6035599
    PC45 > 0.0175242
    PC47 <= 0.2911419
    PC56 > -0.2910889
    PC58 > -0.9533709
    PC67 > -0.570773
    PC78 > -0.1088977
    PC83 <= 0.5345021
    PC89 > -0.5278064
    PC100 <= 1.488753
    ->  class 2\|2  [0.965]

Rule 12/239: (43.6/0.8, lift 11.6)
    PC1 <= -0.430681
    PC8 > -0.07201499
    PC8 <= 2.291764
    PC12 <= -3.302467
    PC44 <= 0.6035599
    ->  class 2\|2  [0.960]

Rule 12/240: (96.1/3.2, lift 11.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.966951
    PC8 <= -0.07201499
    PC10 > -0.08107302
    PC11 <= 0.7473348
    PC37 > -0.801118
    PC45 <= 0.3125924
    PC60 <= 0.2173355
    PC73 <= -0.3545561
    PC85 <= 2.770555
    ->  class 2\|2  [0.957]

Rule 12/241: (145.2/7.4, lift 11.4)
    PC1 <= -1.663179
    PC3 > -1.572511
    PC8 > 0.8031177
    PC8 <= 2.291764
    PC10 > -0.1573964
    PC28 > -0.06125328
    PC29 <= 0.2707354
    PC34 > -0.3109454
    PC35 > -0.3984437
    PC44 <= 0.6035599
    PC45 > 0.0175242
    PC51 > -0.1515932
    PC56 > -0.2910889
    PC59 <= 0.5018861
    PC67 > -0.570773
    PC78 > -0.1088977
    PC83 <= 0.5345021
    PC87 > -0.6950347
    PC89 > -0.5278064
    PC97 <= 0.3232662
    PC100 > -0.8008983
    ->  class 2\|2  [0.943]

Rule 12/242: (57.5/2.6, lift 11.3)
    PC8 > -2.966951
    PC8 <= -0.07201499
    PC9 > 11.5895
    PC28 > -0.2606607
    PC100 <= 3.830744
    ->  class 2\|2  [0.940]

Rule 12/243: (209.8/12.2, lift 11.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -0.07201499
    PC13 > -0.848649
    PC19 > -3.952381
    PC28 > -0.1383138
    PC32 > -2.07958
    PC43 <= -1.508996
    PC62 > -4.324138
    PC71 <= 4.970011
    ->  class 2\|2  [0.938]

Rule 12/244: (13.9, lift 11.3)
    PC1 <= -0.430681
    PC8 > -0.07201499
    PC11 <= -3.00178
    PC45 <= 0.0175242
    ->  class 2\|2  [0.937]

Rule 12/245: (128.1/7.6, lift 11.3)
    PC1 <= -0.430681
    PC8 > -2.966951
    PC8 <= -0.07201499
    PC19 > 2.979317
    PC22 <= 1.28584
    PC28 > -0.1432701
    PC68 > -0.8178174
    PC74 <= 0.2611715
    ->  class 2\|2  [0.934]

Rule 12/246: (12.8, lift 11.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC3 > -1.572511
    PC7 <= -0.09614535
    PC8 > -0.07201499
    PC45 <= 0.0175242
    PC54 <= 1.677974
    PC100 <= 1.488753
    ->  class 2\|2  [0.932]

Rule 12/247: (22.9/0.9, lift 11.2)
    PC8 > -3.998709
    PC8 <= -2.966951
    PC17 > 0.4450624
    PC85 <= 0.0808635
    PC98 > 0.4442513
    ->  class 2\|2  [0.925]

Rule 12/248: (16.8/0.6, lift 11.0)
    PC1 <= -0.430681
    PC8 > -2.966951
    PC8 <= -0.07201499
    PC19 > 2.979317
    PC19 <= 3.029113
    PC36 <= 0.08475667
    PC68 > -0.8178174
    ->  class 2\|2  [0.914]

Rule 12/249: (9.4, lift 11.0)
    PC8 <= -0.07201499
    PC9 <= 11.5895
    PC13 > -0.848649
    PC36 > 0.08475667
    PC48 > 2.573302
    ->  class 2\|2  [0.912]

Rule 12/250: (10.1, lift 11.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -0.07201499
    PC13 > -0.848649
    PC28 > -0.2606607
    PC60 > 0.2173355
    PC68 <= -0.8178174
    PC81 <= -0.3155267
    ->  class 2\|2  [0.910]

Rule 12/251: (84.8/6.9, lift 11.0)
    PC1 <= -0.430681
    PC8 > -2.966951
    PC8 <= -0.07201499
    PC10 > -0.08107302
    PC11 > 0.7473348
    PC13 > -0.848649
    PC60 <= 0.2173355
    PC64 <= 0.05034552
    PC86 <= 1.145727
    ->  class 2\|2  [0.909]

Rule 12/252: (8.1, lift 10.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.966951
    PC8 <= -0.07201499
    PC10 <= -0.08107302
    PC13 > -0.848649
    PC29 > 0.1610133
    PC60 <= 0.2173355
    ->  class 2\|2  [0.901]

Rule 12/253: (32.5/2.5, lift 10.8)
    PC1 > -0.2019541
    PC2 <= 2.5099
    PC3 <= 0.7432103
    PC6 > -3.248612
    PC8 > -4.367485
    PC8 <= 0.05853367
    PC19 > -1.245222
    PC24 > 0.002176012
    PC35 <= 0.7351906
    PC51 <= -0.1571038
    ->  class 2\|2  [0.899]

Rule 12/254: (5.8, lift 10.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.07201499
    PC8 <= 2.291764
    PC10 <= -0.1573964
    PC92 > 0.3058287
    ->  class 2\|2  [0.872]

Rule 12/255: (49.2/5.9, lift 10.5)
    PC1 <= -0.430681
    PC3 > -1.572511
    PC8 > -0.07201499
    PC8 <= 2.291764
    PC10 > -0.1573964
    PC42 > -1.10544
    PC44 <= 0.6035599
    PC54 <= 1.677974
    PC58 > -0.9533709
    PC68 > 0.74695
    PC100 <= 1.488753
    ->  class 2\|2  [0.866]

Rule 12/256: (14.9/1.3, lift 10.4)
    PC2 <= 2.5099
    PC8 <= -0.07201499
    PC10 > -0.3763258
    PC10 <= -0.08107302
    PC13 > -0.848649
    PC16 <= 1.520959
    PC60 <= 0.2173355
    PC86 <= -0.2639573
    ->  class 2\|2  [0.862]

Rule 12/257: (132.5/22.9, lift 9.9)
    PC8 > -2.966951
    PC8 <= -0.07201499
    PC9 > 5.814162
    PC13 > -0.848649
    PC19 > -3.952381
    PC34 > -0.6884801
    PC36 <= 0.08475667
    PC43 > -1.508996
    PC100 <= 3.830744
    ->  class 2\|2  [0.822]

Rule 12/258: (14.4/5.9, lift 7.0)
    PC2 <= 2.5099
    PC8 <= -2.966951
    PC29 > 0.3038806
    PC85 > 0.0808635
    ->  class 2\|2  [0.579]

Rule 12/259: (132.6, lift 8.6)
    PC2 <= 2.5099
    PC8 <= -2.966951
    PC19 > -3.952381
    PC23 > -0.4359085
    PC39 <= 0.283203
    PC51 <= -0.03512346
    PC61 <= -0.2708035
    ->  class 2\|3  [0.993]

Rule 12/260: (103.9, lift 8.6)
    PC8 <= -0.07201499
    PC9 <= 11.5895
    PC19 > 3.029113
    PC36 <= 0.08475667
    PC41 <= 2.128542
    PC60 > 0.2173355
    PC74 > 0.2611715
    ->  class 2\|3  [0.991]

Rule 12/261: (69.7, lift 8.6)
    PC1 > -0.2019541
    PC2 <= 2.5099
    PC8 <= -4.367485
    PC31 <= -0.05837341
    PC79 > -0.4769921
    ->  class 2\|3  [0.986]

Rule 12/262: (54.9, lift 8.6)
    PC1 > -0.2019541
    PC3 <= 0.7432103
    PC6 > -3.248612
    PC8 > -4.367485
    PC8 <= 0.05853367
    PC13 > 0.02480778
    PC19 > -1.245222
    PC51 > -0.1571038
    PC56 > 0.01577579
    ->  class 2\|3  [0.982]

Rule 12/263: (49.9, lift 8.5)
    PC1 <= -0.430681
    PC8 <= -2.966951
    PC23 > -0.4359085
    PC45 > 0.1011119
    PC51 > -0.03512346
    PC85 > 0.0808635
    ->  class 2\|3  [0.981]

Rule 12/264: (50.9, lift 8.5)
    PC2 <= 2.5099
    PC8 <= -2.966951
    PC23 > -0.4359085
    PC43 <= 0.7436237
    PC85 > 0.0808635
    PC89 > 0.6216257
    ->  class 2\|3  [0.981]

Rule 12/265: (82.7/1.5, lift 8.5)
    PC2 <= 2.5099
    PC8 <= -2.966951
    PC23 > -0.4359085
    PC30 > -0.5039133
    PC43 <= 0.7436237
    PC51 <= -0.03512346
    PC85 > 0.0808635
    ->  class 2\|3  [0.971]

Rule 12/266: (28.9, lift 8.4)
    PC2 <= 2.5099
    PC8 <= -2.966951
    PC23 > -0.4359085
    PC30 <= -0.5039133
    PC43 <= 0.7436237
    PC94 <= 0.1031989
    ->  class 2\|3  [0.968]

Rule 12/267: (91.4/2.3, lift 8.4)
    PC1 <= -0.430681
    PC3 > -1.459406
    PC8 > -2.966951
    PC8 <= -0.07201499
    PC10 > -0.08107302
    PC11 <= 0.7473348
    PC22 > -2.246504
    PC43 > -1.508996
    PC60 <= 0.2173355
    PC62 <= 0.8338502
    PC64 <= 0.05034552
    PC73 > -0.3545561
    ->  class 2\|3  [0.965]

Rule 12/268: (24.3, lift 8.4)
    PC1 > -0.430681
    PC8 <= -4.367485
    PC14 > 1.512467
    PC50 > -0.5249622
    ->  class 2\|3  [0.960]

Rule 12/269: (19.4, lift 8.3)
    PC2 <= 2.5099
    PC6 <= -3.248612
    PC14 > -1.848327
    PC16 > -1.946823
    PC18 <= -0.30108
    ->  class 2\|3  [0.951]

Rule 12/270: (15.7, lift 8.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.966951
    PC8 <= -0.07201499
    PC9 <= 11.5895
    PC43 > -1.508996
    PC60 <= 0.2173355
    PC85 > 2.770555
    ->  class 2\|3  [0.941]

Rule 12/271: (12.4, lift 8.1)
    PC2 <= 2.5099
    PC8 > -2.966951
    PC43 <= -1.508996
    PC71 > 4.970011
    ->  class 2\|3  [0.930]

Rule 12/272: (455.8/45.1, lift 7.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.966951
    PC8 <= -0.07201499
    PC9 <= 5.814162
    PC19 > -3.952381
    PC19 <= 2.979317
    PC22 <= 1.28584
    PC28 > -0.1432701
    PC29 <= 0.3446466
    PC36 > -0.685043
    PC36 <= 0.08475667
    PC43 > -1.508996
    PC60 > 0.2173355
    PC68 > -0.8178174
    ->  class 2\|3  [0.899]

Rule 12/273: (65.7/8.4, lift 7.5)
    PC1 > -0.2019541
    PC2 <= 2.5099
    PC14 > -1.848327
    PC23 > 0.3057835
    PC35 > 0.7351906
    PC44 <= 0.9945
    ->  class 2\|3  [0.861]

Rule 12/274: (45.8/20.9, lift 4.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= 2.291764
    PC29 > 0.3459832
    ->  class 2\|3  [0.542]

Rule 12/275: (39.4/19.6, lift 4.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.07201499
    PC8 <= 0.5265281
    PC10 > -0.1573964
    PC42 > -1.10544
    PC44 > 0.6035599
    ->  class 2\|3  [0.501]

Rule 12/276: (12477/10188.8, lift 1.6)
    PC2 <= 2.5099
    ->  class 2\|3  [0.183]

Rule 12/277: (690.3/1.6, lift 13.8)
    PC1 <= -0.430681
    PC8 <= -0.07201499
    PC19 <= -3.952381
    PC29 <= 0.02548932
    PC72 > -0.1063285
    ->  class 2\|4  [0.996]

Rule 12/278: (795.9/5.2, lift 13.8)
    PC1 <= -0.430681
    PC8 <= -2.966951
    PC29 <= 0.3038806
    PC35 <= 1.881798
    PC43 > 0.7436237
    PC54 <= 1.03493
    PC85 > 0.0808635
    ->  class 2\|4  [0.992]

Rule 12/279: (72.6, lift 13.7)
    PC8 <= -2.966951
    PC15 <= 2.827129
    PC23 <= -0.4359085
    PC29 <= 0.3038806
    PC35 <= 1.881798
    PC39 <= 0.283203
    PC43 <= 0.7436237
    PC85 > 0.0808635
    ->  class 2\|4  [0.985]

Rule 12/280: (84.9/0.4, lift 13.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -0.07201499
    PC30 <= -0.5039133
    PC61 > -0.2708035
    PC92 <= 0.1144024
    PC94 > 0.1031989
    ->  class 2\|4  [0.984]

Rule 12/281: (27.8, lift 13.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -0.07201499
    PC9 <= 5.814162
    PC13 > -0.848649
    PC22 > 1.28584
    PC36 <= 0.08475667
    PC60 > 0.2173355
    PC68 > -0.8178174
    ->  class 2\|4  [0.966]

Rule 12/282: (90.3/2.9, lift 13.3)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC8 <= -4.367485
    PC14 <= 1.512467
    PC31 > -0.05837341
    ->  class 2\|4  [0.958]

Rule 12/283: (90.6/3.2, lift 13.3)
    PC2 <= 2.5099
    PC8 <= -3.998709
    PC10 > -0.1044677
    PC19 <= 1.198945
    PC24 > -0.3030717
    PC54 > -0.00279705
    PC65 <= 0.4214233
    PC85 <= 0.0808635
    PC89 <= 0.9681633
    PC96 <= 0.3107686
    ->  class 2\|4  [0.955]

Rule 12/284: (21.3/0.5, lift 13.0)
    PC2 <= 2.5099
    PC8 <= -2.966951
    PC23 > -0.4359085
    PC35 <= 1.881798
    PC39 <= 0.283203
    PC49 <= 0.1459025
    PC59 <= -0.2713319
    PC85 > 0.0808635
    PC92 > 0.1144024
    ->  class 2\|4  [0.934]

Rule 12/285: (4.5, lift 11.8)
    PC2 <= 2.5099
    PC8 > -2.966951
    PC8 <= -0.07201499
    PC43 <= -1.508996
    PC62 <= -4.324138
    ->  class 2\|4  [0.847]

Rule 12/286: (10.3/0.9, lift 11.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.966951
    PC8 <= -0.07201499
    PC13 > -0.848649
    PC19 > -3.952381
    PC28 > -0.2606607
    PC34 <= -0.6884801
    PC43 > -1.508996
    PC68 > -0.8178174
    ->  class 2\|4  [0.843]

Rule 12/287: (430.7/77.6, lift 11.4)
    PC4 > -0.3312145
    PC8 <= -2.966951
    PC15 <= -0.3743086
    PC35 <= 1.881798
    PC39 <= 0.283203
    PC49 <= 0.1459025
    PC85 > 0.0808635
    PC92 <= 0.1144024
    ->  class 2\|4  [0.818]

Rule 12/288: (13.3/1.8, lift 11.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.966951
    PC8 <= -0.07201499
    PC9 <= 11.5895
    PC19 <= 2.979317
    PC29 > 0.3446466
    PC36 <= 0.08475667
    ->  class 2\|4  [0.817]

Rule 12/289: (12.7/2.4, lift 10.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -0.07201499
    PC10 > -0.3763258
    PC10 <= -0.3574325
    PC60 > 0.2173355
    ->  class 2\|4  [0.768]

Rule 12/290: (7096.6/5836.7, lift 2.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC19 <= 2.979317
    ->  class 2\|4  [0.178]

Default class: 2\|3

-----  Trial 13:  -----

Rules:

Rule 13/1: (163.9/0.4, lift 15.8)
    PC1 > -0.6871373
    PC13 <= -1.981838
    PC14 > -0.3755859
    PC17 > -0.07987422
    PC18 > 2.258572
    PC25 > -0.4215362
    PC55 > -0.4932779
    PC56 <= 1.207356
    ->  class 0\|0  [0.991]

Rule 13/2: (89.2, lift 15.8)
    PC1 > -0.6871373
    PC18 > 2.258572
    PC22 > -0.3628663
    PC53 > -1.052881
    PC55 > -0.4932779
    PC75 > 0.2771872
    ->  class 0\|0  [0.989]

Rule 13/3: (120.2/0.7, lift 15.7)
    PC1 <= -0.6871373
    PC2 > 2.301497
    PC9 > -0.3333247
    PC18 > 2.258572
    PC22 > -0.3628663
    PC39 > -0.8634975
    PC47 <= 0.801438
    PC64 <= -0.2568761
    ->  class 0\|0  [0.986]

Rule 13/4: (89.8/0.4, lift 15.7)
    PC2 > 2.301497
    PC6 <= 0.1730203
    PC9 > -0.3333247
    PC15 <= 0.8770248
    PC18 > -0.4677226
    PC22 > -0.3628663
    PC29 > -0.103612
    PC31 > 0.1204186
    PC36 <= 0.04279083
    PC74 <= 0.1962164
    PC77 > -0.01854217
    ->  class 0\|0  [0.985]

Rule 13/5: (56.9/0.5, lift 15.6)
    PC1 <= -0.6871373
    PC2 > 2.301497
    PC9 > -0.3333247
    PC18 > 2.258572
    PC22 > -0.3628663
    PC55 <= -0.1878678
    PC56 <= 1.207356
    ->  class 0\|0  [0.975]

Rule 13/6: (468/22.2, lift 15.2)
    PC1 > -0.6871373
    PC17 > -0.07987422
    PC18 > 2.258572
    PC22 > -0.3628663
    PC25 > -0.4215362
    PC55 > -0.4932779
    PC56 <= 1.207356
    PC80 <= -0.1646361
    ->  class 0\|0  [0.951]

Rule 13/7: (49.6/1.8, lift 15.1)
    PC2 > 2.301497
    PC9 > -0.3333247
    PC18 > -0.4677226
    PC22 > -0.3628663
    PC90 <= -1.708234
    ->  class 0\|0  [0.947]

Rule 13/8: (75.4/4.1, lift 14.9)
    PC2 > 2.301497
    PC6 > 0.1730203
    PC16 > 0.2030035
    PC18 > -0.4677226
    PC18 <= 2.258572
    PC21 > 0.00294702
    ->  class 0\|0  [0.934]

Rule 13/9: (12.8, lift 14.8)
    PC8 > -0.2921472
    PC9 <= -0.3333247
    PC12 <= 0.571898
    PC18 > 3.388122
    PC30 <= 4.336929
    ->  class 0\|0  [0.926]

Rule 13/10: (516.3/39.8, lift 14.7)
    PC1 > -0.6871373
    PC5 > -0.4945746
    PC9 > -0.3333247
    PC17 > -0.07987422
    PC18 > 2.258572
    PC22 > -0.2842599
    PC25 > -0.4215362
    PC54 <= 1.124524
    PC55 > -0.4932779
    PC56 <= 1.207356
    ->  class 0\|0  [0.921]

Rule 13/11: (167.7/15.4, lift 14.4)
    PC2 > 2.301497
    PC9 > -0.3333247
    PC18 > 2.258572
    PC30 <= -1.663647
    ->  class 0\|0  [0.904]

Rule 13/12: (21.3/1.3, lift 14.4)
    PC2 > 2.301497
    PC9 > -0.3333247
    PC18 > 2.258572
    PC22 > -0.3628663
    PC45 <= -0.8488144
    PC55 > -0.1878678
    PC56 <= 1.207356
    PC64 > -0.2568761
    ->  class 0\|0  [0.903]

Rule 13/13: (61/5.5, lift 14.3)
    PC18 > 2.258572
    PC22 > -0.3628663
    PC29 <= -2.469304
    ->  class 0\|0  [0.897]

Rule 13/14: (6.7, lift 13.9)
    PC2 > 2.301497
    PC3 <= 1.640775
    PC9 > -0.3333247
    PC18 > -0.4677226
    PC56 <= 1.207356
    PC68 > 1.286729
    ->  class 0\|0  [0.874]

Rule 13/15: (6.1, lift 13.9)
    PC3 <= 1.640775
    PC9 > -0.3333247
    PC18 > -0.4677226
    PC22 <= -0.3628663
    PC25 <= -1.050508
    ->  class 0\|0  [0.872]

Rule 13/16: (351.3/61.8, lift 13.1)
    PC8 > -0.04215986
    PC9 > -0.3333247
    PC18 > 1.099115
    PC22 > -0.3628663
    PC26 <= 1.415106
    PC31 <= 0.1204186
    PC88 > 0.3821523
    ->  class 0\|0  [0.822]

Rule 13/17: (213.2/50.9, lift 12.1)
    PC8 > -0.2921472
    PC18 > 3.388122
    PC48 > 0.3916654
    ->  class 0\|0  [0.759]

Rule 13/18: (168.2/0.9, lift 13.8)
    PC1 <= -0.6871373
    PC9 > -0.3333247
    PC18 > 2.258572
    PC22 > -0.3628663
    PC29 > -2.469304
    PC30 > -1.663647
    PC45 > -0.8488144
    PC54 > -0.7889446
    PC55 > -0.1878678
    PC64 > -0.2568761
    PC68 <= 1.286729
    ->  class 0\|1  [0.989]

Rule 13/19: (134.8/0.8, lift 13.7)
    PC2 > 2.301497
    PC3 <= 1.640775
    PC9 > -0.3333247
    PC18 > 0.4257587
    PC22 <= -0.3628663
    PC25 > -1.050508
    PC42 <= 1.231999
    PC78 <= 0.5689636
    PC80 > -0.1949265
    ->  class 0\|1  [0.987]

Rule 13/20: (120.9/1.4, lift 13.6)
    PC3 <= 1.640775
    PC4 > 2.235021
    PC5 <= 1.287166
    PC15 > -0.1307071
    PC18 > -1.127962
    PC18 <= -0.4677226
    PC28 <= -0.05609887
    ->  class 0\|1  [0.981]

Rule 13/21: (16, lift 13.1)
    PC2 > 2.301497
    PC3 <= 1.640775
    PC6 <= 0.1730203
    PC18 > -0.4677226
    PC18 <= 2.258572
    PC22 > -0.3628663
    PC29 > -0.103612
    PC31 > 0.1204186
    PC36 <= 0.04279083
    PC74 > 0.1962164
    ->  class 0\|1  [0.945]

Rule 13/22: (14, lift 13.0)
    PC1 <= -0.6871373
    PC2 > 2.301497
    PC9 > -0.3333247
    PC18 > -0.4677226
    PC22 > -0.3628663
    PC39 <= -0.8634975
    PC64 <= -0.2568761
    ->  class 0\|1  [0.937]

Rule 13/23: (24.9/1, lift 12.8)
    PC1 <= -0.6871373
    PC18 > 2.258572
    PC22 > -0.3628663
    PC47 > 0.801438
    PC56 <= 1.207356
    PC64 <= -0.2568761
    ->  class 0\|1  [0.924]

Rule 13/24: (103.4/8.8, lift 12.6)
    PC2 > 2.301497
    PC3 <= 1.640775
    PC7 <= -0.7696513
    PC18 > -2.430627
    PC18 <= -0.4677226
    PC59 > 0.3098417
    ->  class 0\|1  [0.907]

Rule 13/25: (6.4, lift 12.3)
    PC18 > 2.258572
    PC53 > -1.052881
    PC53 <= -1.050557
    ->  class 0\|1  [0.881]

Rule 13/26: (11.7/1, lift 11.8)
    PC18 > 2.258572
    PC22 > -0.2842599
    PC53 > -1.052881
    PC55 > -0.4932779
    PC75 <= 0.2771872
    PC94 > 0.7149187
    ->  class 0\|1  [0.851]

Rule 13/27: (29.1/4.7, lift 11.3)
    PC1 > -0.6871373
    PC2 > 2.301497
    PC3 <= 1.640775
    PC9 > -0.3333247
    PC14 <= -0.3755859
    PC18 > -0.4677226
    PC22 > -0.3628663
    PC80 > -0.1646361
    ->  class 0\|1  [0.816]

Rule 13/28: (23.6/4.3, lift 11.0)
    PC1 > -0.6871373
    PC5 <= -0.4945746
    PC13 > -1.981838
    PC18 > 2.258572
    PC53 > -1.052881
    PC80 > -0.1646361
    ->  class 0\|1  [0.793]

Rule 13/29: (24/6.6, lift 9.8)
    PC1 > -0.6871373
    PC17 <= -0.07987422
    PC18 > 2.258572
    ->  class 0\|1  [0.707]

Rule 13/30: (3212.2/1965.5, lift 5.4)
    PC2 > 2.301497
    PC3 <= 1.640775
    PC18 > -0.4677226
    ->  class 0\|1  [0.388]

Rule 13/31: (207.9, lift 10.3)
    PC1 <= -0.7080471
    PC2 > 2.301497
    PC7 > -0.5701586
    PC9 <= -0.3333247
    PC16 <= 0.7990372
    PC18 > -0.4677226
    PC18 <= 3.388122
    PC20 > -4.900248
    PC30 <= 4.336929
    PC47 <= 4.410915
    PC80 > -4.368934
    PC89 <= 2.571087
    PC92 > -6.173739
    ->  class 0\|2  [0.995]

Rule 13/32: (93.6, lift 10.3)
    PC2 > 2.301497
    PC3 <= 1.640775
    PC18 <= -0.4677226
    PC27 <= 2.069927
    PC40 > -2.798079
    PC44 <= 1.235107
    PC48 <= -0.4308371
    PC52 <= 3.224711
    PC66 > -1.946123
    PC75 <= 0.4688498
    PC79 <= 1.491928
    PC89 > -0.8360177
    PC92 <= 1.109536
    PC94 > -0.7348022
    PC98 > -1.70811
    ->  class 0\|2  [0.990]

Rule 13/33: (99.5, lift 10.3)
    PC4 > 2.235021
    PC5 > 1.287166
    PC18 > -1.127962
    PC18 <= -0.4677226
    PC20 > -3.067778
    PC47 <= 2.495162
    ->  class 0\|2  [0.990]

Rule 13/34: (85.6, lift 10.3)
    PC3 <= 1.640775
    PC7 <= -0.7696513
    PC18 <= -2.430627
    PC22 <= 1.696119
    PC33 > -1.425962
    PC87 > -1.677675
    ->  class 0\|2  [0.989]

Rule 13/35: (79.9, lift 10.2)
    PC18 <= -1.127962
    PC22 > -0.06441885
    PC30 <= 2.57314
    PC38 <= 1.203023
    PC45 > -2.828797
    PC58 > -4.939949
    PC66 > -1.946123
    PC85 <= 1.524293
    PC89 > -0.8360177
    PC92 > 1.109536
    PC94 > -0.7348022
    ->  class 0\|2  [0.987]

Rule 13/36: (56, lift 10.2)
    PC4 <= -6.891243
    PC18 > -1.127962
    PC18 <= -0.4677226
    PC94 <= 0.6472571
    ->  class 0\|2  [0.983]

Rule 13/37: (68.5/0.4, lift 10.2)
    PC4 > 9.305666
    PC18 <= -0.4677226
    PC78 <= 2.983765
    ->  class 0\|2  [0.981]

Rule 13/38: (48, lift 10.2)
    PC3 <= 1.640775
    PC18 <= -0.4677226
    PC30 <= 2.57314
    PC33 > -2.205411
    PC38 <= 1.833806
    PC44 <= 0.77464
    PC45 > -2.828797
    PC65 <= -1.021583
    PC67 <= 0.1277756
    PC73 <= 2.287993
    PC78 <= 2.983765
    PC89 > -0.8360177
    PC94 > -0.7348022
    ->  class 0\|2  [0.980]

Rule 13/39: (40.5, lift 10.1)
    PC2 > 2.301497
    PC3 <= 1.640775
    PC7 > -0.7696513
    PC16 <= 0.3112414
    PC18 <= -0.4677226
    PC30 <= 1.501975
    PC31 <= 0.1944048
    PC38 <= 1.273247
    PC45 <= 1.340546
    PC48 > -0.4308371
    PC52 <= 0.8786797
    PC63 <= 0.9567306
    PC75 <= 0.4688498
    PC85 <= 1.524293
    PC86 > -2.055228
    PC98 > -1.70811
    ->  class 0\|2  [0.976]

Rule 13/40: (39.7, lift 10.1)
    PC7 > -0.7696513
    PC18 <= -0.4677226
    PC31 <= 0.1944048
    PC33 > -2.205411
    PC38 <= 1.273247
    PC44 <= 1.235107
    PC52 <= 0.8786797
    PC63 > 0.9567306
    PC89 > -0.8360177
    PC90 <= 0.3040766
    PC92 <= 1.109536
    PC94 > -0.7348022
    ->  class 0\|2  [0.976]

Rule 13/41: (37.4, lift 10.1)
    PC2 > 2.301497
    PC3 <= 1.640775
    PC18 <= -0.4677226
    PC27 <= 2.069927
    PC33 <= 3.416565
    PC40 > -2.798079
    PC41 <= 0.2305172
    PC46 <= -0.4734391
    PC69 > -3.938603
    PC86 > -2.055228
    PC98 > -1.70811
    ->  class 0\|2  [0.975]

Rule 13/42: (38, lift 10.1)
    PC4 > -7.746524
    PC7 > -0.7696513
    PC27 <= 2.069927
    PC30 <= 1.501975
    PC32 <= 0.9928104
    PC33 <= 3.416565
    PC35 <= 0.5645989
    PC36 <= -2.067703
    PC46 > -0.4734391
    PC48 > -0.4308371
    PC63 <= 1.252008
    PC67 <= 0.2065691
    PC75 <= 0.4688498
    PC94 > -0.7348022
    ->  class 0\|2  [0.975]

Rule 13/43: (85.2/1.5, lift 10.1)
    PC2 > 2.301497
    PC18 <= -1.127962
    PC27 <= 2.069927
    PC31 <= 0.1944048
    PC32 <= 0.9928104
    PC33 > -2.205411
    PC38 <= 1.833806
    PC40 > -2.798079
    PC41 <= 0.2305172
    PC52 <= 3.224711
    PC62 > 0.5901068
    PC63 <= 1.252008
    PC67 <= 0.2472129
    PC73 <= 2.287993
    PC92 <= 1.109536
    PC94 > -0.7348022
    ->  class 0\|2  [0.971]

Rule 13/44: (164.9/3.8, lift 10.1)
    PC2 > 2.301497
    PC3 <= 1.640775
    PC7 > -0.5701586
    PC9 <= -0.3333247
    PC16 <= 0.7990372
    PC18 > -0.4677226
    PC18 <= 3.388122
    PC22 > -0.5599737
    PC30 <= 4.336929
    PC47 <= 4.410915
    PC92 > -6.173739
    PC97 > -7.186064
    ->  class 0\|2  [0.971]

Rule 13/45: (31.3, lift 10.1)
    PC2 > 2.301497
    PC3 <= 1.640775
    PC18 <= -0.4677226
    PC31 <= 0.1944048
    PC33 > -2.205411
    PC40 > -2.798079
    PC45 <= 1.340546
    PC67 <= 0.1277756
    PC72 <= -0.3629288
    PC73 <= 2.287993
    PC74 <= 0.3438647
    PC92 <= 1.109536
    PC99 > -0.7341042
    ->  class 0\|2  [0.970]

Rule 13/46: (46.4/0.6, lift 10.0)
    PC18 <= -1.127962
    PC27 <= 2.069927
    PC30 > 1.501975
    PC32 <= 2.272622
    PC40 > -2.798079
    PC41 <= 0.2305172
    PC58 > -4.939949
    PC78 <= 2.983765
    PC89 > -0.8360177
    ->  class 0\|2  [0.966]

Rule 13/47: (26.2, lift 10.0)
    PC18 <= -1.127962
    PC33 <= 3.416565
    PC52 <= 3.224711
    PC53 <= 4.178158
    PC58 > -4.939949
    PC58 <= -3.85193
    PC73 <= 2.287993
    PC89 <= 1.727765
    ->  class 0\|2  [0.965]

Rule 13/48: (24.7, lift 10.0)
    PC3 <= 1.640775
    PC4 > 2.235021
    PC15 <= -0.1307071
    PC18 > -1.127962
    PC18 <= -0.4677226
    PC20 > -3.067778
    ->  class 0\|2  [0.963]

Rule 13/49: (79/2, lift 10.0)
    PC2 > 2.301497
    PC3 <= 1.640775
    PC9 > -0.3333247
    PC18 > -0.4677226
    PC22 <= -0.3628663
    PC42 > 1.231999
    PC80 > -0.1949265
    ->  class 0\|2  [0.963]

Rule 13/50: (73.2/1.8, lift 10.0)
    PC3 <= 1.640775
    PC18 <= -1.127962
    PC27 <= 2.069927
    PC31 <= 0.1944048
    PC36 <= 0.1597645
    PC38 <= 1.273247
    PC39 <= 0.09228898
    PC41 <= 0.2145028
    PC43 <= -0.238597
    PC44 <= 0.77464
    PC67 <= 0.1277756
    PC78 <= 2.983765
    PC79 <= 1.491928
    PC96 > -0.3101815
    PC98 > -1.70811
    ->  class 0\|2  [0.962]

Rule 13/51: (45.1/0.8, lift 10.0)
    PC18 <= -1.127962
    PC27 <= 2.069927
    PC30 <= 2.57314
    PC32 > 0.9928104
    PC41 <= 0.2305172
    PC44 <= 1.235107
    PC53 <= 4.178158
    PC63 <= 1.252008
    PC71 > -0.8546801
    PC73 <= 2.287993
    PC94 > -0.7348022
    PC98 > -1.70811
    ->  class 0\|2  [0.961]

Rule 13/52: (51.3/1.5, lift 9.9)
    PC2 > 2.301497
    PC3 <= 1.640775
    PC4 > -7.746524
    PC7 > -0.7696513
    PC18 <= -0.4677226
    PC27 <= 2.069927
    PC38 <= 1.833806
    PC41 <= 0.2305172
    PC46 <= -0.3204695
    PC52 <= 3.224711
    PC67 <= 0.1277756
    PC74 <= 0.3438647
    PC89 > -0.8360177
    PC89 <= 1.727765
    PC92 <= 1.109536
    PC94 > -0.7348022
    ->  class 0\|2  [0.953]

Rule 13/53: (81.1/2.9, lift 9.9)
    PC2 > 2.301497
    PC3 <= 1.640775
    PC7 > -0.5701586
    PC9 <= -0.3333247
    PC16 <= -0.6272184
    PC18 > -0.4677226
    PC18 <= 3.388122
    PC20 > -4.900248
    PC47 <= 4.410915
    PC97 > -7.186064
    ->  class 0\|2  [0.953]

Rule 13/54: (24.2/0.2, lift 9.9)
    PC2 > 2.301497
    PC3 <= 1.640775
    PC9 > -0.3333247
    PC18 > -0.4677226
    PC22 <= -0.3628663
    PC78 > 0.5689636
    PC80 > -0.1949265
    ->  class 0\|2  [0.953]

Rule 13/55: (18.4, lift 9.9)
    PC4 > 2.235021
    PC5 <= 1.287166
    PC7 > -0.7696513
    PC18 > -1.127962
    PC18 <= -0.4677226
    PC28 > -0.05609887
    ->  class 0\|2  [0.951]

Rule 13/56: (16.8, lift 9.8)
    PC2 > 2.301497
    PC18 > -0.4677226
    PC18 <= 0.4257587
    PC22 <= -0.3628663
    PC24 > 0.4889715
    PC62 > 0.2334604
    PC91 <= 0.2036857
    ->  class 0\|2  [0.947]

Rule 13/57: (16.7, lift 9.8)
    PC2 > 2.301497
    PC4 <= 2.235021
    PC7 > -0.7696513
    PC7 <= -0.7504405
    PC18 <= -0.4677226
    ->  class 0\|2  [0.946]

Rule 13/58: (16.1, lift 9.8)
    PC2 > 2.301497
    PC3 <= 1.640775
    PC18 <= -1.127962
    PC38 <= 1.833806
    PC44 <= 1.235107
    PC52 <= 3.224711
    PC66 > -1.946123
    PC71 > -0.8546801
    PC73 <= 2.287993
    PC78 <= 2.983765
    PC86 <= -2.055228
    ->  class 0\|2  [0.945]

Rule 13/59: (22.5/0.4, lift 9.8)
    PC2 > 2.301497
    PC18 <= -0.4677226
    PC38 > 1.261194
    PC38 <= 1.273247
    ->  class 0\|2  [0.942]

Rule 13/60: (98.4/4.9, lift 9.8)
    PC2 > 2.301497
    PC3 <= 1.640775
    PC18 > -3.58695
    PC18 <= -1.127962
    PC30 <= 2.57314
    PC35 > 0.5645989
    PC58 > -4.939949
    PC73 <= 2.287993
    PC89 <= 1.727765
    ->  class 0\|2  [0.941]

Rule 13/61: (43.1/1.7, lift 9.8)
    PC8 <= -0.2921472
    PC9 <= -0.3333247
    PC18 > 3.388122
    PC30 <= 4.336929
    ->  class 0\|2  [0.941]

Rule 13/62: (23.7/0.5, lift 9.8)
    PC7 > -0.7696513
    PC18 <= -0.4677226
    PC38 <= 1.833806
    PC58 > -4.939949
    PC66 <= -4.615861
    PC73 <= 2.287993
    ->  class 0\|2  [0.940]

Rule 13/63: (14.9, lift 9.7)
    PC2 > 2.301497
    PC3 <= 1.640775
    PC4 <= 2.235021
    PC7 > -0.7696513
    PC18 > -1.127962
    PC18 <= -0.4677226
    PC94 > 0.6472571
    ->  class 0\|2  [0.939]

Rule 13/64: (31.6/1.1, lift 9.7)
    PC2 > 2.301497
    PC9 > -0.3333247
    PC18 > -0.4677226
    PC18 <= 0.4257587
    PC22 <= -0.3628663
    PC24 > 0.4889715
    PC42 <= 1.231999
    PC62 <= 0.2334604
    PC80 > -0.1949265
    ->  class 0\|2  [0.939]

Rule 13/65: (73.5/3.7, lift 9.7)
    PC18 <= -0.4677226
    PC41 <= 0.2305172
    PC45 > -2.828797
    PC52 <= 3.224711
    PC53 > -0.7295299
    PC53 <= 4.178158
    PC79 > 1.491928
    PC85 <= 1.524293
    PC89 > -0.8360177
    PC89 <= 1.727765
    ->  class 0\|2  [0.938]

Rule 13/66: (57.8/2.8, lift 9.7)
    PC2 > 2.301497
    PC18 <= -1.127962
    PC27 <= 2.069927
    PC31 <= 0.1944048
    PC33 > -2.205411
    PC38 <= 1.273247
    PC40 > -2.798079
    PC52 <= 3.224711
    PC74 <= 0.3438647
    PC75 <= 0.4688498
    PC89 > -0.8360177
    PC92 <= 1.109536
    PC94 > -0.7348022
    PC99 <= -0.7341042
    ->  class 0\|2  [0.937]

Rule 13/67: (14.4, lift 9.7)
    PC18 <= -0.4677226
    PC33 <= 3.416565
    PC38 > 1.203023
    PC38 <= 1.273247
    PC41 <= 0.2305172
    PC78 <= 2.983765
    PC94 > -0.7348022
    PC95 <= 0.3968484
    ->  class 0\|2  [0.937]

Rule 13/68: (48.1/2.2, lift 9.7)
    PC2 > 2.301497
    PC3 <= 1.640775
    PC7 > -0.7696513
    PC9 <= 0.6749936
    PC18 <= -0.4677226
    PC30 <= 2.57314
    PC33 <= 3.416565
    PC38 <= 1.833806
    PC44 <= 1.235107
    PC52 <= 3.224711
    PC53 <= 4.178158
    PC71 <= -0.8546801
    PC73 <= 2.287993
    PC89 <= 1.727765
    PC98 > -1.70811
    ->  class 0\|2  [0.936]

Rule 13/69: (24.1/0.7, lift 9.7)
    PC7 > -0.7696513
    PC18 <= -1.127962
    PC30 > 2.57314
    PC78 <= 2.983765
    ->  class 0\|2  [0.936]

Rule 13/70: (13.4, lift 9.7)
    PC3 <= 1.640775
    PC18 <= -0.4677226
    PC32 <= 0.9928104
    PC38 <= 1.273247
    PC44 <= 0.77464
    PC45 > 1.340546
    PC73 <= 2.287993
    PC79 <= 1.491928
    PC89 > -0.8360177
    PC94 > -0.7348022
    ->  class 0\|2  [0.935]

Rule 13/71: (80.3/5.1, lift 9.6)
    PC13 <= 1.454535
    PC18 <= -1.127962
    PC33 > 3.416565
    PC44 <= 1.235107
    PC73 <= 2.287993
    PC98 > -1.70811
    ->  class 0\|2  [0.926]

Rule 13/72: (41.2/2.5, lift 9.5)
    PC2 > 2.301497
    PC3 <= 1.640775
    PC18 <= -0.4677226
    PC27 <= 2.069927
    PC38 <= 1.273247
    PC44 <= 1.235107
    PC63 <= 1.252008
    PC67 <= 0.1277756
    PC74 > 0.3438647
    PC75 <= 0.4688498
    PC78 <= 2.983765
    PC79 <= 1.491928
    PC86 > -2.055228
    PC89 > -0.8360177
    PC89 <= 1.727765
    PC94 > -0.7348022
    ->  class 0\|2  [0.919]

Rule 13/73: (55.9/3.7, lift 9.5)
    PC2 > 2.301497
    PC3 <= 1.640775
    PC18 <= -1.127962
    PC27 <= 2.069927
    PC38 <= 1.833806
    PC41 <= 0.2305172
    PC44 > 0.77464
    PC53 <= 4.178158
    PC73 <= 2.287993
    PC85 <= 1.524293
    PC89 > -0.8360177
    PC94 > -0.7348022
    ->  class 0\|2  [0.918]

Rule 13/74: (70.8/5.2, lift 9.5)
    PC2 > 2.301497
    PC7 > -0.7696513
    PC18 <= -1.127962
    PC27 <= 2.069927
    PC32 > -1.722358
    PC38 <= 1.833806
    PC63 > 1.252008
    PC66 > -1.946123
    PC73 <= 2.287993
    PC78 <= 2.983765
    PC89 > -0.8360177
    PC94 > -0.7348022
    ->  class 0\|2  [0.915]

Rule 13/75: (19/0.9, lift 9.5)
    PC2 > 2.301497
    PC3 <= 1.640775
    PC7 <= -0.7696513
    PC18 > -2.430627
    PC18 <= -0.4677226
    PC59 <= 0.3098417
    ->  class 0\|2  [0.911]

Rule 13/76: (140.4/11.9, lift 9.4)
    PC4 <= -7.746524
    PC7 > -0.7696513
    PC18 <= -0.4677226
    ->  class 0\|2  [0.910]

Rule 13/77: (48.1/3.9, lift 9.4)
    PC2 > 2.301497
    PC3 <= 1.640775
    PC18 <= -0.4677226
    PC30 <= 2.57314
    PC32 > 2.272622
    PC53 <= 4.178158
    PC73 <= 2.287993
    ->  class 0\|2  [0.902]

Rule 13/78: (18/1, lift 9.3)
    PC3 <= 1.640775
    PC18 <= -1.127962
    PC69 <= -3.938603
    PC73 <= 2.287993
    PC78 <= 2.983765
    PC89 <= 1.727765
    ->  class 0\|2  [0.897]

Rule 13/79: (90.7/8.9, lift 9.3)
    PC2 > 2.301497
    PC5 > -0.496292
    PC12 <= -0.04434635
    PC14 > -0.4220484
    PC16 > 0.3112414
    PC23 <= 0.5714298
    PC31 <= 0.1944048
    PC35 <= 0.5645989
    PC38 > -0.3915637
    PC52 <= 0.8786797
    PC66 > -0.2769953
    PC67 <= 0.1277756
    PC73 <= 2.287993
    PC75 <= 0.4688498
    PC90 <= 0.07434895
    PC93 > -0.3301208
    ->  class 0\|2  [0.894]

Rule 13/80: (13.2/0.6, lift 9.3)
    PC2 > 2.301497
    PC3 <= 1.640775
    PC9 > -0.3333247
    PC18 > -0.4677226
    PC18 <= 2.258572
    PC22 > -0.3628663
    PC51 > 0.7825892
    PC66 > -3.303624
    ->  class 0\|2  [0.893]

Rule 13/81: (32.4/2.9, lift 9.2)
    PC2 > 2.301497
    PC3 <= 1.640775
    PC5 <= -0.496292
    PC7 > -0.7696513
    PC18 <= -0.4677226
    PC33 > -2.205411
    PC75 <= 0.4688498
    ->  class 0\|2  [0.887]

Rule 13/82: (32.7/3.2, lift 9.1)
    PC2 > 2.301497
    PC3 <= 1.640775
    PC7 <= -0.5701586
    PC9 <= -0.3333247
    PC18 > -0.4677226
    PC18 <= 3.388122
    PC42 > -0.5131627
    ->  class 0\|2  [0.879]

Rule 13/83: (91.4/11.1, lift 9.0)
    PC2 > 2.301497
    PC3 <= 1.640775
    PC4 > -7.746524
    PC18 <= -0.4677226
    PC27 <= 2.069927
    PC33 > -2.205411
    PC38 <= 1.273247
    PC43 > -0.238597
    PC67 <= 0.1277756
    PC73 <= 2.287993
    PC75 <= 0.4688498
    PC85 <= 1.524293
    PC90 > 0.3040766
    PC92 <= 1.109536
    PC99 > -0.7341042
    ->  class 0\|2  [0.870]

Rule 13/84: (5.9, lift 9.0)
    PC2 > 2.301497
    PC3 <= 1.640775
    PC9 > -0.3333247
    PC18 > -0.4677226
    PC22 > -0.3628663
    PC26 > 1.415106
    ->  class 0\|2  [0.865]

Rule 13/85: (42.5/13.5, lift 7.0)
    PC2 > 2.301497
    PC3 <= 1.640775
    PC6 <= 0.1730203
    PC9 > -0.3333247
    PC18 > -0.4677226
    PC18 <= 2.258572
    PC22 > -0.3628663
    PC31 > 0.1204186
    PC77 <= -0.01854217
    ->  class 0\|2  [0.675]

Rule 13/86: (88.6, lift 12.2)
    PC2 > 2.301497
    PC3 <= 1.640775
    PC18 <= -1.127962
    PC31 > 0.1944048
    PC36 > -2.067703
    PC38 <= 1.203023
    PC46 > -0.3204695
    PC63 <= 1.252008
    ->  class 0\|3  [0.989]

Rule 13/87: (40.3, lift 12.0)
    PC2 > 2.301497
    PC3 <= 1.640775
    PC18 > -0.4677226
    PC47 > 4.410915
    ->  class 0\|3  [0.976]

Rule 13/88: (89/1.5, lift 12.0)
    PC9 <= -0.3333247
    PC18 <= 3.388122
    PC20 <= -4.900248
    ->  class 0\|3  [0.973]

Rule 13/89: (53.9/0.6, lift 12.0)
    PC1 > -0.7080471
    PC2 > 2.301497
    PC3 <= 1.640775
    PC9 <= -0.3333247
    PC16 > -0.6272184
    PC18 > -0.4677226
    PC18 <= 3.388122
    PC22 <= -0.5599737
    ->  class 0\|3  [0.971]

Rule 13/90: (27.7, lift 11.9)
    PC2 > 2.301497
    PC80 <= -4.368934
    ->  class 0\|3  [0.966]

Rule 13/91: (22.2/0.2, lift 11.7)
    PC2 > 2.301497
    PC3 <= 1.640775
    PC9 <= -0.3333247
    PC18 > -0.4677226
    PC18 <= 3.388122
    PC89 > 2.571087
    PC97 > -7.186064
    ->  class 0\|3  [0.949]

Rule 13/92: (15.4, lift 11.6)
    PC2 > 2.301497
    PC3 <= 1.640775
    PC9 <= -0.3333247
    PC11 > 0.217529
    PC18 <= 3.388122
    ->  class 0\|3  [0.943]

Rule 13/93: (24.2/0.6, lift 11.6)
    PC2 > 2.301497
    PC3 <= 1.640775
    PC17 <= -3.462449
    PC18 > -0.4677226
    ->  class 0\|3  [0.939]

Rule 13/94: (37.8/4.9, lift 10.5)
    PC2 > 2.301497
    PC18 > -0.4677226
    PC92 <= -6.173739
    ->  class 0\|3  [0.853]

Rule 13/95: (2959.8/1536.7, lift 5.9)
    PC2 > 2.301497
    PC3 <= 1.640775
    PC18 <= -0.4677226
    ->  class 0\|3  [0.481]

Rule 13/96: (298.7, lift 21.6)
    PC1 > -0.430681
    PC2 <= 2.301497
    PC6 <= 5.368485
    PC7 > -0.2138148
    PC15 <= -3.180526
    ->  class 1\|0  [0.997]

Rule 13/97: (170.3, lift 21.6)
    PC1 > -0.1814509
    PC1 <= 0.5901639
    PC2 <= 2.301497
    PC3 > -0.01873469
    PC10 <= -0.1625412
    PC16 <= 0.3594292
    PC48 > -0.3174588
    PC90 <= 0.05869882
    ->  class 1\|0  [0.994]

Rule 13/98: (143.1, lift 21.5)
    PC1 > -0.430681
    PC2 <= 2.301497
    PC5 > -5.448175
    PC7 > -0.2138148
    PC8 > 0.515727
    PC15 <= -3.180526
    ->  class 1\|0  [0.993]

Rule 13/99: (68.8, lift 21.4)
    PC2 <= 2.301497
    PC12 <= 2.329497
    PC15 > -3.180526
    PC16 <= -0.4494286
    PC34 <= -0.999545
    PC85 <= -0.5308642
    ->  class 1\|0  [0.986]

Rule 13/100: (47, lift 21.2)
    PC3 > 1.640775
    PC16 <= 0.5655206
    PC24 > -0.4582809
    PC46 > 0.9321272
    PC47 > -0.295758
    PC65 > -0.1389549
    PC96 <= 0.5339929
    ->  class 1\|0  [0.980]

Rule 13/101: (42.4, lift 21.2)
    PC3 > 1.640775
    PC8 > -3.593374
    PC16 <= -0.9381145
    PC24 > -0.4582809
    PC32 > 0.8635185
    PC44 <= 0.9751371
    PC77 <= 0.6529918
    PC95 <= -0.2300612
    ->  class 1\|0  [0.977]

Rule 13/102: (36.9, lift 21.1)
    PC2 > 2.301497
    PC3 > 1.640775
    PC16 <= -0.9381145
    PC24 > -0.4582809
    PC44 <= -0.284677
    PC46 <= 0.9321272
    PC65 > -0.1389549
    ->  class 1\|0  [0.974]

Rule 13/103: (104.5/2.2, lift 21.0)
    PC3 > 1.640775
    PC16 <= -0.9381145
    PC24 > -0.4582809
    PC47 > -0.295758
    PC65 > -0.1389549
    PC96 > 0.5339929
    ->  class 1\|0  [0.970]

Rule 13/104: (83.7/1.9, lift 20.9)
    PC1 > 8.711122
    PC3 <= -0.01873469
    PC12 <= 2.329497
    PC15 > -2.083978
    PC19 > -1.57295
    PC47 <= 0.6783342
    PC68 <= 1.231536
    PC85 > -1.335222
    PC98 <= 0.353467
    ->  class 1\|0  [0.966]

Rule 13/105: (26.5, lift 20.9)
    PC1 > -0.430681
    PC9 > -0.09102917
    PC12 > 2.329497
    PC15 > -3.180526
    PC51 <= -0.6210834
    ->  class 1\|0  [0.964]

Rule 13/106: (17, lift 20.5)
    PC1 > -0.430681
    PC6 <= -0.5779222
    PC9 > -0.09102917
    PC12 > 2.329497
    ->  class 1\|0  [0.947]

Rule 13/107: (133.7/8.6, lift 20.1)
    PC3 > 1.640775
    PC8 > -3.593374
    PC16 <= -0.9381145
    PC23 <= 1.478679
    PC44 <= 0.9751371
    PC47 > -0.295758
    PC48 <= -0.04621086
    PC49 > -0.6617391
    PC65 > -0.1389549
    PC77 <= 0.6529918
    PC95 <= -0.2300612
    ->  class 1\|0  [0.929]

Rule 13/108: (61.2/7.7, lift 18.7)
    PC1 > -0.430681
    PC12 > 2.329497
    PC93 > 0.4696502
    ->  class 1\|0  [0.862]

Rule 13/109: (15.2/1.9, lift 18.1)
    PC1 > -0.430681
    PC3 > -0.01873469
    PC16 <= -0.4494286
    PC34 <= -0.999545
    PC73 <= -0.7804745
    ->  class 1\|0  [0.833]

Rule 13/110: (4.5/0.7, lift 16.1)
    PC2 > 2.301497
    PC3 > 1.640775
    PC13 <= -0.5114675
    PC16 <= -0.9381145
    ->  class 1\|0  [0.743]

Rule 13/111: (99.3, lift 15.9)
    PC1 > -0.1814509
    PC1 <= 0.5901639
    PC2 <= 2.301497
    PC3 > -0.01873469
    PC10 > -0.1625412
    PC12 <= 2.329497
    PC16 <= 0.3594292
    PC19 > -1.423844
    ->  class 1\|1  [0.990]

Rule 13/112: (90.3/0.1, lift 15.9)
    PC2 <= 2.301497
    PC4 <= -2.395649
    PC46 > -0.2691619
    ->  class 1\|1  [0.988]

Rule 13/113: (65.1, lift 15.9)
    PC2 > 2.301497
    PC3 > 1.640775
    PC13 > -0.5114675
    PC16 <= -0.9381145
    PC65 <= -0.1389549
    ->  class 1\|1  [0.985]

Rule 13/114: (60.3, lift 15.9)
    PC1 > 12.33314
    PC16 <= 0.3594292
    PC18 > 0.1735489
    PC21 > -0.9027175
    ->  class 1\|1  [0.984]

Rule 13/115: (56.5, lift 15.8)
    PC2 > 2.301497
    PC3 > 1.640775
    PC16 <= -0.9381145
    PC47 <= -0.295758
    ->  class 1\|1  [0.983]

Rule 13/116: (113.6/1.2, lift 15.8)
    PC1 > -0.430681
    PC3 > -0.01873469
    PC12 <= 2.329497
    PC15 > -3.180526
    PC16 <= -0.4494286
    PC34 <= -0.999545
    PC73 > -0.7804745
    PC85 > -0.5308642
    ->  class 1\|1  [0.981]

Rule 13/117: (49.8, lift 15.8)
    PC1 > -0.1814509
    PC1 <= 0.5901639
    PC2 <= 2.301497
    PC3 > -0.01873469
    PC15 > -3.180526
    PC16 <= 0.3594292
    PC19 > -1.423844
    PC90 > 0.05869882
    ->  class 1\|1  [0.981]

Rule 13/118: (285.7/5, lift 15.8)
    PC1 > -0.430681
    PC4 > -0.7271218
    PC6 > -0.5779222
    PC12 > 2.329497
    PC13 <= -0.1439423
    PC15 > -3.180526
    PC51 > -0.6210834
    PC93 <= 0.4696502
    ->  class 1\|1  [0.979]

Rule 13/119: (34.9, lift 15.7)
    PC3 > 1.640775
    PC24 > -0.4582809
    PC44 > 0.9751371
    PC46 <= 0.9321272
    ->  class 1\|1  [0.973]

Rule 13/120: (31.3, lift 15.6)
    PC2 > 2.301497
    PC3 > 1.640775
    PC16 <= 0.5655206
    PC23 > 1.478679
    PC46 <= 0.9321272
    PC96 <= 0.5339929
    ->  class 1\|1  [0.970]

Rule 13/121: (79.3/1.7, lift 15.6)
    PC3 > 1.640775
    PC16 <= -0.9381145
    PC24 > -0.4582809
    PC32 <= 0.8635185
    PC48 > -0.04621086
    ->  class 1\|1  [0.967]

Rule 13/122: (27.4, lift 15.6)
    PC2 > 2.301497
    PC8 <= -3.593374
    PC16 <= -0.9381145
    PC77 <= 0.6529918
    ->  class 1\|1  [0.966]

Rule 13/123: (60.5/1.2, lift 15.5)
    PC3 > 1.640775
    PC16 <= -0.9381145
    PC24 > -0.4582809
    PC44 > -0.284677
    PC46 <= 0.9321272
    PC95 > -0.2300612
    PC96 <= 0.5339929
    ->  class 1\|1  [0.965]

Rule 13/124: (76.1/2.1, lift 15.5)
    PC1 > 8.711122
    PC3 <= -0.01873469
    PC19 > -1.57295
    PC98 > 0.353467
    ->  class 1\|1  [0.960]

Rule 13/125: (19.6, lift 15.4)
    PC1 > 8.711122
    PC3 <= -0.01873469
    PC15 > -3.180526
    PC19 > -1.57295
    PC68 > 1.231536
    ->  class 1\|1  [0.954]

Rule 13/126: (139.1/5.9, lift 15.3)
    PC2 > 2.301497
    PC3 > 1.640775
    PC16 > -0.9381145
    PC16 <= 0.5655206
    PC36 <= 0.4326895
    PC53 > -0.2139739
    PC60 <= 1.253552
    PC63 > -1.43105
    PC65 > -0.6740059
    PC83 > -0.5257682
    ->  class 1\|1  [0.951]

Rule 13/127: (24.9/0.6, lift 15.1)
    PC6 > 5.368485
    PC8 <= 0.515727
    PC15 <= -3.180526
    ->  class 1\|1  [0.939]

Rule 13/128: (41.1/1.9, lift 15.0)
    PC2 > 2.301497
    PC3 > 1.640775
    PC16 <= -0.9381145
    PC24 <= -0.4582809
    ->  class 1\|1  [0.932]

Rule 13/129: (13.2, lift 15.0)
    PC3 > 1.640775
    PC16 <= 0.5655206
    PC44 > -0.284677
    PC49 <= -0.6617391
    PC60 <= 1.253552
    PC65 > -0.1389549
    PC96 <= 0.5339929
    ->  class 1\|1  [0.932]

Rule 13/130: (50.1/3, lift 14.9)
    PC1 > 0.5901639
    PC3 > -0.01873469
    PC12 > 1.492632
    PC15 > -3.180526
    PC16 <= 0.3594292
    PC21 > -0.9027175
    PC34 > -0.999545
    PC76 > -0.2804642
    ->  class 1\|1  [0.924]

Rule 13/131: (87.1/7.1, lift 14.6)
    PC1 > 8.711122
    PC3 <= -0.01873469
    PC15 > -3.180526
    PC19 > -1.57295
    PC47 > 0.6783342
    ->  class 1\|1  [0.909]

Rule 13/132: (53.6/4.2, lift 14.6)
    PC1 > 0.5901639
    PC1 <= 12.33314
    PC2 <= 2.301497
    PC12 <= 2.329497
    PC15 > -3.180526
    PC16 <= 0.3594292
    PC21 > -0.9027175
    PC40 <= 0.2898995
    PC76 <= -0.2804642
    ->  class 1\|1  [0.907]

Rule 13/133: (8, lift 14.5)
    PC2 > 2.301497
    PC5 <= -6.08661
    PC16 > 0.5655206
    PC24 > -0.6533688
    ->  class 1\|1  [0.897]

Rule 13/134: (35.8/3.9, lift 14.0)
    PC2 > 2.301497
    PC3 > 1.640775
    PC16 <= 0.5655206
    PC60 <= 1.253552
    PC77 > 0.6529918
    PC95 <= -0.2300612
    ->  class 1\|1  [0.870]

Rule 13/135: (4.6, lift 13.7)
    PC1 <= -0.430681
    PC2 > -1.025067
    PC2 <= 2.301497
    PC8 > -0.6211014
    PC82 > 0.4797282
    ->  class 1\|1  [0.850]

Rule 13/136: (54/9.6, lift 13.1)
    PC5 <= -5.448175
    PC6 > 5.368485
    PC8 > 0.515727
    ->  class 1\|1  [0.811]

Rule 13/137: (51/11.6, lift 12.3)
    PC1 > 8.711122
    PC3 <= -0.01873469
    PC12 <= 2.329497
    PC19 <= -1.57295
    PC98 > 0.07560576
    ->  class 1\|1  [0.762]

Rule 13/138: (25.6/7.6, lift 11.1)
    PC1 > -0.430681
    PC1 <= -0.1814509
    PC2 <= 2.301497
    PC15 > -3.180526
    PC33 <= -0.1963791
    PC83 <= 0.2331265
    ->  class 1\|1  [0.690]

Rule 13/139: (51.2, lift 14.7)
    PC2 > 2.301497
    PC3 > 1.640775
    PC16 > 0.5655206
    PC100 > 0.5599315
    ->  class 1\|2  [0.981]

Rule 13/140: (32.5, lift 14.5)
    PC2 > 2.301497
    PC3 > 1.640775
    PC14 > -1.674332
    PC16 > 0.5655206
    PC18 <= 0.4213516
    PC68 > 1.251852
    ->  class 1\|2  [0.971]

Rule 13/141: (145.5/3.7, lift 14.5)
    PC3 > 9.238836
    PC16 > 0.5655206
    PC25 <= 0.5164674
    ->  class 1\|2  [0.968]

Rule 13/142: (81.4/1.8, lift 14.4)
    PC2 > 2.301497
    PC3 > 1.640775
    PC5 > -6.08661
    PC14 > -1.674332
    PC16 > 0.5655206
    PC24 > 0.6740754
    ->  class 1\|2  [0.967]

Rule 13/143: (22.9, lift 14.3)
    PC3 > 1.640775
    PC16 > -0.9381145
    PC16 <= 0.5655206
    PC36 <= 0.4326895
    PC53 > -0.2139739
    PC83 <= -0.5257682
    ->  class 1\|2  [0.960]

Rule 13/144: (23.8, lift 14.3)
    PC3 > 1.640775
    PC55 > 2.662013
    ->  class 1\|2  [0.959]

Rule 13/145: (17.2, lift 14.1)
    PC3 > 1.640775
    PC16 > 0.5655206
    PC74 <= -1.942143
    ->  class 1\|2  [0.946]

Rule 13/146: (12.8, lift 13.9)
    PC2 > 2.301497
    PC3 > 1.640775
    PC16 > -0.9381145
    PC16 <= 0.5655206
    PC63 <= -1.43105
    ->  class 1\|2  [0.932]

Rule 13/147: (81.6/4.9, lift 13.9)
    PC5 <= -6.08661
    PC16 > 0.5655206
    PC24 <= -0.6533688
    ->  class 1\|2  [0.929]

Rule 13/148: (24.3/1.2, lift 13.7)
    PC2 > 2.301497
    PC3 > 1.640775
    PC60 > 1.253552
    ->  class 1\|2  [0.915]

Rule 13/149: (7.7, lift 13.4)
    PC2 > 2.301497
    PC3 > 1.640775
    PC16 > -0.9381145
    PC16 <= 0.5655206
    PC36 > 0.4326895
    ->  class 1\|2  [0.897]

Rule 13/150: (52/7.9, lift 12.5)
    PC3 > 1.640775
    PC16 > 0.5655206
    PC18 > 0.4213516
    PC24 <= 0.6740754
    ->  class 1\|2  [0.835]

Rule 13/151: (21.5/3.5, lift 12.1)
    PC2 > 2.301497
    PC3 > 1.640775
    PC16 > -0.9381145
    PC16 <= 0.5655206
    PC53 <= -0.2139739
    ->  class 1\|2  [0.809]

Rule 13/152: (8.2/1, lift 12.0)
    PC3 > 1.640775
    PC16 > -0.9381145
    PC16 <= 0.5655206
    PC65 <= -0.6740059
    ->  class 1\|2  [0.800]

Rule 13/153: (4440.9/3397.9, lift 3.5)
    PC1 > -0.430681
    PC2 <= 2.301497
    ->  class 1\|2  [0.235]

Rule 13/154: (107.5, lift 16.3)
    PC1 > -0.430681
    PC2 <= 2.301497
    PC3 > -0.01873469
    PC14 > 0.6186817
    PC16 > 0.3594292
    PC61 <= 0.5721278
    PC77 > -0.05441514
    ->  class 1\|3  [0.991]

Rule 13/155: (95.7, lift 16.3)
    PC1 > 0.5901639
    PC1 <= 12.33314
    PC2 <= 2.301497
    PC3 > -0.01873469
    PC4 > -2.395649
    PC12 <= 1.492632
    PC15 > -3.180526
    PC16 <= 0.3594292
    PC21 > -0.9027175
    PC34 > -0.999545
    PC38 > -0.4168794
    PC50 > -0.7444187
    PC76 > -0.2804642
    ->  class 1\|3  [0.990]

Rule 13/156: (88.2, lift 16.3)
    PC1 > -0.430681
    PC3 > -0.01873469
    PC4 > -0.6578721
    PC15 > -3.180526
    PC16 > 0.3594292
    PC61 <= 0.5721278
    PC65 > 0.5067754
    PC77 > -0.05441514
    ->  class 1\|3  [0.989]

Rule 13/157: (90.4, lift 16.3)
    PC1 > -0.430681
    PC2 <= 2.301497
    PC3 > -0.01873469
    PC4 > -0.6578721
    PC16 > 0.3594292
    PC21 > 0.07822435
    PC77 > -0.05441514
    ->  class 1\|3  [0.989]

Rule 13/158: (99.2/0.4, lift 16.2)
    PC1 > -0.1814509
    PC1 <= 1.597798
    PC3 > -0.01873469
    PC16 > 0.3594292
    PC26 <= -0.5468806
    PC29 > -0.1682412
    PC87 <= -0.06504271
    ->  class 1\|3  [0.987]

Rule 13/159: (233.4/3.3, lift 16.1)
    PC2 > 2.301497
    PC3 > 1.640775
    PC3 <= 9.238836
    PC5 > -6.08661
    PC16 > 0.5655206
    PC18 <= 0.4213516
    PC24 <= 0.6740754
    PC55 <= 2.662013
    PC68 <= 1.251852
    PC74 > -1.942143
    PC100 <= 0.5599315
    ->  class 1\|3  [0.982]

Rule 13/160: (50.2, lift 16.1)
    PC1 > -0.430681
    PC2 <= 2.301497
    PC3 > -0.01873469
    PC7 <= 1.475861
    PC12 <= 2.329497
    PC16 > 0.3594292
    PC29 <= -0.1682412
    PC40 > -0.2150043
    PC77 > -0.05441514
    ->  class 1\|3  [0.980]

Rule 13/161: (39.6, lift 16.0)
    PC1 > -0.430681
    PC1 <= 1.597798
    PC2 <= 2.301497
    PC3 > -0.01873469
    PC7 <= 1.475861
    PC15 > -3.180526
    PC40 > -0.2150043
    PC77 > 0.5993857
    ->  class 1\|3  [0.976]

Rule 13/162: (28, lift 15.9)
    PC1 > -0.1814509
    PC3 > -0.01873469
    PC5 <= 0.3331884
    PC16 > 0.3594292
    PC26 <= -0.5468806
    PC61 <= 0.5721278
    ->  class 1\|3  [0.967]

Rule 13/163: (19.2, lift 15.7)
    PC1 > -0.430681
    PC1 <= 1.597798
    PC3 > -0.01873469
    PC16 > 0.3594292
    PC26 <= -0.5468806
    PC29 <= -0.02647548
    PC77 > -0.05441514
    ->  class 1\|3  [0.953]

Rule 13/164: (16.8, lift 15.6)
    PC1 > -0.430681
    PC1 <= 1.597798
    PC6 > 3.507348
    PC16 > 0.3594292
    PC26 <= -0.5468806
    PC77 > -0.05441514
    PC80 > -0.7841876
    ->  class 1\|3  [0.947]

Rule 13/165: (68.7/3.3, lift 15.4)
    PC1 > -0.1814509
    PC1 <= 1.597798
    PC3 > -0.01873469
    PC7 <= 1.475861
    PC40 > -0.2150043
    PC80 <= -0.7841876
    ->  class 1\|3  [0.939]

Rule 13/166: (13.7, lift 15.4)
    PC1 > -0.430681
    PC3 > -0.01873469
    PC77 <= -0.05441514
    PC80 <= -1.360059
    ->  class 1\|3  [0.936]

Rule 13/167: (9.2, lift 15.0)
    PC2 <= 2.301497
    PC4 > -0.6578721
    PC32 > 4.165376
    PC34 > -0.999545
    PC77 > -0.05441514
    ->  class 1\|3  [0.911]

Rule 13/168: (249.9/51.6, lift 13.0)
    PC1 > -0.430681
    PC3 > -0.01873469
    PC15 > -3.180526
    PC25 <= -0.6680482
    ->  class 1\|3  [0.791]

Rule 13/169: (930.7/460.7, lift 8.3)
    PC1 > -0.430681
    PC1 <= -0.1814509
    PC2 <= 2.301497
    PC9 > -1.841855
    PC33 > -0.1963791
    PC63 <= -0.07380179
    PC83 <= 0.2331265
    ->  class 1\|3  [0.505]

Rule 13/170: (255.3, lift 14.3)
    PC6 <= 3.12769
    PC8 > 1.706811
    PC11 > -0.5750982
    PC21 > 1.923691
    PC57 > -0.8298348
    PC66 > -0.8810961
    PC70 > -0.2010982
    PC98 > -0.6951116
    ->  class 2\|0  [0.996]

Rule 13/171: (444/2.8, lift 14.3)
    PC2 <= 2.301497
    PC6 <= 3.12769
    PC8 > 1.706811
    PC11 > -0.5750982
    PC16 <= 0.5845482
    PC21 > -0.2469342
    PC30 <= 0.1815493
    PC40 > -1.038171
    PC56 <= -0.04514427
    PC60 > -0.4210835
    ->  class 2\|0  [0.992]

Rule 13/172: (138.9/1.7, lift 14.1)
    PC6 <= 3.12769
    PC8 > 1.706811
    PC11 > -0.370402
    PC15 <= -1.392867
    PC21 > -0.2469342
    PC40 > -1.038171
    PC70 > -0.2010982
    PC96 <= 0.09577215
    ->  class 2\|0  [0.981]

Rule 13/173: (46.6, lift 14.1)
    PC1 > -0.1814509
    PC1 <= 8.711122
    PC8 > -0.3437947
    PC20 <= 0.2191638
    PC21 > 1.161228
    ->  class 2\|0  [0.979]

Rule 13/174: (443.4/10.1, lift 14.0)
    PC6 <= 3.12769
    PC7 > 1.167911
    PC8 > 1.706811
    PC11 > -0.370402
    PC16 <= 0.5845482
    PC21 > -0.2469342
    PC30 <= 0.4536837
    PC40 > -1.038171
    PC60 > -0.4210835
    PC70 > -0.2010982
    ->  class 2\|0  [0.975]

Rule 13/175: (146.1/3.1, lift 14.0)
    PC2 <= 2.301497
    PC6 <= 3.12769
    PC8 > 1.706811
    PC11 > -0.370402
    PC21 > -0.2469342
    PC52 <= -0.1422472
    PC66 > -0.8810961
    PC98 > -0.6951116
    ->  class 2\|0  [0.972]

Rule 13/176: (30.8, lift 14.0)
    PC1 <= -0.430681
    PC2 > -0.4384576
    PC8 > 1.706811
    ->  class 2\|0  [0.969]

Rule 13/177: (21.3, lift 13.8)
    PC1 > -0.1814509
    PC1 <= 8.711122
    PC3 <= -0.01873469
    PC8 > -0.3437947
    PC12 <= 2.329497
    PC20 <= 0.2191638
    PC60 > -0.6500985
    ->  class 2\|0  [0.957]

Rule 13/178: (30.6/1.5, lift 13.3)
    PC1 > -0.1814509
    PC9 <= -0.09102917
    PC12 > 2.329497
    PC15 > -3.180526
    ->  class 2\|0  [0.924]

Rule 13/179: (21.8/1.1, lift 13.1)
    PC1 <= -0.430681
    PC2 > -1.025067
    PC2 <= 2.301497
    PC8 > -0.6211014
    PC8 <= 1.706811
    PC34 <= -0.3792612
    ->  class 2\|0  [0.912]

Rule 13/180: (663.1/88.3, lift 12.5)
    PC2 <= 2.301497
    PC6 <= 3.12769
    PC8 > 1.706811
    PC11 > -0.370402
    PC16 <= 0.5845482
    PC21 > -0.2469342
    PC30 <= 0.4536837
    PC40 > -1.038171
    PC62 <= -0.1305349
    PC70 > -0.2010982
    ->  class 2\|0  [0.866]

Rule 13/181: (19.6/2.3, lift 12.2)
    PC1 <= -0.430681
    PC8 > 1.706811
    PC11 <= -0.5750982
    PC20 <= -0.1624147
    PC83 <= 1.043621
    ->  class 2\|0  [0.845]

Rule 13/182: (4.6, lift 12.1)
    PC1 > -0.430681
    PC1 <= 8.711122
    PC8 <= -0.3437947
    PC15 > -3.180526
    PC44 > 1.428001
    ->  class 2\|0  [0.843]

Rule 13/183: (163.4/67.2, lift 8.5)
    PC2 <= -1.025067
    PC8 > -0.6211014
    PC20 > -0.5546467
    PC22 > -0.88179
    PC44 > 0.6094521
    PC77 <= 2.858756
    PC83 <= -0.4795414
    PC93 <= 2.369334
    ->  class 2\|0  [0.588]

Rule 13/184: (140, lift 10.6)
    PC1 <= -0.430681
    PC3 > -2.010516
    PC5 > -0.007768751
    PC8 > 2.26669
    PC21 <= -0.2469342
    PC40 > -1.644845
    ->  class 2\|1  [0.993]

Rule 13/185: (238.2/0.9, lift 10.6)
    PC1 <= -0.430681
    PC8 > 1.706811
    PC11 > -0.5750982
    PC15 > -1.392867
    PC21 <= 1.923691
    PC40 > -1.038171
    PC52 > -0.1422472
    PC60 <= -0.4210835
    PC62 > -0.1305349
    ->  class 2\|1  [0.992]

Rule 13/186: (294.7/2.4, lift 10.6)
    PC1 <= -0.430681
    PC2 <= -0.4384576
    PC8 > 1.706811
    PC11 <= -0.5750982
    PC20 > -0.1624147
    PC21 > -0.2469342
    PC92 <= 0.4074606
    ->  class 2\|1  [0.988]

Rule 13/187: (81.7, lift 10.6)
    PC1 <= -0.430681
    PC2 <= 2.301497
    PC8 > -0.6211014
    PC8 <= 1.706811
    PC20 <= -0.5546467
    ->  class 2\|1  [0.988]

Rule 13/188: (66.6, lift 10.6)
    PC1 <= -0.430681
    PC6 > 3.12769
    PC8 > 1.706811
    ->  class 2\|1  [0.985]

Rule 13/189: (63, lift 10.5)
    PC1 <= -0.430681
    PC2 <= 2.301497
    PC4 <= -0.4027446
    PC8 > -0.6211014
    PC8 <= 1.706811
    PC22 > -0.88179
    PC69 <= 0.2370454
    ->  class 2\|1  [0.985]

Rule 13/190: (58.7, lift 10.5)
    PC1 <= -0.430681
    PC8 > 1.706811
    PC57 <= -0.8298348
    ->  class 2\|1  [0.984]

Rule 13/191: (175.9/1.9, lift 10.5)
    PC2 <= -1.025067
    PC3 > -0.8852677
    PC6 <= 1.404732
    PC8 > -0.6211014
    PC8 <= 1.706811
    PC10 > -0.3747734
    PC12 > -2.923698
    PC20 <= 0.2229626
    PC22 > -0.88179
    PC31 > -1.036889
    PC44 <= 0.6094521
    PC61 <= 0.7869501
    PC68 > -2.041972
    PC79 <= 0.09578818
    ->  class 2\|1  [0.984]

Rule 13/192: (55.6, lift 10.5)
    PC1 <= -0.430681
    PC8 > 1.706811
    PC11 > -0.5750982
    PC11 <= -0.370402
    PC21 <= 1.923691
    ->  class 2\|1  [0.982]

Rule 13/193: (48.9, lift 10.5)
    PC2 <= 2.301497
    PC8 > -0.6211014
    PC8 <= 1.706811
    PC22 > -0.88179
    PC44 > 0.6094521
    PC83 > -0.4795414
    PC87 <= -0.6054325
    ->  class 2\|1  [0.980]

Rule 13/194: (52.7/0.3, lift 10.5)
    PC1 > -0.1814509
    PC1 <= 8.711122
    PC3 <= -0.01873469
    PC8 > -0.3437947
    PC15 > -3.180526
    PC20 <= 0.2191638
    PC21 > -0.2623605
    PC21 <= 1.161228
    PC60 <= -0.6500985
    PC75 <= 1.275204
    ->  class 2\|1  [0.977]

Rule 13/195: (41.2, lift 10.5)
    PC1 <= -0.430681
    PC2 <= 2.301497
    PC8 > -0.6211014
    PC8 <= 1.706811
    PC10 <= 0.04331398
    PC22 <= -0.88179
    PC47 > 0.2314244
    ->  class 2\|1  [0.977]

Rule 13/196: (38.2, lift 10.4)
    PC1 <= -0.430681
    PC8 > 1.706811
    PC66 <= -0.8810961
    ->  class 2\|1  [0.975]

Rule 13/197: (114.9/2.6, lift 10.4)
    PC1 <= -0.430681
    PC8 > 1.706811
    PC21 > -0.2469342
    PC21 <= 1.923691
    PC60 <= -0.4210835
    PC96 > 0.09577215
    ->  class 2\|1  [0.969]

Rule 13/198: (29.9, lift 10.4)
    PC1 <= -0.430681
    PC8 > 1.706811
    PC30 > 0.4536837
    ->  class 2\|1  [0.969]

Rule 13/199: (77.8/1.9, lift 10.3)
    PC1 <= -0.430681
    PC3 > -2.010516
    PC5 > -0.007768751
    PC8 > 1.706811
    PC8 <= 2.246104
    PC17 > -0.3545708
    PC21 <= -0.2469342
    PC40 > -1.457203
    PC93 <= 0.5533175
    ->  class 2\|1  [0.964]

Rule 13/200: (42.6/0.8, lift 10.3)
    PC1 <= -0.430681
    PC2 <= 2.301497
    PC3 <= -0.8852677
    PC8 > -0.6211014
    PC8 <= 1.706811
    PC22 > -0.88179
    PC31 > -1.036889
    PC44 <= 0.6094521
    PC61 <= 0.7869501
    PC76 <= -0.06784128
    ->  class 2\|1  [0.960]

Rule 13/201: (27.3/0.2, lift 10.3)
    PC1 <= -0.430681
    PC2 <= -1.025067
    PC8 > 0.3628544
    PC8 <= 1.706811
    PC22 > -0.88179
    PC69 > 0.2370454
    ->  class 2\|1  [0.958]

Rule 13/202: (54.9/1.7, lift 10.2)
    PC1 <= -0.430681
    PC2 > -1.025067
    PC2 <= 2.301497
    PC8 > 0.1680859
    PC8 <= 1.706811
    PC34 > -0.3792612
    PC82 <= 0.4797282
    ->  class 2\|1  [0.952]

Rule 13/203: (34.6/0.9, lift 10.2)
    PC1 <= -0.430681
    PC8 > 1.706811
    PC11 > -0.5750982
    PC16 > 0.5845482
    PC21 > -0.2469342
    PC21 <= 1.923691
    ->  class 2\|1  [0.949]

Rule 13/204: (174.5/8.3, lift 10.1)
    PC1 <= -0.430681
    PC2 <= -1.025067
    PC3 > -0.8852677
    PC6 <= 1.404732
    PC8 > -0.6211014
    PC8 <= 1.706811
    PC10 > -0.3747734
    PC15 > -1.138934
    PC15 <= 1.629373
    PC20 <= 0.2229626
    PC22 > -0.88179
    PC29 <= 0.1647431
    PC31 > -1.036889
    PC37 > -0.5020879
    PC39 <= 0.6151384
    PC44 <= 0.6094521
    PC61 <= 0.7869501
    PC68 > -2.041972
    PC69 <= 0.2370454
    PC90 > -0.8002651
    PC93 > -0.3621224
    ->  class 2\|1  [0.947]

Rule 13/205: (15.5, lift 10.1)
    PC1 > 8.711122
    PC3 <= -0.01873469
    PC85 <= -1.335222
    ->  class 2\|1  [0.943]

Rule 13/206: (53.9/3.1, lift 9.9)
    PC1 <= -0.430681
    PC2 <= 2.301497
    PC8 > -0.6211014
    PC11 > -0.370402
    PC21 > -0.2469342
    PC40 <= -1.038171
    PC66 > -0.8810961
    ->  class 2\|1  [0.927]

Rule 13/207: (108/7.5, lift 9.9)
    PC1 <= -0.430681
    PC2 <= 2.301497
    PC8 > -3.393956
    PC9 <= 12.34091
    PC18 > -0.4907338
    PC37 <= -0.3761881
    PC99 > 1.25466
    ->  class 2\|1  [0.923]

Rule 13/208: (13.7/0.3, lift 9.8)
    PC1 <= -0.430681
    PC2 <= 2.301497
    PC8 > -0.6211014
    PC22 <= -0.88179
    PC79 > 0.1429912
    PC79 <= 0.1448393
    ->  class 2\|1  [0.918]

Rule 13/209: (159.3/12.9, lift 9.8)
    PC1 <= -0.430681
    PC7 <= 1.167911
    PC8 > 1.706811
    PC21 <= 0.9306636
    PC30 > 0.1815493
    PC47 > -0.9193401
    PC60 > -0.4210835
    ->  class 2\|1  [0.914]

Rule 13/210: (8.9, lift 9.7)
    PC1 <= -0.430681
    PC2 <= 2.301497
    PC8 > -0.6211014
    PC22 <= -0.88179
    PC45 > 0.3833095
    ->  class 2\|1  [0.908]

Rule 13/211: (8.8, lift 9.7)
    PC1 <= -0.430681
    PC2 <= 2.301497
    PC8 > -0.6211014
    PC8 <= 1.706811
    PC19 > -2.573144
    PC22 <= -0.88179
    PC34 <= -0.4877303
    ->  class 2\|1  [0.907]

Rule 13/212: (309.6/33.1, lift 9.5)
    PC1 <= -0.430681
    PC3 > -2.010516
    PC7 <= 1.167911
    PC8 > 1.706811
    PC21 <= 1.923691
    PC40 > -1.038171
    PC56 > -0.04514427
    ->  class 2\|1  [0.890]

Rule 13/213: (26.4/2.7, lift 9.3)
    PC1 <= -0.430681
    PC2 <= 2.301497
    PC8 > -3.393956
    PC8 <= -0.6211014
    PC19 > -3.025241
    PC32 > 1.601086
    PC56 > 0.1660352
    ->  class 2\|1  [0.870]

Rule 13/214: (22.2/2.7, lift 9.1)
    PC1 > -0.430681
    PC1 <= -0.1814509
    PC2 <= 2.301497
    PC15 > -3.180526
    PC33 > -0.1963791
    PC63 > -0.07380179
    PC83 <= 0.2331265
    ->  class 2\|1  [0.848]

Rule 13/215: (9.8/1.2, lift 8.7)
    PC1 <= -0.430681
    PC8 > -0.6211014
    PC8 <= 1.706811
    PC19 > -2.573144
    PC19 <= -2.317307
    PC44 <= 0.8791986
    ->  class 2\|1  [0.810]

Rule 13/216: (33.2/7.1, lift 8.3)
    PC1 <= -0.430681
    PC2 <= 2.301497
    PC8 > -0.6211014
    PC10 > 0.04331398
    PC22 <= -0.88179
    PC44 > 0.8791986
    ->  class 2\|1  [0.771]

Rule 13/217: (39.6, lift 11.9)
    PC8 > -3.393956
    PC8 <= -0.6211014
    PC9 > 12.34091
    PC32 <= 1.601086
    ->  class 2\|2  [0.976]

Rule 13/218: (160.8/3.8, lift 11.8)
    PC1 <= -0.9911368
    PC2 <= 2.301497
    PC8 > -2.041307
    PC8 <= -0.6211014
    PC19 > -3.025241
    PC32 > -1.617672
    PC44 <= 0.001757339
    PC45 <= 0.3272735
    PC47 <= 0.6399358
    PC60 <= 1.042694
    PC89 <= 0.04002718
    ->  class 2\|2  [0.971]

Rule 13/219: (59.3/1, lift 11.7)
    PC1 <= -0.430681
    PC2 <= 2.301497
    PC8 > -3.393956
    PC8 <= -0.6211014
    PC30 > 0.2238433
    PC40 > -0.7237238
    PC44 <= 0.001757339
    PC45 <= 0.3272735
    ->  class 2\|2  [0.967]

Rule 13/220: (68.6/1.5, lift 11.7)
    PC1 <= -0.430681
    PC8 > -0.6211014
    PC8 <= 1.706811
    PC20 > -0.5546467
    PC31 <= -1.036889
    PC44 <= 0.6094521
    PC61 <= 0.7869501
    PC69 <= 0.2370454
    ->  class 2\|2  [0.964]

Rule 13/221: (68.5/2, lift 11.6)
    PC1 <= -2.183742
    PC8 > -3.393956
    PC8 <= -2.041307
    PC44 <= 0.001757339
    PC57 <= 0.2968282
    PC78 > 0.09702111
    PC87 <= 0.5628768
    PC89 <= 0.4748541
    ->  class 2\|2  [0.958]

Rule 13/222: (115.7/4.8, lift 11.6)
    PC1 <= -0.430681
    PC2 <= 2.301497
    PC8 > -3.393956
    PC8 <= -0.6211014
    PC18 > -0.4907338
    PC19 > -3.025241
    PC40 <= -0.7237238
    PC44 <= 0.001757339
    PC45 <= 0.3272735
    PC81 <= 0.5711423
    PC99 <= 1.25466
    ->  class 2\|2  [0.951]

Rule 13/223: (48.9/1.7, lift 11.5)
    PC1 <= -0.430681
    PC2 <= 2.301497
    PC3 > -0.8852677
    PC8 > -0.6211014
    PC8 <= 1.706811
    PC20 > -0.5546467
    PC29 > 0.1647431
    PC44 <= 0.6094521
    PC61 <= 0.7869501
    ->  class 2\|2  [0.948]

Rule 13/224: (17.4, lift 11.5)
    PC1 > -0.430681
    PC1 <= 8.711122
    PC2 <= 2.301497
    PC3 <= -0.01873469
    PC8 <= -0.3437947
    PC15 > -3.180526
    PC20 <= 0.2191638
    PC98 > 0.374682
    ->  class 2\|2  [0.948]

Rule 13/225: (16.1, lift 11.5)
    PC1 > -0.1814509
    PC1 <= 8.711122
    PC3 <= -0.01873469
    PC8 <= -0.3437947
    PC15 > -3.180526
    PC20 <= 0.2191638
    PC41 > 0.4290316
    PC44 <= 1.428001
    PC71 <= 0.5562124
    ->  class 2\|2  [0.945]

Rule 13/226: (16, lift 11.5)
    PC1 > -0.430681
    PC1 <= 8.711122
    PC2 <= 2.301497
    PC3 <= -0.01873469
    PC8 > -0.3437947
    PC20 <= 0.2191638
    PC21 <= -0.2623605
    ->  class 2\|2  [0.944]

Rule 13/227: (13.4, lift 11.4)
    PC2 <= 2.301497
    PC8 > -3.393956
    PC8 <= -0.6211014
    PC63 <= -0.09591397
    PC93 > -0.400843
    PC95 > 1.624485
    PC99 <= 1.25466
    ->  class 2\|2  [0.935]

Rule 13/228: (13.6, lift 11.4)
    PC1 > -0.430681
    PC1 <= -0.1814509
    PC9 <= -1.841855
    PC63 <= -0.07380179
    PC83 <= 0.2331265
    ->  class 2\|2  [0.934]

Rule 13/229: (257.2/17.8, lift 11.3)
    PC1 <= -0.9911368
    PC8 > -2.041307
    PC8 <= -0.6211014
    PC15 > -0.9546749
    PC19 > -3.025241
    PC32 > -1.617672
    PC33 <= 0.3940141
    PC44 <= 0.001757339
    PC45 <= 0.3272735
    PC47 <= 0.6399358
    PC60 <= 1.042694
    ->  class 2\|2  [0.927]

Rule 13/230: (11.5, lift 11.3)
    PC1 <= -0.430681
    PC2 <= 2.301497
    PC8 > -1.561049
    PC8 <= -0.6211014
    PC19 > -3.025241
    PC32 > 1.601086
    PC56 <= 0.1660352
    ->  class 2\|2  [0.926]

Rule 13/231: (10.6, lift 11.2)
    PC1 <= -0.430681
    PC2 <= 2.301497
    PC8 > -3.393956
    PC8 <= -0.6211014
    PC28 <= -0.1589501
    PC32 <= 1.601086
    PC44 <= 0.001757339
    ->  class 2\|2  [0.921]

Rule 13/232: (18.7/0.9, lift 11.1)
    PC2 <= 2.301497
    PC8 > -3.393956
    PC8 <= -0.6211014
    PC11 > -3.816464
    PC72 <= -6.787838
    PC99 <= 1.25466
    ->  class 2\|2  [0.910]

Rule 13/233: (12.2/0.4, lift 11.0)
    PC8 > -3.393956
    PC8 <= -0.6211014
    PC44 > 0.001757339
    PC63 <= -0.09591397
    PC78 > -0.8670745
    PC88 > 0.4309769
    PC93 > -0.400843
    ->  class 2\|2  [0.904]

Rule 13/234: (15.6/0.7, lift 11.0)
    PC2 <= 2.301497
    PC8 > -3.393956
    PC8 <= -2.041307
    PC19 > -3.025241
    PC32 <= 1.601086
    PC44 <= 0.001757339
    PC81 <= 0.5711423
    PC83 > 0.6270288
    PC99 <= 1.25466
    ->  class 2\|2  [0.903]

Rule 13/235: (13.1/0.6, lift 10.9)
    PC1 <= -0.430681
    PC8 > -0.6211014
    PC11 <= -0.5750982
    PC21 > -0.2469342
    PC92 > 0.4074606
    ->  class 2\|2  [0.894]

Rule 13/236: (6.6, lift 10.7)
    PC1 <= -0.430681
    PC5 > -0.007768751
    PC8 > 2.246104
    PC8 <= 2.26669
    PC21 <= -0.2469342
    ->  class 2\|2  [0.884]

Rule 13/237: (6, lift 10.6)
    PC1 > -0.430681
    PC1 <= 8.711122
    PC2 <= 2.301497
    PC3 <= -0.01873469
    PC8 <= -0.3437947
    PC15 > -3.180526
    PC71 <= -1.398771
    ->  class 2\|2  [0.875]

Rule 13/238: (7.8/0.6, lift 10.2)
    PC1 > -0.430681
    PC1 <= 8.711122
    PC3 <= -0.01873469
    PC8 > -0.3437947
    PC12 <= 2.329497
    PC75 > 1.275204
    ->  class 2\|2  [0.836]

Rule 13/239: (22.7/3.7, lift 9.8)
    PC1 <= -0.430681
    PC8 > -3.393956
    PC8 <= -0.6211014
    PC18 > -0.4907338
    PC19 > -3.025241
    PC44 > 0.001757339
    PC44 <= 0.06841609
    PC63 > -0.09591397
    ->  class 2\|2  [0.810]

Rule 13/240: (165.4/32.8, lift 9.7)
    PC1 <= -0.430681
    PC4 <= -0.2065691
    PC8 > -3.393956
    PC8 <= -0.6211014
    PC19 > -3.025241
    PC32 <= 1.601086
    PC56 <= 0.2719069
    PC63 > -0.09591397
    PC84 <= 0.04524917
    PC99 <= 1.25466
    ->  class 2\|2  [0.798]

Rule 13/241: (43.1/9.3, lift 9.4)
    PC1 <= -0.430681
    PC8 > -3.393956
    PC8 <= -0.6211014
    PC11 > -3.816464
    PC18 > -0.4907338
    PC19 > -3.025241
    PC32 <= 1.601086
    PC44 > 0.001757339
    PC56 > 0.2719069
    PC63 > -0.09591397
    PC99 <= 1.25466
    ->  class 2\|2  [0.771]

Rule 13/242: (7.4/1.3, lift 9.1)
    PC1 <= -0.430681
    PC2 > -1.025067
    PC2 <= 2.301497
    PC8 > -0.6211014
    PC8 <= 0.1680859
    ->  class 2\|2  [0.751]

Rule 13/243: (6/1.1, lift 8.9)
    PC1 <= -0.430681
    PC5 <= -0.007768751
    PC8 > 1.706811
    PC21 <= -0.2469342
    ->  class 2\|2  [0.736]

Rule 13/244: (1537.9/785.3, lift 5.9)
    PC1 <= -0.430681
    PC2 <= -1.025067
    PC8 > -0.6211014
    PC8 <= 1.706811
    ->  class 2\|2  [0.489]

Rule 13/245: (78.1/57.3, lift 3.3)
    PC1 <= -0.430681
    PC8 <= -0.6211014
    PC32 <= 1.601086
    PC37 > 0.866831
    PC63 <= -0.09591397
    ->  class 2\|2  [0.272]

Rule 13/246: (295.9/240.1, lift 2.3)
    PC1 <= -0.430681
    PC8 > 1.706811
    PC21 <= -0.2469342
    ->  class 2\|2  [0.191]

Rule 13/247: (120.6, lift 9.1)
    PC2 <= 2.301497
    PC8 <= -3.393956
    PC27 <= 0.6150601
    PC93 <= 0.4453863
    PC96 > 0.2911013
    ->  class 2\|3  [0.992]

Rule 13/248: (156.4/0.4, lift 9.1)
    PC1 > -2.183742
    PC2 <= 2.301497
    PC8 <= -2.041307
    PC19 > -3.025241
    PC28 > -0.1589501
    PC30 <= 0.2238433
    PC32 <= 1.601086
    PC44 <= 0.001757339
    PC45 <= 0.3272735
    PC83 <= 0.6270288
    PC99 <= 1.25466
    ->  class 2\|3  [0.991]

Rule 13/249: (90.3, lift 9.0)
    PC2 <= 2.301497
    PC9 <= -2.455242
    PC15 <= -3.180526
    PC43 <= -0.1728197
    PC50 > -0.5004689
    ->  class 2\|3  [0.989]

Rule 13/250: (70.2, lift 9.0)
    PC1 > -0.430681
    PC1 <= 8.711122
    PC2 <= 2.301497
    PC3 <= -0.01873469
    PC8 <= -0.3437947
    PC15 > -3.180526
    PC20 <= 0.2191638
    PC41 <= 0.4290316
    PC71 > -1.398771
    PC71 <= 0.5562124
    PC98 <= 0.374682
    ->  class 2\|3  [0.986]

Rule 13/251: (72.3, lift 9.0)
    PC1 <= -0.430681
    PC8 <= -0.6211014
    PC18 > -0.4907338
    PC19 <= -2.36608
    PC27 <= 0.6150601
    PC53 > -0.625517
    PC73 <= -0.05734231
    PC85 <= 0.6178876
    PC93 <= 0.4453863
    ->  class 2\|3  [0.986]

Rule 13/252: (104.6/2.3, lift 8.9)
    PC8 > -3.393956
    PC8 <= -2.041307
    PC18 > -0.4907338
    PC19 > -3.025241
    PC30 <= 0.2238433
    PC44 <= 0.001757339
    PC83 <= 0.6270288
    PC87 > 0.5628768
    PC99 <= 1.25466
    ->  class 2\|3  [0.969]

Rule 13/253: (135.3/4.3, lift 8.8)
    PC1 <= -0.430681
    PC8 > -3.393956
    PC8 <= -2.041307
    PC9 <= 12.34091
    PC18 > -0.4907338
    PC28 > -0.1589501
    PC32 <= 1.601086
    PC40 > -0.7237238
    PC89 > 0.4748541
    ->  class 2\|3  [0.961]

Rule 13/254: (40.5/0.9, lift 8.7)
    PC1 <= -0.430681
    PC8 <= -0.6211014
    PC9 <= 12.34091
    PC19 > -3.025241
    PC30 <= 0.2238433
    PC32 <= 1.601086
    PC40 > -0.7237238
    PC47 > 0.6399358
    PC60 <= 1.042694
    ->  class 2\|3  [0.955]

Rule 13/255: (22/0.3, lift 8.6)
    PC1 <= -0.430681
    PC3 <= -2.010516
    PC8 > 1.706811
    ->  class 2\|3  [0.944]

Rule 13/256: (13, lift 8.5)
    PC1 > -0.430681
    PC14 > 1.670616
    PC15 <= -3.180526
    PC50 > -0.5004689
    ->  class 2\|3  [0.933]

Rule 13/257: (27.2/2.4, lift 8.1)
    PC1 <= -0.430681
    PC2 <= 2.301497
    PC8 > -0.6211014
    PC8 <= 0.3628544
    PC22 > -0.88179
    PC44 > -0.4748156
    PC44 <= 0.6094521
    PC69 > 0.2370454
    ->  class 2\|3  [0.883]

Rule 13/258: (6.3, lift 8.0)
    PC1 > -0.1814509
    PC2 <= 2.301497
    PC3 > -0.01873469
    PC16 > 0.3594292
    PC18 > 0.2338855
    PC77 <= -0.05441514
    ->  class 2\|3  [0.875]

Rule 13/259: (37.4/5, lift 7.7)
    PC1 <= -0.430681
    PC2 <= 2.301497
    PC4 > -0.4027446
    PC8 > -0.6211014
    PC8 <= 1.706811
    PC22 > -0.88179
    PC61 > 0.7869501
    PC64 <= 0.09902524
    PC69 <= 0.2370454
    ->  class 2\|3  [0.847]

Rule 13/260: (66.5/11.4, lift 7.5)
    PC1 > -0.430681
    PC9 <= -2.455242
    PC15 <= -3.180526
    PC31 <= -0.01539011
    ->  class 2\|3  [0.819]

Rule 13/261: (12.4/2.6, lift 6.8)
    PC1 <= -0.430681
    PC2 <= 2.301497
    PC6 <= -2.915202
    PC8 <= 1.706811
    PC20 > -0.5546467
    PC44 <= 0.6094521
    PC90 > -0.8002651
    ->  class 2\|3  [0.749]

Rule 13/262: (48.5/15.9, lift 6.1)
    PC1 <= -0.430681
    PC2 <= 2.301497
    PC8 > -0.6211014
    PC8 <= 1.706811
    PC20 > -0.5546467
    PC22 > -0.88179
    PC44 > 0.6094521
    PC77 <= 2.858756
    PC83 > -0.4795414
    PC87 > -0.6054325
    PC93 <= 2.369334
    ->  class 2\|3  [0.666]

Rule 13/263: (1162/464, lift 5.5)
    PC1 <= -0.430681
    PC8 <= -3.393956
    PC18 > -0.4907338
    ->  class 2\|3  [0.601]

Rule 13/264: (12567.2/10385.9, lift 1.6)
    PC2 <= 2.301497
    ->  class 2\|3  [0.174]

Rule 13/265: (715.5, lift 10.3)
    PC1 <= -0.430681
    PC11 <= -4.127287
    PC39 <= 0.283203
    PC48 > -0.47777
    PC93 <= 0.4453863
    PC94 <= 0.7989936
    PC96 <= 0.2911013
    ->  class 2\|4  [0.999]

Rule 13/266: (1210.7/7.7, lift 10.2)
    PC1 <= -0.430681
    PC2 <= 2.301497
    PC8 <= -0.6211014
    PC18 <= -0.4907338
    PC89 <= 0.6956914
    ->  class 2\|4  [0.993]

Rule 13/267: (1307.2/9.1, lift 10.2)
    PC1 <= -0.430681
    PC8 <= -3.393956
    PC19 <= -2.36608
    PC39 <= 0.283203
    PC53 > -0.625517
    PC94 <= 0.7989936
    ->  class 2\|4  [0.992]

Rule 13/268: (100/0.9, lift 10.1)
    PC1 <= -0.430681
    PC8 <= -3.393956
    PC39 <= 0.283203
    PC55 <= 0.3174446
    PC85 > 0.6178876
    PC93 <= 0.4453863
    ->  class 2\|4  [0.981]

Rule 13/269: (118.9/2, lift 10.0)
    PC8 <= -3.393956
    PC35 > 0.1949977
    PC38 <= -0.402457
    PC55 <= 0.3174446
    PC56 <= -0.3605919
    PC67 <= 0.3747212
    PC93 <= 0.4453863
    PC96 <= 0.2911013
    ->  class 2\|4  [0.975]

Rule 13/270: (38.2/0.2, lift 10.0)
    PC8 <= -3.393956
    PC39 <= 0.283203
    PC53 > -0.625517
    PC55 <= 0.3174446
    PC91 <= -0.3381495
    PC93 <= 0.4453863
    PC96 <= 0.2911013
    ->  class 2\|4  [0.971]

Rule 13/271: (27.4, lift 9.9)
    PC2 > -1.997222
    PC2 <= 2.301497
    PC8 <= -3.393956
    PC53 > -0.625517
    PC93 <= 0.4453863
    ->  class 2\|4  [0.965]

Rule 13/272: (124.6/3.7, lift 9.9)
    PC1 <= -0.430681
    PC8 <= -3.393956
    PC39 <= 0.283203
    PC41 > -1.339123
    PC80 > -0.3939432
    PC100 > 0.6378579
    ->  class 2\|4  [0.963]

Rule 13/273: (65.9/1.9, lift 9.8)
    PC1 <= -0.430681
    PC8 > -3.393956
    PC8 <= -0.6211014
    PC19 <= -3.025241
    PC50 <= -0.02356431
    PC56 <= 0.05231667
    ->  class 2\|4  [0.957]

Rule 13/274: (24/1.4, lift 9.3)
    PC1 > -0.430681
    PC1 <= 8.711122
    PC2 <= 2.301497
    PC3 <= -0.01873469
    PC15 > -3.180526
    PC20 <= 0.2191638
    PC71 > 0.5562124
    ->  class 2\|4  [0.909]

Rule 13/275: (29.8/2.2, lift 9.2)
    PC1 <= -0.430681
    PC8 > -3.393956
    PC8 <= -1.561049
    PC19 > -3.025241
    PC32 > 1.601086
    PC56 <= 0.1660352
    PC100 > -0.07966788
    ->  class 2\|4  [0.898]

Rule 13/276: (35.3/3, lift 9.2)
    PC1 <= -0.430681
    PC8 <= -0.6211014
    PC9 <= 12.34091
    PC44 > 0.001757339
    PC63 <= -0.09591397
    PC78 <= -0.8670745
    PC79 > -0.2993959
    PC93 > -0.400843
    PC95 <= 1.624485
    PC99 <= 1.25466
    ->  class 2\|4  [0.893]

Rule 13/277: (42.7/3.9, lift 9.1)
    PC2 <= 2.301497
    PC8 > -3.393956
    PC8 <= -0.6211014
    PC9 <= 12.34091
    PC19 > -3.025241
    PC44 > 0.001757339
    PC63 <= -0.09591397
    PC92 > -0.1605795
    PC93 <= -0.400843
    PC99 <= 1.25466
    ->  class 2\|4  [0.890]

Rule 13/278: (31.2/2.8, lift 9.1)
    PC1 <= -0.430681
    PC8 <= -3.393956
    PC27 <= 0.6150601
    PC39 <= 0.283203
    PC55 <= 0.3174446
    PC93 <= 0.4453863
    PC95 <= -0.4431404
    ->  class 2\|4  [0.884]

Rule 13/279: (43.3/4.8, lift 9.0)
    PC1 <= -0.430681
    PC2 <= 2.301497
    PC8 > -3.393956
    PC8 <= -0.6211014
    PC9 <= 12.34091
    PC18 > -0.4907338
    PC19 > -3.025241
    PC31 <= 0.6980412
    PC44 > 0.001757339
    PC47 <= -0.6966467
    PC63 <= -0.09591397
    PC88 <= 0.4309769
    PC95 <= 1.624485
    ->  class 2\|4  [0.872]

Rule 13/280: (140/69.4, lift 5.2)
    PC1 > -0.430681
    PC9 <= -2.455242
    PC15 <= -3.180526
    PC50 > -0.5004689
    ->  class 2\|4  [0.504]

Default class: 2\|3

-----  Trial 14:  -----

Rules:

Rule 14/1: (70.4, lift 16.9)
    PC4 > -9.363335
    PC13 > -3.333121
    PC13 <= 6.717022
    PC18 > 2.047552
    PC46 > -1.389303
    PC55 > -0.4851243
    PC86 <= -1.272787
    ->  class 0\|0  [0.986]

Rule 14/2: (60.2, lift 16.9)
    PC2 > 2.231518
    PC13 > -3.333121
    PC13 <= 6.717022
    PC18 > 0.4389784
    PC18 <= 2.047552
    PC30 > 0.7928753
    PC40 > -2.89144
    PC43 > -1.949436
    PC56 <= -0.6841784
    PC87 <= 0.1134392
    PC98 <= 0.6747627
    ->  class 0\|0  [0.984]

Rule 14/3: (50.6, lift 16.8)
    PC2 > 2.231518
    PC2 <= 3.641509
    PC3 <= 1.640775
    PC13 > -0.7313119
    PC18 > 0.4389784
    PC18 <= 2.047552
    PC97 <= 0.5703253
    ->  class 0\|0  [0.981]

Rule 14/4: (47.2, lift 16.8)
    PC2 > 2.231518
    PC13 > -3.333121
    PC13 <= 6.717022
    PC18 > 0.4389784
    PC60 <= -1.844958
    PC62 > -2.172445
    ->  class 0\|0  [0.980]

Rule 14/5: (48.1, lift 16.8)
    PC2 > 2.231518
    PC3 > -0.6954949
    PC18 > 2.047552
    PC46 > -1.389303
    ->  class 0\|0  [0.980]

Rule 14/6: (163.4/2.5, lift 16.8)
    PC4 > -9.363335
    PC13 <= 6.717022
    PC18 > 2.047552
    PC25 <= 0.88368
    PC29 > 1.908403
    PC42 <= 0.5149134
    PC51 > -2.976097
    PC60 > -1.844958
    ->  class 0\|0  [0.979]

Rule 14/7: (39.2, lift 16.7)
    PC18 > 0.4389784
    PC40 <= -2.89144
    PC47 > -1.610874
    PC87 > 0.228705
    ->  class 0\|0  [0.976]

Rule 14/8: (115.9/2.3, lift 16.7)
    PC6 > 0.09268255
    PC18 > 2.047552
    PC31 <= 0.2306125
    PC55 > -0.4851243
    ->  class 0\|0  [0.972]

Rule 14/9: (240.2/6.4, lift 16.6)
    PC4 <= 8.464436
    PC7 > -0.9842989
    PC9 <= 0.6020974
    PC12 <= 1.138234
    PC14 > -0.3755859
    PC18 > 2.047552
    PC19 <= -0.1265147
    PC25 <= 0.1785845
    PC30 <= 3.433617
    PC31 <= 0.2306125
    PC39 > -0.9490525
    PC56 <= 0.7090798
    PC58 > -1.056326
    PC76 <= 0.5361619
    PC97 <= 0.9473656
    ->  class 0\|0  [0.969]

Rule 14/10: (80.2/2, lift 16.5)
    PC4 > -9.363335
    PC4 <= 8.464436
    PC9 <= 0.6020974
    PC18 > 2.047552
    PC30 <= 3.433617
    PC31 <= 0.2306125
    PC61 <= -0.3666496
    PC69 > 0.2018322
    PC76 <= 0.5361619
    PC81 <= 0.7577374
    PC87 > -0.8131143
    PC95 <= 0.7634242
    PC98 > -2.194635
    ->  class 0\|0  [0.963]

Rule 14/11: (20.2, lift 16.4)
    PC13 > -3.333121
    PC13 <= 6.717022
    PC18 > 0.4389784
    PC46 > -1.389303
    PC55 > -0.4851243
    PC70 > 3.341843
    PC76 > 0.5361619
    ->  class 0\|0  [0.955]

Rule 14/12: (82.8/2.9, lift 16.3)
    PC4 > -9.363335
    PC4 <= 8.464436
    PC9 <= 0.6020974
    PC13 <= 6.717022
    PC18 > 2.047552
    PC25 > 0.2511994
    PC29 <= 1.908403
    PC31 <= 0.2306125
    PC39 > -0.9490525
    PC50 <= 0.2503439
    PC55 > -0.4851243
    PC56 <= 0.7090798
    PC58 > -1.056326
    PC61 > -0.3666496
    PC76 <= 0.5361619
    PC81 <= 0.7577374
    ->  class 0\|0  [0.954]

Rule 14/13: (24.1/0.3, lift 16.3)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC13 <= -0.3535447
    PC18 <= 0.4389784
    PC46 <= -1.323879
    ->  class 0\|0  [0.951]

Rule 14/14: (306.6/17.4, lift 16.1)
    PC4 > -9.363335
    PC4 <= 8.464436
    PC7 > -0.9842989
    PC9 <= 0.6020974
    PC18 > 2.047552
    PC25 <= 0.2511994
    PC30 <= 3.433617
    PC31 <= 0.2306125
    PC39 > -0.9490525
    PC40 > -0.4355502
    PC46 > -1.389303
    PC56 <= 0.7090798
    PC76 <= 0.5361619
    PC87 > -0.8131143
    PC95 <= 0.7634242
    PC98 > -2.194635
    ->  class 0\|0  [0.941]

Rule 14/15: (10.8, lift 15.8)
    PC13 > 6.717022
    PC18 > 0.4389784
    PC31 > 0.1783828
    PC47 > -1.610874
    PC51 > -2.976097
    PC83 > -4.343067
    PC93 <= -0.2139362
    ->  class 0\|0  [0.922]

Rule 14/16: (10.3, lift 15.7)
    PC2 > 2.231518
    PC4 <= 8.464436
    PC13 <= 6.717022
    PC18 > 2.047552
    PC28 <= 3.503301
    PC76 > 0.5361619
    PC78 > 1.271466
    ->  class 0\|0  [0.919]

Rule 14/17: (8.6/0.4, lift 15.0)
    PC13 <= -3.333121
    PC18 > 0.4389784
    PC25 > -0.8144984
    PC27 <= -0.1397043
    ->  class 0\|0  [0.872]

Rule 14/18: (4.8, lift 14.5)
    PC4 <= -9.363335
    PC18 > 2.047552
    PC72 > 0.3665488
    ->  class 0\|0  [0.849]

Rule 14/19: (33.5/4.9, lift 14.3)
    PC4 > -9.363335
    PC4 <= 8.464436
    PC13 <= 6.717022
    PC18 > 2.047552
    PC28 <= 3.503301
    PC46 > -1.389303
    PC55 > -0.4851243
    PC76 > 0.5361619
    PC77 <= -0.4935819
    PC98 > -2.194635
    ->  class 0\|0  [0.833]

Rule 14/20: (2.6, lift 13.4)
    PC13 > 6.717022
    PC13 <= 6.826949
    PC93 <= -0.2139362
    ->  class 0\|0  [0.783]

Rule 14/21: (5.2/1.1, lift 12.3)
    PC13 > 6.717022
    PC13 <= 10.09446
    PC37 <= -0.1760815
    PC93 <= -0.2139362
    ->  class 0\|0  [0.715]

Rule 14/22: (71.8, lift 12.4)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC13 > -0.3535447
    PC18 <= 0.4389784
    PC46 <= -1.323879
    PC53 <= 0.01167504
    ->  class 0\|1  [0.986]

Rule 14/23: (54.7, lift 12.3)
    PC13 > 6.826949
    PC13 <= 10.09446
    PC18 > 0.4389784
    PC31 <= 0.1783828
    PC37 > -0.1760815
    PC47 > -1.610874
    PC93 <= -0.2139362
    ->  class 0\|1  [0.982]

Rule 14/24: (129.8/2.4, lift 12.2)
    PC2 > 2.231518
    PC10 <= -1.226144
    PC18 > -1.049598
    PC18 <= 0.4389784
    PC23 > -0.8395225
    PC46 > -1.323879
    PC55 > 0.1124668
    PC65 <= 1.074896
    ->  class 0\|1  [0.974]

Rule 14/25: (50.4/0.5, lift 12.2)
    PC18 <= -1.049598
    PC46 > -1.323879
    PC69 > -3.288065
    PC78 > 2.983765
    PC78 <= 3.710841
    ->  class 0\|1  [0.972]

Rule 14/26: (37.7/0.4, lift 12.1)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC8 > 0.1548424
    PC18 > -1.049598
    PC18 <= 0.4389784
    PC46 > -1.323879
    ->  class 0\|1  [0.964]

Rule 14/27: (19.9, lift 12.0)
    PC2 > 3.641509
    PC13 > -3.333121
    PC13 <= 6.717022
    PC18 > 0.4389784
    PC18 <= 2.047552
    PC30 <= 0.7928753
    PC56 <= -0.6841784
    ->  class 0\|1  [0.954]

Rule 14/28: (13.9/1, lift 11.0)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC18 > -1.049598
    PC18 <= 0.4389784
    PC46 > -1.323879
    PC55 > 0.7094115
    PC76 <= 5.731548
    ->  class 0\|1  [0.875]

Rule 14/29: (24.1/2.6, lift 10.8)
    PC13 > 6.717022
    PC15 > 2.196673
    PC47 > -1.610874
    PC93 <= -0.2139362
    ->  class 0\|1  [0.863]

Rule 14/30: (4, lift 10.5)
    PC10 <= -1.226144
    PC18 > -1.049598
    PC18 <= 0.4389784
    PC20 > 3.246065
    ->  class 0\|1  [0.833]

Rule 14/31: (136.8/30.5, lift 9.7)
    PC2 > 2.231518
    PC8 <= 0.1548424
    PC10 <= -1.226144
    PC18 > -1.049598
    PC20 <= 3.246065
    PC37 <= 1.807821
    PC46 > -1.323879
    PC57 > 0.3854126
    PC88 > 0.03335461
    ->  class 0\|1  [0.773]

Rule 14/32: (54.4/18.6, lift 8.2)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC10 > -1.226144
    PC18 > -1.049598
    PC18 <= 0.4389784
    PC43 <= -0.5820352
    PC46 > -1.323879
    PC76 <= 5.731548
    ->  class 0\|1  [0.652]

Rule 14/33: (2415.8/1252.3, lift 6.0)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC13 <= 6.717022
    PC18 > 0.4389784
    PC47 > -1.610874
    PC51 > -2.976097
    PC62 > -2.172445
    PC83 > -4.343067
    ->  class 0\|1  [0.482]

Rule 14/34: (59.1, lift 10.4)
    PC13 <= -3.333121
    PC18 > 0.4389784
    PC25 <= -0.8144984
    PC83 > -4.343067
    ->  class 0\|2  [0.984]

Rule 14/35: (40.4/0.2, lift 10.3)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC15 <= -0.5248966
    PC18 > -2.173107
    PC18 <= -1.049598
    PC20 > -2.708093
    PC39 > -1.100589
    PC48 <= 0.2821094
    PC54 <= 0.9893426
    PC64 <= 0.2747701
    ->  class 0\|2  [0.971]

Rule 14/36: (207.1/8.3, lift 10.1)
    PC1 <= -0.7021728
    PC2 > 2.231518
    PC8 <= 0.1548424
    PC9 <= 0.1547593
    PC15 > -1.336541
    PC16 <= 0.8644042
    PC18 > -1.049598
    PC18 <= 0.4389784
    PC38 <= 2.167307
    PC43 > -0.5820352
    PC55 <= 0.7094115
    PC67 > -0.3731171
    ->  class 0\|2  [0.956]

Rule 14/37: (41.8/1.1, lift 10.1)
    PC2 > 2.231518
    PC18 > 0.4389784
    PC74 > 3.152183
    ->  class 0\|2  [0.953]

Rule 14/38: (30.9/1, lift 10.0)
    PC2 > 2.231518
    PC8 <= 0.1548424
    PC10 <= -1.226144
    PC18 > -1.049598
    PC18 <= 0.4389784
    PC65 > 1.074896
    ->  class 0\|2  [0.939]

Rule 14/39: (43.8/3.4, lift 9.6)
    PC2 > 2.231518
    PC18 > 0.4389784
    PC40 <= -2.89144
    PC83 > -4.343067
    PC87 <= 0.228705
    ->  class 0\|2  [0.904]

Rule 14/40: (16/0.8, lift 9.5)
    PC6 > 0.09129588
    PC18 <= -2.173107
    PC32 > -1.343781
    PC46 > -1.323879
    PC55 > 0.01896471
    PC58 > -4.939949
    ->  class 0\|2  [0.898]

Rule 14/41: (61.2/6.2, lift 9.4)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC13 <= 6.717022
    PC18 > 0.4389784
    PC18 <= 2.047552
    PC51 > -2.976097
    PC83 > -4.343067
    PC98 > 0.6747627
    ->  class 0\|2  [0.886]

Rule 14/42: (53.3/7.1, lift 9.1)
    PC18 > 0.4389784
    PC28 > 3.503301
    PC51 > -2.976097
    PC83 > -4.343067
    ->  class 0\|2  [0.854]

Rule 14/43: (37.2/8.6, lift 8.0)
    PC2 > 2.231518
    PC13 <= 6.717022
    PC18 > 0.4389784
    PC18 <= 2.047552
    PC59 <= -2.862893
    PC83 > -4.343067
    ->  class 0\|2  [0.755]

Rule 14/44: (7629.6/5752.5, lift 2.6)
    PC2 > 2.231518
    ->  class 0\|2  [0.246]

Rule 14/45: (94.9, lift 11.4)
    PC18 <= -1.049598
    PC31 > -0.1969399
    PC39 <= -1.100589
    PC41 <= 0.5376706
    PC46 > -1.323879
    PC58 <= 4.408813
    PC78 <= 2.983765
    ->  class 0\|3  [0.990]

Rule 14/46: (85.6/0.3, lift 11.3)
    PC6 <= 0.09129588
    PC7 <= 0.368068
    PC18 <= -2.173107
    PC28 > -3.304819
    PC31 > -0.1969399
    PC33 <= 4.219078
    PC46 > -1.323879
    PC56 <= -0.1259779
    PC58 <= 4.408813
    PC76 > 0.7121614
    ->  class 0\|3  [0.985]

Rule 14/47: (39.5, lift 11.2)
    PC3 <= 1.640775
    PC4 > -7.711169
    PC18 <= -1.049598
    PC31 <= -0.1969399
    PC43 <= -1.011314
    PC78 <= 2.983765
    PC94 <= 0.2104495
    ->  class 0\|3  [0.976]

Rule 14/48: (37.7, lift 11.2)
    PC16 > -0.5220455
    PC18 <= -1.049598
    PC31 > -0.1969399
    PC32 > -1.782014
    PC42 > 2.405487
    PC58 <= 4.408813
    PC99 <= 2.508351
    ->  class 0\|3  [0.975]

Rule 14/49: (38.8, lift 11.2)
    PC2 > 2.231518
    PC15 <= -1.336541
    PC16 <= 0.8644042
    PC18 <= 0.4389784
    ->  class 0\|3  [0.975]

Rule 14/50: (54.8/0.5, lift 11.2)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC15 <= -0.5248966
    PC18 > -2.173107
    PC18 <= -1.049598
    PC31 > -0.1969399
    PC54 > 0.9893426
    ->  class 0\|3  [0.974]

Rule 14/51: (284.6/7.1, lift 11.1)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC15 <= -0.5248966
    PC18 <= -1.049598
    PC31 > -0.1969399
    PC33 <= 4.219078
    PC64 > 0.2747701
    PC99 <= 2.508351
    ->  class 0\|3  [0.972]

Rule 14/52: (33.8, lift 11.1)
    PC2 > 2.231518
    PC18 > 0.4389784
    PC51 <= -2.976097
    ->  class 0\|3  [0.972]

Rule 14/53: (32.8, lift 11.1)
    PC18 <= -1.049598
    PC58 <= -4.939949
    PC78 <= 2.983765
    ->  class 0\|3  [0.971]

Rule 14/54: (29.5, lift 11.1)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC15 <= 0.0176443
    PC46 > -1.323879
    PC78 > 3.710841
    ->  class 0\|3  [0.968]

Rule 14/55: (27.6, lift 11.1)
    PC18 <= -1.049598
    PC40 <= -2.911253
    PC46 > -1.323879
    ->  class 0\|3  [0.966]

Rule 14/56: (125.2/3.6, lift 11.1)
    PC6 <= 0.09129588
    PC7 <= 0.368068
    PC8 <= 0.03245647
    PC16 <= 1.786036
    PC18 <= -2.173107
    PC31 > -0.1969399
    PC35 <= 0.4855171
    PC55 > 0.01896471
    PC57 <= 1.335654
    PC76 > 0.7121614
    PC84 <= 0.1708149
    ->  class 0\|3  [0.964]

Rule 14/57: (21.5, lift 11.0)
    PC4 > -7.711169
    PC18 <= -1.049598
    PC31 <= -0.1969399
    PC32 > -1.093292
    PC38 > 0.9706877
    PC78 <= 2.983765
    PC94 <= 0.2104495
    ->  class 0\|3  [0.958]

Rule 14/58: (20.9, lift 11.0)
    PC2 > 2.231518
    PC18 <= 0.4389784
    PC38 > 2.167307
    PC43 > -0.5820352
    ->  class 0\|3  [0.956]

Rule 14/59: (27.2/0.4, lift 10.9)
    PC13 > 6.717022
    PC91 > 1.371692
    PC93 > -0.2139362
    ->  class 0\|3  [0.952]

Rule 14/60: (21.1/0.2, lift 10.9)
    PC2 > 2.231518
    PC4 > -7.711169
    PC18 <= -1.049598
    PC31 <= -0.1969399
    PC44 > 1.418481
    PC78 <= 2.983765
    ->  class 0\|3  [0.949]

Rule 14/61: (17.5, lift 10.9)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC8 <= 0.1548424
    PC9 > 0.1547593
    PC10 > -1.226144
    PC18 > -1.049598
    PC18 <= 0.4389784
    ->  class 0\|3  [0.949]

Rule 14/62: (544.6/30.9, lift 10.8)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC5 > -0.5154154
    PC18 <= -2.173107
    PC28 > -3.304819
    PC30 <= 1.036637
    PC31 > -0.1969399
    PC32 > -1.343781
    PC33 <= 4.219078
    PC46 > -1.323879
    PC55 <= 0.01896471
    PC99 <= 2.508351
    ->  class 0\|3  [0.942]

Rule 14/63: (38/1.4, lift 10.8)
    PC1 > -0.7021728
    PC2 > 2.231518
    PC3 <= 1.640775
    PC8 <= 0.1548424
    PC11 <= -0.07391348
    PC15 > -1.336541
    PC18 <= 0.4389784
    PC43 > -0.5820352
    ->  class 0\|3  [0.941]

Rule 14/64: (13.8, lift 10.7)
    PC18 <= 0.4389784
    PC27 <= -10.22418
    ->  class 0\|3  [0.937]

Rule 14/65: (174/11.1, lift 10.7)
    PC2 > 3.01263
    PC3 <= 1.640775
    PC6 <= 0.09129588
    PC18 <= -2.173107
    PC28 > -3.304819
    PC31 > -0.1969399
    PC32 > -1.343781
    PC33 <= 4.219078
    PC41 <= 0.5376706
    PC46 > -1.323879
    PC51 <= 0.6755637
    PC55 > 0.01896471
    PC76 <= 0.7086684
    PC78 <= 2.983765
    ->  class 0\|3  [0.931]

Rule 14/66: (133.7/8.6, lift 10.7)
    PC18 > -2.173107
    PC18 <= -1.049598
    PC20 <= -2.708093
    PC46 > -1.323879
    PC80 <= 0.3431931
    ->  class 0\|3  [0.929]

Rule 14/67: (37.4/1.8, lift 10.7)
    PC2 > 2.231518
    PC18 > 0.4389784
    PC83 <= -4.343067
    ->  class 0\|3  [0.929]

Rule 14/68: (10.9, lift 10.6)
    PC3 <= -6.363471
    PC18 <= -1.049598
    ->  class 0\|3  [0.922]

Rule 14/69: (10.4, lift 10.5)
    PC15 > -0.5248966
    PC16 > -0.5220455
    PC18 <= -1.049598
    PC41 > 0.3011189
    PC46 > -1.323879
    PC78 <= 2.983765
    ->  class 0\|3  [0.919]

Rule 14/70: (9.3, lift 10.5)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC13 > -0.3535447
    PC46 <= -1.323879
    PC87 <= -1.711336
    ->  class 0\|3  [0.911]

Rule 14/71: (19.8/1.1, lift 10.4)
    PC3 <= 1.640775
    PC15 > -0.5248966
    PC16 > -0.5220455
    PC18 > -2.173107
    PC18 <= -1.049598
    PC31 > -0.1969399
    PC68 <= -0.4171253
    PC78 <= 2.983765
    ->  class 0\|3  [0.906]

Rule 14/72: (16.2/0.8, lift 10.4)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC14 <= 0.7522203
    PC18 <= 0.4389784
    PC31 <= -0.1969399
    PC32 > -1.093292
    PC46 > -1.323879
    PC60 > 0.7233709
    PC78 <= 2.983765
    PC91 > -0.737647
    PC94 <= 0.2104495
    ->  class 0\|3  [0.903]

Rule 14/73: (6.7, lift 10.1)
    PC2 > 2.231518
    PC4 > -7.711169
    PC18 <= -1.049598
    PC31 <= -0.1969399
    PC85 > 1.066327
    PC94 > 0.2104495
    ->  class 0\|3  [0.885]

Rule 14/74: (5.8, lift 10.0)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC16 <= -0.6562719
    PC18 <= 0.4389784
    PC31 <= -0.1969399
    PC94 > 0.2104495
    ->  class 0\|3  [0.872]

Rule 14/75: (5.4, lift 9.9)
    PC2 > 2.231518
    PC10 <= -1.226144
    PC18 > -1.049598
    PC18 <= 0.4389784
    PC37 > 1.807821
    ->  class 0\|3  [0.865]

Rule 14/76: (26.4/3.1, lift 9.8)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC18 > -1.049598
    PC18 <= 0.4389784
    PC43 > -0.5820352
    PC55 <= 0.7094115
    PC67 <= -0.3731171
    ->  class 0\|3  [0.855]

Rule 14/77: (436.1/66.3, lift 9.7)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC7 > -0.6673179
    PC15 <= -0.5248966
    PC17 > -2.90397
    PC18 <= -1.049598
    PC31 > -0.1969399
    PC99 <= 2.508351
    ->  class 0\|3  [0.846]

Rule 14/78: (78.1/13.1, lift 9.4)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC10 > -1.226144
    PC16 > 0.8644042
    PC18 > -1.049598
    PC18 <= 0.4389784
    PC46 > -1.323879
    ->  class 0\|3  [0.824]

Rule 14/79: (58.2/11.3, lift 9.1)
    PC2 > 2.231518
    PC4 > -7.711169
    PC18 <= -1.049598
    PC31 <= -0.1969399
    PC32 > -1.093292
    PC78 <= 2.983765
    PC91 <= -0.737647
    PC94 <= 0.2104495
    ->  class 0\|3  [0.796]

Rule 14/80: (37/7.8, lift 8.9)
    PC2 > 2.231518
    PC10 > -1.226144
    PC18 > -1.049598
    PC18 <= 0.4389784
    PC36 > 1.656734
    PC43 > -0.5820352
    PC55 <= 0.7094115
    ->  class 0\|3  [0.775]

Rule 14/81: (44.3/9.6, lift 8.8)
    PC10 <= -3.006818
    PC16 > -0.5220455
    PC18 <= -1.049598
    PC20 > -2.708093
    PC31 > -0.1969399
    PC33 > -1.311618
    PC68 > -0.4171253
    ->  class 0\|3  [0.771]

Rule 14/82: (72.2/20.1, lift 8.2)
    PC3 > -3.600785
    PC13 > 6.717022
    PC93 > -0.2139362
    ->  class 0\|3  [0.716]

Rule 14/83: (101, lift 23.2)
    PC2 <= 2.231518
    PC4 > 0.2128084
    PC6 <= -1.598224
    PC11 <= -0.8052899
    PC68 <= 1.01486
    ->  class 1\|0  [0.990]

Rule 14/84: (86.7/0.5, lift 23.0)
    PC2 > 2.231518
    PC3 > 1.640775
    PC24 > -0.7047036
    PC51 > -0.1581423
    PC65 > 0.002032522
    PC94 <= 0.2254357
    PC96 > 0.5008169
    ->  class 1\|0  [0.983]

Rule 14/85: (91.8/1.8, lift 22.7)
    PC2 > 2.231518
    PC3 > 1.640775
    PC8 > -3.690164
    PC18 <= 0.7419922
    PC20 > -0.4276623
    PC51 > -0.1581423
    PC62 <= -1.092129
    PC86 > -2.205777
    ->  class 1\|0  [0.970]

Rule 14/86: (26.1/1.9, lift 21.0)
    PC2 > 2.231518
    PC3 > 1.640775
    PC12 <= -0.9059862
    PC24 > -0.7047036
    PC51 > -0.1581423
    PC62 > -1.092129
    PC94 <= 0.2254357
    ->  class 1\|0  [0.895]

Rule 14/87: (47.5/7.2, lift 19.6)
    PC1 > -0.430681
    PC12 > 2.572353
    PC93 > 0.4696502
    ->  class 1\|0  [0.835]

Rule 14/88: (1099.3/569.5, lift 11.3)
    PC1 > -0.430681
    PC6 > -1.598224
    PC11 <= 1.372363
    PC16 <= -0.07729314
    PC64 > -0.9639336
    ->  class 1\|0  [0.482]

Rule 14/89: (198.1, lift 15.3)
    PC1 > -0.430681
    PC6 > -1.598224
    PC12 > 2.572353
    PC15 > -3.145281
    PC25 <= 0.4993612
    PC62 > -0.2572035
    PC70 > -0.3546603
    PC93 <= 0.4696502
    PC94 > -0.1856826
    ->  class 1\|1  [0.995]

Rule 14/90: (82.7, lift 15.2)
    PC1 > 8.935013
    PC6 <= -1.598224
    PC11 > -0.8052899
    PC21 <= 0.9767466
    PC71 > -0.8529861
    ->  class 1\|1  [0.988]

Rule 14/91: (80.6/0.7, lift 15.0)
    PC1 > -0.430681
    PC2 <= 2.231518
    PC10 > -0.7928229
    PC16 <= -0.07729314
    PC25 <= 0.4993612
    PC30 <= -0.5911902
    PC69 > -0.5664855
    PC93 > -0.966688
    PC99 <= 1.613746
    ->  class 1\|1  [0.980]

Rule 14/92: (44.6, lift 15.0)
    PC1 > 8.935013
    PC4 <= 0.2128084
    PC6 <= -1.598224
    PC10 > -0.7928229
    PC71 > -0.8529861
    ->  class 1\|1  [0.979]

Rule 14/93: (42.2, lift 15.0)
    PC1 > 8.935013
    PC6 <= -1.598224
    PC10 > -0.7928229
    PC68 > 1.01486
    PC71 > -0.8529861
    ->  class 1\|1  [0.977]

Rule 14/94: (244.8/4.6, lift 15.0)
    PC1 > -0.1217223
    PC2 <= 2.231518
    PC6 > -1.598224
    PC10 > -0.1625412
    PC11 <= 1.372363
    PC12 <= 2.572353
    PC15 > -3.145281
    PC16 <= -0.07729314
    PC21 <= 0.9767466
    PC25 <= 0.4993612
    PC60 <= 2.042088
    PC64 > -0.9639336
    PC69 > -0.5664855
    PC71 > -0.8529861
    PC77 > -1.123795
    PC99 <= 1.613746
    ->  class 1\|1  [0.977]

Rule 14/95: (155.5/3.1, lift 15.0)
    PC1 > -0.1217223
    PC2 <= 2.231518
    PC11 <= 1.372363
    PC12 <= 2.572353
    PC15 > -3.145281
    PC16 <= -0.07729314
    PC21 <= 0.9767466
    PC25 <= 0.4993612
    PC64 > -0.9639336
    PC69 > -0.5664855
    PC93 > -0.966688
    PC99 <= 1.613746
    PC100 <= -0.232469
    ->  class 1\|1  [0.974]

Rule 14/96: (29.3, lift 14.9)
    PC2 > 2.231518
    PC8 <= -3.690164
    PC51 > -0.1581423
    ->  class 1\|1  [0.968]

Rule 14/97: (5.6, lift 13.3)
    PC2 > 2.231518
    PC3 > 1.640775
    PC15 > 0.5260351
    PC50 <= -0.2888131
    ->  class 1\|1  [0.868]

Rule 14/98: (70.5/10.7, lift 12.9)
    PC1 > -0.430681
    PC10 > -0.7928229
    PC11 > 1.372363
    PC16 <= -0.07729314
    PC21 <= 0.9767466
    PC51 <= -0.05528415
    ->  class 1\|1  [0.838]

Rule 14/99: (101.6/18.1, lift 12.5)
    PC2 > 2.231518
    PC3 > 1.640775
    PC12 <= 0.6802044
    PC20 <= -0.4276623
    PC50 > -0.2888131
    PC51 > -0.1581423
    PC96 <= 0.5008169
    ->  class 1\|1  [0.816]

Rule 14/100: (8.9/1.9, lift 11.3)
    PC2 <= 2.231518
    PC10 > -0.7928229
    PC14 > -1.364102
    PC21 <= 0.9767466
    PC25 > 0.4504895
    PC25 <= 0.4993612
    PC77 > -0.1718407
    ->  class 1\|1  [0.733]

Rule 14/101: (21.6/5.8, lift 11.0)
    PC1 > -0.430681
    PC2 <= 2.231518
    PC10 > -0.7928229
    PC15 <= -3.145281
    PC20 > -0.6258913
    PC79 <= -0.09170431
    PC90 <= 0.1634453
    ->  class 1\|1  [0.714]

Rule 14/102: (79.2/30.8, lift 9.4)
    PC1 > -0.1217223
    PC2 <= 2.231518
    PC16 > -0.07729314
    PC21 <= 0.9767466
    PC71 > -0.8529861
    PC77 <= -0.1718407
    PC79 > 0.1737078
    ->  class 1\|1  [0.609]

Rule 14/103: (24.3/11.9, lift 7.8)
    PC1 > -0.430681
    PC1 <= -0.1217223
    PC2 <= 2.231518
    PC8 > -0.3336635
    PC12 <= 0.02317866
    ->  class 1\|1  [0.508]

Rule 14/104: (1314/713, lift 7.0)
    PC2 > 2.231518
    PC3 > 1.640775
    ->  class 1\|1  [0.457]

Rule 14/105: (115.1, lift 16.8)
    PC1 > 1.57334
    PC6 > -1.598224
    PC12 <= 2.572353
    PC14 <= 0.6186817
    PC16 > -0.07729314
    PC25 <= 0.4993612
    PC47 > 0.6476178
    ->  class 1\|2  [0.991]

Rule 14/106: (109.2/0.3, lift 16.7)
    PC1 > -0.1217223
    PC2 <= 2.231518
    PC3 > 0.2923115
    PC16 > -0.07729314
    PC21 <= 0.9767466
    PC71 > -0.8529861
    PC77 <= -0.1718407
    PC79 <= 0.1737078
    ->  class 1\|2  [0.988]

Rule 14/107: (68.9, lift 16.7)
    PC3 > 9.530685
    PC15 <= 0.5260351
    PC50 <= -0.2888131
    ->  class 1\|2  [0.986]

Rule 14/108: (61.9/0.1, lift 16.6)
    PC1 > -0.1217223
    PC6 > -1.598224
    PC16 > -0.07729314
    PC25 <= 0.4993612
    PC77 > -0.1718407
    PC97 <= -0.708321
    ->  class 1\|2  [0.982]

Rule 14/109: (110.5/1.1, lift 16.6)
    PC2 <= 2.231518
    PC3 > 0.2923115
    PC7 > 1.051587
    PC14 <= 0.6186817
    PC16 > -0.07729314
    PC71 > -0.8529861
    ->  class 1\|2  [0.981]

Rule 14/110: (48.2, lift 16.6)
    PC2 > 2.231518
    PC3 > 1.640775
    PC16 > 1.018967
    PC50 > -0.2888131
    PC51 <= -0.1581423
    ->  class 1\|2  [0.980]

Rule 14/111: (116.8/1.6, lift 16.5)
    PC1 > -0.1217223
    PC2 <= 2.231518
    PC3 > 0.2923115
    PC6 > -1.598224
    PC14 <= 0.6186817
    PC16 > -0.07729314
    PC22 <= 4.343655
    PC25 <= 0.4993612
    PC41 <= 0.5187478
    PC43 > 0.2056438
    PC97 > -0.708321
    ->  class 1\|2  [0.978]

Rule 14/112: (44, lift 16.5)
    PC1 > -0.430681
    PC6 > -1.598224
    PC21 <= 0.9767466
    PC22 > 4.343655
    PC100 <= 0.5561683
    ->  class 1\|2  [0.978]

Rule 14/113: (54.1/0.2, lift 16.5)
    PC1 > -0.1217223
    PC3 > 0.2923115
    PC6 > -1.598224
    PC16 > -0.07729314
    PC25 <= 0.4993612
    PC61 <= 0.7707137
    PC71 > -0.8529861
    PC88 > 0.1802743
    ->  class 1\|2  [0.978]

Rule 14/114: (33.2, lift 16.4)
    PC1 > -0.1217223
    PC3 > 0.2923115
    PC6 > -1.598224
    PC7 <= 1.538123
    PC16 > -0.07729314
    PC61 > 0.7707137
    PC97 > -0.708321
    ->  class 1\|2  [0.972]

Rule 14/115: (32.5, lift 16.4)
    PC2 > 2.231518
    PC3 > 1.640775
    PC44 <= -0.4724955
    PC50 > -0.2888131
    PC51 <= -0.1581423
    ->  class 1\|2  [0.971]

Rule 14/116: (27.5, lift 16.3)
    PC1 > -0.430681
    PC1 <= -0.1217223
    PC8 <= -0.3336635
    PC41 > 0.9981751
    ->  class 1\|2  [0.966]

Rule 14/117: (196.1/5.8, lift 16.3)
    PC1 > -0.430681
    PC6 > -1.598224
    PC10 > -0.7928229
    PC11 > 1.372363
    PC16 <= -0.07729314
    PC21 <= 0.9767466
    PC48 <= 0.6017203
    PC49 > -1.949992
    PC51 > -0.05528415
    PC71 > -0.8529861
    ->  class 1\|2  [0.966]

Rule 14/118: (76.4/2, lift 16.3)
    PC2 > 2.231518
    PC3 > 1.640775
    PC8 > -0.5584073
    PC38 <= 0.1253416
    PC50 <= -0.2888131
    PC62 > -0.6587158
    PC84 > -0.1992831
    ->  class 1\|2  [0.962]

Rule 14/119: (22.2, lift 16.2)
    PC1 > -0.1217223
    PC6 > -1.598224
    PC11 <= 1.372363
    PC12 <= 2.572353
    PC16 <= -0.07729314
    PC64 <= -0.9639336
    ->  class 1\|2  [0.959]

Rule 14/120: (35.5/0.6, lift 16.2)
    PC2 > 2.231518
    PC3 > 1.640775
    PC50 <= -0.2888131
    PC80 > 0.4327551
    ->  class 1\|2  [0.959]

Rule 14/121: (21.6, lift 16.2)
    PC2 > 2.231518
    PC3 > 1.640775
    PC24 > 0.7307314
    PC38 > 0.1253416
    PC50 <= -0.2888131
    ->  class 1\|2  [0.958]

Rule 14/122: (136.7/5.4, lift 16.1)
    PC3 > 0.2923115
    PC6 > -1.598224
    PC12 <= 2.572353
    PC14 <= 0.6186817
    PC16 > -0.07729314
    PC35 > -0.2454243
    PC41 <= 0.5187478
    PC71 > -0.8529861
    PC100 > 0.5561683
    ->  class 1\|2  [0.954]

Rule 14/123: (18.3, lift 16.1)
    PC1 > -0.1217223
    PC10 > -0.7928229
    PC11 <= 1.372363
    PC15 > -3.145281
    PC77 <= -1.123795
    ->  class 1\|2  [0.951]

Rule 14/124: (54.1/2.4, lift 15.9)
    PC1 > -0.430681
    PC2 > -1.778828
    PC2 <= 2.231518
    PC15 > -3.145281
    PC71 <= -0.8529861
    PC80 > -1.360059
    ->  class 1\|2  [0.939]

Rule 14/125: (17.8/0.3, lift 15.8)
    PC2 > 2.231518
    PC6 <= -4.994674
    PC24 <= 0.7307314
    PC50 <= -0.2888131
    ->  class 1\|2  [0.935]

Rule 14/126: (90/6.4, lift 15.6)
    PC10 <= -0.7928229
    PC14 > 2.179951
    PC19 <= -1.521262
    ->  class 1\|2  [0.920]

Rule 14/127: (145.9/12, lift 15.4)
    PC1 > -0.430681
    PC3 <= 0.2923115
    PC6 > -1.598224
    PC19 <= -1.694885
    PC21 <= 0.9767466
    ->  class 1\|2  [0.912]

Rule 14/128: (8.6, lift 15.3)
    PC2 > 2.231518
    PC3 > 1.640775
    PC50 <= -0.2888131
    PC74 <= -1.942143
    ->  class 1\|2  [0.906]

Rule 14/129: (81/11.5, lift 14.4)
    PC1 > -0.430681
    PC6 > -1.598224
    PC15 > -3.145281
    PC21 <= 0.9767466
    PC25 <= 0.4993612
    PC69 > -0.5664855
    PC99 > 1.613746
    ->  class 1\|2  [0.849]

Rule 14/130: (34.3/5.1, lift 14.0)
    PC1 > -0.430681
    PC2 <= 2.231518
    PC10 > -0.7928229
    PC12 <= 2.572353
    PC34 > 0.108517
    PC47 > 0.6476178
    PC69 <= -0.4354669
    ->  class 1\|2  [0.831]

Rule 14/131: (179.5/0.8, lift 18.5)
    PC2 > 2.231518
    PC3 > 1.640775
    PC3 <= 9.530685
    PC6 > -4.994674
    PC24 <= 0.7307314
    PC38 > 0.1253416
    PC50 <= -0.2888131
    PC74 > -1.942143
    PC80 <= 0.4327551
    ->  class 1\|3  [0.990]

Rule 14/132: (76, lift 18.4)
    PC2 > 2.231518
    PC3 > 1.640775
    PC3 <= 9.530685
    PC8 <= -0.5584073
    PC50 <= -0.2888131
    PC84 > -0.1992831
    ->  class 1\|3  [0.987]

Rule 14/133: (37, lift 18.2)
    PC2 <= 2.231518
    PC10 <= -0.7928229
    PC14 <= 2.179951
    PC19 <= -1.521262
    ->  class 1\|3  [0.974]

Rule 14/134: (21.6, lift 17.9)
    PC1 > -0.430681
    PC1 <= -0.1217223
    PC2 <= 2.231518
    PC12 > 0.02317866
    PC23 <= -0.4889676
    PC46 <= 0.4744146
    ->  class 1\|3  [0.958]

Rule 14/135: (20.9, lift 17.8)
    PC2 > 2.231518
    PC3 > 1.640775
    PC3 <= 9.530685
    PC38 <= 0.1253416
    PC50 <= -0.2888131
    PC80 <= 0.4327551
    PC84 <= -0.1992831
    ->  class 1\|3  [0.954]

Rule 14/136: (24.3/1.5, lift 16.9)
    PC2 > 2.231518
    PC3 > 1.640775
    PC3 <= 9.530685
    PC38 <= 0.1253416
    PC50 <= -0.2888131
    PC62 <= -0.6587158
    PC80 <= 0.4327551
    ->  class 1\|3  [0.905]

Rule 14/137: (4.6, lift 15.8)
    PC1 > -0.430681
    PC2 > -1.778828
    PC2 <= 2.231518
    PC35 <= 0.7632142
    PC71 <= -0.8529861
    PC80 <= -1.360059
    ->  class 1\|3  [0.848]

Rule 14/138: (36.1/10.8, lift 12.9)
    PC1 > -0.430681
    PC10 > -0.7928229
    PC15 <= -3.145281
    PC20 <= -0.6258913
    ->  class 1\|3  [0.691]

Rule 14/139: (44.8/20.2, lift 10.2)
    PC1 > -0.430681
    PC2 <= 2.231518
    PC11 <= 1.372363
    PC16 > -2.495475
    PC16 <= -0.07729314
    PC25 <= 0.4993612
    PC69 <= -0.5664855
    PC93 > -0.966688
    ->  class 1\|3  [0.548]

Rule 14/140: (5010.6/3982.9, lift 3.8)
    PC1 > -0.430681
    PC10 > -0.7928229
    ->  class 1\|3  [0.205]

Rule 14/141: (45.6, lift 13.7)
    PC1 > -0.1217223
    PC14 <= 1.227332
    PC15 > -3.145281
    PC16 > -1.10357
    PC21 > 0.9767466
    PC63 <= 0.03309365
    ->  class 2\|0  [0.979]

Rule 14/142: (155/2.8, lift 13.6)
    PC6 <= 3.12769
    PC8 > 2.291764
    PC11 > -0.6486088
    PC21 > -0.2499169
    PC40 > 0.6086974
    PC65 > -1.063689
    ->  class 2\|0  [0.976]

Rule 14/143: (184.7/3.8, lift 13.6)
    PC6 <= 3.12769
    PC8 > 2.291764
    PC12 > -0.9555694
    PC15 <= -1.403608
    PC21 > -0.2499169
    ->  class 2\|0  [0.974]

Rule 14/144: (55.5/0.5, lift 13.6)
    PC8 > 2.291764
    PC11 > -0.6486088
    PC12 > -0.9555694
    PC12 <= 2.148535
    PC15 > -1.403608
    PC42 > -0.2828892
    PC92 > -0.1375028
    PC97 > 0.1859794
    ->  class 2\|0  [0.974]

Rule 14/145: (205.5/4.7, lift 13.6)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC8 > -0.2273773
    PC10 <= -0.1698292
    PC12 > -0.9480676
    PC32 > 1.055421
    PC36 <= 0.3500793
    ->  class 2\|0  [0.972]

Rule 14/146: (77.1/1.5, lift 13.5)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC11 > -0.6486088
    PC12 > -0.9555694
    PC21 > -0.2499169
    PC41 <= -0.8789046
    PC63 > -0.1388101
    ->  class 2\|0  [0.968]

Rule 14/147: (100.3/2.7, lift 13.5)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC11 > -0.6486088
    PC18 <= 0.05968561
    PC21 > -0.02493808
    PC21 <= 0.9632134
    PC54 > -1.3873
    PC63 <= -0.1388101
    ->  class 2\|0  [0.964]

Rule 14/148: (21.2, lift 13.4)
    PC6 <= 3.12769
    PC8 > 2.291764
    PC15 <= -2.168288
    PC21 > -0.2499169
    ->  class 2\|0  [0.957]

Rule 14/149: (30.7/0.4, lift 13.4)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC14 <= -1.79208
    PC21 > -0.2499169
    PC21 <= 0.9632134
    ->  class 2\|0  [0.956]

Rule 14/150: (577.9/26.3, lift 13.3)
    PC8 > 2.291764
    PC11 > -0.6486088
    PC12 > -0.9555694
    PC19 <= 1.182608
    PC21 > 0.9632134
    PC30 <= 0.4648861
    PC52 <= 0.232839
    PC65 > -1.063689
    ->  class 2\|0  [0.953]

Rule 14/151: (15.7/1, lift 12.4)
    PC8 > 2.291764
    PC11 > -0.6486088
    PC12 <= -0.9555694
    PC21 > -0.2499169
    PC44 <= -1.986169
    ->  class 2\|0  [0.885]

Rule 14/152: (8.8/0.5, lift 12.0)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC11 <= -0.6486088
    PC20 <= -0.1617082
    ->  class 2\|0  [0.857]

Rule 14/153: (285.6/49.5, lift 11.5)
    PC1 <= -0.430681
    PC8 > 1.038494
    PC10 <= -0.05435297
    PC50 > -1.018825
    PC55 <= -0.4142127
    ->  class 2\|0  [0.824]

Rule 14/154: (1736.7/859.8, lift 7.1)
    PC1 <= -0.1217223
    PC2 <= 2.231518
    PC8 > -0.3336635
    PC12 > 0.02317866
    PC46 <= 0.4744146
    ->  class 2\|0  [0.505]

Rule 14/155: (108.5, lift 10.3)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC11 <= -0.6486088
    PC20 > -0.1617082
    ->  class 2\|1  [0.991]

Rule 14/156: (98.1, lift 10.2)
    PC1 <= -0.430681
    PC8 > 1.038494
    PC8 <= 2.291764
    PC10 > -0.05435297
    PC50 > -1.018825
    PC55 <= -0.4142127
    PC56 > -0.945713
    PC83 > -0.4539577
    ->  class 2\|1  [0.990]

Rule 14/157: (85.4, lift 10.2)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC8 > -0.2273773
    PC8 <= 2.291764
    PC10 > -0.1698292
    PC32 > 1.055421
    PC48 > -1.170692
    ->  class 2\|1  [0.988]

Rule 14/158: (140/0.7, lift 10.2)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC12 <= -0.9555694
    PC15 > -2.168288
    PC40 <= 0.6086974
    PC44 > -1.986169
    PC77 > -0.4149824
    ->  class 2\|1  [0.988]

Rule 14/159: (273.8/2.6, lift 10.2)
    PC1 <= -0.430681
    PC8 > 1.038494
    PC8 <= 2.291764
    PC20 <= 0.1833078
    PC32 <= 1.055421
    PC51 <= 0.5668929
    PC55 > -0.4142127
    PC81 <= 0.04407357
    ->  class 2\|1  [0.987]

Rule 14/160: (111.5/0.4, lift 10.2)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC19 > 1.182608
    ->  class 2\|1  [0.987]

Rule 14/161: (85.7/0.4, lift 10.2)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC8 > -0.2273773
    PC8 <= 1.038494
    PC9 > -2.83212
    PC21 > -1.936484
    PC24 <= 0.7927559
    PC32 <= 1.055421
    PC35 > 0.4560492
    PC44 <= 0.6155598
    PC63 <= 0.1249821
    PC69 <= 0.2370454
    PC70 <= 0.2355512
    PC85 > -1.763819
    PC90 > -0.934253
    ->  class 2\|1  [0.984]

Rule 14/162: (122.2/1, lift 10.2)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC12 <= 2.148535
    PC21 > -0.2499169
    PC21 <= 0.9632134
    PC42 <= -0.2828892
    PC63 > -0.1388101
    ->  class 2\|1  [0.984]

Rule 14/163: (57.4, lift 10.2)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC15 > -1.403608
    PC18 > 0.05968561
    PC21 <= 0.9632134
    PC94 > -0.7367196
    ->  class 2\|1  [0.983]

Rule 14/164: (54.9, lift 10.2)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC8 > -0.2273773
    PC8 <= 2.291764
    PC20 <= -0.2070207
    PC63 > 0.1249821
    ->  class 2\|1  [0.982]

Rule 14/165: (50, lift 10.1)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC8 > -0.2273773
    PC8 <= 2.291764
    PC12 <= -0.9480676
    PC32 > 1.055421
    PC48 > -1.170692
    ->  class 2\|1  [0.980]

Rule 14/166: (41.2, lift 10.1)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC8 > -0.2273773
    PC8 <= 2.291764
    PC32 > 1.055421
    PC36 > 0.3500793
    PC48 > -1.170692
    ->  class 2\|1  [0.976]

Rule 14/167: (188.7/3.7, lift 10.1)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC8 > -0.2273773
    PC8 <= 2.291764
    PC9 > -2.83212
    PC22 > -1.075893
    PC24 <= 0.1929826
    PC31 <= 1.34796
    PC32 <= 1.055421
    PC35 <= 0.4560492
    PC37 <= 0.5893441
    PC40 > -1.170312
    PC43 <= 0.8205902
    PC44 <= 0.6155598
    PC52 > -0.06552269
    PC59 > -0.550124
    PC63 <= 0.1249821
    PC69 <= 0.2370454
    PC70 <= 0.2355512
    PC85 > -1.763819
    PC90 > -0.934253
    ->  class 2\|1  [0.975]

Rule 14/168: (279.6/5.9, lift 10.1)
    PC1 <= -0.430681
    PC6 > -3.280354
    PC8 > 1.038494
    PC8 <= 2.291764
    PC20 <= 0.1833078
    PC32 <= 1.055421
    PC43 > -1.310248
    PC55 > -0.4023114
    PC57 > -0.4959777
    ->  class 2\|1  [0.975]

Rule 14/169: (35.7, lift 10.1)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC5 > 1.610816
    PC8 > -0.2273773
    PC24 <= 0.7927559
    PC63 > 0.1249821
    ->  class 2\|1  [0.973]

Rule 14/170: (34.8, lift 10.1)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC8 > -0.2273773
    PC21 > 0.9632134
    PC30 > 0.4648861
    PC65 > -1.063689
    ->  class 2\|1  [0.973]

Rule 14/171: (84.4/1.4, lift 10.1)
    PC1 <= -0.430681
    PC8 > 1.038494
    PC8 <= 2.291764
    PC10 <= 0.8309813
    PC20 > 0.1833078
    PC72 <= -0.1949816
    PC91 <= 0.2342463
    ->  class 2\|1  [0.972]

Rule 14/172: (34.2, lift 10.1)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC8 > -2.525567
    PC22 > 1.262926
    PC54 <= -2.285619
    PC57 > -0.07739355
    ->  class 2\|1  [0.972]

Rule 14/173: (30.7, lift 10.0)
    PC1 <= -0.430681
    PC6 > 3.12769
    PC8 > -0.2273773
    PC11 > -0.6486088
    ->  class 2\|1  [0.969]

Rule 14/174: (29.5, lift 10.0)
    PC1 <= -0.430681
    PC8 > 1.038494
    PC20 > 0.1833078
    PC26 > 2.148885
    ->  class 2\|1  [0.968]

Rule 14/175: (20.7, lift 9.9)
    PC2 > -1.025067
    PC2 <= 2.231518
    PC4 <= 0.2742404
    PC5 <= 1.610816
    PC8 > -0.2273773
    PC20 > -0.2070207
    PC32 <= 1.055421
    PC63 > 0.1249821
    ->  class 2\|1  [0.956]

Rule 14/176: (18, lift 9.8)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC65 <= -1.063689
    ->  class 2\|1  [0.950]

Rule 14/177: (14.2, lift 9.7)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC21 > 0.9632134
    PC52 > 0.232839
    ->  class 2\|1  [0.938]

Rule 14/178: (13.4, lift 9.7)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC8 > -2.525567
    PC8 <= -0.2273773
    PC22 <= 1.262926
    PC53 <= -0.8779435
    PC68 <= -1.312514
    ->  class 2\|1  [0.933]

Rule 14/179: (56.1/3.3, lift 9.6)
    PC1 <= -0.430681
    PC2 <= -1.025067
    PC8 > -0.2273773
    PC32 <= 1.055421
    PC37 > 0.3289786
    PC63 > 0.1249821
    ->  class 2\|1  [0.926]

Rule 14/180: (35.8/2.3, lift 9.4)
    PC1 > -0.430681
    PC2 <= -1.778828
    PC15 > -0.5942436
    PC33 > 0.2025447
    PC71 <= -0.8529861
    ->  class 2\|1  [0.912]

Rule 14/181: (52.9/5.5, lift 9.1)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC3 <= -1.661317
    PC57 <= -0.07739355
    ->  class 2\|1  [0.882]

Rule 14/182: (112.2/15.2, lift 8.9)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC3 <= -0.2783612
    PC8 > -0.2273773
    PC8 <= 2.291764
    PC24 <= 0.7927559
    PC32 <= 1.055421
    PC63 > 0.1249821
    PC84 > 0.1600173
    ->  class 2\|1  [0.858]

Rule 14/183: (158.8/23.4, lift 8.8)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC21 <= -0.2499169
    ->  class 2\|1  [0.848]

Rule 14/184: (64.4/11.8, lift 8.3)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC8 > -0.2273773
    PC8 <= 1.038494
    PC59 <= -0.5726308
    ->  class 2\|1  [0.807]

Rule 14/185: (42.8/7.7, lift 8.3)
    PC1 > -0.430681
    PC10 > -0.7928229
    PC14 <= 1.227332
    PC16 > -1.10357
    PC21 > 0.9767466
    PC63 > 0.03309365
    ->  class 2\|1  [0.807]

Rule 14/186: (11.2/1.6, lift 8.3)
    PC1 > -0.430681
    PC1 <= -0.1217223
    PC2 <= 2.231518
    PC8 > -0.3336635
    PC12 > 0.02317866
    PC46 > 0.4744146
    ->  class 2\|1  [0.800]

Rule 14/187: (512.8/165.2, lift 7.0)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC15 > -1.403608
    PC21 <= 0.9632134
    ->  class 2\|1  [0.677]

Rule 14/188: (100.1/43.1, lift 5.9)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC8 > -2.525567
    PC19 > -3.430161
    PC32 <= 1.917393
    PC57 <= -0.07739355
    PC59 <= -0.200079
    ->  class 2\|1  [0.568]

Rule 14/189: (27.2/13, lift 5.4)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC8 > -2.525567
    PC8 <= -0.2273773
    PC100 > 3.246085
    ->  class 2\|1  [0.520]

Rule 14/190: (116.1, lift 11.4)
    PC8 > -2.525567
    PC8 <= -0.2273773
    PC19 > 3.164775
    PC35 <= 0.7572067
    PC48 > -0.3538978
    PC55 > -0.7737864
    PC74 <= 0.2733307
    ->  class 2\|2  [0.992]

Rule 14/191: (68.4, lift 11.4)
    PC2 <= 2.231518
    PC3 > -1.661317
    PC6 <= 6.94979
    PC8 > -2.525567
    PC8 <= -0.2273773
    PC43 <= -0.570988
    PC59 > -0.200079
    PC60 <= -0.03329378
    PC64 <= -0.1138732
    ->  class 2\|2  [0.986]

Rule 14/192: (68.8, lift 11.4)
    PC1 <= -0.430681
    PC8 > -2.525567
    PC8 <= -0.2273773
    PC26 > 2.163954
    PC35 <= 0.7572067
    PC45 > 0.07304482
    PC55 > -0.7737864
    PC57 > -0.07739355
    PC65 <= 0.9277187
    PC90 <= 0.3962155
    ->  class 2\|2  [0.986]

Rule 14/193: (53.8, lift 11.3)
    PC2 <= 2.231518
    PC8 > -2.525567
    PC8 <= -0.2273773
    PC19 > -3.430161
    PC22 <= 1.262926
    PC29 <= 0.2790949
    PC40 <= -0.8524686
    PC43 > -1.512464
    PC55 > -0.7737864
    PC65 <= 0.9277187
    PC68 > -1.312514
    ->  class 2\|2  [0.982]

Rule 14/194: (160.5/3.1, lift 11.2)
    PC1 <= -0.430681
    PC2 <= -1.984374
    PC8 > -2.525567
    PC8 <= -0.2273773
    PC29 <= 0.2790949
    PC35 <= 0.7572067
    PC40 > -0.8524686
    PC41 <= 0.5989982
    PC46 > -0.5355112
    PC55 > -0.7737864
    PC63 > 0.1465484
    PC80 <= 0.6240273
    ->  class 2\|2  [0.975]

Rule 14/195: (66.9/0.7, lift 11.2)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC8 <= -0.2273773
    PC20 > 0.6225557
    PC64 > -0.3519178
    ->  class 2\|2  [0.975]

Rule 14/196: (33.3, lift 11.2)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC8 > -0.2273773
    PC8 <= 1.038494
    PC22 <= -1.075893
    PC35 <= 0.4560492
    PC63 <= 0.1249821
    ->  class 2\|2  [0.972]

Rule 14/197: (37.2/0.2, lift 11.2)
    PC1 <= -0.430681
    PC2 <= -1.025067
    PC3 > -0.2783612
    PC8 > -0.2273773
    PC8 <= 1.038494
    PC20 > -0.2070207
    PC63 > 0.1249821
    PC84 > 0.1600173
    ->  class 2\|2  [0.969]

Rule 14/198: (30.3, lift 11.2)
    PC1 > -0.430681
    PC2 <= -1.778828
    PC15 > -0.5942436
    PC33 <= 0.2025447
    PC71 <= -0.8529861
    ->  class 2\|2  [0.969]

Rule 14/199: (26.1, lift 11.1)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC7 > 0.9057131
    PC8 <= -0.2273773
    PC55 > -0.7737864
    ->  class 2\|2  [0.964]

Rule 14/200: (25.9, lift 11.1)
    PC1 <= -0.430681
    PC2 <= -1.984374
    PC8 > -2.525567
    PC8 <= -0.2273773
    PC11 > 2.209999
    PC22 <= 1.262926
    PC26 <= 2.163954
    PC40 > -0.8524686
    PC46 > -0.5355112
    PC48 > -0.3538978
    PC55 > -0.7737864
    PC68 > -1.312514
    ->  class 2\|2  [0.964]

Rule 14/201: (367.4/13.4, lift 11.1)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC3 > -1.661317
    PC6 <= 6.94979
    PC8 > -2.525567
    PC8 <= -0.2273773
    PC19 > -3.430161
    PC32 <= 1.917393
    PC57 <= -0.07739355
    PC60 <= -0.03329378
    PC64 > -0.1138732
    ->  class 2\|2  [0.961]

Rule 14/202: (23.8, lift 11.1)
    PC2 <= 2.231518
    PC8 > -2.525567
    PC8 <= -0.2273773
    PC57 <= -0.07739355
    PC59 > -0.200079
    PC60 > -0.03329378
    PC62 > 0.5162581
    PC100 <= 3.246085
    ->  class 2\|2  [0.961]

Rule 14/203: (66/1.7, lift 11.1)
    PC1 <= -0.430681
    PC8 > 1.038494
    PC8 <= 2.291764
    PC20 > 0.1833078
    PC26 <= 2.148885
    PC32 <= 1.055421
    PC72 > -0.1949816
    PC77 <= -0.04017303
    ->  class 2\|2  [0.960]

Rule 14/204: (21.3, lift 11.0)
    PC8 > -2.525567
    PC8 <= -0.2273773
    PC22 <= 1.262926
    PC35 <= -3.07226
    PC78 <= 1.0271
    PC99 <= 1.238568
    ->  class 2\|2  [0.957]

Rule 14/205: (31/0.5, lift 11.0)
    PC1 <= -0.430681
    PC2 <= -1.984374
    PC8 > -2.525567
    PC8 <= -0.2273773
    PC26 <= 2.163954
    PC35 <= 0.7572067
    PC46 > -0.5355112
    PC57 > -0.07739355
    PC80 > 0.6240273
    PC100 <= 3.246085
    ->  class 2\|2  [0.955]

Rule 14/206: (27.8/0.7, lift 10.9)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC8 > -2.525567
    PC8 <= -0.2273773
    PC22 > 0.8115309
    PC22 <= 1.262926
    PC29 <= 0.2790949
    PC55 > -0.7737864
    PC57 > -0.07739355
    PC65 <= 0.9277187
    PC99 <= 1.238568
    ->  class 2\|2  [0.942]

Rule 14/207: (50.9/2.2, lift 10.8)
    PC2 <= -1.984374
    PC8 > -2.525567
    PC8 <= -0.2273773
    PC18 <= -0.0829753
    PC19 > -3.430161
    PC29 <= 0.2790949
    PC35 <= 0.7572067
    PC46 > -0.5355112
    PC48 > -0.3538978
    PC57 > -0.07739355
    ->  class 2\|2  [0.940]

Rule 14/208: (237.4/14.9, lift 10.8)
    PC1 <= -0.430681
    PC2 <= -1.025067
    PC5 <= 1.610816
    PC8 > -0.2273773
    PC8 <= 1.038494
    PC20 > -0.2070207
    PC32 <= 1.055421
    PC37 <= 0.3289786
    PC63 > 0.1249821
    PC84 <= 0.1600173
    ->  class 2\|2  [0.934]

Rule 14/209: (54.3/3.1, lift 10.7)
    PC2 <= 2.231518
    PC8 > -2.525567
    PC8 <= -0.2273773
    PC22 <= 1.262926
    PC35 <= 0.7572067
    PC65 <= 0.9277187
    PC78 > 1.0271
    PC99 <= 1.238568
    ->  class 2\|2  [0.927]

Rule 14/210: (34.1/1.7, lift 10.7)
    PC1 <= -0.430681
    PC6 > -3.280354
    PC8 > -0.2273773
    PC8 <= 1.038494
    PC31 > 1.34796
    PC32 <= 1.055421
    PC43 <= 0.8205902
    PC59 > -0.5726308
    PC69 <= 0.2370454
    PC85 > -1.763819
    ->  class 2\|2  [0.926]

Rule 14/211: (10.5, lift 10.6)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC8 > -0.2273773
    PC8 <= 1.038494
    PC32 <= 1.055421
    PC37 > 0.5893441
    PC63 <= 0.1249821
    PC69 <= 0.2370454
    ->  class 2\|2  [0.920]

Rule 14/212: (9.3, lift 10.5)
    PC1 > -0.430681
    PC1 <= -0.1217223
    PC2 <= 2.231518
    PC8 > -0.3336635
    PC12 > 0.02317866
    PC98 > 0.418293
    ->  class 2\|2  [0.912]

Rule 14/213: (99.5/10, lift 10.3)
    PC1 <= -0.430681
    PC2 <= -1.984374
    PC8 > -2.525567
    PC8 <= -0.2273773
    PC18 > -0.0829753
    PC22 <= 1.262926
    PC26 <= 2.163954
    PC35 <= 0.7572067
    PC41 > 0.5989982
    PC46 > -0.5355112
    PC48 > -0.3538978
    PC65 <= 0.9277187
    PC68 > -1.312514
    ->  class 2\|2  [0.891]

Rule 14/214: (6.8, lift 10.2)
    PC8 > -2.525567
    PC8 <= -0.2273773
    PC35 <= 0.7572067
    PC48 > -0.3538978
    PC48 <= -0.3529537
    ->  class 2\|2  [0.887]

Rule 14/215: (32.7/3.2, lift 10.1)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC8 > -2.525567
    PC14 > -0.05901208
    PC22 <= 1.262926
    PC29 > 0.2790949
    ->  class 2\|2  [0.880]

Rule 14/216: (21.5/2.3, lift 9.9)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC8 > -2.525567
    PC8 <= -0.2273773
    PC18 > -0.0829753
    PC46 > -0.5355112
    PC48 > -0.3538978
    PC54 > 1.343285
    ->  class 2\|2  [0.861]

Rule 14/217: (29.1/3.7, lift 9.8)
    PC1 <= -0.430681
    PC8 > -0.2273773
    PC8 <= 1.038494
    PC9 <= -2.83212
    PC32 <= 1.055421
    PC44 <= 0.6155598
    ->  class 2\|2  [0.849]

Rule 14/218: (27.6/3.6, lift 9.7)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC8 > -0.2273773
    PC8 <= 1.038494
    PC32 <= 1.055421
    PC43 <= 0.8205902
    PC63 <= 0.1249821
    PC70 > 0.2355512
    ->  class 2\|2  [0.845]

Rule 14/219: (35.4/6.4, lift 9.3)
    PC1 <= -0.430681
    PC8 <= -2.525567
    PC30 > 0.1059517
    PC70 > 0.1109551
    PC76 <= 0.28778
    ->  class 2\|2  [0.803]

Rule 14/220: (65.7/23.2, lift 7.4)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC6 > -3.280354
    PC8 > -0.2273773
    PC8 <= 1.038494
    PC32 <= 1.055421
    PC69 > 0.2370454
    PC85 > -1.763819
    ->  class 2\|2  [0.643]

Rule 14/221: (9305.6/7612.6, lift 2.1)
    PC1 <= -0.1217223
    PC2 <= 2.231518
    ->  class 2\|2  [0.182]

Rule 14/222: (14234.2/12605.5, lift 1.3)
    PC1 <= -0.430681
    ->  class 2\|2  [0.114]

Rule 14/223: (198.5, lift 8.5)
    PC1 <= -0.430681
    PC8 <= -2.525567
    PC19 > -2.39021
    PC36 <= 1.237872
    PC44 <= 2.923087
    PC70 > 0.1109551
    PC76 > 0.28778
    PC84 > -0.3684709
    ->  class 2\|3  [0.995]

Rule 14/224: (211.1/1, lift 8.4)
    PC1 <= -0.430681
    PC8 <= -2.525567
    PC19 > -1.787465
    PC28 <= 0.08862754
    PC70 <= 0.1109551
    PC96 > 0.290455
    ->  class 2\|3  [0.991]

Rule 14/225: (107.7, lift 8.4)
    PC1 <= -0.430681
    PC2 <= -1.984374
    PC8 > -2.525567
    PC8 <= -0.2273773
    PC26 <= 2.163954
    PC43 > -1.512464
    PC48 <= -0.3538978
    PC57 > -0.07739355
    PC78 <= 1.0271
    PC88 <= 0.5616017
    ->  class 2\|3  [0.991]

Rule 14/226: (327.1/2.2, lift 8.4)
    PC1 <= -0.430681
    PC8 <= -2.525567
    PC19 > -2.39021
    PC30 <= 0.1059517
    PC36 <= 1.237872
    PC44 <= 2.923087
    PC58 <= 0.8693962
    PC70 > 0.1109551
    ->  class 2\|3  [0.990]

Rule 14/227: (95.8, lift 8.4)
    PC2 <= 2.231518
    PC8 <= -2.525567
    PC19 > -3.430161
    PC20 <= 0.6225557
    PC21 <= 0.6625059
    PC41 <= 0.04395736
    PC44 <= 0.8522799
    PC70 <= 0.1109551
    PC88 > 0.1698803
    ->  class 2\|3  [0.990]

Rule 14/228: (80.5, lift 8.4)
    PC1 <= -0.430681
    PC8 <= -2.525567
    PC19 > -3.430161
    PC20 <= 0.6225557
    PC22 <= -1.679727
    PC92 <= 0.1659765
    ->  class 2\|3  [0.988]

Rule 14/229: (107.3/0.3, lift 8.4)
    PC1 <= -0.430681
    PC8 <= -2.525567
    PC20 <= 0.6225557
    PC42 <= -0.5275282
    PC44 <= 0.8522799
    ->  class 2\|3  [0.988]

Rule 14/230: (141.2/0.9, lift 8.4)
    PC1 <= -0.430681
    PC8 <= -2.525567
    PC19 > -3.430161
    PC21 <= 0.6625059
    PC44 <= 0.8522799
    PC49 > 0.08113985
    PC92 <= 0.1659765
    ->  class 2\|3  [0.987]

Rule 14/231: (53.7, lift 8.4)
    PC1 <= -0.430681
    PC8 <= -2.525567
    PC19 > -3.430161
    PC22 <= -1.144513
    PC44 > 0.8522799
    ->  class 2\|3  [0.982]

Rule 14/232: (107.2/1, lift 8.4)
    PC1 <= -0.430681
    PC8 <= -2.525567
    PC19 > -3.430161
    PC21 <= 0.6625059
    PC22 > -1.679727
    PC44 <= 0.8522799
    PC61 <= -0.3598806
    PC70 <= 0.1109551
    PC88 <= 0.1698803
    ->  class 2\|3  [0.982]

Rule 14/233: (62.2/0.2, lift 8.3)
    PC1 > -0.1217223
    PC2 <= 2.231518
    PC10 <= -0.7928229
    PC16 <= 2.327776
    PC19 > -1.521262
    PC57 <= 0.02494162
    PC78 > -0.5036948
    ->  class 2\|3  [0.981]

Rule 14/234: (38.9, lift 8.3)
    PC2 <= 2.231518
    PC8 <= -2.525567
    PC20 <= 0.6225557
    PC42 > -0.5275282
    PC44 <= 0.8522799
    PC49 <= 0.08113985
    PC53 > -0.1742194
    PC61 > -0.3598806
    PC93 > 0.4503979
    ->  class 2\|3  [0.976]

Rule 14/235: (35.7, lift 8.3)
    PC1 <= -0.430681
    PC6 > 6.94979
    PC8 <= -0.2273773
    ->  class 2\|3  [0.973]

Rule 14/236: (34.1, lift 8.3)
    PC1 <= -0.430681
    PC8 <= -2.525567
    PC21 <= 0.6625059
    PC52 <= -0.2156004
    PC88 <= 0.1698803
    ->  class 2\|3  [0.972]

Rule 14/237: (89.2/1.7, lift 8.3)
    PC1 <= -0.430681
    PC8 <= -2.525567
    PC19 > -3.430161
    PC21 <= 0.6625059
    PC35 <= 0.1444674
    PC44 <= 0.8522799
    PC53 > -0.1742194
    PC70 <= 0.1109551
    ->  class 2\|3  [0.970]

Rule 14/238: (102.4/2.9, lift 8.2)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC8 <= -0.2273773
    PC19 > -3.430161
    PC57 <= -0.07739355
    PC59 > -0.200079
    PC60 > -0.03329378
    PC62 <= 0.5162581
    ->  class 2\|3  [0.963]

Rule 14/239: (25.2, lift 8.2)
    PC13 > 0.2620366
    PC19 <= -3.430161
    PC94 > 0.4008971
    ->  class 2\|3  [0.963]

Rule 14/240: (138.7/4.4, lift 8.2)
    PC1 <= -0.430681
    PC8 <= -2.525567
    PC19 > -3.430161
    PC21 <= 0.6625059
    PC85 <= -0.4878342
    PC88 <= 0.1698803
    PC93 <= 0.4503979
    ->  class 2\|3  [0.961]

Rule 14/241: (137.2/4.4, lift 8.2)
    PC2 <= 2.231518
    PC8 <= -2.525567
    PC12 <= -0.8050653
    PC19 > -3.430161
    PC20 <= 0.6225557
    PC21 <= 0.6625059
    PC44 <= 0.8522799
    PC92 <= 0.1659765
    ->  class 2\|3  [0.961]

Rule 14/242: (21.2, lift 8.1)
    PC1 > -0.430681
    PC1 <= -0.1217223
    PC2 <= 2.231518
    PC8 <= -0.3336635
    PC43 <= -0.145642
    ->  class 2\|3  [0.957]

Rule 14/243: (16.5, lift 8.0)
    PC1 > -0.430681
    PC2 <= -1.778828
    PC15 <= -0.5942436
    PC21 <= 0.9767466
    PC71 <= -0.8529861
    ->  class 2\|3  [0.946]

Rule 14/244: (193.9/9.6, lift 8.0)
    PC1 <= -0.430681
    PC8 <= -2.525567
    PC19 > -3.430161
    PC20 <= 0.6225557
    PC21 <= 0.6625059
    PC40 <= 0.5328744
    PC44 <= 0.8522799
    PC53 <= -0.1742194
    PC70 <= 0.1109551
    PC96 <= 0.290455
    ->  class 2\|3  [0.946]

Rule 14/245: (15.2, lift 8.0)
    PC1 > -0.1217223
    PC2 <= 2.231518
    PC10 <= -0.7928229
    PC27 <= 0.1035287
    ->  class 2\|3  [0.942]

Rule 14/246: (56.2/2.5, lift 8.0)
    PC1 <= -0.430681
    PC8 <= -2.525567
    PC17 > 0.9261561
    PC19 > -3.430161
    ->  class 2\|3  [0.940]

Rule 14/247: (28.7/1.8, lift 7.7)
    PC1 <= -0.430681
    PC19 <= -3.430161
    PC33 > 0.3340787
    ->  class 2\|3  [0.909]

Rule 14/248: (57.8/6.9, lift 7.4)
    PC1 <= -0.430681
    PC8 <= -2.525567
    PC20 > 0.6225557
    PC64 <= -0.3519178
    ->  class 2\|3  [0.868]

Rule 14/249: (24.3/3.7, lift 7.0)
    PC1 <= -0.430681
    PC2 > -2.447092
    PC8 <= -0.2273773
    PC19 <= -3.430161
    ->  class 2\|3  [0.820]

Rule 14/250: (43.2/7.6, lift 6.9)
    PC1 <= -0.430681
    PC8 <= -0.2273773
    PC19 <= -3.430161
    PC46 > 0.6215925
    ->  class 2\|3  [0.810]

Rule 14/251: (159.8/30.5, lift 6.9)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC8 <= 2.291764
    PC85 <= -1.763819
    ->  class 2\|3  [0.806]

Rule 14/252: (58/10.7, lift 6.8)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC3 > -1.661317
    PC8 > -2.525567
    PC8 <= -0.2273773
    PC43 > -0.570988
    PC57 <= -0.07739355
    PC59 > -0.200079
    PC64 <= -0.1138732
    ->  class 2\|3  [0.804]

Rule 14/253: (44/10.1, lift 6.5)
    PC1 > -0.1217223
    PC3 <= 0.2923115
    PC6 > -1.598224
    PC15 > -3.145281
    PC16 > -0.07729314
    PC19 > -1.694885
    PC21 <= 0.9767466
    PC71 > -0.8529861
    ->  class 2\|3  [0.759]

Rule 14/254: (1143.9/382, lift 5.7)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC8 > -2.525567
    PC8 <= -0.2273773
    PC19 > -3.430161
    PC22 <= 1.262926
    PC43 > -1.512464
    PC57 > -0.07739355
    PC68 > -1.312514
    PC99 <= 1.238568
    ->  class 2\|3  [0.666]

Rule 14/255: (28.2/9.7, lift 5.5)
    PC1 > -0.1217223
    PC1 <= 8.935013
    PC2 <= 2.231518
    PC6 <= -1.598224
    PC15 > -3.145281
    PC21 <= 0.9767466
    PC71 > -0.8529861
    ->  class 2\|3  [0.644]

Rule 14/256: (39.3/17.2, lift 4.8)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC6 <= -3.280354
    PC8 > -0.2273773
    PC85 > -1.763819
    ->  class 2\|3  [0.558]

Rule 14/257: (957.5, lift 11.4)
    PC1 <= -0.430681
    PC2 <= -2.447092
    PC8 <= -0.2273773
    PC19 <= -3.430161
    PC20 <= 0.6182159
    PC46 <= 0.6215925
    PC94 <= 0.4008971
    ->  class 2\|4  [0.999]

Rule 14/258: (593.6/5.7, lift 11.3)
    PC1 <= -0.430681
    PC8 <= -2.525567
    PC21 > 0.6625059
    PC44 <= 0.8522799
    PC70 <= 0.1109551
    PC81 > -0.5734908
    PC96 <= 0.290455
    ->  class 2\|4  [0.989]

Rule 14/259: (475.4/4.6, lift 11.3)
    PC2 <= -2.447092
    PC8 <= -0.2273773
    PC13 <= 0.2620366
    PC19 <= -3.430161
    PC20 <= 0.6182159
    PC33 <= 0.3340787
    PC46 <= 0.6215925
    ->  class 2\|4  [0.988]

Rule 14/260: (219.4/2.4, lift 11.2)
    PC1 <= -0.430681
    PC8 <= -2.525567
    PC22 > -1.144513
    PC44 > 0.8522799
    PC70 <= 0.1109551
    PC96 <= 0.290455
    ->  class 2\|4  [0.985]

Rule 14/261: (50.6/0.7, lift 11.1)
    PC1 > -0.1217223
    PC10 <= -0.7928229
    PC19 > -1.521262
    PC27 > 0.1035287
    PC57 > 0.02494162
    ->  class 2\|4  [0.969]

Rule 14/262: (24.2, lift 11.0)
    PC1 <= -0.430681
    PC8 <= -2.525567
    PC19 <= -1.787465
    PC96 > 0.290455
    ->  class 2\|4  [0.962]

Rule 14/263: (111.9/4.5, lift 10.9)
    PC1 <= -0.430681
    PC8 <= -2.525567
    PC40 > 0.5328744
    PC53 <= -0.1742194
    PC70 <= 0.1109551
    PC96 <= 0.290455
    ->  class 2\|4  [0.952]

Rule 14/264: (18.1, lift 10.8)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC8 > -2.525567
    PC8 <= -0.2273773
    PC19 <= -0.02538558
    PC22 > 1.262926
    PC54 > -2.285619
    PC57 > -0.07739355
    ->  class 2\|4  [0.950]

Rule 14/265: (48.5/4, lift 10.3)
    PC1 > -0.430681
    PC1 <= -0.1217223
    PC2 <= 2.231518
    PC8 <= -0.3336635
    PC18 > -0.2446704
    PC41 <= 0.9981751
    PC43 > -0.145642
    ->  class 2\|4  [0.902]

Rule 14/266: (386.5/50.9, lift 9.9)
    PC8 <= -2.525567
    PC12 > -0.8050653
    PC17 <= 0.9261561
    PC19 > -3.430161
    PC22 > -1.679727
    PC35 > 0.1444674
    PC42 > -0.5275282
    PC49 <= 0.08113985
    PC52 > -0.2156004
    PC53 > -0.1742194
    PC61 > -0.3598806
    PC70 <= 0.1109551
    PC85 > -0.4878342
    PC88 <= 0.1698803
    PC92 <= 0.1659765
    PC93 <= 0.4503979
    PC96 <= 0.290455
    ->  class 2\|4  [0.866]

Rule 14/267: (21.9/2.7, lift 9.7)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC8 > -2.525567
    PC8 <= -0.2273773
    PC14 <= -0.05901208
    PC29 > 0.2790949
    PC49 <= 0.1124635
    PC57 > -0.07739355
    PC99 <= 1.238568
    ->  class 2\|4  [0.847]

Rule 14/268: (51.1/8.8, lift 9.3)
    PC2 <= 2.231518
    PC10 <= -0.7928229
    PC19 > -1.521262
    PC78 <= -0.5036948
    ->  class 2\|4  [0.815]

Rule 14/269: (14.6/2.1, lift 9.3)
    PC2 <= 2.231518
    PC8 > -2.525567
    PC8 <= -0.2273773
    PC27 > -0.127401
    PC29 <= 0.2790949
    PC43 > -1.512464
    PC57 > -0.07739355
    PC65 > 0.9277187
    PC99 <= 1.238568
    ->  class 2\|4  [0.811]

Rule 14/270: (1866.5/897.1, lift 5.9)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC8 <= -0.2273773
    PC57 <= -0.07739355
    ->  class 2\|4  [0.519]

Default class: 2\|3

-----  Trial 15:  -----

Rules:

Rule 15/1: (140.4, lift 16.7)
    PC4 <= 9.039344
    PC13 <= 6.717022
    PC18 > 0.744539
    PC18 <= 5.394038
    PC19 <= 0.01214404
    PC24 <= -2.6116
    PC36 <= 1.459049
    PC43 <= 1.056457
    PC80 <= 0.5318033
    PC91 > -1.533481
    PC97 <= 0.418538
    ->  class 0\|0  [0.993]

Rule 15/2: (161.3/0.7, lift 16.6)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC12 <= 2.091055
    PC17 > -0.4170254
    PC18 <= 5.394038
    PC28 <= 3.353422
    PC41 <= 0.1727836
    PC43 <= 1.056457
    PC48 > 0.42627
    PC80 <= 0.5318033
    PC91 > -1.533481
    PC97 <= 0.418538
    ->  class 0\|0  [0.990]

Rule 15/3: (147/0.6, lift 16.6)
    PC3 > -4.3432
    PC17 > -0.4170254
    PC18 > 0.744539
    PC32 > 0.5054852
    PC41 > -0.1744425
    PC65 <= 0.04926013
    PC74 > -0.4519677
    PC80 <= 0.5318033
    PC97 <= 0.418538
    ->  class 0\|0  [0.989]

Rule 15/4: (88, lift 16.6)
    PC3 > -4.3432
    PC17 > -0.4170254
    PC19 <= -0.004989922
    PC35 <= 0.435915
    PC40 > 2.541167
    PC97 <= 0.418538
    ->  class 0\|0  [0.989]

Rule 15/5: (82.2, lift 16.6)
    PC3 > -4.3432
    PC5 <= 1.913384
    PC17 > -0.4170254
    PC17 <= 4.212963
    PC18 > 0.744539
    PC19 <= -0.004989922
    PC34 > -2.237123
    PC41 > -0.1744425
    PC41 <= 0.1727836
    PC60 > 0.3700858
    PC80 <= 0.5318033
    PC97 <= 0.418538
    ->  class 0\|0  [0.988]

Rule 15/6: (126/0.9, lift 16.5)
    PC5 <= 1.913384
    PC13 <= 6.717022
    PC17 <= 4.212963
    PC18 > 0.744539
    PC20 > -3.556
    PC25 <= 1.076158
    PC29 > 1.34271
    PC31 > -0.3156989
    PC35 <= 0.435915
    PC41 > -0.1744425
    PC91 <= 2.661525
    PC97 <= 0.418538
    ->  class 0\|0  [0.985]

Rule 15/7: (64.4, lift 16.5)
    PC4 <= 9.039344
    PC13 <= 6.717022
    PC18 > 0.744539
    PC19 <= 0.01214404
    PC25 <= 1.076158
    PC85 <= 2.546556
    PC91 <= 2.661525
    PC99 <= -1.489295
    ->  class 0\|0  [0.984]

Rule 15/8: (62.3, lift 16.5)
    PC3 <= 1.640775
    PC4 <= 9.039344
    PC13 <= 6.717022
    PC17 > -0.4170254
    PC18 > 0.744539
    PC19 <= 0.01214404
    PC71 <= -0.9276869
    PC91 <= 2.661525
    ->  class 0\|0  [0.984]

Rule 15/9: (41.9, lift 16.4)
    PC2 > 2.231518
    PC9 > 0.4126813
    PC18 > 0.744539
    PC35 > 0.435915
    ->  class 0\|0  [0.977]

Rule 15/10: (38, lift 16.4)
    PC2 > 2.231518
    PC13 <= 6.717022
    PC18 > 0.744539
    PC25 <= 1.076158
    PC28 <= 3.353422
    PC91 <= 2.661525
    PC100 <= -1.469016
    ->  class 0\|0  [0.975]

Rule 15/11: (97.9/1.7, lift 16.3)
    PC3 > -4.3432
    PC13 <= 6.717022
    PC17 > -0.264261
    PC18 > 0.744539
    PC19 <= -0.004989922
    PC26 > -0.3701021
    PC28 <= 3.353422
    PC31 > -0.3156989
    PC35 <= 0.435915
    PC41 > -0.1744425
    PC41 <= 0.1727836
    PC43 > -1.095743
    PC58 > -1.056326
    PC69 > 0.3040932
    PC74 > -0.4519677
    PC97 <= 0.418538
    ->  class 0\|0  [0.973]

Rule 15/12: (100.3/2, lift 16.3)
    PC3 > -4.3432
    PC13 <= 6.717022
    PC18 > 0.744539
    PC20 > -3.556
    PC20 <= -2.551296
    PC26 > -0.3701021
    PC35 <= 0.435915
    PC43 > -1.095743
    PC58 > -1.056326
    PC65 <= 0.04926013
    PC97 <= 0.418538
    ->  class 0\|0  [0.971]

Rule 15/13: (145.5/3.4, lift 16.3)
    PC3 > -4.3432
    PC5 <= 1.913384
    PC14 > -0.3755859
    PC14 <= 1.985141
    PC17 > -0.4170254
    PC18 > 0.744539
    PC24 <= 3.740935
    PC26 > -0.3701021
    PC31 > -0.3156989
    PC34 > -2.237123
    PC39 > -0.9146116
    PC41 > -0.1744425
    PC41 <= 0.1727836
    PC48 <= 0.4054666
    PC53 <= 1.583342
    PC58 > -1.056326
    PC60 <= 0.3700858
    PC61 <= 0.06587801
    PC69 <= 0.3040932
    PC72 <= 0.1264477
    PC73 <= 0.7177625
    PC80 <= 0.5318033
    PC89 <= 0.1976095
    PC97 <= 0.418538
    PC99 <= 0.8028091
    ->  class 0\|0  [0.970]

Rule 15/14: (43.3/0.7, lift 16.2)
    PC4 <= 9.039344
    PC13 <= 6.717022
    PC17 > -0.4170254
    PC18 > 0.744539
    PC34 > -2.237123
    PC57 > 1.447131
    PC91 > -1.533481
    PC91 <= 2.661525
    PC97 > 0.418538
    ->  class 0\|0  [0.963]

Rule 15/15: (40/0.8, lift 16.1)
    PC4 <= 9.039344
    PC18 > 0.744539
    PC19 <= 0.01214404
    PC25 <= 1.076158
    PC34 > -2.237123
    PC35 > 0.435915
    PC39 > 0.9139135
    ->  class 0\|0  [0.958]

Rule 15/16: (78.9/2.9, lift 16.0)
    PC13 <= 6.717022
    PC17 > 4.212963
    PC18 > 0.744539
    PC25 <= 1.076158
    PC85 <= 2.546556
    ->  class 0\|0  [0.952]

Rule 15/17: (15.4/0.1, lift 15.7)
    PC2 > 2.231518
    PC4 <= 9.039344
    PC17 <= -0.4170254
    PC18 > 0.744539
    PC45 <= -1.18586
    PC85 <= 2.546556
    ->  class 0\|0  [0.935]

Rule 15/18: (8.3, lift 15.2)
    PC13 > 6.717022
    PC18 > 3.528055
    PC20 > -3.954047
    PC31 > 0.1783828
    PC51 > -2.976097
    ->  class 0\|0  [0.903]

Rule 15/19: (63.2/6.3, lift 14.9)
    PC18 > 3.528055
    PC20 > -3.954047
    PC52 <= 3.547627
    PC55 > 0.4760992
    ->  class 0\|0  [0.888]

Rule 15/20: (3.8, lift 13.9)
    PC18 > 0.744539
    PC34 > -2.237123
    PC34 <= -2.206002
    PC91 <= 2.661525
    PC97 > 0.418538
    ->  class 0\|0  [0.827]

Rule 15/21: (24.3/3.9, lift 13.7)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC13 <= -0.3535447
    PC18 <= 0.744539
    PC46 <= -1.318277
    ->  class 0\|0  [0.814]

Rule 15/22: (88.6, lift 13.1)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC13 <= 6.717022
    PC17 > -0.4170254
    PC18 > 0.744539
    PC24 > -2.6116
    PC28 <= 3.353422
    PC32 <= 0.5054852
    PC34 > -2.237123
    PC48 <= 0.42627
    PC58 <= -1.056326
    PC71 > -0.9276869
    PC85 <= 2.546556
    ->  class 0\|1  [0.989]

Rule 15/23: (89.6, lift 13.1)
    PC2 > 2.231518
    PC4 <= 9.039344
    PC13 <= 6.717022
    PC15 > -0.6734367
    PC18 > 0.744539
    PC20 > -2.551296
    PC24 > -2.6116
    PC32 <= 0.5054852
    PC43 <= 1.056457
    PC61 > 0.06587801
    PC74 > -0.4519677
    ->  class 0\|1  [0.989]

Rule 15/24: (83.2, lift 13.1)
    PC3 <= -4.3432
    PC4 <= 9.039344
    PC13 <= 6.717022
    PC18 > 0.744539
    PC24 > -2.6116
    PC25 <= 1.076158
    PC29 <= 1.34271
    PC48 <= 0.42627
    PC71 > -0.9276869
    PC85 <= 2.546556
    PC91 <= 2.661525
    ->  class 0\|1  [0.988]

Rule 15/25: (89.3/0.4, lift 13.1)
    PC2 > 2.231518
    PC9 <= 0.4126813
    PC13 <= 6.717022
    PC17 > -0.264261
    PC19 <= 0.01214404
    PC25 <= 1.076158
    PC35 > 0.435915
    PC39 <= 0.9139135
    PC71 > -0.9276869
    ->  class 0\|1  [0.985]

Rule 15/26: (50.9, lift 13.0)
    PC3 <= 1.640775
    PC6 <= 0.1706467
    PC9 <= 0.6882612
    PC10 <= -2.314371
    PC16 <= 0.332898
    PC18 > -1.262996
    PC18 <= 0.744539
    PC30 <= -0.02898264
    PC46 > -1.318277
    PC81 > -0.3131306
    ->  class 0\|1  [0.981]

Rule 15/27: (58.3/0.2, lift 13.0)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC15 > -0.6734367
    PC18 > 0.744539
    PC25 <= 1.076158
    PC31 <= -0.3156989
    PC39 <= 1.947383
    PC100 > -1.469016
    ->  class 0\|1  [0.980]

Rule 15/28: (71.3/0.7, lift 12.9)
    PC3 <= 1.640775
    PC13 <= 6.717022
    PC17 > -0.4170254
    PC18 > 0.744539
    PC29 <= 1.34271
    PC41 > -0.1744425
    PC43 <= 1.056457
    PC74 <= -0.4519677
    PC97 <= 0.418538
    PC99 > -1.489295
    PC100 > -1.469016
    ->  class 0\|1  [0.977]

Rule 15/29: (42, lift 13.0)
    PC2 > 2.231518
    PC4 <= 9.039344
    PC13 <= 6.717022
    PC15 > -0.6734367
    PC17 > -0.4170254
    PC17 <= 4.212963
    PC24 > -2.6116
    PC29 <= 1.34271
    PC39 <= -0.9146116
    PC48 <= 0.42627
    PC69 <= 0.3040932
    PC71 > -0.9276869
    PC100 > -1.469016
    ->  class 0\|1  [0.977]

Rule 15/30: (40.1, lift 12.9)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC7 <= -0.9524999
    PC18 > -1.262996
    PC18 <= 0.744539
    PC46 > -1.318277
    ->  class 0\|1  [0.976]

Rule 15/31: (39.8, lift 12.9)
    PC18 > 0.744539
    PC20 > -2.551296
    PC24 > -2.6116
    PC32 <= 0.5054852
    PC43 <= 1.056457
    PC73 > 0.7177625
    PC89 <= 0.1976095
    PC91 <= 2.661525
    PC97 <= 0.418538
    PC99 > -1.489295
    PC100 > -1.469016
    ->  class 0\|1  [0.976]

Rule 15/32: (69.8/0.8, lift 12.9)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC13 > -0.3535447
    PC18 <= 0.744539
    PC46 <= -1.318277
    PC53 <= 0.1520967
    ->  class 0\|1  [0.975]

Rule 15/33: (38.6, lift 12.9)
    PC2 > 2.231518
    PC18 <= 0.744539
    PC46 > -1.318277
    PC67 > -0.454017
    PC78 > 2.983765
    PC79 > -0.2976363
    ->  class 0\|1  [0.974]

Rule 15/34: (127.6/2.5, lift 12.9)
    PC3 <= 1.640775
    PC5 <= 1.913384
    PC13 <= 6.717022
    PC18 > 0.744539
    PC20 > -2.551296
    PC24 > -2.6116
    PC26 > -0.3701021
    PC43 > -1.095743
    PC48 <= 0.42627
    PC61 <= 0.06587801
    PC69 <= 0.3040932
    PC89 > 0.1976095
    ->  class 0\|1  [0.973]

Rule 15/35: (94/1.9, lift 12.8)
    PC13 <= 6.717022
    PC15 > -0.6734367
    PC17 > -0.4170254
    PC18 > 0.744539
    PC19 <= 0.01214404
    PC34 <= -2.237123
    PC39 <= 1.947383
    PC71 > -0.9276869
    PC85 <= 2.546556
    PC99 > -1.489295
    PC100 > -1.469016
    ->  class 0\|1  [0.969]

Rule 15/36: (30.1, lift 12.8)
    PC2 > 2.231518
    PC4 <= 9.039344
    PC14 <= -0.3755859
    PC15 > -0.6734367
    PC18 > 0.744539
    PC20 > -2.551296
    PC39 <= 1.947383
    PC61 <= 0.06587801
    PC89 <= 0.1976095
    PC100 > -1.469016
    ->  class 0\|1  [0.969]

Rule 15/37: (158.4/3.9, lift 12.8)
    PC3 <= 1.640775
    PC13 <= 6.717022
    PC17 > -0.4170254
    PC17 <= 4.212963
    PC18 > 0.744539
    PC19 <= 0.01214404
    PC22 <= 1.502633
    PC34 > -2.206002
    PC57 <= 1.447131
    PC71 > -0.9276869
    PC85 <= 2.546556
    PC97 > 0.418538
    PC99 > -1.489295
    ->  class 0\|1  [0.969]

Rule 15/38: (97.5/2.3, lift 12.8)
    PC6 <= 0.1706467
    PC10 <= -2.314371
    PC18 > -1.262996
    PC18 <= 0.744539
    PC30 > -0.02898264
    PC46 > -1.318277
    ->  class 0\|1  [0.967]

Rule 15/39: (66.2/1.5, lift 12.8)
    PC10 <= -2.314371
    PC16 > 0.332898
    PC18 > -1.262996
    PC18 <= 0.744539
    PC60 <= -0.4183349
    ->  class 0\|1  [0.964]

Rule 15/40: (30.5/0.2, lift 12.8)
    PC2 > 2.231518
    PC13 <= 6.717022
    PC14 > 1.985141
    PC18 > 0.744539
    PC32 <= 0.5054852
    PC69 <= 0.3040932
    PC100 > -1.469016
    ->  class 0\|1  [0.964]

Rule 15/41: (24.5, lift 12.8)
    PC3 <= 1.640775
    PC4 <= 9.039344
    PC17 > -0.4170254
    PC17 <= -0.264261
    PC18 > 0.744539
    PC19 <= 0.01214404
    PC28 <= 3.353422
    PC97 <= 0.418538
    ->  class 0\|1  [0.962]

Rule 15/42: (42.7/0.7, lift 12.7)
    PC2 > 2.231518
    PC18 > 0.744539
    PC29 <= 1.34271
    PC32 <= 0.5054852
    PC40 <= 2.541167
    PC43 <= -1.095743
    PC48 <= 0.42627
    ->  class 0\|1  [0.961]

Rule 15/43: (44.4/0.9, lift 12.7)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC13 <= 6.717022
    PC17 > -0.264261
    PC17 <= 4.212963
    PC28 <= 3.353422
    PC29 <= 1.34271
    PC41 > 0.1727836
    PC85 <= 2.546556
    PC99 > -1.489295
    ->  class 0\|1  [0.960]

Rule 15/44: (86.4/2.5, lift 12.7)
    PC2 > 2.231518
    PC4 <= 9.039344
    PC13 <= 6.717022
    PC15 > -0.6734367
    PC18 > 0.744539
    PC91 > 2.661525
    ->  class 0\|1  [0.960]

Rule 15/45: (33.8/0.5, lift 12.7)
    PC2 > 2.231518
    PC4 <= 9.039344
    PC13 <= 6.717022
    PC18 > 0.744539
    PC28 <= 3.353422
    PC39 <= 1.947383
    PC71 > -0.9276869
    PC91 <= -1.533481
    PC99 > -1.489295
    ->  class 0\|1  [0.959]

Rule 15/46: (87.4/2.8, lift 12.7)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC13 <= 6.717022
    PC18 > 0.744539
    PC24 > -2.6116
    PC29 <= 1.34271
    PC40 <= 2.541167
    PC60 <= 0.3700858
    PC65 > 0.04926013
    PC80 <= 0.5318033
    PC97 <= 0.418538
    PC99 > -1.489295
    PC100 > -1.469016
    ->  class 0\|1  [0.958]

Rule 15/47: (68.3/2, lift 12.7)
    PC13 <= 6.717022
    PC17 > 0.204015
    PC18 > 0.744539
    PC25 > 1.076158
    PC28 <= 3.353422
    ->  class 0\|1  [0.957]

Rule 15/48: (18.2, lift 12.6)
    PC4 <= 9.039344
    PC17 > -0.4170254
    PC18 > 0.744539
    PC19 > -0.004989922
    PC19 <= 0.01214404
    PC97 <= 0.418538
    PC99 > -1.489295
    ->  class 0\|1  [0.951]

Rule 15/49: (58.4/2, lift 12.6)
    PC13 > 6.717022
    PC18 > 3.528055
    PC20 > -3.954047
    PC31 <= 0.1783828
    PC52 <= 3.547627
    PC55 <= 0.4760992
    ->  class 0\|1  [0.950]

Rule 15/50: (45.6/1.8, lift 12.5)
    PC2 > 2.231518
    PC13 <= 6.717022
    PC15 > -0.6734367
    PC18 > 0.744539
    PC24 > -2.6116
    PC26 <= -0.3701021
    PC32 <= 0.5054852
    PC39 <= 1.947383
    PC48 <= 0.42627
    ->  class 0\|1  [0.941]

Rule 15/51: (14.2, lift 12.4)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC43 <= -1.939943
    PC46 > -1.318277
    PC50 > 1.036312
    PC58 <= 4.240503
    PC78 <= 2.983765
    ->  class 0\|1  [0.938]

Rule 15/52: (45.1/1.9, lift 12.4)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC6 > -1.401128
    PC12 <= -0.2440581
    PC18 > -1.262996
    PC18 <= 0.744539
    PC20 > -4.727367
    PC32 > 0.4880711
    PC53 <= 4.701179
    ->  class 0\|1  [0.938]

Rule 15/53: (12.8, lift 12.4)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC13 > -0.3535447
    PC35 > 0.2064011
    PC46 <= -1.318277
    ->  class 0\|1  [0.932]

Rule 15/54: (48.9/2.5, lift 12.4)
    PC10 <= -2.314371
    PC16 > 0.332898
    PC17 <= -0.3321014
    PC18 > -1.262996
    PC88 <= -0.4453122
    ->  class 0\|1  [0.932]

Rule 15/55: (92.5/6.8, lift 12.2)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC4 <= 9.039344
    PC13 <= 6.717022
    PC17 <= -0.4170254
    PC18 > 0.744539
    PC22 > -0.05922873
    PC28 <= 3.353422
    PC45 > -1.18586
    ->  class 0\|1  [0.917]

Rule 15/56: (76.1/5.5, lift 12.1)
    PC3 <= 1.640775
    PC4 <= 9.039344
    PC13 <= 6.717022
    PC18 > 0.744539
    PC19 <= 0.01214404
    PC71 > -0.9276869
    PC80 > 0.5318033
    PC91 > -1.533481
    PC91 <= 2.661525
    PC99 > -1.489295
    ->  class 0\|1  [0.917]

Rule 15/57: (30.8/1.8, lift 12.1)
    PC4 <= 9.039344
    PC13 <= 6.717022
    PC17 <= 4.212963
    PC18 > 0.744539
    PC20 <= -3.556
    PC39 <= 1.947383
    PC71 > -0.9276869
    PC84 > -2.63774
    ->  class 0\|1  [0.915]

Rule 15/58: (8.6, lift 12.0)
    PC4 <= 9.039344
    PC13 <= 6.717022
    PC18 > 0.744539
    PC24 > 3.740935
    PC39 <= 1.947383
    PC71 > -0.9276869
    ->  class 0\|1  [0.906]

Rule 15/59: (7.2, lift 11.8)
    PC3 <= 1.640775
    PC18 > -1.262996
    PC18 <= 0.744539
    PC30 > 3.559118
    PC46 > -1.318277
    ->  class 0\|1  [0.891]

Rule 15/60: (13.3/1.5, lift 11.1)
    PC2 > 2.231518
    PC6 <= 0.1706467
    PC16 > 0.332898
    PC18 > -1.262996
    PC30 <= -0.02898264
    PC53 <= -1.515723
    PC60 > -0.4183349
    ->  class 0\|1  [0.834]

Rule 15/61: (71.6/11.3, lift 11.0)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC5 <= 1.913384
    PC17 > -0.264261
    PC19 <= -0.004989922
    PC25 <= 1.076158
    PC35 <= 0.435915
    PC39 <= 1.947383
    PC41 <= -0.1744425
    PC80 <= 0.5318033
    PC100 > -1.469016
    ->  class 0\|1  [0.832]

Rule 15/62: (28.7/5.3, lift 10.6)
    PC10 <= -2.314371
    PC14 > 1.282217
    PC17 <= -0.3321014
    PC18 > -1.262996
    PC30 <= -0.02898264
    ->  class 0\|1  [0.797]

Rule 15/63: (61.7/17.2, lift 9.5)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC13 <= 6.717022
    PC15 > -0.6734367
    PC17 > -0.4170254
    PC18 > 0.744539
    PC19 > 0.01214404
    PC28 <= 3.353422
    PC59 > -1.513965
    ->  class 0\|1  [0.714]

Rule 15/64: (14.6/6.3, lift 7.4)
    PC13 > 6.717022
    PC18 > 0.744539
    PC18 <= 3.528055
    PC42 <= -1.643953
    PC51 > -2.976097
    ->  class 0\|1  [0.560]

Rule 15/65: (17.8/8.5, lift 6.9)
    PC3 <= 1.640775
    PC18 <= -1.262996
    PC58 > 4.240503
    PC78 <= 2.983765
    ->  class 0\|1  [0.519]

Rule 15/66: (21.8/10.9, lift 6.6)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC6 > 0.1706467
    PC18 > -1.262996
    PC18 <= 0.744539
    ->  class 0\|1  [0.501]

Rule 15/67: (79.9, lift 9.2)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC6 > -1.081416
    PC13 <= 3.813571
    PC18 <= 0.744539
    PC21 <= -0.9475972
    PC40 > -2.798079
    PC58 <= 4.240503
    ->  class 0\|2  [0.988]

Rule 15/68: (55.1, lift 9.2)
    PC4 > 9.305666
    PC18 <= -1.262996
    PC78 <= 2.983765
    ->  class 0\|2  [0.982]

Rule 15/69: (32.7, lift 9.1)
    PC13 > 6.717022
    PC51 > -2.976097
    PC52 > 3.547627
    ->  class 0\|2  [0.971]

Rule 15/70: (29.1, lift 9.0)
    PC13 <= 3.813571
    PC18 <= -1.262996
    PC45 > 1.455794
    PC46 <= 0.4590452
    PC56 > -0.7286604
    PC74 <= 0.3438647
    PC81 > -1.402737
    PC93 > -0.6529616
    ->  class 0\|2  [0.968]

Rule 15/71: (30.7/0.4, lift 9.0)
    PC6 > -1.081416
    PC9 > -0.2558664
    PC18 <= 0.744539
    PC28 > -0.3758624
    PC40 <= 1.263132
    PC43 > -1.939943
    PC46 > -1.318277
    PC46 <= 0.4590452
    PC73 <= 2.029576
    PC88 > 1.571733
    ->  class 0\|2  [0.958]

Rule 15/72: (61.5/2, lift 8.9)
    PC9 > -0.2558664
    PC13 <= 2.163376
    PC18 <= -1.262996
    PC28 > -0.3758624
    PC43 > -1.797461
    PC60 <= -0.348541
    PC68 <= 0.3270253
    PC73 <= 2.029576
    PC74 > -0.3057668
    PC92 > -1.72399
    ->  class 0\|2  [0.953]

Rule 15/73: (86.5/3.6, lift 8.9)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC9 > -0.2558664
    PC14 <= 0.4124199
    PC18 <= 0.744539
    PC25 > -0.5109757
    PC28 > -0.3758624
    PC37 > -0.8264961
    PC46 <= 0.4590452
    PC52 > -0.4837434
    PC52 <= 0.7823304
    PC54 > -0.7495726
    PC68 > -0.3643243
    PC74 <= 0.3438647
    PC93 > -0.6529616
    PC99 <= -0.175208
    ->  class 0\|2  [0.949]

Rule 15/74: (28.2/0.6, lift 8.8)
    PC6 > -1.081416
    PC18 <= -1.262996
    PC43 > -1.939943
    PC43 <= -1.797461
    PC73 <= 2.029576
    PC75 > -1.710261
    ->  class 0\|2  [0.946]

Rule 15/75: (39.7/1.7, lift 8.7)
    PC9 > -0.2558664
    PC13 <= 3.813571
    PC18 <= -1.262996
    PC40 <= 1.263132
    PC46 <= 0.4590452
    PC56 > -0.7286604
    PC60 > -0.348541
    PC81 > -1.402737
    PC81 <= -0.7948375
    PC88 > -1.076625
    PC99 > -0.175208
    ->  class 0\|2  [0.936]

Rule 15/76: (34.2/2.4, lift 8.5)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC6 > -1.081416
    PC13 <= 2.163376
    PC28 > -0.3758624
    PC36 <= 2.751086
    PC56 > -0.7286604
    PC58 <= 4.240503
    PC74 > 1.682982
    PC75 > -1.710261
    PC78 <= 2.983765
    ->  class 0\|2  [0.906]

Rule 15/77: (7.6, lift 8.4)
    PC2 > 2.231518
    PC17 > -0.4170254
    PC91 > 2.661525
    PC100 <= -2.073216
    ->  class 0\|2  [0.896]

Rule 15/78: (7762.9/5629.4, lift 2.6)
    PC2 > 2.231518
    ->  class 0\|2  [0.275]

Rule 15/79: (116, lift 12.4)
    PC13 > 2.163376
    PC18 <= -1.262996
    PC21 > -0.9475972
    PC28 > -0.3758624
    PC37 > -0.8264961
    PC78 <= 2.983765
    ->  class 0\|3  [0.992]

Rule 15/80: (87.6, lift 12.4)
    PC2 > 2.231518
    PC9 > -0.2558664
    PC18 <= -1.262996
    PC59 <= 0.8513168
    PC68 <= -0.3643243
    PC74 <= 0.3438647
    PC78 <= 2.983765
    PC81 > -1.402737
    PC99 <= -0.175208
    ->  class 0\|3  [0.989]

Rule 15/81: (84.4, lift 12.4)
    PC4 <= 9.305666
    PC9 <= 0.6432343
    PC14 <= -0.6214126
    PC18 <= -1.262996
    PC28 <= -0.3758624
    PC32 > -1.782014
    PC43 > -1.939943
    PC78 <= 2.983765
    ->  class 0\|3  [0.988]

Rule 15/82: (78.1, lift 12.4)
    PC2 > 2.231518
    PC2 <= 7.678132
    PC3 <= 1.640775
    PC9 <= 0.6432343
    PC18 <= -1.262996
    PC28 > -0.3758624
    PC54 <= -0.7495726
    PC59 <= 0.8513168
    PC68 <= 0.3270253
    PC99 <= -0.175208
    ->  class 0\|3  [0.988]

Rule 15/83: (196/1.7, lift 12.4)
    PC4 > -8.261679
    PC5 > -0.4761921
    PC11 <= 0.3006447
    PC14 <= 0.4124199
    PC18 <= -1.262996
    PC21 > -0.9475972
    PC32 <= -0.4593184
    PC35 <= 0.5884266
    PC36 <= 0.8762894
    PC43 > -1.797461
    PC45 <= 1.455794
    PC49 > -0.7340515
    PC60 > -0.348541
    PC62 > -0.3120624
    PC68 <= 0.3270253
    PC74 <= 0.3438647
    PC93 > -0.6529616
    PC99 > -0.175208
    PC100 <= 0.6426339
    ->  class 0\|3  [0.986]

Rule 15/84: (88.8/0.6, lift 12.3)
    PC3 <= -1.507308
    PC13 > 3.813571
    PC18 <= -1.262996
    PC78 <= 2.983765
    ->  class 0\|3  [0.982]

Rule 15/85: (127.9/1.5, lift 12.3)
    PC2 > 2.231518
    PC2 <= 7.678132
    PC3 <= 1.640775
    PC4 <= 9.305666
    PC9 <= -0.2558664
    PC18 <= -1.262996
    PC28 > -0.3758624
    PC37 > -0.8264961
    PC100 <= 1.584785
    ->  class 0\|3  [0.981]

Rule 15/86: (50.2, lift 12.3)
    PC4 > -8.261679
    PC4 <= 9.305666
    PC18 <= -1.262996
    PC28 > -0.3758624
    PC60 <= -0.348541
    PC68 <= 0.3270253
    PC74 <= -0.3057668
    ->  class 0\|3  [0.981]

Rule 15/87: (90.8/1.1, lift 12.3)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC4 <= 9.305666
    PC18 <= -1.262996
    PC28 <= -0.3758624
    PC32 > -1.782014
    PC43 > -1.797461
    PC46 > -1.318277
    PC74 > 0.732732
    ->  class 0\|3  [0.978]

Rule 15/88: (83/1.2, lift 12.2)
    PC2 <= 7.678132
    PC3 <= 1.640775
    PC4 > -8.261679
    PC18 <= -1.262996
    PC28 > -0.3758624
    PC32 > -1.782014
    PC52 <= -0.4837434
    PC68 <= 0.3270253
    PC99 <= -0.175208
    ->  class 0\|3  [0.975]

Rule 15/89: (101.9/1.6, lift 12.2)
    PC4 <= 9.305666
    PC18 <= -1.262996
    PC21 > -0.9475972
    PC46 > 0.4590452
    PC56 > -0.7286604
    PC60 > -0.348541
    PC68 <= 0.3270253
    PC74 <= 1.682982
    ->  class 0\|3  [0.975]

Rule 15/90: (46.4/0.2, lift 12.2)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC9 <= 0.6432343
    PC13 <= 3.813571
    PC18 <= -1.262996
    PC58 <= 4.240503
    PC73 > 2.029576
    PC78 <= 2.983765
    ->  class 0\|3  [0.975]

Rule 15/91: (37.3, lift 12.2)
    PC2 > 2.231518
    PC46 > -1.318277
    PC67 <= -0.454017
    PC78 > 2.983765
    ->  class 0\|3  [0.975]

Rule 15/92: (33.1, lift 12.2)
    PC2 > 2.231518
    PC18 <= -1.262996
    PC20 <= 4.871992
    PC28 <= -0.3758624
    PC32 > -1.782014
    PC43 > -1.939943
    PC63 > 0.605381
    PC87 > -0.184516
    PC96 > 0.2565589
    ->  class 0\|3  [0.972]

Rule 15/93: (32.6, lift 12.2)
    PC2 > 2.231518
    PC4 <= 9.305666
    PC28 > -0.3758624
    PC29 <= -1.382569
    PC37 <= -0.8264961
    ->  class 0\|3  [0.971]

Rule 15/94: (28.4, lift 12.1)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC4 <= 9.305666
    PC18 <= -1.262996
    PC32 > -1.782014
    PC36 <= 2.751086
    PC43 > -1.939943
    PC75 <= -1.710261
    PC78 <= 2.983765
    ->  class 0\|3  [0.967]

Rule 15/95: (27.5, lift 12.1)
    PC2 > 2.231518
    PC18 > 0.744539
    PC84 <= -2.63774
    ->  class 0\|3  [0.966]

Rule 15/96: (37.2/0.4, lift 12.1)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC4 <= 9.305666
    PC6 <= -1.081416
    PC9 <= 0.6432343
    PC18 <= -1.262996
    PC32 > -1.782014
    PC46 > -1.318277
    PC58 <= 4.240503
    PC100 <= 1.584785
    ->  class 0\|3  [0.965]

Rule 15/97: (26.6, lift 12.1)
    PC18 <= -1.262996
    PC19 <= 0.2062972
    PC28 > -0.3758624
    PC44 > 0.6465972
    PC45 <= 1.455794
    PC68 <= 0.3270253
    PC74 <= 0.3438647
    PC99 <= -0.175208
    ->  class 0\|3  [0.965]

Rule 15/98: (26.9, lift 12.1)
    PC13 > 6.717022
    PC18 > 0.744539
    PC18 <= 3.528055
    PC62 <= -0.5177915
    PC94 > -1.458151
    ->  class 0\|3  [0.965]

Rule 15/99: (34.3/0.3, lift 12.1)
    PC9 <= 0.6432343
    PC18 <= -1.262996
    PC36 > 2.751086
    ->  class 0\|3  [0.964]

Rule 15/100: (26, lift 12.1)
    PC2 > 2.231518
    PC18 > 0.744539
    PC51 <= -2.976097
    ->  class 0\|3  [0.964]

Rule 15/101: (47.7/1.1, lift 12.0)
    PC3 <= 1.640775
    PC9 <= 0.6432343
    PC13 <= 3.813571
    PC18 <= -1.262996
    PC21 > -0.9475972
    PC39 <= -0.8366871
    PC74 <= 0.732732
    PC87 > -0.184516
    ->  class 0\|3  [0.957]

Rule 15/102: (40.7/1, lift 12.0)
    PC3 <= 1.640775
    PC18 <= -1.262996
    PC20 > 4.871992
    PC87 > -0.184516
    PC93 > -1.160113
    ->  class 0\|3  [0.953]

Rule 15/103: (103.9/4, lift 12.0)
    PC9 > -0.2558664
    PC14 <= 0.4124199
    PC18 <= -1.262996
    PC19 <= 0.2062972
    PC21 > -0.9475972
    PC28 > -0.3758624
    PC32 > -1.782014
    PC37 > -0.8264961
    PC60 > -0.348541
    PC68 <= 0.3270253
    PC74 <= 0.3438647
    PC93 <= -0.6529616
    ->  class 0\|3  [0.952]

Rule 15/104: (140/6.1, lift 11.9)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC4 > -8.101503
    PC5 > -0.4761921
    PC10 > -3.423737
    PC18 <= -1.262996
    PC32 > -0.4477088
    PC49 > -0.7340515
    PC60 > -0.348541
    PC68 <= 0.3270253
    PC72 <= 0.09988985
    PC81 > -0.7948375
    PC88 <= 1.571733
    PC99 > -0.175208
    ->  class 0\|3  [0.950]

Rule 15/105: (17.6, lift 11.9)
    PC2 > 2.231518
    PC18 > -1.262996
    PC18 <= 0.744539
    PC46 > -1.318277
    PC53 > 4.701179
    ->  class 0\|3  [0.949]

Rule 15/106: (61.4/2.6, lift 11.8)
    PC4 > -8.261679
    PC4 <= 9.305666
    PC18 <= -1.262996
    PC28 > -0.3758624
    PC52 > 0.7823304
    PC59 <= 0.8513168
    PC68 <= 0.3270253
    PC74 <= 0.3438647
    PC99 <= -0.175208
    ->  class 0\|3  [0.943]

Rule 15/107: (15.3, lift 11.8)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC10 > -2.314371
    PC12 > -0.2440581
    PC18 > -1.262996
    PC18 <= 0.744539
    PC32 > 0.4880711
    PC46 > -1.318277
    PC76 <= 5.305516
    PC98 > 0.3414918
    ->  class 0\|3  [0.938]

Rule 15/108: (16.2/0.4, lift 11.6)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC4 <= 9.305666
    PC18 <= -1.262996
    PC28 > -0.3758624
    PC43 > 0.8418793
    PC68 > 0.3270253
    PC100 <= 1.584785
    ->  class 0\|3  [0.924]

Rule 15/109: (11, lift 11.6)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC22 > 1.601186
    PC46 <= -1.318277
    PC53 > 0.1520967
    ->  class 0\|3  [0.923]

Rule 15/110: (10.9, lift 11.6)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC18 > -1.262996
    PC18 <= 0.744539
    PC81 <= -2.504973
    ->  class 0\|3  [0.923]

Rule 15/111: (10.7, lift 11.6)
    PC1 > -0.3140869
    PC2 > 2.231518
    PC3 <= 1.640775
    PC18 > -1.262996
    PC18 <= 0.744539
    ->  class 0\|3  [0.921]

Rule 15/112: (39.1/3, lift 11.3)
    PC2 > 2.231518
    PC4 <= 9.305666
    PC18 <= -1.262996
    PC28 <= -0.3758624
    PC32 > -1.782014
    PC58 <= 4.240503
    PC73 <= 2.029576
    PC78 <= 2.983765
    PC93 <= -1.160113
    PC100 <= 1.584785
    ->  class 0\|3  [0.903]

Rule 15/113: (72.6/7.5, lift 11.1)
    PC4 <= 9.305666
    PC18 <= -1.262996
    PC28 <= -0.3758624
    PC32 > -1.782014
    PC43 > -1.939943
    PC63 > 0.605381
    PC87 > -0.184516
    PC93 > -1.160113
    PC94 <= 0.4107189
    ->  class 0\|3  [0.886]

Rule 15/114: (13.7/1.2, lift 10.8)
    PC13 > 6.717022
    PC18 > 0.744539
    PC18 <= 3.528055
    PC94 <= -1.458151
    ->  class 0\|3  [0.862]

Rule 15/115: (35.4/4.2, lift 10.8)
    PC18 > -1.262996
    PC18 <= 0.744539
    PC20 <= -4.727367
    ->  class 0\|3  [0.861]

Rule 15/116: (82.9/11.1, lift 10.8)
    PC2 > 2.231518
    PC7 > -0.9524999
    PC10 > -2.314371
    PC18 <= 0.744539
    PC43 > 1.809771
    PC46 > -1.318277
    ->  class 0\|3  [0.858]

Rule 15/117: (4.3/0.1, lift 10.3)
    PC10 <= -2.314371
    PC18 > -1.262996
    PC18 <= 0.744539
    PC37 > 1.810738
    ->  class 0\|3  [0.820]

Rule 15/118: (70.2/13.7, lift 10.0)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC10 > -2.314371
    PC18 > -1.262996
    PC18 <= 0.744539
    PC29 <= 1.973376
    PC30 <= 3.559118
    PC43 <= 1.809771
    PC46 > 0.4122297
    ->  class 0\|3  [0.796]

Rule 15/119: (628.4/133.9, lift 9.9)
    PC2 <= 7.678132
    PC4 > -8.261679
    PC4 <= 9.305666
    PC9 <= 0.6432343
    PC11 <= 0.3006447
    PC18 <= -2.745644
    PC21 > -0.9475972
    PC28 > -0.3758624
    PC37 > -0.8264961
    PC46 > -1.318277
    PC78 <= 2.983765
    PC100 <= 1.584785
    ->  class 0\|3  [0.786]

Rule 15/120: (67.3/18.7, lift 9.0)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC18 > -1.262996
    PC18 <= 0.744539
    PC41 <= 0.1786163
    PC71 > 0.860701
    ->  class 0\|3  [0.716]

Rule 15/121: (291.9, lift 21.4)
    PC1 > -0.430681
    PC4 > -1.767831
    PC6 <= 6.988338
    PC7 > -6.359869
    PC10 <= 0.9532421
    PC16 <= -1.946823
    PC19 > 0.1785025
    PC29 <= 0.3695171
    PC43 > -1.589684
    PC59 <= 0.1114571
    PC98 <= -0.002956027
    ->  class 1\|0  [0.997]

Rule 15/122: (82.8, lift 21.2)
    PC1 > -0.430681
    PC2 <= 2.231518
    PC10 <= 0.9532421
    PC16 <= -1.946823
    PC19 > 0.1785025
    PC29 <= 0.3695171
    PC43 > -1.589684
    PC55 > -0.8477232
    PC59 <= 0.1114571
    PC98 > -0.0007499064
    ->  class 1\|0  [0.988]

Rule 15/123: (73.7, lift 21.2)
    PC3 <= -4.368711
    PC11 <= -0.8052899
    PC68 <= 1.01486
    ->  class 1\|0  [0.987]

Rule 15/124: (64.9, lift 21.2)
    PC2 <= 2.231518
    PC10 <= 0.9532421
    PC13 <= 0.2095596
    PC16 <= -1.946823
    PC44 > -1.920527
    PC49 <= -0.8397031
    ->  class 1\|0  [0.985]

Rule 15/125: (248.4/8.5, lift 20.7)
    PC3 > 1.640775
    PC12 <= -0.06910454
    PC25 > -0.02875286
    PC33 <= 0.7378093
    PC47 > -0.295758
    PC51 > 0.5077795
    PC75 > -0.3194127
    PC94 <= 0.08197199
    PC98 <= 0.1557885
    ->  class 1\|0  [0.962]

Rule 15/126: (51/1.5, lift 20.5)
    PC1 > -0.430681
    PC7 > -6.359869
    PC8 > 0.5535071
    PC10 <= 0.9532421
    PC16 <= -1.946823
    PC19 > 0.1785025
    PC59 > 0.1114571
    PC59 <= 0.293782
    ->  class 1\|0  [0.953]

Rule 15/127: (18.1, lift 20.4)
    PC4 > -1.767831
    PC9 > 1.545255
    PC10 <= 0.9532421
    PC16 <= -1.946823
    PC35 > -0.6341802
    PC59 > 0.293782
    ->  class 1\|0  [0.950]

Rule 15/128: (16.1, lift 20.3)
    PC1 > -0.430681
    PC2 <= 2.231518
    PC4 > -1.767831
    PC10 > 0.9532421
    PC19 > 0.1785025
    PC34 <= -0.8051466
    PC44 > -1.920527
    ->  class 1\|0  [0.945]

Rule 15/129: (112.4/8.5, lift 19.7)
    PC3 > 1.640775
    PC12 <= -0.06910454
    PC25 > -0.02875286
    PC33 <= 0.7378093
    PC69 > 0.563761
    PC70 <= 1.215388
    PC75 > -0.3194127
    PC77 <= 0.7041603
    PC92 <= 0.5344713
    PC98 <= 0.1557885
    PC100 > -0.8058769
    ->  class 1\|0  [0.917]

Rule 15/130: (7.6, lift 19.2)
    PC2 > 2.231518
    PC3 > 1.640775
    PC14 <= -1.660562
    ->  class 1\|0  [0.896]

Rule 15/131: (21.8/1.8, lift 18.9)
    PC1 > -0.430681
    PC9 > -0.4341528
    PC15 <= -1.99789
    PC16 > -1.946823
    PC16 <= 0.8944156
    PC21 <= 0.8445365
    ->  class 1\|0  [0.882]

Rule 15/132: (57.4/8.1, lift 18.2)
    PC1 > -0.430681
    PC1 <= 9.70516
    PC2 <= 2.231518
    PC8 > -3.76792
    PC34 <= -0.999545
    PC65 > 0.6338694
    ->  class 1\|0  [0.847]

Rule 15/133: (3.8, lift 17.8)
    PC2 > -3.365487
    PC2 <= 2.231518
    PC6 <= -3.211147
    PC16 > -1.946823
    PC16 <= 0.8944156
    ->  class 1\|0  [0.828]

Rule 15/134: (87.9/15.3, lift 17.6)
    PC1 > -0.430681
    PC2 > -3.365487
    PC2 <= 2.231518
    PC7 > -7.025811
    PC9 > -0.4341528
    PC12 <= 2.889639
    PC16 <= 0.8944156
    PC19 > -1.326658
    PC21 <= 0.8445365
    PC65 <= 0.6338694
    PC69 > -0.5220419
    PC84 <= 0.3400612
    PC99 <= -0.4568278
    ->  class 1\|0  [0.818]

Rule 15/135: (349.9/72.2, lift 17.0)
    PC1 > -0.430681
    PC12 > 2.889639
    PC21 > -0.8640372
    PC65 <= 0.6338694
    ->  class 1\|0  [0.792]

Rule 15/136: (2.6, lift 16.8)
    PC2 <= 2.231518
    PC16 <= -1.946823
    PC94 <= -0.6837081
    ->  class 1\|0  [0.783]

Rule 15/137: (85.5, lift 16.8)
    PC1 > -0.430681
    PC4 > -1.767831
    PC6 > 6.988338
    PC19 > 0.1785025
    PC59 <= 0.293782
    ->  class 1\|1  [0.989]

Rule 15/138: (83.3, lift 16.8)
    PC1 > -0.430681
    PC2 <= 2.231518
    PC10 > 0.9532421
    PC16 <= -1.946823
    PC19 > 0.1785025
    PC34 > -0.8051466
    ->  class 1\|1  [0.988]

Rule 15/139: (66.1, lift 16.7)
    PC1 > 13.45392
    PC6 <= -1.150318
    PC11 > -0.8052899
    PC65 <= 0.6338694
    ->  class 1\|1  [0.985]

Rule 15/140: (77/0.9, lift 16.6)
    PC1 > -0.430681
    PC2 <= 2.231518
    PC4 > -1.767831
    PC9 <= 1.545255
    PC16 <= -1.946823
    PC19 > 0.1785025
    PC35 > -0.6341802
    PC49 > -0.8397031
    PC59 > 0.293782
    ->  class 1\|1  [0.976]

Rule 15/141: (34.6, lift 16.5)
    PC1 > -0.430681
    PC2 <= 2.231518
    PC13 <= 0.2095596
    PC16 <= -1.946823
    PC19 <= 0.1785025
    PC46 > 0.1490067
    PC94 > -0.6837081
    ->  class 1\|1  [0.973]

Rule 15/142: (32.2, lift 16.5)
    PC1 > 13.45392
    PC2 <= -3.365487
    PC3 > -4.368711
    PC6 <= -1.150318
    PC16 > -1.946823
    PC65 <= 0.6338694
    ->  class 1\|1  [0.971]

Rule 15/143: (20.6, lift 16.2)
    PC1 > 13.45392
    PC6 <= -1.150318
    PC65 <= 0.6338694
    PC68 > 1.01486
    ->  class 1\|1  [0.956]

Rule 15/144: (261.8/12.8, lift 16.1)
    PC1 > -0.430681
    PC2 > -3.365487
    PC2 <= 2.231518
    PC6 > -3.211147
    PC7 > -7.025811
    PC9 > -0.4341528
    PC15 > -1.99789
    PC16 <= 0.8944156
    PC19 > -1.326658
    PC21 <= 0.8445365
    PC65 <= 0.6338694
    PC69 > -0.5220419
    PC84 <= 0.3400612
    PC91 <= 0.4909739
    PC99 > -0.4568278
    ->  class 1\|1  [0.948]

Rule 15/145: (12.1/0.2, lift 15.6)
    PC13 <= 0.2095596
    PC16 <= -1.946823
    PC55 <= -0.8477232
    PC59 <= 0.1114571
    PC98 > -0.002956027
    ->  class 1\|1  [0.916]

Rule 15/146: (8.6, lift 15.4)
    PC2 <= 2.231518
    PC7 <= -6.359869
    PC16 <= -1.946823
    PC19 > 0.1785025
    PC44 > -1.920527
    PC59 <= 0.293782
    ->  class 1\|1  [0.906]

Rule 15/147: (40.8/4.4, lift 14.9)
    PC1 > -0.430681
    PC16 <= -1.946823
    PC19 > 0.1785025
    PC43 <= -1.589684
    PC44 > -1.920527
    ->  class 1\|1  [0.874]

Rule 15/148: (5.2, lift 14.5)
    PC16 <= -1.946823
    PC98 > -0.002956027
    PC98 <= -0.0007499064
    ->  class 1\|1  [0.853]

Rule 15/149: (88.4/12.7, lift 14.4)
    PC2 <= 2.231518
    PC8 <= 0.5535071
    PC16 <= -1.946823
    PC19 > 0.1785025
    PC59 > 0.1114571
    ->  class 1\|1  [0.849]

Rule 15/150: (15.2/1.9, lift 14.1)
    PC1 > 13.45392
    PC2 <= -3.365487
    PC6 > -1.150318
    PC12 > 0.8916963
    ->  class 1\|1  [0.830]

Rule 15/151: (29.5/8.5, lift 11.8)
    PC1 > 9.70516
    PC6 <= -2.657511
    PC8 > -3.76792
    PC65 > 0.6338694
    ->  class 1\|1  [0.697]

Rule 15/152: (12.6/5.8, lift 9.1)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC8 > -0.5495703
    PC8 <= 1.456417
    PC36 > 0.6611916
    ->  class 1\|1  [0.535]

Rule 15/153: (1402.9/871.8, lift 6.4)
    PC2 > 2.231518
    PC3 > 1.640775
    ->  class 1\|1  [0.379]

Rule 15/154: (98.9, lift 15.1)
    PC1 > -0.430681
    PC2 > -3.365487
    PC2 <= 2.231518
    PC9 > -0.4341528
    PC16 > -1.946823
    PC69 > -0.5220419
    PC84 > 0.3400612
    ->  class 1\|2  [0.990]

Rule 15/155: (88.8, lift 15.1)
    PC1 > 13.45392
    PC2 <= -3.365487
    PC6 > -1.150318
    PC12 <= 0.8916963
    ->  class 1\|2  [0.989]

Rule 15/156: (87.1, lift 15.1)
    PC2 > 2.231518
    PC3 > 1.640775
    PC15 > -1.599951
    PC51 <= -0.7457969
    PC66 <= -0.2285949
    ->  class 1\|2  [0.989]

Rule 15/157: (79.5, lift 15.0)
    PC1 > -0.430681
    PC2 > -3.365487
    PC2 <= 2.231518
    PC16 > 0.8944156
    PC38 <= 0.2152591
    PC66 <= -0.3840364
    ->  class 1\|2  [0.988]

Rule 15/158: (122.4/0.7, lift 15.0)
    PC2 > -3.365487
    PC2 <= 2.231518
    PC5 > 2.606205
    PC12 <= 2.889639
    PC16 > 0.8944156
    PC65 <= 0.6338694
    ->  class 1\|2  [0.987]

Rule 15/159: (71.5, lift 15.0)
    PC1 > -0.430681
    PC2 > -3.365487
    PC2 <= 2.231518
    PC16 > 0.8944156
    PC27 <= -0.2616144
    PC38 <= 0.2152591
    ->  class 1\|2  [0.986]

Rule 15/160: (189.9/2.1, lift 15.0)
    PC2 <= 2.231518
    PC3 > 0.6922847
    PC12 <= 2.308176
    PC16 > 0.8944156
    PC26 > -0.6886058
    PC34 > -0.7250955
    PC38 <= 0.2152591
    PC39 > -0.2002335
    PC43 > -0.4883314
    PC65 <= 0.6338694
    PC90 > -0.8321912
    PC100 > -0.004760643
    ->  class 1\|2  [0.984]

Rule 15/161: (47.9, lift 14.9)
    PC1 > -0.430681
    PC2 > -3.365487
    PC2 <= 2.231518
    PC9 > -0.4341528
    PC12 <= 2.889639
    PC21 <= 0.8445365
    PC64 <= -0.9639336
    PC65 <= 0.6338694
    ->  class 1\|2  [0.980]

Rule 15/162: (36, lift 14.8)
    PC1 > 9.70516
    PC6 > -2.657511
    PC8 > -3.76792
    PC16 > -1.946823
    PC65 > 0.6338694
    ->  class 1\|2  [0.974]

Rule 15/163: (89.1/1.4, lift 14.8)
    PC2 > -3.365487
    PC16 > -1.946823
    PC16 <= 0.8944156
    PC19 <= -1.326658
    PC50 <= -0.6422505
    PC65 <= 0.6338694
    ->  class 1\|2  [0.973]

Rule 15/164: (55.7/0.6, lift 14.8)
    PC1 > -0.430681
    PC2 > -3.365487
    PC2 <= 2.231518
    PC16 > -1.946823
    PC16 <= 0.8944156
    PC19 <= -1.326658
    PC71 <= 0.937911
    PC76 <= -0.554917
    ->  class 1\|2  [0.972]

Rule 15/165: (34.1, lift 14.8)
    PC2 > 2.231518
    PC3 > 1.640775
    PC15 > -1.599951
    PC31 <= -0.159597
    PC51 <= -0.7457969
    ->  class 1\|2  [0.972]

Rule 15/166: (124.5/2.7, lift 14.8)
    PC2 > 2.231518
    PC3 > 1.640775
    PC14 > -1.660562
    PC16 > 0.9973184
    PC51 > -0.7457969
    ->  class 1\|2  [0.971]

Rule 15/167: (218.3/5.8, lift 14.8)
    PC1 > -0.430681
    PC2 > -3.365487
    PC2 <= 2.231518
    PC14 <= 0.7860648
    PC16 > -1.946823
    PC16 <= 0.8944156
    PC19 <= -1.326658
    PC20 > -0.2018907
    ->  class 1\|2  [0.969]

Rule 15/168: (28.2, lift 14.7)
    PC2 > 2.231518
    PC3 > 1.640775
    PC16 > -0.8953013
    PC29 > 0.1482688
    PC38 <= -0.00330259
    ->  class 1\|2  [0.967]

Rule 15/169: (77.1/2, lift 14.6)
    PC3 > 0.6922847
    PC16 > 0.8944156
    PC26 <= -0.6886058
    PC38 <= 0.2152591
    PC39 > -0.2002335
    PC65 <= 0.6338694
    PC73 > -0.3718268
    ->  class 1\|2  [0.962]

Rule 15/170: (21.5, lift 14.6)
    PC1 > -0.430681
    PC2 > -3.365487
    PC16 > 0.8944156
    PC38 <= 0.2152591
    PC39 <= -0.2002335
    PC100 <= -1.090882
    ->  class 1\|2  [0.957]

Rule 15/171: (21.4, lift 14.6)
    PC3 > 0.6922847
    PC16 > 0.8944156
    PC20 <= -1.91948
    ->  class 1\|2  [0.957]

Rule 15/172: (18.4, lift 14.5)
    PC1 > 13.84657
    PC8 <= -3.76792
    ->  class 1\|2  [0.951]

Rule 15/173: (18, lift 14.5)
    PC2 > -3.365487
    PC2 <= 2.231518
    PC7 > -7.025811
    PC16 > -1.946823
    PC21 <= 0.8445365
    PC59 > 1.023718
    PC65 <= 0.6338694
    ->  class 1\|2  [0.950]

Rule 15/174: (16.8, lift 14.4)
    PC2 > 2.231518
    PC3 > 1.640775
    PC16 > -0.8953013
    PC74 <= -1.942143
    ->  class 1\|2  [0.947]

Rule 15/175: (16.6, lift 14.4)
    PC2 <= 2.231518
    PC16 <= -1.946823
    PC44 <= -1.920527
    ->  class 1\|2  [0.946]

Rule 15/176: (214.7/11.7, lift 14.3)
    PC2 > 2.231518
    PC3 > 1.640775
    PC10 > -0.08982419
    PC16 > -0.8953013
    PC25 <= 0.3963984
    PC38 > -0.00330259
    PC51 > -0.7457969
    PC93 > -0.9696231
    ->  class 1\|2  [0.941]

Rule 15/177: (45.1/2, lift 14.3)
    PC2 <= -0.2622361
    PC3 > 0.6922847
    PC16 > -1.946823
    PC38 > 0.2152591
    PC65 <= 0.6338694
    ->  class 1\|2  [0.936]

Rule 15/178: (21.8/0.7, lift 14.1)
    PC3 > 1.640775
    PC16 > -0.8953013
    PC38 <= -0.00330259
    PC93 > -0.9696231
    PC94 > 0.8499737
    ->  class 1\|2  [0.928]

Rule 15/179: (88.2/6.2, lift 14.0)
    PC2 <= 2.231518
    PC7 <= -7.025811
    PC12 <= 2.889639
    PC16 > -1.946823
    PC21 <= 0.8445365
    ->  class 1\|2  [0.920]

Rule 15/180: (30.8/2.8, lift 13.5)
    PC2 <= 2.231518
    PC13 <= 0.2095596
    PC16 <= -1.946823
    PC19 <= 0.1785025
    PC46 <= 0.1490067
    ->  class 1\|2  [0.885]

Rule 15/181: (93.1, lift 16.1)
    PC2 <= 2.231518
    PC3 > 0.6922847
    PC5 <= 2.606205
    PC16 > 0.8944156
    PC20 > -1.91948
    PC27 > -0.2616144
    PC39 > -0.2002335
    PC100 <= -0.004760643
    ->  class 1\|3  [0.989]

Rule 15/182: (395.9/154.2, lift 9.9)
    PC3 > 1.640775
    PC14 > -1.660562
    PC16 > -0.8953013
    PC51 <= -0.7457969
    ->  class 1\|3  [0.610]

Rule 15/183: (4270/3204.8, lift 4.0)
    PC1 > -0.430681
    PC2 <= 2.231518
    ->  class 1\|3  [0.250]

Rule 15/184: (289.1, lift 16.7)
    PC8 > 1.456417
    PC10 <= 0.5683248
    PC16 <= 0.6058912
    PC19 <= -1.107148
    PC21 > 0.92866
    PC41 <= 1.60975
    PC88 > -0.319935
    ->  class 2\|0  [0.997]

Rule 15/185: (324/1.8, lift 16.7)
    PC8 > -0.5495703
    PC10 <= 0.5683248
    PC11 > -0.370402
    PC13 > -0.6176337
    PC16 <= 0.6058912
    PC19 <= -1.635959
    PC20 <= 0.09120373
    PC21 > -0.2469342
    PC30 <= 0.4288014
    PC41 <= 1.60975
    PC46 <= 1.367157
    PC88 > -0.319935
    ->  class 2\|0  [0.992]

Rule 15/186: (117.7/0.4, lift 16.6)
    PC8 > -0.5495703
    PC10 <= 0.5683248
    PC13 > -0.6176337
    PC19 <= -1.107148
    PC21 > -0.2469342
    PC30 <= 0.4288014
    PC41 <= 1.60975
    PC46 <= 1.367157
    PC75 > 0.4809653
    ->  class 2\|0  [0.988]

Rule 15/187: (227/1.9, lift 16.6)
    PC8 > 1.456417
    PC11 > -0.694379
    PC21 > 1.96372
    PC48 <= 0.03186287
    PC66 > -0.8810961
    PC96 > -0.3144718
    PC97 <= 1.434089
    ->  class 2\|0  [0.987]

Rule 15/188: (68.3, lift 16.6)
    PC1 > -0.430681
    PC1 <= 9.70516
    PC3 <= -0.3946742
    PC8 > -3.76792
    PC54 <= -1.8161
    PC64 <= 0.8151643
    PC65 > 0.6338694
    PC99 > -2.25938
    ->  class 2\|0  [0.986]

Rule 15/189: (44, lift 16.4)
    PC1 <= -0.430681
    PC8 > 1.456417
    PC11 > -0.694379
    PC21 > -0.2469342
    PC21 <= 1.96372
    PC73 > 0.692283
    PC96 > -0.3144718
    ->  class 2\|0  [0.978]

Rule 15/190: (91.9/1.5, lift 16.3)
    PC1 <= -0.430681
    PC8 > 1.456417
    PC11 > -0.370402
    PC21 > -0.2469342
    PC46 <= -1.083396
    PC66 > -0.8810961
    PC97 <= 1.434089
    ->  class 2\|0  [0.973]

Rule 15/191: (83.7/1.4, lift 16.3)
    PC2 <= 2.231518
    PC8 > 1.456417
    PC11 > -0.370402
    PC21 > -0.2469342
    PC32 > 1.688222
    ->  class 2\|0  [0.972]

Rule 15/192: (79.9/2.8, lift 16.0)
    PC8 > 4.941788
    PC11 > -0.370402
    PC19 > -1.107148
    PC21 > -0.2469342
    PC66 > -0.8810961
    ->  class 2\|0  [0.953]

Rule 15/193: (6.8, lift 14.8)
    PC1 <= -0.430681
    PC8 > 1.456417
    PC11 <= -0.694379
    PC20 <= -0.1617082
    PC96 > -0.3144718
    ->  class 2\|0  [0.879]

Rule 15/194: (4.9, lift 14.4)
    PC1 <= -0.430681
    PC2 > -1.242138
    PC2 <= 2.231518
    PC8 > -0.5495703
    PC21 <= -0.2469342
    ->  class 2\|0  [0.856]

Rule 15/195: (33/4.7, lift 14.1)
    PC1 <= -0.430681
    PC8 > 1.456417
    PC8 <= 4.941788
    PC11 > -0.370402
    PC11 <= -0.3052906
    PC21 > -0.2469342
    PC96 > -0.3144718
    ->  class 2\|0  [0.838]

Rule 15/196: (129.4/33.2, lift 12.4)
    PC2 <= 2.231518
    PC8 > 1.456417
    PC11 > -0.370402
    PC21 > -0.2469342
    PC46 > -1.083396
    PC66 > 0.6697623
    ->  class 2\|0  [0.740]

Rule 15/197: (205.4/0.9, lift 10.2)
    PC1 <= -0.430681
    PC8 > 0.4562416
    PC8 <= 1.456417
    PC12 <= 2.086369
    PC19 <= 2.403269
    PC20 <= 0.3845912
    PC47 <= 0.463648
    PC56 > -0.3757456
    PC57 <= 0.01772677
    PC70 <= 0.336256
    PC73 > -0.822712
    PC77 > -0.2206832
    ->  class 2\|1  [0.991]

Rule 15/198: (193.8/1.3, lift 10.2)
    PC1 <= -0.430681
    PC8 > 1.456417
    PC11 <= -0.694379
    PC20 > -0.1617082
    PC21 > -0.2469342
    PC55 > -1.105198
    PC96 > -0.3144718
    ->  class 2\|1  [0.988]

Rule 15/199: (33.4, lift 10.0)
    PC1 <= -0.430681
    PC8 > 1.456417
    PC11 > -0.694379
    PC16 > 0.6058912
    PC21 <= 1.96372
    PC97 <= 1.434089
    ->  class 2\|1  [0.972]

Rule 15/200: (29.7, lift 10.0)
    PC1 > -0.430681
    PC1 <= 13.45392
    PC2 <= -3.365487
    PC8 > -3.76792
    PC41 > 1.147483
    PC65 <= 0.6338694
    ->  class 2\|1  [0.968]

Rule 15/201: (178.3/5.5, lift 9.9)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC8 > -0.5495703
    PC11 > -0.694379
    PC21 <= 1.96372
    PC73 <= 0.692283
    PC88 <= -0.319935
    PC96 > -0.3144718
    ->  class 2\|1  [0.964]

Rule 15/202: (109.5/6.3, lift 9.6)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC8 > -0.5495703
    PC17 <= 0.7541111
    PC20 <= -0.5436103
    ->  class 2\|1  [0.935]

Rule 15/203: (10.7, lift 9.5)
    PC1 > -0.430681
    PC3 <= -0.3946742
    PC54 <= -1.8161
    PC99 <= -2.25938
    ->  class 2\|1  [0.921]

Rule 15/204: (5, lift 8.8)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC8 > 0.1528525
    PC8 <= 0.1542332
    ->  class 2\|1  [0.857]

Rule 15/205: (67/14.3, lift 8.0)
    PC1 <= -0.430681
    PC8 > 1.456417
    PC96 <= -0.3144718
    PC97 <= 1.434089
    ->  class 2\|1  [0.778]

Rule 15/206: (74.6/16.7, lift 7.9)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC8 > -3.17329
    PC28 <= -0.2656237
    ->  class 2\|1  [0.770]

Rule 15/207: (50/13, lift 7.5)
    PC2 <= 2.231518
    PC8 > -3.17329
    PC14 <= -3.571462
    ->  class 2\|1  [0.730]

Rule 15/208: (8.1/2.3, lift 6.9)
    PC2 <= 2.231518
    PC13 <= 0.2095596
    PC16 <= -1.946823
    PC35 <= -0.6341802
    ->  class 2\|1  [0.674]

Rule 15/209: (3357.4/1650.1, lift 5.2)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC8 > -0.5495703
    ->  class 2\|1  [0.509]

Rule 15/210: (47.6/23.5, lift 5.2)
    PC1 > -0.430681
    PC2 > -3.365487
    PC2 <= 2.231518
    PC8 > -3.76792
    PC9 <= -0.4341528
    PC16 <= 0.8944156
    PC19 > -1.326658
    PC65 <= 0.6338694
    ->  class 2\|1  [0.505]

Rule 15/211: (262.5/4.1, lift 11.4)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC8 > -3.17329
    PC8 <= -0.5495703
    PC13 > -0.8186352
    PC26 <= 3.09007
    PC32 <= 1.601086
    PC34 <= 0.6044881
    PC57 <= -0.100883
    PC60 <= -0.2907742
    PC90 > -0.6953092
    PC100 <= 1.808399
    ->  class 2\|2  [0.981]

Rule 15/212: (257.8/5.7, lift 11.3)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC8 > -3.17329
    PC8 <= -0.5495703
    PC13 > -0.8186352
    PC15 > -1.745862
    PC19 > -3.368043
    PC26 <= 3.09007
    PC32 <= 1.601086
    PC34 <= 0.6044881
    PC57 <= -0.100883
    PC86 > -0.5617738
    PC90 > -0.6953092
    PC99 > -1.00582
    ->  class 2\|2  [0.974]

Rule 15/213: (88.7/1.5, lift 11.3)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC8 > -1.655794
    PC8 <= -0.5495703
    PC14 > -3.571462
    PC28 > 0.04988255
    PC45 <= 0.4335379
    PC47 > -0.8644236
    PC52 <= 0.2266503
    PC65 > -1.416926
    ->  class 2\|2  [0.972]

Rule 15/214: (39.1/0.4, lift 11.2)
    PC2 <= 2.231518
    PC6 <= -0.216751
    PC8 > -3.17329
    PC8 <= -0.5495703
    PC32 <= 1.601086
    PC35 <= 0.5842086
    PC57 > -0.100883
    PC78 > 1.087495
    ->  class 2\|2  [0.967]

Rule 15/215: (52.6/0.9, lift 11.2)
    PC1 > -0.430681
    PC1 <= 13.45392
    PC2 <= -3.365487
    PC8 > -3.76792
    PC15 > -0.9873269
    PC41 <= 1.147483
    PC65 <= 0.6338694
    ->  class 2\|2  [0.965]

Rule 15/216: (47.7/1.1, lift 11.1)
    PC1 <= -0.430681
    PC8 > 1.456417
    PC21 <= -0.2469342
    PC22 <= -1.207938
    PC77 <= -0.1120391
    ->  class 2\|2  [0.959]

Rule 15/217: (53.9/1.5, lift 11.1)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC8 > -0.5495703
    PC8 <= 1.456417
    PC17 <= 0.7541111
    PC57 <= 0.01772677
    PC70 > -0.9037994
    PC73 <= -0.822712
    ->  class 2\|2  [0.955]

Rule 15/218: (126.4/4.7, lift 11.1)
    PC1 <= -0.430681
    PC8 <= 1.456417
    PC13 > 0.2065419
    PC19 > 2.403269
    PC20 > -0.06952403
    PC57 <= 0.01772677
    ->  class 2\|2  [0.955]

Rule 15/219: (70.5/2.4, lift 11.1)
    PC2 <= 2.231518
    PC6 <= -0.216751
    PC8 > -3.17329
    PC8 <= -1.655794
    PC14 > -3.571462
    PC19 > -3.368043
    PC28 > -0.2656237
    PC29 <= 0.2805822
    PC30 > 0.1037648
    PC35 <= 0.5842086
    PC39 > -0.2796223
    PC73 <= 1.114849
    PC76 > -0.01608595
    ->  class 2\|2  [0.954]

Rule 15/220: (26.3/0.4, lift 11.1)
    PC2 <= 2.231518
    PC8 > -0.5495703
    PC8 <= 1.456417
    PC28 <= 0.119512
    PC61 > 1.795327
    ->  class 2\|2  [0.952]

Rule 15/221: (208.1/9.1, lift 11.1)
    PC2 <= 2.231518
    PC4 <= 0.2619953
    PC8 > -1.655794
    PC8 <= -0.5495703
    PC10 > -0.2977719
    PC26 > -2.09874
    PC31 <= 1.471701
    PC38 > -0.530539
    PC49 > -0.1087762
    PC52 <= 0.2266503
    PC57 <= 0.2513795
    PC64 > -0.2265663
    PC100 <= 0.51297
    ->  class 2\|2  [0.952]

Rule 15/222: (18.5, lift 11.1)
    PC1 <= -0.430681
    PC2 <= -1.721669
    PC8 > -0.5495703
    PC8 <= 1.456417
    PC28 <= 0.119512
    PC57 > 0.01772677
    PC83 > -0.8493475
    PC94 > -0.6531713
    PC95 > -0.2003128
    PC98 > 0.3894151
    ->  class 2\|2  [0.951]

Rule 15/223: (17.7, lift 11.0)
    PC2 <= 2.231518
    PC6 <= -0.216751
    PC8 > -3.17329
    PC8 <= -0.5495703
    PC30 <= 0.1037648
    PC32 <= 1.601086
    PC35 <= 0.5842086
    PC86 > 1.011395
    ->  class 2\|2  [0.949]

Rule 15/224: (87.9/3.9, lift 11.0)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC3 > -1.644617
    PC8 > -0.5495703
    PC8 <= 0.4562416
    PC17 <= 0.7541111
    PC20 > -0.5436103
    PC57 <= 0.01772677
    PC70 > -0.9037994
    PC79 <= -0.07988233
    ->  class 2\|2  [0.946]

Rule 15/225: (15, lift 10.9)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC8 > -0.5495703
    PC8 <= 1.456417
    PC19 <= 2.403269
    PC70 > 0.336256
    PC77 > -0.2206832
    ->  class 2\|2  [0.941]

Rule 15/226: (307.8/17.7, lift 10.9)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC3 > -1.644617
    PC8 > -0.5495703
    PC8 <= 0.4562416
    PC20 > -0.5436103
    PC45 > -0.02925749
    PC45 <= 0.3813834
    PC57 <= 0.01772677
    PC70 > -0.9037994
    ->  class 2\|2  [0.940]

Rule 15/227: (18.1/0.2, lift 10.9)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC8 > -0.5495703
    PC8 <= 1.456417
    PC56 <= -0.3757456
    PC57 <= 0.01772677
    PC69 <= 0.4633058
    PC77 > -0.2206832
    ->  class 2\|2  [0.940]

Rule 15/228: (29.5/1.1, lift 10.8)
    PC1 <= -0.430681
    PC6 <= -0.216751
    PC8 > -3.17329
    PC8 <= -1.655794
    PC35 <= 0.5842086
    PC57 > -0.100883
    PC90 > 0.3350238
    ->  class 2\|2  [0.932]

Rule 15/229: (12, lift 10.8)
    PC6 <= -0.216751
    PC8 <= -0.5495703
    PC14 > -3.571462
    PC29 <= 0.2805822
    PC72 <= -5.218967
    ->  class 2\|2  [0.929]

Rule 15/230: (11.8, lift 10.8)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC8 > -1.655794
    PC8 <= -0.5495703
    PC49 > -0.1087762
    PC65 <= -1.416926
    ->  class 2\|2  [0.928]

Rule 15/231: (30.5/1.4, lift 10.8)
    PC1 <= -0.430681
    PC8 > 0.4562416
    PC8 <= 1.456417
    PC20 > 0.3845912
    PC57 <= 0.01772677
    ->  class 2\|2  [0.926]

Rule 15/232: (257.7/21.3, lift 10.6)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC4 <= 0.06959401
    PC8 > -1.655794
    PC8 <= -0.5495703
    PC10 > -0.2977719
    PC14 > -3.571462
    PC14 <= 2.780849
    PC19 > -3.368043
    PC32 <= 1.601086
    PC47 > -0.8644236
    PC49 <= -0.1087762
    ->  class 2\|2  [0.914]

Rule 15/233: (70.1/6.2, lift 10.5)
    PC1 <= -0.430681
    PC8 > 0.4562416
    PC8 <= 1.456417
    PC19 <= 2.403269
    PC23 > 0.5172195
    PC57 <= 0.01772677
    PC70 > -0.9037994
    PC77 <= -0.2206832
    ->  class 2\|2  [0.901]

Rule 15/234: (50.6/4.4, lift 10.4)
    PC2 <= -1.721669
    PC8 > -0.5495703
    PC8 <= 1.456417
    PC19 > -0.8355679
    PC28 <= 0.119512
    PC57 > 0.01772677
    PC94 > -0.6531713
    PC95 > -0.2003128
    PC98 <= -0.3892757
    ->  class 2\|2  [0.897]

Rule 15/235: (7.5, lift 10.4)
    PC1 <= -0.430681
    PC8 > -3.17329
    PC8 <= -0.5495703
    PC28 > -0.2656237
    PC32 > 1.579936
    PC32 <= 1.601086
    ->  class 2\|2  [0.895]

Rule 15/236: (13.6/1.3, lift 9.9)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC8 > -0.5495703
    PC8 <= 1.456417
    PC57 > 0.01772677
    PC66 <= -1.058444
    PC83 > -0.8493475
    ->  class 2\|2  [0.852]

Rule 15/237: (10.9/0.9, lift 9.9)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC8 > -0.5495703
    PC8 <= 1.456417
    PC12 > 2.086369
    PC57 <= 0.01772677
    PC70 > -0.9037994
    PC77 > -0.2206832
    ->  class 2\|2  [0.849]

Rule 15/238: (3.8, lift 9.6)
    PC1 <= -0.430681
    PC8 > 1.456417
    PC11 <= -0.694379
    PC55 <= -1.105198
    ->  class 2\|2  [0.827]

Rule 15/239: (12.1/1.5, lift 9.5)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC8 <= -0.5495703
    PC20 > 0.8294119
    ->  class 2\|2  [0.819]

Rule 15/240: (13.8/2.7, lift 8.9)
    PC1 > -0.430681
    PC1 <= 9.70516
    PC8 > -3.76792
    PC16 > -1.946823
    PC34 > -0.999545
    PC50 > -0.7384829
    PC64 > 0.8151643
    PC65 > 0.6338694
    ->  class 2\|2  [0.768]

Rule 15/241: (49.2/11.3, lift 8.8)
    PC1 <= -0.430681
    PC8 <= -0.5495703
    PC14 > 2.780849
    PC45 <= 0.4335379
    ->  class 2\|2  [0.759]

Rule 15/242: (25.1/6.5, lift 8.4)
    PC2 <= 2.231518
    PC6 <= -0.216751
    PC8 > -3.17329
    PC8 <= -1.655794
    PC29 > 0.2805822
    ->  class 2\|2  [0.725]

Rule 15/243: (14.5/4.3, lift 7.9)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC8 > -0.5495703
    PC8 <= 1.456417
    PC57 > 0.01772677
    PC83 <= -0.8493475
    PC92 <= 0.01252989
    ->  class 2\|2  [0.680]

Rule 15/244: (24.1/10.4, lift 6.5)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC8 > -0.5495703
    PC8 <= 1.456417
    PC47 > 0.463648
    PC77 > -0.2206832
    ->  class 2\|2  [0.562]

Rule 15/245: (54.3, lift 7.7)
    PC1 > -0.430681
    PC2 <= 2.231518
    PC8 <= -3.76792
    PC43 <= -0.1728197
    ->  class 2\|3  [0.982]

Rule 15/246: (48.2, lift 7.7)
    PC1 <= -0.430681
    PC7 <= 0.02610334
    PC8 > -0.5495703
    PC19 <= -0.8355679
    PC22 > -1.128947
    PC28 <= 0.119512
    PC57 > 0.01772677
    ->  class 2\|3  [0.980]

Rule 15/247: (47.1, lift 7.7)
    PC2 <= 2.231518
    PC8 > -0.5495703
    PC8 <= 1.456417
    PC57 > 0.01772677
    PC83 <= -0.8493475
    PC92 > 0.01252989
    ->  class 2\|3  [0.980]

Rule 15/248: (137/4.3, lift 7.5)
    PC1 > -0.430681
    PC1 <= 13.84657
    PC2 <= 2.231518
    PC8 <= -3.76792
    PC57 <= -0.08288413
    PC61 <= 1.122933
    ->  class 2\|3  [0.962]

Rule 15/249: (15, lift 7.3)
    PC1 > -0.430681
    PC1 <= 13.45392
    PC2 <= -3.365487
    PC8 > -3.76792
    PC15 <= -0.9873269
    PC16 > -1.946823
    PC41 <= 1.147483
    ->  class 2\|3  [0.940]

Rule 15/250: (60.4/3.2, lift 7.3)
    PC1 <= -0.430681
    PC2 <= -1.721669
    PC5 <= 1.400573
    PC8 > -0.5495703
    PC8 <= 1.456417
    PC19 > -0.8355679
    PC22 > -1.128947
    PC28 <= 0.119512
    PC36 > -0.3345284
    PC36 <= 0.1031072
    PC50 > -0.9307742
    PC57 > 0.01772677
    PC61 <= 1.795327
    PC83 > -0.8493475
    PC94 > -0.6531713
    PC95 > -0.2003128
    PC98 > -0.3892757
    PC98 <= 0.3894151
    ->  class 2\|3  [0.932]

Rule 15/251: (52.7/3.1, lift 7.2)
    PC8 <= -0.5495703
    PC14 <= 2.780849
    PC31 > 1.471701
    PC49 > -0.1087762
    PC57 > -0.100883
    PC64 > -0.2265663
    ->  class 2\|3  [0.925]

Rule 15/252: (67.1/4.2, lift 7.2)
    PC2 <= 2.231518
    PC8 <= -0.5495703
    PC15 <= -1.745862
    PC32 <= 1.601086
    PC34 <= 0.6044881
    PC57 <= -0.100883
    PC60 > -0.2907742
    PC86 > -0.5617738
    ->  class 2\|3  [0.925]

Rule 15/253: (24.4/1.7, lift 7.0)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC8 > -0.5495703
    PC17 > 0.7541111
    PC36 <= 0.6611916
    PC57 <= 0.01772677
    PC69 <= 0.4633058
    ->  class 2\|3  [0.900]

Rule 15/254: (286.3/87.2, lift 5.4)
    PC2 > -3.365487
    PC2 <= 2.231518
    PC3 <= 0.6922847
    PC16 > 0.8944156
    PC65 <= 0.6338694
    ->  class 2\|3  [0.694]

Rule 15/255: (24/7.4, lift 5.3)
    PC1 > -0.430681
    PC1 <= 9.70516
    PC2 <= 2.231518
    PC3 <= -0.3946742
    PC8 > -3.76792
    PC50 > -0.7384829
    PC54 > -1.8161
    PC64 <= 0.8151643
    PC65 > 0.6338694
    ->  class 2\|3  [0.679]

Rule 15/256: (343.1/138.1, lift 4.7)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC8 <= 1.456417
    PC69 > 0.4633058
    ->  class 2\|3  [0.597]

Rule 15/257: (12174.1/9623.2, lift 1.6)
    PC2 <= 2.231518
    ->  class 2\|3  [0.210]

Rule 15/258: (471.6, lift 13.3)
    PC1 > -3.113458
    PC2 <= 2.231518
    PC8 <= -0.5495703
    PC11 <= -4.127287
    ->  class 2\|4  [0.998]

Rule 15/259: (290.9, lift 13.3)
    PC1 <= -0.430681
    PC19 <= -5.594461
    ->  class 2\|4  [0.997]

Rule 15/260: (66.2, lift 13.1)
    PC8 <= -3.17329
    PC15 <= 0.7261078
    PC17 <= 0.9835293
    PC43 > -0.138937
    PC51 <= 0.004318869
    PC60 > 1.210698
    PC71 > -0.42316
    PC74 > -0.8882745
    ->  class 2\|4  [0.985]

Rule 15/261: (69.1/0.7, lift 13.0)
    PC1 > -0.430681
    PC1 <= 13.84657
    PC2 <= 2.231518
    PC8 <= -3.76792
    PC43 > -0.1728197
    PC57 > -0.08288413
    ->  class 2\|4  [0.976]

Rule 15/262: (319.8/14, lift 12.7)
    PC8 <= -3.17329
    PC15 <= 0.7261078
    PC17 <= 0.9835293
    PC40 <= 0.5625812
    PC43 > -0.138937
    PC49 <= 0.1459025
    PC51 > 0.004318869
    PC55 <= 0.1311725
    PC62 > -1.436106
    PC71 > -0.42316
    PC74 > -0.8882745
    PC76 <= 0.5309201
    PC81 <= 0.3097948
    PC86 > -0.4915097
    PC89 <= 0.8626315
    PC93 <= 0.446324
    ->  class 2\|4  [0.954]

Rule 15/263: (49.6/2, lift 12.5)
    PC1 <= -0.430681
    PC8 <= -3.17329
    PC15 <= 0.7261078
    PC17 <= 0.9835293
    PC43 > -0.138937
    PC49 <= 0.1459025
    PC51 <= 0.004318869
    PC71 > -0.42316
    PC74 > -0.8882745
    PC81 <= 0.3097948
    PC85 > 0.1056753
    PC94 > 0.308517
    ->  class 2\|4  [0.941]

Rule 15/264: (20.5/0.4, lift 12.5)
    PC6 > -0.216751
    PC8 > -3.17329
    PC8 <= -1.655794
    PC12 > -0.4824975
    PC38 <= -0.2664768
    PC57 > -0.100883
    ->  class 2\|4  [0.940]

Rule 15/265: (178.5/9.8, lift 12.5)
    PC1 <= -0.430681
    PC8 <= -3.17329
    PC14 > -2.730248
    PC40 > 0.5625812
    PC43 > -0.138937
    PC74 > -0.8882745
    ->  class 2\|4  [0.940]

Rule 15/266: (11/0.4, lift 11.9)
    PC1 <= -0.430681
    PC8 <= -3.17329
    PC43 <= -0.138937
    PC100 > 2.898405
    ->  class 2\|4  [0.896]

Rule 15/267: (45.2/6, lift 11.4)
    PC1 <= -0.430681
    PC8 > -3.17329
    PC8 <= -0.5495703
    PC19 <= -3.368043
    PC73 > 0.2286727
    ->  class 2\|4  [0.853]

Rule 15/268: (44.1/7, lift 11.0)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC8 <= -0.5495703
    PC17 <= 0.9835293
    PC38 <= -0.5888656
    PC40 <= 0.5625812
    PC43 > -0.138937
    PC49 <= 0.1459025
    PC55 <= 0.1311725
    PC71 > -0.42316
    PC76 <= 0.5309201
    PC94 <= 0.308517
    ->  class 2\|4  [0.826]

Rule 15/269: (20.6/3.1, lift 10.9)
    PC1 > -0.430681
    PC1 <= 13.84657
    PC2 <= 2.231518
    PC8 <= -3.76792
    PC61 > 1.122933
    ->  class 2\|4  [0.820]

Rule 15/270: (38.3/9.8, lift 9.7)
    PC1 > -0.430681
    PC1 <= 9.70516
    PC2 <= 2.231518
    PC65 > 0.6338694
    PC80 > 0.1303974
    ->  class 2\|4  [0.731]

Rule 15/271: (50.7/28.6, lift 5.9)
    PC1 <= -0.430681
    PC2 <= 2.231518
    PC8 > -3.17329
    PC8 <= -0.5495703
    PC45 > 0.4335379
    ->  class 2\|4  [0.439]

Default class: 2\|3

-----  Trial 16:  -----

Rules:

Rule 16/1: (166.3, lift 17.1)
    PC13 <= 6.880823
    PC18 > 1.10851
    PC21 > -0.8702136
    PC26 <= 0.6085084
    PC34 > 2.142483
    PC45 <= 1.174717
    PC54 <= 2.258248
    PC91 > -1.025395
    PC98 <= 2.093599
    PC99 > -0.4938342
    ->  class 0\|0  [0.994]

Rule 16/2: (121.2, lift 17.0)
    PC11 > -0.07613929
    PC13 <= 0.8367534
    PC18 > 1.10851
    PC21 > -0.8702136
    PC25 <= 0.3170353
    PC31 > -0.2380721
    PC35 <= 0.4380947
    PC76 <= 0.5845606
    PC84 > 0.1731036
    PC91 > -1.025395
    PC99 > -0.4938342
    PC100 > -1.340593
    ->  class 0\|0  [0.992]

Rule 16/3: (123.8/0.1, lift 17.0)
    PC7 > -0.9174458
    PC11 > -0.07613929
    PC13 <= 0.8367534
    PC18 > 2.340441
    PC21 > -0.8702136
    PC24 <= 3.740935
    PC25 <= 0.3170353
    PC26 <= 0.6085084
    PC31 > -0.2380721
    PC35 <= 0.4380947
    PC41 > -0.1608191
    PC45 <= 1.174717
    PC46 <= 0.44506
    PC55 > -0.2025151
    PC59 <= 0.1354904
    PC76 > -0.4379972
    PC84 <= 0.1133945
    PC99 > -0.409831
    ->  class 0\|0  [0.991]

Rule 16/4: (117.7/0.5, lift 16.9)
    PC11 > -0.07613929
    PC13 > -0.8924426
    PC13 <= 0.8367534
    PC18 > 1.10851
    PC21 > -0.8702136
    PC25 <= 0.3170353
    PC26 <= 0.6085084
    PC31 > -0.2380721
    PC35 <= 0.4380947
    PC41 > -0.1608191
    PC45 <= 1.174717
    PC59 <= 0.1354904
    PC76 <= 0.5845606
    PC95 <= 0.8596638
    PC99 > -0.4938342
    ->  class 0\|0  [0.988]

Rule 16/5: (70.6, lift 16.9)
    PC2 > 2.5099
    PC13 <= 6.880823
    PC18 > 1.10851
    PC21 > -0.8702136
    PC24 <= -2.800758
    PC26 <= 0.6085084
    PC76 > -0.4389303
    PC91 > -1.025395
    PC95 <= 0.8596638
    ->  class 0\|0  [0.986]

Rule 16/6: (182.8/1.5, lift 16.9)
    PC13 <= 6.880823
    PC18 > 1.10851
    PC21 > -0.8702136
    PC26 <= 0.6085084
    PC28 > -0.7168954
    PC55 > -0.2025151
    PC56 <= -0.2403979
    PC91 > -1.025395
    PC94 > 0.4882654
    PC95 <= 0.8596638
    PC98 <= 2.093599
    PC99 > -0.4938342
    ->  class 0\|0  [0.986]

Rule 16/7: (58.2, lift 16.9)
    PC2 > 2.5099
    PC12 > -1.630552
    PC13 <= 6.880823
    PC18 > 1.10851
    PC26 <= 0.6085084
    PC85 <= 2.546556
    PC91 <= 2.867553
    PC99 <= -1.518666
    ->  class 0\|0  [0.983]

Rule 16/8: (48, lift 16.8)
    PC13 <= 6.880823
    PC18 > 1.10851
    PC21 > -0.8702136
    PC26 <= 0.6085084
    PC35 <= 0.4380947
    PC54 <= 2.258248
    PC76 > -0.4389303
    PC91 > 1.535869
    PC91 <= 2.867553
    ->  class 0\|0  [0.980]

Rule 16/9: (298/5.6, lift 16.8)
    PC2 > 2.5099
    PC10 > -7.487243
    PC13 <= 6.880823
    PC18 > 1.10851
    PC21 > -0.8702136
    PC26 <= 0.6085084
    PC32 > -0.638239
    PC55 > -0.2025151
    PC76 <= -0.4389303
    PC91 > -1.025395
    PC91 <= 2.867553
    PC94 > -0.6911727
    PC97 <= 0.9834877
    PC99 > -0.4938342
    ->  class 0\|0  [0.978]

Rule 16/10: (47.5/0.2, lift 16.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC12 > -1.630552
    PC13 <= 6.880823
    PC18 > -0.3762526
    PC26 <= 0.6085084
    PC35 <= 0.4380947
    PC54 <= 2.258248
    PC55 > -0.2025151
    PC76 > -0.4389303
    PC91 > -1.025395
    PC100 > 0.981165
    ->  class 0\|0  [0.976]

Rule 16/11: (63.4/0.7, lift 16.7)
    PC2 > 2.5099
    PC13 <= 6.880823
    PC18 > 1.10851
    PC26 <= 0.6085084
    PC52 > -2.345006
    PC75 > 0.486291
    PC91 > -2.470273
    PC91 <= 2.867553
    PC100 > -1.340593
    ->  class 0\|0  [0.974]

Rule 16/12: (29, lift 16.6)
    PC12 > -1.630552
    PC18 > 1.10851
    PC21 <= -0.8702136
    PC36 <= 3.90628
    PC80 > 0.6913469
    PC91 > -2.470273
    PC91 <= 2.867553
    ->  class 0\|0  [0.968]

Rule 16/13: (19.7/0.2, lift 16.2)
    PC12 > -1.630552
    PC18 > 1.10851
    PC21 <= -0.8702136
    PC26 <= 0.6085084
    PC36 <= 3.90628
    PC91 <= -0.1437197
    PC99 > -0.4938342
    ->  class 0\|0  [0.942]

Rule 16/14: (10.3, lift 15.8)
    PC2 > 2.5099
    PC13 <= 6.880823
    PC18 > 1.10851
    PC43 <= -2.666549
    PC85 <= 2.546556
    ->  class 0\|0  [0.919]

Rule 16/15: (10.4, lift 15.8)
    PC3 <= 1.640775
    PC12 > -1.630552
    PC12 <= -0.6462302
    PC18 > 1.10851
    PC52 > -2.345006
    PC55 <= -0.2025151
    PC75 <= 0.486291
    PC91 <= 2.867553
    ->  class 0\|0  [0.918]

Rule 16/16: (8.6, lift 15.5)
    PC13 <= 6.880823
    PC18 > 1.10851
    PC21 <= -0.8702136
    PC26 <= 0.6085084
    PC34 <= -0.6912294
    ->  class 0\|0  [0.906]

Rule 16/17: (77.7/6.7, lift 15.5)
    PC2 > 2.5099
    PC13 <= 6.880823
    PC18 > 1.10851
    PC26 <= 0.6085084
    PC53 <= -0.7665774
    PC75 <= 0.486291
    PC91 > -2.470273
    PC91 <= 2.867553
    PC99 <= -0.4938342
    ->  class 0\|0  [0.903]

Rule 16/18: (221.9/38, lift 14.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 > 0.1706467
    PC18 > -0.3762526
    ->  class 0\|0  [0.826]

Rule 16/19: (7.1/0.7, lift 14.0)
    PC13 > 6.880823
    PC18 > 3.528055
    PC31 > 0.1783828
    PC36 <= 3.90628
    ->  class 0\|0  [0.814]

Rule 16/20: (64.9/13.8, lift 13.4)
    PC1 > -0.430681
    PC8 > -0.3491239
    PC16 > -1.946823
    PC18 > 0.2241086
    PC20 > 0.3622146
    PC32 > 0.08666758
    PC42 > -0.7482097
    ->  class 0\|0  [0.779]

Rule 16/21: (38.3/8.1, lift 13.3)
    PC2 > 2.5099
    PC12 > -1.630552
    PC13 <= 6.880823
    PC18 > 1.10851
    PC100 <= -1.340593
    ->  class 0\|0  [0.774]

Rule 16/22: (151.4/39.1, lift 12.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 6.880823
    PC18 > -0.3762526
    PC36 <= 3.90628
    PC47 <= -0.9079783
    PC85 <= 2.546556
    PC86 <= 3.973708
    ->  class 0\|0  [0.738]

Rule 16/23: (178.9, lift 12.7)
    PC2 > 2.5099
    PC12 > -1.630552
    PC13 <= -0.8924426
    PC18 > 1.10851
    PC18 <= 2.340441
    PC41 > -0.1608191
    PC85 <= 2.546556
    PC91 > -2.470273
    PC94 <= 0.4882654
    PC100 > -1.340593
    PC100 <= 0.981165
    ->  class 0\|1  [0.994]

Rule 16/24: (73.1, lift 12.6)
    PC2 > 2.5099
    PC13 > 0.8367534
    PC13 <= 6.880823
    PC18 > -0.3762526
    PC34 <= 2.142483
    PC52 > -2.345006
    PC75 <= 0.486291
    PC91 > -1.025395
    PC91 <= 1.535869
    PC94 <= 0.4882654
    PC99 > -0.409831
    PC100 <= 0.981165
    ->  class 0\|1  [0.987]

Rule 16/25: (60.5, lift 12.6)
    PC2 > 2.5099
    PC12 > -1.630552
    PC13 <= 6.880823
    PC18 > 1.10851
    PC91 > 2.867553
    ->  class 0\|1  [0.984]

Rule 16/26: (53.2, lift 12.6)
    PC3 <= 1.640775
    PC13 <= 6.880823
    PC18 > 1.10851
    PC21 > -0.8702136
    PC24 > -2.800758
    PC25 > 0.3170353
    PC34 <= 2.142483
    PC75 <= 0.486291
    PC76 > -0.4389303
    PC91 > -1.025395
    PC91 <= 1.535869
    PC94 <= 0.4882654
    PC99 > -0.4938342
    ->  class 0\|1  [0.982]

Rule 16/27: (46.8, lift 12.5)
    PC3 <= 1.640775
    PC13 <= 6.880823
    PC18 > 1.10851
    PC24 > -2.800758
    PC34 <= 2.142483
    PC45 <= 1.174717
    PC75 <= 0.486291
    PC76 > 0.5845606
    PC91 > -1.025395
    PC91 <= 1.535869
    PC94 <= 0.4882654
    PC99 > -0.4938342
    PC100 <= 0.981165
    ->  class 0\|1  [0.980]

Rule 16/28: (45.8, lift 12.5)
    PC12 > -1.630552
    PC13 <= 6.880823
    PC18 > 1.10851
    PC52 > -2.345006
    PC75 <= 0.486291
    PC95 > 0.8596638
    PC99 > -1.518666
    PC100 > -1.340593
    ->  class 0\|1  [0.979]

Rule 16/29: (44.2, lift 12.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC12 > -1.630552
    PC18 > -0.3762526
    PC35 <= 0.4380947
    PC52 > -2.345006
    PC56 > -0.2403979
    PC76 > -0.4389303
    PC94 > 0.4882654
    PC99 > -0.4938342
    PC100 > -1.340593
    ->  class 0\|1  [0.978]

Rule 16/30: (42.5, lift 12.5)
    PC12 > -1.630552
    PC18 > -0.3762526
    PC24 > -2.800758
    PC26 <= 0.6085084
    PC28 <= -0.7168954
    PC52 > -2.345006
    PC76 > -0.4389303
    PC94 > 0.4882654
    PC99 > -1.518666
    ->  class 0\|1  [0.977]

Rule 16/31: (61.8/1, lift 12.4)
    PC13 <= 6.880823
    PC18 > 1.10851
    PC21 > -0.8702136
    PC25 <= 0.3170353
    PC34 <= 2.142483
    PC55 > -0.2025151
    PC75 <= 0.486291
    PC91 > -1.025395
    PC91 <= 1.535869
    PC94 <= 0.4882654
    PC99 <= -0.409831
    ->  class 0\|1  [0.969]

Rule 16/32: (69.3/1.3, lift 12.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC11 <= -0.07613929
    PC13 <= 6.880823
    PC18 > -0.3762526
    PC24 > -2.800758
    PC34 <= 2.142483
    PC55 > -0.2025151
    PC75 <= 0.486291
    PC76 > -0.4389303
    PC76 <= 0.5845606
    PC94 <= 0.4882654
    PC99 > -0.4938342
    PC100 <= 0.981165
    ->  class 0\|1  [0.967]

Rule 16/33: (45/0.6, lift 12.4)
    PC2 > 2.5099
    PC13 <= 0.8367534
    PC18 > 1.10851
    PC24 > -2.800758
    PC31 > -0.2380721
    PC59 > 0.1354904
    PC75 <= 0.486291
    PC76 > -0.4389303
    PC84 <= 0.1731036
    PC91 <= 1.535869
    PC94 <= 0.4882654
    ->  class 0\|1  [0.967]

Rule 16/34: (46.1/0.6, lift 12.4)
    PC2 > 2.5099
    PC7 <= -0.9174458
    PC13 <= -0.8924426
    PC24 > -2.800758
    PC25 <= 0.3170353
    PC76 > -0.4389303
    PC84 <= 0.1731036
    PC91 <= 1.535869
    PC100 <= 0.981165
    ->  class 0\|1  [0.966]

Rule 16/35: (61.9/1.2, lift 12.4)
    PC2 > 2.5099
    PC12 > -1.630552
    PC13 <= 6.880823
    PC18 > 1.10851
    PC21 > -0.8702136
    PC35 > 0.4380947
    PC76 > -0.4389303
    PC85 <= 2.546556
    ->  class 0\|1  [0.966]

Rule 16/36: (119/3.4, lift 12.3)
    PC12 > -1.630552
    PC13 <= 6.880823
    PC18 > 1.10851
    PC21 <= -0.8702136
    PC34 > -0.6912294
    PC80 <= 0.6913469
    PC91 > -0.1437197
    ->  class 0\|1  [0.963]

Rule 16/37: (150.2/4.6, lift 12.3)
    PC2 > 4.178848
    PC12 > -0.6462302
    PC13 <= 6.880823
    PC18 > 1.10851
    PC21 > -0.8702136
    PC22 <= 1.061486
    PC55 <= -0.2025151
    PC95 <= 0.8596638
    PC99 > -1.518666
    ->  class 0\|1  [0.963]

Rule 16/38: (116/5, lift 12.1)
    PC12 > -1.630552
    PC13 <= 6.880823
    PC18 > 1.10851
    PC26 <= 0.6085084
    PC52 > -2.345006
    PC53 > -0.7665774
    PC75 <= 0.486291
    PC91 > -2.470273
    PC99 > -1.518666
    PC99 <= -0.4938342
    PC100 > -1.340593
    ->  class 0\|1  [0.949]

Rule 16/39: (17.9, lift 12.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC12 > -1.630552
    PC18 > -0.3762526
    PC36 <= 3.90628
    PC75 <= 0.486291
    PC98 > 2.093599
    PC99 > -0.4938342
    PC100 <= 0.981165
    ->  class 0\|1  [0.948]

Rule 16/40: (13.8, lift 12.0)
    PC13 <= 6.880823
    PC18 > 1.10851
    PC21 > -0.8702136
    PC26 <= 0.6085084
    PC55 > -0.2025151
    PC75 <= 0.486291
    PC76 <= -0.4389303
    PC94 <= -0.6911727
    PC100 > -1.340593
    ->  class 0\|1  [0.937]

Rule 16/41: (72.1/3.8, lift 12.0)
    PC18 > 1.10851
    PC24 > -2.800758
    PC36 <= 3.90628
    PC45 > 1.174717
    PC55 > -0.2025151
    PC76 > -0.4389303
    PC81 <= 1.27743
    PC85 <= 2.546556
    PC91 <= 1.535869
    PC94 <= 0.4882654
    PC99 > -0.4938342
    ->  class 0\|1  [0.935]

Rule 16/42: (219.3/14.3, lift 11.9)
    PC3 <= 1.640775
    PC12 > -1.630552
    PC13 <= 6.880823
    PC18 > 1.10851
    PC26 > 0.6085084
    PC43 > -2.666549
    PC81 <= 1.27743
    PC100 > -1.340593
    ->  class 0\|1  [0.931]

Rule 16/43: (48.6/2.6, lift 11.9)
    PC2 > 2.5099
    PC12 > -1.630552
    PC13 <= 6.880823
    PC18 > 1.10851
    PC26 <= 0.6085084
    PC75 <= 0.486291
    PC81 <= 1.27743
    PC91 <= -1.025395
    PC99 > -0.4938342
    ->  class 0\|1  [0.929]

Rule 16/44: (47.3/2.6, lift 11.9)
    PC13 > 6.880823
    PC18 > 3.528055
    PC31 <= 0.1783828
    PC37 > -0.2538081
    PC97 > -0.952373
    ->  class 0\|1  [0.928]

Rule 16/45: (23.9/1, lift 11.8)
    PC12 > -1.630552
    PC13 <= 6.880823
    PC18 > 1.10851
    PC81 <= 1.27743
    PC91 <= -2.470273
    PC100 > -1.340593
    ->  class 0\|1  [0.923]

Rule 16/46: (55.1/3.4, lift 11.8)
    PC12 > -1.630552
    PC13 <= 6.880823
    PC18 > 1.10851
    PC52 <= -2.345006
    PC81 <= 1.27743
    PC99 > -1.518666
    ->  class 0\|1  [0.922]

Rule 16/47: (9.3, lift 11.7)
    PC2 > 2.5099
    PC18 > -0.3762526
    PC21 > -0.8702136
    PC76 > -0.4389303
    PC76 <= -0.4379972
    ->  class 0\|1  [0.911]

Rule 16/48: (8.1, lift 11.5)
    PC12 > -1.630552
    PC18 > 1.10851
    PC21 > -0.8702136
    PC55 > -0.2025151
    PC76 <= -0.4389303
    PC85 <= 2.546556
    PC97 > 0.9834877
    PC100 > -1.340593
    ->  class 0\|1  [0.901]

Rule 16/49: (51.1/5, lift 11.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 0.4717803
    PC18 <= -0.3762526
    PC41 > 0.3743201
    ->  class 0\|1  [0.886]

Rule 16/50: (147.3/16.6, lift 11.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 6.880823
    PC18 > -0.3762526
    PC31 <= -0.2380721
    PC34 <= 2.142483
    PC55 > -0.2025151
    PC76 > -0.4389303
    PC76 <= 0.5845606
    PC91 > -1.025395
    ->  class 0\|1  [0.882]

Rule 16/51: (6.4, lift 11.3)
    PC13 > 6.880823
    PC18 <= 3.528055
    PC36 <= 3.90628
    PC42 <= -1.405426
    PC65 > -0.4372573
    ->  class 0\|1  [0.881]

Rule 16/52: (4.9, lift 10.9)
    PC10 <= -7.487243
    PC18 > 1.10851
    PC76 <= -0.4389303
    PC100 > -1.340593
    ->  class 0\|1  [0.855]

Rule 16/53: (7.9/0.5, lift 10.9)
    PC12 > -1.630552
    PC18 > 1.10851
    PC24 > 3.740935
    PC36 <= 3.90628
    PC81 <= 1.27743
    PC99 > -0.4938342
    ->  class 0\|1  [0.850]

Rule 16/54: (24.1/3.6, lift 10.5)
    PC13 <= -0.8924426
    PC18 > 1.10851
    PC21 > -0.8702136
    PC24 > -2.800758
    PC76 > -0.4389303
    PC84 > 0.1133945
    PC84 <= 0.1731036
    ->  class 0\|1  [0.824]

Rule 16/55: (4/0.1, lift 10.4)
    PC4 > 7.788401
    PC9 > 0.753671
    PC78 <= 2.770494
    ->  class 0\|1  [0.812]

Rule 16/56: (3.1, lift 10.3)
    PC7 <= -0.7106125
    PC10 <= -7.288561
    ->  class 0\|1  [0.802]

Rule 16/57: (50.6/10.7, lift 9.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 <= -0.7106125
    PC18 <= -0.3762526
    PC22 <= 2.238775
    PC37 > 0.2354935
    PC41 <= 0.3743201
    ->  class 0\|1  [0.777]

Rule 16/58: (17.3/4.4, lift 9.2)
    PC4 <= 7.788401
    PC10 <= -2.761826
    PC18 <= -0.3762526
    PC20 > -3.77979
    PC61 <= -0.5778008
    PC70 <= 2.940266
    ->  class 0\|1  [0.718]

Rule 16/59: (22.8/6, lift 9.2)
    PC3 <= 1.640775
    PC7 > -0.7106125
    PC8 > 0.08425769
    PC18 <= -0.3762526
    PC20 <= -0.9807028
    PC37 > -2.080009
    ->  class 0\|1  [0.715]

Rule 16/60: (48/16.3, lift 8.4)
    PC3 <= 1.640775
    PC7 > -0.7106125
    PC18 <= -0.3762526
    PC28 > -0.655756
    PC41 <= 0.3743201
    PC78 > 2.770494
    ->  class 0\|1  [0.654]

Rule 16/61: (812.1/428.1, lift 6.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 6.880823
    PC18 > -0.3762526
    PC18 <= 1.10851
    PC36 <= 3.90628
    PC85 <= 2.546556
    PC86 <= 3.973708
    ->  class 0\|1  [0.473]

Rule 16/62: (89.8, lift 8.9)
    PC4 <= -6.964373
    PC18 <= -0.3762526
    PC35 > 0.501202
    ->  class 0\|2  [0.989]

Rule 16/63: (92.1, lift 8.9)
    PC4 > 7.788401
    PC18 <= -0.3762526
    PC32 <= -1.093292
    ->  class 0\|2  [0.989]

Rule 16/64: (182.6/1.3, lift 8.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 <= -0.7106125
    PC10 > -7.288561
    PC18 <= -0.3762526
    PC22 <= 2.238775
    PC37 <= 0.2354935
    PC38 <= 1.197151
    PC83 > -0.9768923
    ->  class 0\|2  [0.987]

Rule 16/65: (113.9/0.8, lift 8.9)
    PC2 > 2.5099
    PC7 > -0.7106125
    PC8 > 0.08425769
    PC12 > -0.4560403
    PC18 <= -0.3762526
    PC31 <= 0.04114714
    PC36 <= 1.194507
    PC39 <= 2.051384
    PC100 <= 0.3587283
    ->  class 0\|2  [0.984]

Rule 16/66: (108.6/0.8, lift 8.9)
    PC2 > 2.5099
    PC7 > -0.7106125
    PC8 > 0.08425769
    PC18 <= -0.3762526
    PC31 <= 0.04114714
    PC66 > -0.2483375
    PC70 <= 0.6118842
    PC100 <= 0.3587283
    ->  class 0\|2  [0.983]

Rule 16/67: (55.7, lift 8.9)
    PC2 > 2.5099
    PC13 > 1.698335
    PC13 <= 6.880823
    PC18 > -0.3762526
    PC18 <= 1.10851
    PC66 <= 1.2072
    PC86 <= 3.973708
    ->  class 0\|2  [0.983]

Rule 16/68: (80.3/0.7, lift 8.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 1.698335
    PC18 <= 1.10851
    PC36 <= 3.90628
    PC42 <= 1.157433
    PC47 > 0.6989955
    PC75 <= 0.1577858
    PC77 <= -0.1691752
    PC79 <= 0.8123216
    ->  class 0\|2  [0.980]

Rule 16/69: (122.4/1.6, lift 8.8)
    PC4 <= -6.964373
    PC18 <= -0.3762526
    PC62 > -0.05441228
    PC82 > -0.5349681
    PC87 > 0.08762103
    ->  class 0\|2  [0.979]

Rule 16/70: (95.1/1, lift 8.8)
    PC3 <= 1.640775
    PC7 > -0.7106125
    PC8 <= 0.08425769
    PC18 <= -0.3762526
    PC31 > -0.3168944
    PC36 <= 1.096766
    PC54 <= 2.435971
    PC63 > 0.7994336
    PC67 <= 0.01306804
    PC70 <= 2.940266
    PC72 <= -0.04927531
    PC78 <= 2.770494
    PC85 > -1.297237
    PC85 <= 1.50973
    ->  class 0\|2  [0.979]

Rule 16/71: (41.8, lift 8.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -0.3762526
    PC18 <= 1.10851
    PC36 <= 3.90628
    PC47 > -0.9079783
    PC74 <= 2.596298
    PC86 <= 3.973708
    PC90 <= -1.97385
    ->  class 0\|2  [0.977]

Rule 16/72: (78.3/0.9, lift 8.8)
    PC4 > 7.788401
    PC9 <= 0.753671
    PC18 > -1.196003
    PC18 <= -0.3762526
    PC36 <= 4.010562
    PC78 <= 2.770494
    ->  class 0\|2  [0.976]

Rule 16/73: (38.2, lift 8.8)
    PC2 > 2.5099
    PC7 > -0.7106125
    PC37 > -2.080009
    PC50 <= 1.028884
    PC61 > -0.5778008
    PC83 <= -2.479896
    PC85 <= 1.50973
    ->  class 0\|2  [0.975]

Rule 16/74: (54.1/0.4, lift 8.8)
    PC2 > 2.5099
    PC6 <= 0.1706467
    PC13 <= 1.698335
    PC18 > -0.3762526
    PC18 <= 1.10851
    PC36 <= 3.90628
    PC42 <= 1.157433
    PC59 <= -1.442928
    PC74 <= 2.596298
    PC86 <= 3.973708
    ->  class 0\|2  [0.975]

Rule 16/75: (123.8/2.2, lift 8.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 1.698335
    PC18 > -0.3762526
    PC18 <= 1.10851
    PC42 > 1.157433
    PC98 > -0.5299951
    ->  class 0\|2  [0.975]

Rule 16/76: (41/0.5, lift 8.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 6.880823
    PC18 > -0.3762526
    PC36 <= 3.90628
    PC85 > 2.546556
    PC86 <= 3.973708
    ->  class 0\|2  [0.966]

Rule 16/77: (145.5/4.1, lift 8.7)
    PC13 > 6.880823
    PC18 > -0.3762526
    PC18 <= 3.528055
    PC36 <= 3.90628
    PC65 <= -0.4372573
    PC98 <= 3.030895
    ->  class 0\|2  [0.965]

Rule 16/78: (24.9, lift 8.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC5 <= -0.6056147
    PC7 > -0.7106125
    PC18 <= -0.3762526
    ->  class 0\|2  [0.963]

Rule 16/79: (139.8/4.4, lift 8.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 <= 7.788401
    PC7 > -0.7106125
    PC10 > -2.761826
    PC18 <= -0.3762526
    PC20 > -3.77979
    PC43 > -1.330561
    PC54 <= 2.435971
    PC61 <= -0.5778008
    PC78 <= 2.770494
    PC85 <= 1.50973
    PC94 > -0.7202388
    ->  class 0\|2  [0.962]

Rule 16/80: (80.9/2.2, lift 8.7)
    PC13 > 6.880823
    PC15 > 0.9637749
    PC18 > -0.3762526
    PC18 <= 3.528055
    PC42 > -1.405426
    ->  class 0\|2  [0.962]

Rule 16/81: (80.5/2.7, lift 8.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 <= 7.788401
    PC8 <= 0.08425769
    PC18 <= -0.3762526
    PC31 <= -0.3168944
    PC37 > -2.080009
    PC50 <= 1.028884
    PC54 <= 2.435971
    PC61 > -0.5778008
    PC85 <= 1.50973
    ->  class 0\|2  [0.955]

Rule 16/82: (20.4, lift 8.6)
    PC4 <= -6.964373
    PC8 <= 0.08425769
    PC31 <= -0.1775681
    PC54 <= 2.435971
    PC87 <= 0.08762103
    ->  class 0\|2  [0.955]

Rule 16/83: (36/0.7, lift 8.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 6.880823
    PC18 > -0.3762526
    PC18 <= 1.10851
    PC36 <= 3.90628
    PC42 <= 1.157433
    PC78 <= -1.118011
    PC86 <= 3.973708
    ->  class 0\|2  [0.955]

Rule 16/84: (17.9, lift 8.6)
    PC4 <= -6.964373
    PC8 <= 0.08425769
    PC18 <= -0.3762526
    PC50 <= 1.028884
    PC87 <= 0.08762103
    PC91 > 0.3833537
    ->  class 0\|2  [0.950]

Rule 16/85: (17.6, lift 8.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 > -0.7106125
    PC17 > 0.63545
    PC18 <= -1.91947
    PC42 <= 2.669701
    PC78 <= 2.770494
    PC85 > -1.297237
    ->  class 0\|2  [0.949]

Rule 16/86: (14.6, lift 8.5)
    PC2 > 2.5099
    PC8 <= 0.08425769
    PC42 <= 2.669701
    PC50 <= 1.028884
    PC54 <= 2.435971
    PC61 > -0.5778008
    PC70 <= 2.940266
    PC76 <= -3.5505
    PC85 > -1.297237
    PC85 <= 1.50973
    ->  class 0\|2  [0.940]

Rule 16/87: (13.4, lift 8.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC9 > 0.6015779
    PC18 <= -0.3762526
    PC37 > -2.080009
    PC72 > -0.04927531
    ->  class 0\|2  [0.935]

Rule 16/88: (12.4, lift 8.4)
    PC8 > 0.05641038
    PC13 > 6.880823
    PC18 <= 3.528055
    PC42 > -1.405426
    ->  class 0\|2  [0.930]

Rule 16/89: (159.4/11.4, lift 8.3)
    PC4 > 7.788401
    PC7 > -0.7106125
    PC9 <= 0.753671
    PC18 <= -0.3762526
    PC42 > -0.5014797
    PC78 <= 2.770494
    ->  class 0\|2  [0.923]

Rule 16/90: (20.3/0.8, lift 8.3)
    PC3 <= 1.640775
    PC18 <= -1.91947
    PC32 <= -1.556698
    PC41 <= 0.3743201
    PC42 <= 2.669701
    PC50 <= 1.028884
    PC54 <= 2.435971
    PC85 > -1.297237
    ->  class 0\|2  [0.918]

Rule 16/91: (59.2/5, lift 8.1)
    PC7 > -0.7106125
    PC18 <= -0.3762526
    PC28 > 2.685006
    PC45 <= 2.123479
    PC54 <= 2.435971
    PC72 <= -0.04927531
    ->  class 0\|2  [0.901]

Rule 16/92: (321.6/33.2, lift 8.1)
    PC2 > 2.990274
    PC3 <= 1.640775
    PC4 <= 7.788401
    PC5 > -0.5530319
    PC8 <= 0.08425769
    PC15 > -1.166361
    PC17 <= -0.3455618
    PC18 > -1.91947
    PC18 <= -0.3762526
    PC31 > -0.3168944
    PC41 <= 0.3743201
    PC43 <= 1.773609
    PC50 <= 1.028884
    PC52 > -1.974333
    PC57 <= 1.541705
    PC61 > -0.5778008
    PC78 <= 2.770494
    PC83 > -1.187639
    PC85 <= 0.6404615
    PC87 > -0.5498476
    PC93 <= 0.8973813
    ->  class 0\|2  [0.894]

Rule 16/93: (61.9/6, lift 8.0)
    PC1 > -0.4609644
    PC2 > 2.5099
    PC3 <= 1.640775
    PC36 <= 1.096766
    PC42 <= 0.116998
    PC45 <= 2.123479
    PC54 <= 2.435971
    PC70 <= 2.940266
    PC72 <= -0.04927531
    ->  class 0\|2  [0.891]

Rule 16/94: (11.2/0.5, lift 8.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 > -6.964373
    PC5 <= -0.2715537
    PC8 <= 0.08425769
    PC41 <= 0.3743201
    PC42 <= 0.116998
    PC72 <= -0.04927531
    ->  class 0\|2  [0.887]

Rule 16/95: (49.4/5, lift 8.0)
    PC2 > 2.5099
    PC4 <= 7.788401
    PC7 > -0.7106125
    PC15 > 0.3435947
    PC18 <= -0.3762526
    PC37 <= -2.080009
    PC78 <= 2.770494
    ->  class 0\|2  [0.883]

Rule 16/96: (22.8/2, lift 7.9)
    PC13 > 6.880823
    PC18 > 3.528055
    PC31 <= 0.1783828
    PC97 <= -0.952373
    ->  class 0\|2  [0.877]

Rule 16/97: (18.2/1.7, lift 7.8)
    PC7 > -0.7106125
    PC18 <= -1.91947
    PC50 <= 1.028884
    PC61 > -0.5778008
    PC70 <= 2.940266
    PC85 <= -1.297237
    PC86 <= 1.867041
    ->  class 0\|2  [0.869]

Rule 16/98: (38/4.2, lift 7.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -0.3762526
    PC18 <= 1.10851
    PC36 <= 3.90628
    PC42 <= 1.157433
    PC47 <= 0.6989955
    PC49 <= -0.8714061
    ->  class 0\|2  [0.869]

Rule 16/99: (59.7/7.3, lift 7.8)
    PC18 <= -1.91947
    PC36 > 1.096766
    PC37 > -2.080009
    PC42 <= 2.669701
    PC45 <= 2.123479
    PC54 <= 2.435971
    PC70 <= 2.940266
    PC85 <= 1.50973
    ->  class 0\|2  [0.865]

Rule 16/100: (56.3/8.7, lift 7.5)
    PC2 > 2.5099
    PC12 <= -1.630552
    PC18 > -0.3762526
    PC36 <= 3.90628
    PC86 <= 3.973708
    ->  class 0\|2  [0.834]

Rule 16/101: (22.2/4.1, lift 7.1)
    PC7 > -0.7106125
    PC18 <= -1.91947
    PC30 > 1.191144
    PC42 <= 2.669701
    PC50 <= 1.028884
    PC54 <= 2.435971
    PC72 <= -0.04927531
    PC85 <= 1.50973
    ->  class 0\|2  [0.787]

Rule 16/102: (45.7/9.4, lift 7.1)
    PC4 > -6.964373
    PC4 <= 7.788401
    PC8 <= 0.08425769
    PC18 <= -1.91947
    PC36 <= 1.096766
    PC42 <= 2.669701
    PC70 <= 2.940266
    PC71 > 0.4604156
    PC78 <= 2.770494
    PC85 > -1.297237
    PC85 <= 1.50973
    ->  class 0\|2  [0.782]

Rule 16/103: (82.3/17.6, lift 7.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 > -6.964373
    PC5 > -0.6056147
    PC18 <= -0.3762526
    PC36 <= 1.096766
    PC41 <= 0.3743201
    PC42 <= 0.116998
    PC50 <= 1.028884
    PC63 <= 0.7994336
    PC70 <= 2.940266
    PC72 <= -0.04927531
    PC85 <= 1.50973
    PC94 > 0.4799488
    ->  class 0\|2  [0.779]

Rule 16/104: (38.7/8.8, lift 6.9)
    PC2 > 2.5099
    PC13 <= 6.880823
    PC18 > 1.10851
    PC81 > 1.27743
    ->  class 0\|2  [0.759]

Rule 16/105: (50.1/16.7, lift 6.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 > 0.4717803
    PC18 <= -0.3762526
    PC41 > 0.3743201
    ->  class 0\|2  [0.661]

Rule 16/106: (86.3, lift 12.5)
    PC8 <= 0.05641038
    PC13 > 6.880823
    PC15 <= 0.9637749
    PC18 <= 3.528055
    PC65 > -0.4372573
    ->  class 0\|3  [0.989]

Rule 16/107: (17.7, lift 12.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 <= -0.7106125
    PC18 <= -0.3762526
    PC22 > 2.238775
    PC41 <= 0.3743201
    ->  class 0\|3  [0.949]

Rule 16/108: (13.3, lift 11.8)
    PC2 > 2.5099
    PC13 > 1.698335
    PC13 <= 6.880823
    PC18 > -0.3762526
    PC18 <= 1.10851
    PC66 > 1.2072
    ->  class 0\|3  [0.935]

Rule 16/109: (27.9/1.4, lift 11.6)
    PC7 > -0.7106125
    PC18 <= -0.3762526
    PC28 <= -0.655756
    PC78 > 2.770494
    ->  class 0\|3  [0.921]

Rule 16/110: (5.6, lift 11.0)
    PC13 > 6.880823
    PC65 <= -0.4372573
    PC98 > 3.030895
    ->  class 0\|3  [0.868]

Rule 16/111: (13.5/2.2, lift 10.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -0.3762526
    PC18 <= 1.10851
    PC74 > 2.596298
    PC86 <= 3.973708
    ->  class 0\|3  [0.793]

Rule 16/112: (38.1/7.4, lift 10.0)
    PC2 <= 2.990274
    PC3 <= 1.640775
    PC5 > -0.6056147
    PC8 <= 0.08425769
    PC17 <= -0.3455618
    PC18 <= -0.3762526
    PC37 > -2.080009
    PC78 <= 2.770494
    ->  class 0\|3  [0.790]

Rule 16/113: (61.7/13, lift 9.9)
    PC36 > 3.90628
    ->  class 0\|3  [0.780]

Rule 16/114: (27.1/6.5, lift 9.4)
    PC2 > 2.5099
    PC7 <= -0.7106125
    PC18 <= -0.3762526
    PC37 <= 0.2354935
    PC41 <= 0.3743201
    PC83 <= -0.9768923
    ->  class 0\|3  [0.741]

Rule 16/115: (6.3/1.2, lift 9.2)
    PC7 <= -0.7106125
    PC18 <= -0.3762526
    PC38 > 1.197151
    PC41 <= 0.3743201
    ->  class 0\|3  [0.732]

Rule 16/116: (41.9/12.9, lift 8.6)
    PC4 > 7.788401
    PC7 > -0.7106125
    PC9 <= 0.753671
    PC18 <= -1.196003
    PC32 > -1.093292
    PC42 <= -0.5014797
    ->  class 0\|3  [0.684]

Rule 16/117: (29.4/9.9, lift 8.3)
    PC2 > 2.5099
    PC13 <= 6.880823
    PC18 > -0.3762526
    PC86 > 3.973708
    ->  class 0\|3  [0.654]

Rule 16/118: (2421.6/1126.9, lift 6.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 <= 7.788401
    PC7 > -0.7106125
    PC18 <= -0.3762526
    PC41 <= 0.3743201
    PC78 <= 2.770494
    ->  class 0\|3  [0.535]

Rule 16/119: (211.9/0.8, lift 21.5)
    PC3 > 1.640775
    PC8 <= 1.683145
    PC14 > 0.02203736
    PC50 > 0.2245714
    PC65 > -0.05166954
    PC77 <= 0.7041603
    PC95 <= 0.3925698
    ->  class 1\|0  [0.992]

Rule 16/120: (49.7/0.6, lift 21.0)
    PC2 > 2.5099
    PC3 > 1.640775
    PC9 > -0.4587978
    PC14 > 0.02203736
    PC15 > 0.1377357
    PC52 > -0.008377787
    PC77 <= 0.7041603
    PC95 <= 0.3925698
    ->  class 1\|0  [0.969]

Rule 16/121: (128.2/3.2, lift 20.9)
    PC2 > 2.5099
    PC3 > 1.640775
    PC7 <= 10.60844
    PC8 > -3.620445
    PC11 > 0.04922798
    PC15 > 1.034963
    PC18 <= 0.7419922
    PC65 > -0.1405657
    PC77 <= 0.7041603
    PC95 <= 0.3925698
    ->  class 1\|0  [0.968]

Rule 16/122: (25.9, lift 20.9)
    PC2 <= 2.5099
    PC16 <= -1.946823
    PC40 <= -1.353911
    PC44 > -1.972712
    PC45 > -0.4725728
    ->  class 1\|0  [0.964]

Rule 16/123: (34.2/0.6, lift 20.7)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC8 > -3.073829
    PC18 <= 0.2241086
    PC30 <= -0.5890417
    PC44 > 0.8340954
    ->  class 1\|0  [0.956]

Rule 16/124: (445.2/23.5, lift 20.5)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC6 <= 6.910836
    PC7 > -6.196295
    PC10 <= 0.9532421
    PC16 <= -1.946823
    PC59 <= 0.2455534
    PC63 <= 1.430998
    PC91 > -0.5109994
    PC93 <= 0.5757037
    ->  class 1\|0  [0.945]

Rule 16/125: (15.4/0.5, lift 19.8)
    PC3 > 1.640775
    PC15 > 0.1377357
    PC24 > 3.029221
    PC95 <= 0.3925698
    ->  class 1\|0  [0.916]

Rule 16/126: (126.6/10.6, lift 19.7)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > -0.1620239
    PC5 <= -1.132808
    PC10 <= -0.1899262
    PC18 <= 0.2241086
    ->  class 1\|0  [0.910]

Rule 16/127: (199.6/20.8, lift 19.3)
    PC2 > 2.5099
    PC3 > 1.640775
    PC8 > -3.620445
    PC8 <= 1.683145
    PC14 > 0.02203736
    PC16 <= -0.8953013
    PC52 <= -0.008377787
    PC65 > -0.1405657
    PC77 <= 0.7041603
    PC95 <= 0.3925698
    ->  class 1\|0  [0.892]

Rule 16/128: (304.7/35.6, lift 19.1)
    PC1 > -0.430681
    PC12 > 2.986485
    PC21 > -0.805714
    PC44 <= 0.8340954
    ->  class 1\|0  [0.881]

Rule 16/129: (60.4/8.2, lift 18.4)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC6 <= -1.013031
    PC11 <= -0.8052899
    PC18 <= 0.2241086
    ->  class 1\|0  [0.852]

Rule 16/130: (19.3/2.2, lift 18.4)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC8 > -3.073829
    PC10 <= -0.1899262
    PC18 <= 0.2241086
    PC44 <= 0.8340954
    PC48 > 0.6974304
    ->  class 1\|0  [0.851]

Rule 16/131: (31.3/7.9, lift 15.8)
    PC1 > -0.430681
    PC3 > -0.1620239
    PC12 <= 2.986485
    PC14 <= -1.847522
    ->  class 1\|0  [0.732]

Rule 16/132: (138.6, lift 16.4)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.8953013
    PC95 > 0.3925698
    ->  class 1\|1  [0.993]

Rule 16/133: (123.9, lift 16.4)
    PC1 > -0.430681
    PC1 <= 8.817184
    PC3 > -0.1620239
    PC8 > -3.073829
    PC10 > -0.1899262
    PC16 > -1.946823
    PC16 <= 0.8601646
    PC18 <= 0.2241086
    PC21 > -0.2886538
    PC44 <= 0.8340954
    PC46 > -1.267926
    PC56 > -0.577548
    PC94 > -0.8288963
    PC99 > -0.8339651
    ->  class 1\|1  [0.992]

Rule 16/134: (123.8, lift 16.4)
    PC7 > 10.60844
    PC15 > 1.034963
    ->  class 1\|1  [0.992]

Rule 16/135: (98.1, lift 16.4)
    PC1 > -0.430681
    PC5 <= 12.1829
    PC10 <= 0.9532421
    PC16 <= -1.946823
    PC91 <= -0.5109994
    ->  class 1\|1  [0.990]

Rule 16/136: (95.9, lift 16.4)
    PC1 > -0.430681
    PC9 > 0.4818569
    PC10 > 0.9532421
    PC16 <= -1.946823
    PC34 > -0.8051466
    PC44 > -1.972712
    ->  class 1\|1  [0.990]

Rule 16/137: (81.9, lift 16.4)
    PC2 > 2.5099
    PC8 > 1.683145
    PC16 <= -0.8953013
    PC24 <= 3.029221
    ->  class 1\|1  [0.988]

Rule 16/138: (102.9/0.7, lift 16.3)
    PC1 > -0.430681
    PC12 > 2.986485
    PC21 <= -0.805714
    ->  class 1\|1  [0.984]

Rule 16/139: (63.7/0.3, lift 16.2)
    PC2 > 2.5099
    PC3 > 1.640775
    PC15 > 0.1377357
    PC16 > -0.8953013
    PC49 > 0.1963117
    ->  class 1\|1  [0.981]

Rule 16/140: (45.1, lift 16.2)
    PC5 > 12.1829
    PC16 <= -1.946823
    PC44 > -1.972712
    PC95 > -0.08505444
    ->  class 1\|1  [0.979]

Rule 16/141: (57.6/0.3, lift 16.2)
    PC1 > 7.238853
    PC6 <= -1.013031
    PC8 > -3.073829
    PC11 > -0.8052899
    PC44 <= 0.8340954
    ->  class 1\|1  [0.979]

Rule 16/142: (41.9, lift 16.2)
    PC3 > 1.640775
    PC8 <= 1.683145
    PC14 <= 0.02203736
    PC16 <= -0.8953013
    ->  class 1\|1  [0.977]

Rule 16/143: (60/0.4, lift 16.2)
    PC2 > 2.5099
    PC3 > 1.640775
    PC15 > 0.1377357
    PC16 > -0.8953013
    PC20 <= -0.2320444
    PC51 <= 0.5926122
    ->  class 1\|1  [0.977]

Rule 16/144: (98.9/1.8, lift 16.1)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.8953013
    PC65 <= -0.1405657
    ->  class 1\|1  [0.973]

Rule 16/145: (34, lift 16.1)
    PC1 <= 7.238853
    PC3 <= -0.1620239
    PC5 <= -4.547904
    PC12 <= 2.986485
    ->  class 1\|1  [0.972]

Rule 16/146: (34.3, lift 16.1)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -0.8953013
    PC49 <= 0.1963117
    PC51 > 0.5926122
    ->  class 1\|1  [0.972]

Rule 16/147: (34.9/0.3, lift 16.0)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC9 > -0.911768
    PC10 <= 0.9532421
    PC44 > -1.972712
    PC63 <= 1.430998
    PC93 > 0.5757037
    ->  class 1\|1  [0.965]

Rule 16/148: (24.7, lift 15.9)
    PC2 > 2.5099
    PC2 <= 3.098823
    PC3 > 1.640775
    PC15 > 0.1377357
    PC49 <= 0.1963117
    PC51 <= 0.5926122
    ->  class 1\|1  [0.963]

Rule 16/149: (22.4, lift 15.9)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > -0.1620239
    PC6 <= 0.4009089
    PC10 > -0.1899262
    PC16 > -1.946823
    PC16 <= 0.8601646
    ->  class 1\|1  [0.959]

Rule 16/150: (18.3, lift 15.7)
    PC1 > -0.3366674
    PC2 <= 2.5099
    PC9 > -0.911768
    PC10 <= 0.9532421
    PC16 <= -1.946823
    PC45 <= -0.4725728
    ->  class 1\|1  [0.951]

Rule 16/151: (77.4/3.1, lift 15.7)
    PC2 > 2.5099
    PC3 > 1.640775
    PC9 <= -0.4587978
    PC15 <= 1.034963
    PC16 <= -0.8953013
    PC52 > -0.008377787
    ->  class 1\|1  [0.949]

Rule 16/152: (53.5/2.2, lift 15.6)
    PC1 > -0.3366674
    PC2 <= 2.5099
    PC5 <= 12.1829
    PC10 <= 0.9532421
    PC16 <= -1.946823
    PC40 > -1.353911
    PC59 > 0.2455534
    PC78 > -0.122812
    ->  class 1\|1  [0.942]

Rule 16/153: (66.1/3.3, lift 15.5)
    PC5 <= 12.1829
    PC6 > 6.910836
    PC9 > -0.911768
    PC10 <= 0.9532421
    PC44 > -1.972712
    PC59 <= 0.2455534
    ->  class 1\|1  [0.937]

Rule 16/154: (11.5, lift 15.3)
    PC2 > 2.5099
    PC3 > 1.640775
    PC15 > 0.1377357
    PC93 <= -0.9696231
    ->  class 1\|1  [0.926]

Rule 16/155: (9.9, lift 15.2)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.8953013
    PC77 > 0.7041603
    ->  class 1\|1  [0.916]

Rule 16/156: (20.9/1, lift 15.1)
    PC2 > 2.5099
    PC11 > 1.423378
    PC15 > 0.1377357
    ->  class 1\|1  [0.913]

Rule 16/157: (9, lift 15.0)
    PC3 > 1.640775
    PC18 > 0.7419922
    PC50 <= 0.2245714
    ->  class 1\|1  [0.909]

Rule 16/158: (8.1, lift 14.9)
    PC2 <= 2.5099
    PC5 <= 12.1829
    PC7 <= -6.196295
    PC9 > -0.911768
    PC10 <= 0.9532421
    PC16 <= -1.946823
    PC44 > -1.972712
    ->  class 1\|1  [0.901]

Rule 16/159: (7.8, lift 14.9)
    PC2 <= 2.5099
    PC16 <= -1.946823
    PC44 > -1.972712
    PC63 > 1.430998
    ->  class 1\|1  [0.898]

Rule 16/160: (5.9, lift 14.5)
    PC1 > 7.238853
    PC3 <= -0.1620239
    PC6 > -1.013031
    PC12 > 0.8916963
    PC12 <= 2.986485
    PC16 > -1.946823
    ->  class 1\|1  [0.874]

Rule 16/161: (5.3, lift 14.3)
    PC1 <= -0.430681
    PC2 > -1.074925
    PC2 <= 2.5099
    PC8 > 0.05561064
    PC82 > 0.4797282
    ->  class 1\|1  [0.862]

Rule 16/162: (12.4/1.4, lift 13.8)
    PC2 > 2.5099
    PC3 > 1.640775
    PC15 <= 0.1377357
    PC16 <= 0.3161492
    ->  class 1\|1  [0.836]

Rule 16/163: (55.3/9.4, lift 13.6)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC18 > 0.2241086
    PC42 <= -0.7482097
    ->  class 1\|1  [0.819]

Rule 16/164: (118.5, lift 15.2)
    PC1 > 7.238853
    PC3 <= -0.1620239
    PC6 > -1.013031
    PC8 > -3.073829
    PC12 <= 0.8916963
    ->  class 1\|2  [0.992]

Rule 16/165: (121.5, lift 15.2)
    PC1 > 8.817184
    PC3 > -0.1620239
    PC10 > -0.1899262
    PC14 > -1.847522
    PC16 > -1.946823
    PC18 <= 0.2241086
    PC44 <= 0.8340954
    ->  class 1\|2  [0.992]

Rule 16/166: (127.4, lift 15.2)
    PC3 > -0.1620239
    PC10 > -0.1899262
    PC12 <= 2.986485
    PC14 <= 0.6629388
    PC15 <= 3.715192
    PC16 > 0.8601646
    PC18 <= 0.2241086
    PC38 <= 0.3120457
    PC55 > 0.6129638
    ->  class 1\|2  [0.992]

Rule 16/167: (78.3, lift 15.1)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC8 > -3.073829
    PC12 <= 2.250109
    PC15 <= 3.715192
    PC16 > -1.946823
    PC28 <= -0.2225761
    PC44 <= 0.8340954
    PC47 > 1.154117
    ->  class 1\|2  [0.988]

Rule 16/168: (222.7/2, lift 15.1)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > -0.1620239
    PC14 > -1.847522
    PC14 <= 0.6629388
    PC16 > -1.946823
    PC16 <= 0.8601646
    PC21 <= -0.2886538
    PC29 > -0.143413
    PC44 <= 0.8340954
    ->  class 1\|2  [0.987]

Rule 16/169: (65.1, lift 15.1)
    PC2 <= 2.5099
    PC3 > -0.1620239
    PC10 > -0.1899262
    PC14 <= 0.6629388
    PC16 > -1.946823
    PC18 <= 0.2241086
    PC46 <= -1.267926
    PC56 > -0.577548
    PC99 > -0.8339651
    ->  class 1\|2  [0.985]

Rule 16/170: (55.5, lift 15.0)
    PC1 > -0.430681
    PC8 <= -3.073829
    PC19 <= -1.342918
    PC63 <= 0.4744646
    PC78 <= -0.1420228
    ->  class 1\|2  [0.983]

Rule 16/171: (180.5/2.2, lift 15.0)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > -0.1620239
    PC10 > -0.1899262
    PC14 > -1.847522
    PC14 <= 0.6629388
    PC16 > 0.8601646
    PC22 > -2.652125
    PC68 > -0.0306272
    PC94 > -0.8288963
    ->  class 1\|2  [0.982]

Rule 16/172: (50.3, lift 15.0)
    PC3 > -0.1620239
    PC5 > -1.132808
    PC16 > -1.946823
    PC37 > 1.908487
    ->  class 1\|2  [0.981]

Rule 16/173: (50.5, lift 15.0)
    PC1 > -0.430681
    PC3 > -0.1620239
    PC10 > -0.1899262
    PC14 <= 0.6629388
    PC16 > -1.946823
    PC16 <= 0.8601646
    PC18 <= 0.2241086
    PC99 <= -0.8339651
    ->  class 1\|2  [0.981]

Rule 16/174: (40.7, lift 14.9)
    PC1 > -0.430681
    PC3 > -0.1620239
    PC10 > -0.1899262
    PC14 > 0.6629388
    PC18 <= 0.2241086
    PC44 <= 0.8340954
    PC77 <= -0.2404513
    ->  class 1\|2  [0.977]

Rule 16/175: (37.3, lift 14.9)
    PC1 > -0.430681
    PC26 <= -5.313804
    PC83 > -0.6904467
    ->  class 1\|2  [0.975]

Rule 16/176: (28.8, lift 14.8)
    PC1 > -0.430681
    PC3 > -0.1620239
    PC19 <= -1.766458
    PC44 <= 0.8340954
    PC61 > 0.7707137
    ->  class 1\|2  [0.968]

Rule 16/177: (28, lift 14.8)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > -0.1620239
    PC8 > -3.073829
    PC10 <= -0.1899262
    PC18 <= 0.2241086
    PC65 <= -0.115013
    ->  class 1\|2  [0.967]

Rule 16/178: (171.2/5.9, lift 14.7)
    PC2 > 2.5099
    PC3 > 1.640775
    PC15 <= 0.1377357
    PC16 > 0.3161492
    PC32 <= 0.09933759
    PC39 > -0.3098076
    ->  class 1\|2  [0.960]

Rule 16/179: (198.9/8.1, lift 14.6)
    PC2 <= 2.5099
    PC3 > -0.1620239
    PC10 > -0.1899262
    PC12 <= 2.250109
    PC14 <= 0.6629388
    PC15 <= 3.715192
    PC16 > 0.8601646
    PC18 <= 0.2241086
    PC23 <= 2.762352
    PC28 > -0.2225761
    PC38 <= 0.3120457
    PC65 <= 0.4924395
    PC66 <= 0.4681149
    ->  class 1\|2  [0.955]

Rule 16/180: (16.7, lift 14.5)
    PC3 > 9.582849
    PC15 <= 0.1377357
    PC39 <= -0.3098076
    ->  class 1\|2  [0.947]

Rule 16/181: (130.2/8.1, lift 14.3)
    PC2 > 3.098823
    PC3 > 1.640775
    PC11 <= 1.423378
    PC15 > 0.1377357
    PC16 > -0.8953013
    PC20 > -0.2320444
    PC49 <= 0.1963117
    PC51 <= 0.5926122
    PC93 > -0.9696231
    ->  class 1\|2  [0.932]

Rule 16/182: (11.1, lift 14.1)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC9 <= 0.4818569
    PC10 > 0.9532421
    PC16 <= -1.946823
    ->  class 1\|2  [0.924]

Rule 16/183: (10.2, lift 14.1)
    PC2 <= 2.5099
    PC16 <= -1.946823
    PC44 <= -1.972712
    ->  class 1\|2  [0.918]

Rule 16/184: (9.3, lift 14.0)
    PC5 > 12.1829
    PC16 <= -1.946823
    PC95 <= -0.08505444
    ->  class 1\|2  [0.912]

Rule 16/185: (7.5, lift 13.7)
    PC2 > 2.5099
    PC3 > 1.640775
    PC15 <= 0.1377357
    PC39 <= -0.3098076
    PC94 <= -0.6993607
    ->  class 1\|2  [0.893]

Rule 16/186: (38.3/10.7, lift 10.9)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC9 <= -0.911768
    PC16 <= -1.946823
    ->  class 1\|2  [0.711]

Rule 16/187: (63.4/19.8, lift 10.4)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC16 > -1.946823
    PC18 <= 0.2241086
    PC30 > -0.5890417
    PC44 > 0.8340954
    PC53 > -0.7614991
    ->  class 1\|2  [0.683]

Rule 16/188: (76.3, lift 18.8)
    PC1 > -0.430681
    PC15 > 3.715192
    PC16 > 0.8601646
    PC68 <= -0.0306272
    ->  class 1\|3  [0.987]

Rule 16/189: (54, lift 18.7)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC14 <= 0.6629388
    PC16 > 0.8601646
    PC18 <= 0.2241086
    PC44 <= 0.8340954
    PC55 <= 0.6129638
    PC65 > 0.4924395
    PC68 <= -0.0306272
    ->  class 1\|3  [0.982]

Rule 16/190: (55.3/0.4, lift 18.6)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > -0.1620239
    PC14 > -1.847522
    PC14 <= 0.6629388
    PC16 > 0.8601646
    PC38 > 0.3120457
    ->  class 1\|3  [0.975]

Rule 16/191: (156/3.2, lift 18.5)
    PC1 > -0.430681
    PC3 > -0.1620239
    PC10 > -0.1899262
    PC14 > 0.6629388
    PC19 <= -1.766458
    PC61 <= 0.7707137
    PC77 > -0.2404513
    ->  class 1\|3  [0.974]

Rule 16/192: (33.3, lift 18.5)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC8 > -3.073829
    PC16 > -1.946823
    PC94 <= -0.8288963
    ->  class 1\|3  [0.972]

Rule 16/193: (26.3, lift 18.3)
    PC1 > -0.430681
    PC8 > -3.073829
    PC16 > -1.946823
    PC22 <= -1.266815
    PC44 > 0.8340954
    PC53 <= -0.7614991
    ->  class 1\|3  [0.965]

Rule 16/194: (72.9/1.7, lift 18.3)
    PC2 > 2.5099
    PC3 > 1.640775
    PC3 <= 9.582849
    PC15 <= 0.1377357
    PC39 <= -0.3098076
    PC94 > -0.6993607
    ->  class 1\|3  [0.964]

Rule 16/195: (68.9/1.7, lift 18.3)
    PC2 <= 2.5099
    PC16 > 0.8601646
    PC22 <= -2.652125
    ->  class 1\|3  [0.962]

Rule 16/196: (15, lift 17.9)
    PC1 > -0.430681
    PC8 <= -3.073829
    PC19 <= -1.342918
    PC78 > -0.1420228
    ->  class 1\|3  [0.941]

Rule 16/197: (13.6, lift 17.8)
    PC1 > -0.430681
    PC3 > -0.1620239
    PC10 > -0.1899262
    PC12 > 2.250109
    PC14 > -1.847522
    PC16 > -1.946823
    PC44 <= 0.8340954
    PC55 <= 0.6129638
    ->  class 1\|3  [0.934]

Rule 16/198: (11.8, lift 17.6)
    PC1 > -0.430681
    PC1 <= 8.817184
    PC2 <= 2.5099
    PC3 > -0.1620239
    PC14 <= 0.6629388
    PC16 > -1.946823
    PC16 <= 0.8601646
    PC21 > -0.2886538
    PC56 <= -0.577548
    ->  class 1\|3  [0.928]

Rule 16/199: (207.4/18.9, lift 17.2)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > -0.1620239
    PC5 > -1.132808
    PC8 > -3.073829
    PC10 <= -0.1899262
    PC16 > -1.946823
    PC18 <= 0.2241086
    PC26 > -5.313804
    PC37 <= 1.908487
    PC44 <= 0.8340954
    PC48 <= 0.6974304
    PC65 > -0.115013
    PC83 > -0.6904467
    ->  class 1\|3  [0.905]

Rule 16/200: (6.7, lift 16.8)
    PC1 > -0.430681
    PC12 <= 2.986485
    PC23 > 2.762352
    PC28 > -0.2225761
    PC55 <= 0.6129638
    PC68 <= -0.0306272
    ->  class 1\|3  [0.885]

Rule 16/201: (92.9/10.8, lift 16.7)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > -0.1620239
    PC10 > -0.1899262
    PC16 > 0.8601646
    PC28 <= -0.2225761
    PC47 <= 1.154117
    PC55 <= 0.6129638
    PC68 <= -0.0306272
    ->  class 1\|3  [0.875]

Rule 16/202: (45.3/11.7, lift 13.9)
    PC2 > 2.5099
    PC3 > 1.640775
    PC15 <= 0.1377357
    PC32 > 0.09933759
    ->  class 1\|3  [0.732]

Rule 16/203: (20.1/5.2, lift 13.7)
    PC6 > 0.4009089
    PC14 > -1.847522
    PC16 <= 0.8601646
    PC21 <= -0.2886538
    PC29 <= -0.143413
    ->  class 1\|3  [0.720]

Rule 16/204: (54.4/0.1, lift 14.3)
    PC1 <= -0.430681
    PC8 > 0.05561064
    PC8 <= 2.291764
    PC12 <= 4.051832
    PC19 <= -1.093024
    PC24 <= 1.069681
    PC30 <= 0.362455
    PC44 > 0.71119
    ->  class 2\|0  [0.980]

Rule 16/205: (79.7/1.4, lift 14.2)
    PC1 <= -0.430681
    PC2 > -1.074925
    PC8 > 1.222251
    PC36 > 0.1708591
    PC36 <= 0.3500793
    ->  class 2\|0  [0.970]

Rule 16/206: (79.6/1.7, lift 14.1)
    PC1 <= -0.430681
    PC2 <= -1.074925
    PC8 > 0.05561064
    PC14 <= 0.4872903
    PC24 <= 1.069681
    PC32 > 0.9560698
    PC44 <= 0.71119
    ->  class 2\|0  [0.967]

Rule 16/207: (63/1.4, lift 14.1)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC9 > -2.288806
    PC16 > -1.946823
    PC18 <= 0.2241086
    PC22 > -1.266815
    PC30 > -0.5890417
    PC44 > 0.8340954
    PC53 <= -0.7614991
    PC89 <= 0.5840145
    ->  class 2\|0  [0.963]

Rule 16/208: (8.5, lift 13.2)
    PC1 <= -0.430681
    PC8 > 0.05561064
    PC44 <= 0.71119
    PC57 > 1.047002
    PC62 <= -1.315966
    ->  class 2\|0  [0.905]

Rule 16/209: (1288.5/618.5, lift 7.6)
    PC1 <= -0.430681
    PC8 > 2.291764
    ->  class 2\|0  [0.520]

Rule 16/210: (1241.5/744.5, lift 5.9)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC16 > -1.946823
    PC18 > 0.2241086
    ->  class 2\|0  [0.400]

Rule 16/211: (91.2, lift 10.7)
    PC1 <= -0.430681
    PC2 <= -1.074925
    PC8 > 0.05561064
    PC8 <= 2.291764
    PC14 > 0.4872903
    PC31 > -1.120177
    PC32 > 0.9560698
    PC93 <= 0.7284675
    ->  class 2\|1  [0.989]

Rule 16/212: (83.4, lift 10.7)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC28 > 0.06066843
    PC46 > 1.417094
    ->  class 2\|1  [0.988]

Rule 16/213: (184.5/1.4, lift 10.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.1914959
    PC8 <= 2.291764
    PC11 > -2.511517
    PC12 > -3.031583
    PC19 <= 3.329054
    PC23 <= 2.042839
    PC29 > -0.08245976
    PC31 > -1.120177
    PC32 <= 0.9560698
    PC36 > -0.3567567
    PC44 <= 0.71119
    PC50 > -1.018825
    PC56 <= 0.6714163
    PC61 > -1.380639
    PC62 > -0.9017188
    PC84 > 0.1015796
    PC85 > -1.478357
    ->  class 2\|1  [0.987]

Rule 16/214: (95/0.4, lift 10.7)
    PC2 <= -1.074925
    PC8 > 0.05561064
    PC8 <= 2.291764
    PC12 > -3.031583
    PC21 > 1.9462
    ->  class 2\|1  [0.986]

Rule 16/215: (63.4, lift 10.6)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC21 <= 1.115137
    PC61 <= -0.6650652
    ->  class 2\|1  [0.985]

Rule 16/216: (58.8, lift 10.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.05561064
    PC44 <= 0.71119
    PC45 > 0.4062366
    PC62 > -1.315966
    ->  class 2\|1  [0.984]

Rule 16/217: (50.1, lift 10.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.05561064
    PC8 <= 2.291764
    PC23 <= -0.100194
    PC82 > 0.281975
    ->  class 2\|1  [0.981]

Rule 16/218: (45.2, lift 10.6)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC43 <= -0.5820352
    PC50 <= -0.3112708
    ->  class 2\|1  [0.979]

Rule 16/219: (221.6/4.6, lift 10.5)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC24 <= 0.5795814
    PC60 <= -0.5047136
    PC94 > -0.2598844
    PC97 <= 0.09933954
    ->  class 2\|1  [0.975]

Rule 16/220: (141.2/2.6, lift 10.5)
    PC1 <= -0.430681
    PC2 <= -0.5562518
    PC8 > 2.291764
    PC19 > 0.7270498
    ->  class 2\|1  [0.975]

Rule 16/221: (25.2, lift 10.4)
    PC8 > -2.62821
    PC9 > 9.952705
    PC32 > 1.578605
    ->  class 2\|1  [0.963]

Rule 16/222: (53.4/1.1, lift 10.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.05561064
    PC19 <= 0.7270498
    PC21 > -0.02358236
    PC28 > 0.1391531
    ->  class 2\|1  [0.962]

Rule 16/223: (115.7/3.9, lift 10.4)
    PC2 <= -9.022285
    PC4 <= -0.3591195
    ->  class 2\|1  [0.958]

Rule 16/224: (20.2, lift 10.3)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC8 > -3.073829
    PC18 <= 0.2241086
    PC22 > -1.266815
    PC44 > 0.8340954
    PC53 <= -0.7614991
    PC89 > 0.5840145
    ->  class 2\|1  [0.955]

Rule 16/225: (55.2/1.6, lift 10.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.62821
    PC28 <= -0.1979612
    ->  class 2\|1  [0.954]

Rule 16/226: (16.6, lift 10.2)
    PC1 > -0.430681
    PC1 <= 7.238853
    PC2 <= 2.5099
    PC3 <= -0.1620239
    PC5 > -4.547904
    PC8 > -3.073829
    PC62 > 0.4045268
    ->  class 2\|1  [0.946]

Rule 16/227: (125/6.4, lift 10.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.05561064
    PC10 > 0.4540342
    PC19 <= 0.7270498
    PC24 <= 0.5795814
    PC60 > -0.5047136
    ->  class 2\|1  [0.942]

Rule 16/228: (37.8/1.3, lift 10.2)
    PC1 > -0.430681
    PC8 > -3.073829
    PC9 <= -2.288806
    PC18 <= 0.2241086
    PC22 > -1.266815
    PC44 > 0.8340954
    PC53 <= -0.7614991
    ->  class 2\|1  [0.942]

Rule 16/229: (105.7/5.3, lift 10.2)
    PC1 <= -0.430681
    PC7 > 0.6155426
    PC8 > 0.05561064
    PC12 > -1.318698
    PC50 <= -0.3112708
    PC60 > -0.5047136
    PC75 > 0.3013101
    ->  class 2\|1  [0.941]

Rule 16/230: (14.5, lift 10.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.05561064
    PC31 > -1.120177
    PC40 > -1.524469
    PC43 <= -1.771918
    PC82 > 0.281975
    PC91 > -0.1184465
    ->  class 2\|1  [0.939]

Rule 16/231: (46.3/2, lift 10.1)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC6 <= -0.7073435
    PC8 > 0.05561064
    PC8 <= 2.291764
    PC44 <= 0.71119
    PC57 <= 1.047002
    PC62 <= -1.315966
    ->  class 2\|1  [0.939]

Rule 16/232: (23.8/0.6, lift 10.1)
    PC1 <= -0.430681
    PC8 > 0.05561064
    PC8 <= 2.291764
    PC19 <= -1.093024
    PC30 > 0.362455
    ->  class 2\|1  [0.937]

Rule 16/233: (78.9/4.1, lift 10.1)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC12 <= -1.318698
    PC59 <= 0.3551677
    PC70 <= 0.157301
    ->  class 2\|1  [0.937]

Rule 16/234: (171.2/10, lift 10.1)
    PC1 <= -0.430681
    PC2 <= -1.074925
    PC8 > 0.05561064
    PC8 <= 2.291764
    PC12 > -3.031583
    PC31 > -1.120177
    PC40 > -1.524469
    PC91 <= -0.1184465
    ->  class 2\|1  [0.937]

Rule 16/235: (64/3.6, lift 10.1)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 1.222251
    PC36 > 0.3500793
    ->  class 2\|1  [0.930]

Rule 16/236: (112.3/7.1, lift 10.1)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC21 <= -0.02358236
    PC24 <= 0.5795814
    PC46 <= 1.417094
    ->  class 2\|1  [0.930]

Rule 16/237: (256.3/17.2, lift 10.1)
    PC2 <= -1.074925
    PC5 > -0.6564411
    PC8 > 0.1914959
    PC8 <= 2.291764
    PC9 > -2.712827
    PC19 <= 3.329054
    PC23 <= 2.042839
    PC29 > -0.08245976
    PC31 > -1.120177
    PC32 <= 0.9560698
    PC36 > -0.3567567
    PC40 > -1.524469
    PC44 <= 0.71119
    PC48 > -0.169966
    PC52 > -0.1731652
    PC56 <= 0.6714163
    PC61 > -1.380639
    PC62 > -0.9017188
    PC77 > -1.003079
    PC82 <= 0.281975
    PC85 > -1.478357
    PC91 > -0.1184465
    PC93 > -0.3016175
    ->  class 2\|1  [0.930]

Rule 16/238: (113.9/7.4, lift 10.0)
    PC1 <= -0.430681
    PC2 <= -1.074925
    PC8 > 0.05561064
    PC8 <= 2.291764
    PC19 > -1.093024
    PC23 <= 0.6670164
    PC33 <= 0.6511909
    PC44 > 0.71119
    PC83 > -0.8443158
    ->  class 2\|1  [0.928]

Rule 16/239: (49.6/2.8, lift 10.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.05561064
    PC21 > -0.02358236
    PC24 <= 0.5795814
    PC59 > 0.3551677
    PC60 > -0.5047136
    ->  class 2\|1  [0.927]

Rule 16/240: (13.1/0.3, lift 9.9)
    PC1 <= -0.3366674
    PC2 <= 2.5099
    PC16 <= -1.946823
    ->  class 2\|1  [0.916]

Rule 16/241: (9.5, lift 9.9)
    PC1 <= -0.430681
    PC7 <= 0.6155426
    PC8 > 2.291764
    PC50 <= -0.3112708
    ->  class 2\|1  [0.913]

Rule 16/242: (32/2.7, lift 9.6)
    PC1 <= -0.430681
    PC2 > -1.074925
    PC2 <= 2.5099
    PC8 > 0.05561064
    PC8 <= 1.222251
    PC82 <= 0.4797282
    ->  class 2\|1  [0.890]

Rule 16/243: (31.4/2.7, lift 9.6)
    PC1 <= -0.430681
    PC2 > -1.074925
    PC2 <= 2.5099
    PC8 > 0.05561064
    PC8 <= 2.291764
    PC36 <= 0.1708591
    ->  class 2\|1  [0.890]

Rule 16/244: (74.8/7.4, lift 9.6)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC70 > 0.157301
    ->  class 2\|1  [0.890]

Rule 16/245: (7, lift 9.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.62821
    PC30 > 0.1694945
    PC33 > -0.4728316
    PC36 > 0.5253811
    ->  class 2\|1  [0.889]

Rule 16/246: (35.2/6.3, lift 8.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.62821
    PC8 <= 0.05561064
    PC30 > 0.1694945
    PC33 > -0.4728316
    PC35 <= 1.427366
    PC57 > -0.1242303
    PC95 <= -0.1427079
    ->  class 2\|1  [0.803]

Rule 16/247: (29.1/5.2, lift 8.7)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC8 > -0.3491239
    PC16 > -1.946823
    PC18 > 0.2241086
    PC20 <= 0.3622146
    PC36 <= 0.0008381079
    ->  class 2\|1  [0.801]

Rule 16/248: (11.6/1.9, lift 8.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC3 > -0.01034938
    PC32 <= 1.578605
    PC33 <= -0.4728316
    PC45 <= 0.4439914
    PC57 > -0.1242303
    PC66 <= 0.7005113
    PC100 <= 3.830744
    ->  class 2\|1  [0.787]

Rule 16/249: (46.4/15.2, lift 7.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.62821
    PC100 > 3.830744
    ->  class 2\|1  [0.665]

Rule 16/250: (57, lift 10.7)
    PC1 <= -0.430681
    PC8 > 0.05561064
    PC8 <= 2.291764
    PC12 <= -3.031583
    PC32 <= 0.9560698
    PC44 <= 0.71119
    PC94 > -0.4304867
    ->  class 2\|2  [0.983]

Rule 16/251: (343.1/6.7, lift 10.6)
    PC1 <= -0.430681
    PC2 > -9.022285
    PC2 <= 2.5099
    PC6 <= 7.141766
    PC8 > -2.62821
    PC8 <= 0.05561064
    PC14 > -0.0618867
    PC32 <= 1.578605
    PC57 <= -0.1242303
    PC60 <= -0.02916798
    PC100 <= 1.802283
    ->  class 2\|2  [0.978]

Rule 16/252: (41.3, lift 10.6)
    PC8 > -2.62821
    PC8 <= 0.05561064
    PC41 <= -5.914177
    ->  class 2\|2  [0.977]

Rule 16/253: (36, lift 10.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC5 <= -0.6564411
    PC8 > 0.05561064
    PC8 <= 2.291764
    PC21 <= 1.9462
    PC29 > -0.08245976
    PC84 <= 0.1015796
    PC91 > -0.1184465
    ->  class 2\|2  [0.974]

Rule 16/254: (119.1/2.1, lift 10.6)
    PC1 <= -0.430681
    PC2 > -9.022285
    PC2 <= 2.5099
    PC8 > -2.62821
    PC8 <= 0.05561064
    PC19 > -3.691146
    PC30 <= 0.1694945
    PC40 <= -0.720706
    PC55 > -0.8047953
    PC66 <= 0.7005113
    PC78 > -0.0807853
    ->  class 2\|2  [0.974]

Rule 16/255: (79.9/1.3, lift 10.5)
    PC1 > -0.430681
    PC1 <= 7.238853
    PC2 <= 2.5099
    PC3 <= -0.1620239
    PC5 > -4.547904
    PC8 > -3.073829
    PC16 > -1.946823
    PC18 <= 0.2241086
    PC44 <= 0.8340954
    PC62 <= 0.4045268
    PC82 > 0.01013236
    PC97 <= 1.238189
    ->  class 2\|2  [0.972]

Rule 16/256: (31.2, lift 10.5)
    PC1 <= -0.430681
    PC2 > -9.022285
    PC2 <= 2.5099
    PC8 > -2.62821
    PC8 <= 0.05561064
    PC40 <= -1.021574
    PC47 > -0.4973042
    PC66 <= 0.7005113
    PC78 <= -0.0807853
    ->  class 2\|2  [0.970]

Rule 16/257: (97.3/2, lift 10.5)
    PC1 <= -0.430681
    PC2 > -9.022285
    PC2 <= 2.5099
    PC8 > -2.62821
    PC8 <= 0.05561064
    PC32 <= 1.578605
    PC43 <= -1.869434
    PC57 <= -0.1242303
    ->  class 2\|2  [0.970]

Rule 16/258: (45.6/0.5, lift 10.5)
    PC1 <= -0.430681
    PC5 <= 1.69935
    PC8 > 0.05561064
    PC11 <= -2.511517
    PC21 <= 1.9462
    PC40 > -1.524469
    PC44 <= 0.71119
    PC48 > -0.714098
    ->  class 2\|2  [0.969]

Rule 16/259: (48.2/0.8, lift 10.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC5 <= 1.69935
    PC8 > 0.05561064
    PC8 <= 2.291764
    PC21 <= 1.9462
    PC31 > -1.120177
    PC36 <= -0.3567567
    PC44 <= 0.71119
    PC48 > -0.714098
    PC62 > -1.315966
    PC91 > -0.1184465
    ->  class 2\|2  [0.964]

Rule 16/260: (25.7, lift 10.5)
    PC2 <= 2.5099
    PC8 > -1.158127
    PC8 <= 0.05561064
    PC33 > -0.4728316
    PC34 <= 0.5291483
    PC66 <= 0.7005113
    PC78 <= -0.0807853
    PC93 <= -0.3668973
    ->  class 2\|2  [0.963]

Rule 16/261: (28.4/0.2, lift 10.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC5 <= 1.69935
    PC8 > 0.05561064
    PC8 <= 2.291764
    PC11 > -2.511517
    PC21 <= 1.9462
    PC31 > -1.120177
    PC32 <= 0.9560698
    PC44 <= 0.71119
    PC48 > -0.714098
    PC48 <= -0.169966
    PC61 > -1.380639
    PC62 > -0.9017188
    PC82 <= 0.281975
    PC84 <= 0.1015796
    PC93 > -0.3016175
    ->  class 2\|2  [0.962]

Rule 16/262: (105.2/3.6, lift 10.4)
    PC2 > -9.022285
    PC2 <= 2.5099
    PC3 <= -0.01034938
    PC8 > -2.62821
    PC8 <= 0.05561064
    PC32 <= 1.578605
    PC33 <= -0.4728316
    PC100 <= 3.830744
    ->  class 2\|2  [0.957]

Rule 16/263: (21.4/0.1, lift 10.3)
    PC1 > -1.689329
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.336766
    PC8 <= 0.05561064
    PC47 > -0.4973042
    PC55 > -0.8047953
    PC78 > -0.0807853
    PC89 <= -0.582334
    ->  class 2\|2  [0.952]

Rule 16/264: (48.5/1.4, lift 10.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.62821
    PC8 <= 0.05561064
    PC9 <= 9.952705
    PC19 > -3.691146
    PC22 <= 1.147836
    PC28 > -0.1979612
    PC32 > 1.578605
    PC40 > -0.545271
    ->  class 2\|2  [0.952]

Rule 16/265: (17.5, lift 10.3)
    PC1 <= -0.430681
    PC8 > -2.62821
    PC8 <= 0.05561064
    PC33 > -0.4728316
    PC35 <= -1.67262
    PC47 > -0.4973042
    PC66 <= 0.7005113
    PC78 <= -0.0807853
    ->  class 2\|2  [0.949]

Rule 16/266: (251.5/12.5, lift 10.3)
    PC1 <= -1.689329
    PC8 > -2.336766
    PC8 <= -0.2248036
    PC12 <= 2.586173
    PC16 <= 1.182977
    PC19 > -3.691146
    PC20 <= 0.5904658
    PC30 <= 0.1694945
    PC32 <= 1.578605
    PC40 > -0.6730056
    PC47 > -0.4268096
    PC55 > -0.8047953
    PC76 <= 0.3448175
    PC78 > -0.0807853
    PC93 > -0.5290201
    PC94 <= 0.2109061
    ->  class 2\|2  [0.947]

Rule 16/267: (119.2/5.6, lift 10.3)
    PC2 <= -1.074925
    PC5 <= 1.69935
    PC8 > 0.05561064
    PC8 <= 2.291764
    PC23 > -0.100194
    PC32 <= 0.9560698
    PC43 > -1.771918
    PC44 <= 0.71119
    PC82 > 0.281975
    PC91 > -0.1184465
    ->  class 2\|2  [0.945]

Rule 16/268: (15.9, lift 10.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.62821
    PC8 <= 0.05561064
    PC33 > -0.4728316
    PC47 > -0.4973042
    PC57 > -0.1242303
    PC78 <= -0.0807853
    PC94 <= -0.4779398
    ->  class 2\|2  [0.944]

Rule 16/269: (30.3/1, lift 10.2)
    PC2 > -9.022285
    PC2 <= -6.607903
    PC8 > -2.62821
    PC8 <= 0.05561064
    PC47 > -0.4973042
    PC57 > -0.1242303
    PC78 <= -0.0807853
    ->  class 2\|2  [0.939]

Rule 16/270: (52.5/2.4, lift 10.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= 2.291764
    PC21 <= 1.9462
    PC24 <= 1.069681
    PC29 > -0.08245976
    PC31 > -1.120177
    PC44 <= 0.71119
    PC45 <= 0.4062366
    PC56 > 0.6714163
    PC62 > -1.315966
    PC82 <= 0.281975
    PC85 > -1.478357
    PC91 > -0.1184465
    ->  class 2\|2  [0.937]

Rule 16/271: (335.2/20.4, lift 10.2)
    PC1 <= -0.430681
    PC2 > -9.022285
    PC2 <= 2.5099
    PC6 <= 7.141766
    PC8 > -2.62821
    PC8 <= 0.05561064
    PC16 > -0.4058653
    PC19 > -0.7667669
    PC32 <= 1.578605
    PC57 <= -0.1242303
    PC60 <= -0.02916798
    PC100 <= 1.802283
    ->  class 2\|2  [0.937]

Rule 16/272: (16.6/0.2, lift 10.1)
    PC2 <= -1.074925
    PC8 > 0.05561064
    PC8 <= 2.291764
    PC31 > -1.120177
    PC44 <= 0.71119
    PC45 <= 0.4062366
    PC85 <= -1.478357
    ->  class 2\|2  [0.933]

Rule 16/273: (12.7, lift 10.1)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.05561064
    PC23 > 2.042839
    PC29 > -0.08245976
    PC31 > -1.120177
    ->  class 2\|2  [0.932]

Rule 16/274: (36.2/1.7, lift 10.1)
    PC1 <= -0.430681
    PC2 > -9.022285
    PC2 <= 2.5099
    PC8 > -2.62821
    PC8 <= 0.05561064
    PC34 > 0.5291483
    PC47 > -0.4973042
    PC78 <= -0.0807853
    PC100 <= 3.830744
    ->  class 2\|2  [0.929]

Rule 16/275: (84.6/5.9, lift 10.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2248036
    PC8 <= 0.05561064
    PC30 <= 0.1694945
    PC47 > -0.4973042
    PC55 > -0.8047953
    PC78 > -0.0807853
    ->  class 2\|2  [0.920]

Rule 16/276: (12.4/0.3, lift 9.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC5 <= 1.69935
    PC8 > 0.1914959
    PC8 <= 2.291764
    PC32 <= 0.9560698
    PC36 > -0.3567567
    PC44 <= 0.71119
    PC52 <= -0.1731652
    ->  class 2\|2  [0.911]

Rule 16/277: (8.4, lift 9.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.05561064
    PC8 <= 2.291764
    PC44 <= 0.71119
    PC45 <= 0.4062366
    PC50 <= -1.018825
    PC62 > -1.315966
    ->  class 2\|2  [0.904]

Rule 16/278: (22.9/1.4, lift 9.8)
    PC5 <= 1.69935
    PC8 > 0.05561064
    PC8 <= 2.291764
    PC9 <= -2.712827
    PC21 <= 1.9462
    PC36 > -0.3567567
    PC44 <= 0.71119
    PC82 <= 0.281975
    PC91 > -0.1184465
    ->  class 2\|2  [0.903]

Rule 16/279: (57.2/4.8, lift 9.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC5 <= 1.69935
    PC8 <= 2.291764
    PC31 > -1.120177
    PC32 <= 0.9560698
    PC40 <= -1.524469
    PC62 > -1.315966
    ->  class 2\|2  [0.902]

Rule 16/280: (30.2/2.5, lift 9.7)
    PC1 <= -0.430681
    PC2 <= -1.074925
    PC5 <= 1.69935
    PC8 > 0.05561064
    PC8 <= 2.291764
    PC24 <= 1.069681
    PC36 > -0.3567567
    PC44 <= 0.71119
    PC45 <= 0.4062366
    PC62 > -1.315966
    PC62 <= -0.9017188
    PC91 > -0.1184465
    ->  class 2\|2  [0.892]

Rule 16/281: (8.8/0.2, lift 9.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.05561064
    PC8 <= 2.291764
    PC19 > -1.093024
    PC23 > 0.6670164
    PC44 > 0.71119
    ->  class 2\|2  [0.891]

Rule 16/282: (72.1/8.7, lift 9.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC5 <= 1.69935
    PC8 > 0.05561064
    PC8 <= 2.291764
    PC32 <= 0.9560698
    PC44 <= 0.71119
    PC48 > -0.714098
    PC52 > -0.1731652
    PC56 <= 0.6714163
    PC91 > -0.1184465
    PC93 <= -0.3016175
    ->  class 2\|2  [0.869]

Rule 16/283: (279.6/39.8, lift 9.3)
    PC1 <= -0.430681
    PC2 > -9.022285
    PC2 <= 2.5099
    PC6 <= 0.8218943
    PC8 > -2.62821
    PC8 <= 0.05561064
    PC30 > 0.1694945
    PC35 <= 1.427366
    PC36 <= 0.5253811
    PC47 > -0.8951707
    PC66 <= 0.7005113
    PC69 > -0.1068681
    PC89 > -0.342116
    PC95 > -0.1427079
    PC100 <= 3.830744
    ->  class 2\|2  [0.855]

Rule 16/284: (13.9/1.4, lift 9.2)
    PC8 > 0.05561064
    PC8 <= 2.291764
    PC31 > -1.120177
    PC44 <= 0.71119
    PC45 <= 0.4062366
    PC56 <= 0.6714163
    PC61 <= -1.380639
    PC82 <= 0.281975
    PC91 > -0.1184465
    ->  class 2\|2  [0.852]

Rule 16/285: (12.5/1.2, lift 9.2)
    PC1 <= -0.430681
    PC8 > -1.158127
    PC8 <= -1.067902
    PC19 > -3.691146
    PC28 > -0.1979612
    PC78 <= -0.0807853
    PC94 > -0.4779398
    ->  class 2\|2  [0.847]

Rule 16/286: (65.5/9.8, lift 9.1)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC6 <= -0.5735505
    PC8 > -2.62821
    PC8 <= 0.05561064
    PC66 > 0.7005113
    PC100 <= 3.830744
    ->  class 2\|2  [0.841]

Rule 16/287: (21.9/3.4, lift 8.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.62821
    PC24 <= -1.239098
    PC28 > -0.1979612
    PC30 <= 0.1694945
    PC33 > -0.4728316
    PC78 <= -0.0807853
    ->  class 2\|2  [0.817]

Rule 16/288: (52.5/9.3, lift 8.8)
    PC1 <= -0.430681
    PC8 <= -2.62821
    PC42 <= 0.01987631
    PC46 > 0.4344632
    PC64 > -0.3261531
    ->  class 2\|2  [0.810]

Rule 16/289: (53.2/10.4, lift 8.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC5 <= 1.69935
    PC8 > 0.05561064
    PC8 <= 0.1914959
    PC21 <= 1.9462
    PC31 > -1.120177
    PC44 <= 0.71119
    PC45 <= 0.4062366
    PC91 > -0.1184465
    ->  class 2\|2  [0.793]

Rule 16/290: (47.4/10.8, lift 8.3)
    PC1 <= -0.430681
    PC2 <= -1.074925
    PC8 > 0.05561064
    PC8 <= 2.291764
    PC21 <= 1.9462
    PC29 <= -0.08245976
    PC32 <= 0.9560698
    PC48 > -0.714098
    PC82 <= 0.281975
    PC91 > -0.1184465
    ->  class 2\|2  [0.762]

Rule 16/291: (39.6/11.3, lift 7.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= 0.05561064
    PC46 <= 0.4344632
    PC85 <= 0.7277512
    PC97 <= -0.6999397
    ->  class 2\|2  [0.704]

Rule 16/292: (50.3/15.3, lift 7.5)
    PC2 <= 2.5099
    PC8 <= -2.62821
    PC22 <= 0.8850182
    PC27 <= -0.3134868
    PC62 > -0.3820254
    PC94 <= -0.02134589
    PC97 > -0.6999397
    ->  class 2\|2  [0.688]

Rule 16/293: (14.4/5.1, lift 6.8)
    PC1 <= -0.430681
    PC8 <= -2.62821
    PC19 > -3.691146
    PC62 > -0.3820254
    PC68 <= -1.714781
    PC85 <= 0.7277512
    ->  class 2\|2  [0.628]

Rule 16/294: (48.8/19.2, lift 6.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.05561064
    PC8 <= 2.291764
    PC31 <= -1.120177
    PC44 <= 0.71119
    ->  class 2\|2  [0.603]

Rule 16/295: (40.1/18.6, lift 5.8)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC24 > 0.5795814
    ->  class 2\|2  [0.535]

Rule 16/296: (106.7, lift 7.8)
    PC2 <= 2.5099
    PC8 <= -2.62821
    PC45 > 0.09307559
    PC46 <= 0.4344632
    PC61 <= 0.2325892
    PC62 <= -0.3820254
    ->  class 2\|3  [0.991]

Rule 16/297: (88.5, lift 7.8)
    PC2 <= 2.5099
    PC8 > -2.62821
    PC8 <= -2.336766
    PC19 > -3.691146
    PC30 <= 0.1694945
    PC33 > -0.4728316
    PC40 > -0.720706
    PC47 > -0.4973042
    PC57 > -0.1242303
    ->  class 2\|3  [0.989]

Rule 16/298: (79.6, lift 7.8)
    PC1 <= -0.430681
    PC8 <= 0.05561064
    PC45 > 0.09307559
    PC54 <= 1.801207
    PC61 > 0.2325892
    PC62 <= -0.3820254
    PC87 > 0.5883743
    PC94 <= 0.8244115
    ->  class 2\|3  [0.988]

Rule 16/299: (77.4, lift 7.8)
    PC2 <= 2.5099
    PC8 <= -2.62821
    PC17 <= 0.02873056
    PC45 > 0.09307559
    PC62 <= -0.3820254
    PC85 <= 0.7277512
    ->  class 2\|3  [0.987]

Rule 16/300: (66.8, lift 7.8)
    PC1 <= -0.430681
    PC8 <= -2.62821
    PC19 > -3.691146
    PC54 <= 1.801207
    PC71 > -0.42316
    PC81 > 0.3288473
    ->  class 2\|3  [0.985]

Rule 16/301: (44.8, lift 7.7)
    PC1 <= -0.430681
    PC8 <= -2.62821
    PC54 > 1.801207
    PC85 <= 0.7277512
    PC95 > 0.007113858
    PC97 > -0.6999397
    ->  class 2\|3  [0.979]

Rule 16/302: (69.1/1.9, lift 7.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.62821
    PC8 <= 0.05561064
    PC43 > -1.869434
    PC57 <= -0.1242303
    PC60 > -0.02916798
    PC63 <= 0.1074941
    PC100 <= 3.830744
    ->  class 2\|3  [0.959]

Rule 16/303: (21, lift 7.6)
    PC1 <= 7.238853
    PC2 <= 2.5099
    PC3 <= -0.1620239
    PC8 > -3.073829
    PC18 <= 0.2241086
    PC44 <= 0.8340954
    PC62 <= 0.4045268
    PC97 > 1.238189
    ->  class 2\|3  [0.957]

Rule 16/304: (137.7/6.1, lift 7.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= 0.05561064
    PC28 > -0.1979612
    PC30 <= 0.1694945
    PC33 > -0.4728316
    PC41 > -5.914177
    PC55 <= -0.8047953
    PC66 <= 0.7005113
    PC78 > -0.0807853
    ->  class 2\|3  [0.949]

Rule 16/305: (112.1/5, lift 7.5)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC8 <= -3.073829
    PC19 > -1.342918
    PC37 > -9.291889
    PC84 > -0.3009826
    PC90 <= 0.451372
    ->  class 2\|3  [0.948]

Rule 16/306: (13.9, lift 7.4)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC8 <= -3.073829
    PC18 <= 0.2241086
    PC19 > -1.342918
    PC60 > 0.6296403
    ->  class 2\|3  [0.933]

Rule 16/307: (52.2/7.2, lift 6.7)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC8 <= -0.3491239
    PC16 > -1.946823
    PC18 > 0.2241086
    PC42 > -0.7482097
    PC43 <= 0.4959713
    ->  class 2\|3  [0.850]

Rule 16/308: (3.2, lift 6.4)
    PC1 <= -0.430681
    PC2 <= -9.022285
    PC4 > -0.3591195
    ->  class 2\|3  [0.809]

Rule 16/309: (12113/9592, lift 1.6)
    PC2 <= 2.5099
    ->  class 2\|3  [0.208]

Rule 16/310: (242.1, lift 14.3)
    PC2 <= 2.5099
    PC8 <= -2.62821
    PC13 <= -0.1240896
    PC46 <= 0.4344632
    PC66 <= 0.04950257
    PC85 > 0.2991076
    PC85 <= 0.7277512
    ->  class 2\|4  [0.996]

Rule 16/311: (277.2, lift 14.3)
    PC1 <= -0.430681
    PC8 <= 0.05561064
    PC19 <= -3.691146
    PC72 > 0.007479291
    ->  class 2\|4  [0.996]

Rule 16/312: (345.1/1.2, lift 14.3)
    PC1 <= -0.430681
    PC11 <= -4.33332
    ->  class 2\|4  [0.994]

Rule 16/313: (269/2.9, lift 14.2)
    PC2 <= 2.5099
    PC8 <= -2.62821
    PC19 > -3.691146
    PC19 <= 0.7219692
    PC45 <= 0.09307559
    PC46 <= 0.4344632
    PC54 <= 1.801207
    PC62 <= -0.3820254
    PC71 > -0.42316
    PC81 <= 0.3288473
    PC94 <= 0.8244115
    PC95 > 0.007113858
    ->  class 2\|4  [0.986]

Rule 16/314: (236/2.5, lift 14.1)
    PC1 <= -0.430681
    PC8 <= -2.62821
    PC46 <= -1.566696
    PC62 > -0.3820254
    PC67 > -2.76189
    PC85 <= 0.7277512
    ->  class 2\|4  [0.985]

Rule 16/315: (201.6/3.6, lift 14.0)
    PC8 <= -2.62821
    PC17 > 0.02873056
    PC19 > -3.691146
    PC19 <= 0.7219692
    PC46 <= 0.4344632
    PC61 > 0.2325892
    PC62 <= -0.3820254
    PC71 > -0.42316
    PC87 <= 0.5883743
    PC94 <= 0.8244115
    PC95 > 0.007113858
    ->  class 2\|4  [0.977]

Rule 16/316: (39.1, lift 14.0)
    PC1 <= -0.430681
    PC19 <= -3.691146
    PC53 > 0.3793378
    ->  class 2\|4  [0.976]

Rule 16/317: (205.3/5.3, lift 13.9)
    PC1 <= -0.430681
    PC8 <= -2.62821
    PC19 > -3.691146
    PC46 <= 0.4344632
    PC85 > 0.7277512
    PC94 <= 1.422457
    ->  class 2\|4  [0.970]

Rule 16/318: (23.9, lift 13.8)
    PC8 <= -2.62821
    PC19 <= 0.7219692
    PC48 <= -1.240581
    PC62 <= -0.3820254
    PC85 <= 0.7277512
    ->  class 2\|4  [0.961]

Rule 16/319: (64.2/1.7, lift 13.8)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC8 <= -3.073829
    PC19 > -1.342918
    PC60 <= 0.6296403
    PC90 > 0.451372
    ->  class 2\|4  [0.959]

Rule 16/320: (14.7, lift 13.5)
    PC1 > -0.430681
    PC37 <= -9.291889
    ->  class 2\|4  [0.940]

Rule 16/321: (12.7, lift 13.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC6 > -0.5735505
    PC8 > -2.62821
    PC22 > 1.307107
    PC66 > 0.7005113
    ->  class 2\|4  [0.932]

Rule 16/322: (11.5, lift 13.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.62821
    PC22 > 1.147836
    PC28 > -0.1979612
    PC32 > 1.578605
    PC40 > -0.545271
    ->  class 2\|4  [0.926]

Rule 16/323: (18.7/0.6, lift 13.3)
    PC2 <= 2.5099
    PC8 <= 0.05561064
    PC46 <= 0.2674026
    PC68 > -1.714781
    PC77 > 1.140222
    PC85 > 0.2991076
    PC85 <= 0.7277512
    ->  class 2\|4  [0.924]

Rule 16/324: (81.5/6.3, lift 13.1)
    PC1 <= -0.430681
    PC19 <= -3.691146
    PC95 > 0.1105129
    ->  class 2\|4  [0.912]

Rule 16/325: (8.5, lift 13.0)
    PC8 <= -2.62821
    PC46 <= 0.4344632
    PC62 <= -0.3820254
    PC93 <= -2.507993
    PC97 > -0.6999397
    ->  class 2\|4  [0.905]

Rule 16/326: (151.7/14.9, lift 12.9)
    PC2 <= 2.5099
    PC8 <= -2.62821
    PC46 > -1.566696
    PC46 <= 0.2674026
    PC62 > -0.3820254
    PC66 > 0.04950257
    PC85 > 0.2991076
    ->  class 2\|4  [0.896]

Rule 16/327: (25.5/4, lift 11.8)
    PC8 <= -2.62821
    PC27 <= -0.4629896
    PC46 <= 0.4344632
    PC62 <= -0.3820254
    PC97 > -0.6999397
    ->  class 2\|4  [0.820]

Rule 16/328: (27/5.4, lift 11.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC6 > -0.5735505
    PC8 <= 0.05561064
    PC15 <= 0.6941605
    PC66 > 0.7005113
    ->  class 2\|4  [0.778]

Rule 16/329: (15.6/4, lift 10.3)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC8 <= -0.3491239
    PC18 > 0.2241086
    PC42 > -0.7482097
    PC43 > 0.4959713
    ->  class 2\|4  [0.714]

Default class: 0\|1

-----  Trial 17:  -----

Rules:

Rule 17/1: (122, lift 17.2)
    PC1 > -0.5149851
    PC18 > 2.090086
    PC55 > -0.482149
    PC64 <= 1.660016
    PC76 <= 0.3091772
    PC81 <= 0.7577374
    PC85 <= 0.8588063
    ->  class 0\|0  [0.992]

Rule 17/2: (128.8, lift 17.2)
    PC2 <= 6.609464
    PC13 <= 7.236558
    PC18 > 2.090086
    PC19 <= 0.008498676
    PC25 <= 0.8085691
    PC35 <= 0.2764165
    PC75 > 0.2907499
    ->  class 0\|0  [0.992]

Rule 17/3: (63.6/1.6, lift 16.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC8 > 0.2105978
    PC18 > -0.4677226
    PC18 <= 2.090086
    PC28 > -0.3468742
    PC59 <= 1.019365
    ->  class 0\|0  [0.960]

Rule 17/4: (13.8, lift 16.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 <= -1.89137
    PC18 > -0.4677226
    PC18 <= 2.090086
    PC88 <= 3.771123
    ->  class 0\|0  [0.937]

Rule 17/5: (74.5/4.2, lift 16.2)
    PC1 > -0.5846962
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 <= 0.2633233
    PC13 <= 7.236558
    PC14 > 0.2006215
    PC18 > -0.4677226
    PC23 <= -0.9654831
    ->  class 0\|0  [0.932]

Rule 17/6: (78.4/7.4, lift 15.5)
    PC1 > -0.5846962
    PC2 > 2.5099
    PC3 <= 1.640775
    PC14 > 0.2006215
    PC18 > -0.4677226
    PC95 > 0.6493924
    ->  class 0\|0  [0.895]

Rule 17/7: (6.9, lift 15.3)
    PC13 <= 7.236558
    PC18 > 2.090086
    PC25 > 0.8085691
    PC51 <= -0.7446085
    PC97 > -2.189606
    ->  class 0\|0  [0.881]

Rule 17/8: (43/4.8, lift 15.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 > 0.2633233
    PC18 > -0.4677226
    PC18 <= 2.090086
    ->  class 0\|0  [0.870]

Rule 17/9: (46.8/5.3, lift 15.1)
    PC2 > 6.609464
    PC13 <= 7.236558
    PC18 > 2.090086
    PC29 <= -2.519265
    PC88 <= 3.771123
    ->  class 0\|0  [0.870]

Rule 17/10: (81.6/12.1, lift 14.6)
    PC1 > -0.5846962
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 7.236558
    PC14 > 0.2006215
    PC18 > -0.4677226
    PC19 <= -0.1309759
    PC79 <= 0.8123216
    ->  class 0\|0  [0.843]

Rule 17/11: (6.9/0.5, lift 14.3)
    PC2 > 2.5099
    PC8 <= 0.2105978
    PC13 <= 7.236558
    PC18 > -0.4677226
    PC40 > 3.535373
    PC79 <= 0.9219543
    PC87 <= 0.4279947
    ->  class 0\|0  [0.827]

Rule 17/12: (17.6/4.1, lift 12.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC8 <= 0.2105978
    PC13 <= 7.236558
    PC14 > 0.2006215
    PC18 > -0.4677226
    PC18 <= 2.090086
    PC40 > -2.953463
    PC79 > 0.8123216
    PC79 <= 0.9219543
    ->  class 0\|0  [0.740]

Rule 17/13: (1471.4/567.6, lift 10.7)
    PC13 <= 7.236558
    PC18 > 2.090086
    PC48 <= 1.042466
    PC88 <= 3.771123
    PC97 > -2.189606
    PC99 <= 1.986757
    ->  class 0\|0  [0.614]

Rule 17/14: (114.5, lift 13.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC8 > 0.1676145
    PC8 <= 0.2105978
    PC14 <= 0.2006215
    PC18 > -0.4677226
    PC18 <= 2.090086
    ->  class 0\|1  [0.991]

Rule 17/15: (76.2/0.4, lift 13.3)
    PC2 > 2.5099
    PC18 > 2.090086
    PC55 <= -0.482149
    PC83 > -1.334977
    PC97 > -2.189606
    ->  class 0\|1  [0.982]

Rule 17/16: (52.8, lift 13.3)
    PC2 > 2.5099
    PC2 <= 6.609464
    PC3 <= 1.640775
    PC18 > -0.4677226
    PC26 > 0.7905719
    PC36 <= 2.526415
    PC99 <= 1.986757
    ->  class 0\|1  [0.982]

Rule 17/17: (61.1/0.3, lift 13.3)
    PC2 > 2.5099
    PC3 > -2.130307
    PC3 <= 1.640775
    PC7 > -0.7696513
    PC15 > -0.05509185
    PC18 <= -0.4677226
    PC33 > -1.356436
    PC48 > 0.1480779
    ->  class 0\|1  [0.979]

Rule 17/18: (106/1.3, lift 13.3)
    PC13 <= 7.236558
    PC18 > 2.090086
    PC25 > 0.8085691
    PC48 <= 1.042466
    PC51 > -0.7446085
    PC93 > -3.250893
    ->  class 0\|1  [0.979]

Rule 17/19: (191/3.5, lift 13.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC8 <= 0.2105978
    PC14 <= 0.2006215
    PC18 > -0.4677226
    PC18 <= 2.090086
    PC40 <= 3.535373
    PC43 <= 0.6034389
    PC59 > -0.0983362
    PC79 <= 0.9219543
    PC87 <= 0.4279947
    PC90 > -1.764218
    ->  class 0\|1  [0.977]

Rule 17/20: (163/2.9, lift 13.2)
    PC1 <= -0.5846962
    PC2 > 2.5099
    PC8 <= 0.2105978
    PC13 <= 3.059932
    PC14 > 0.2006215
    PC18 > -0.4677226
    PC18 <= 2.090086
    PC40 > -2.953463
    PC79 <= 0.8123216
    PC90 > -1.764218
    ->  class 0\|1  [0.976]

Rule 17/21: (68.2/0.8, lift 13.2)
    PC8 <= 0.2105978
    PC9 <= 0.3953631
    PC14 <= 0.2006215
    PC18 > -0.4677226
    PC18 <= 2.090086
    PC20 <= -1.027313
    PC59 <= -0.0983362
    PC79 <= 0.9219543
    PC87 <= 0.4279947
    PC90 > -1.764218
    ->  class 0\|1  [0.974]

Rule 17/22: (34.4, lift 13.2)
    PC1 <= -0.5149851
    PC13 <= 7.236558
    PC18 > 2.090086
    PC18 <= 2.28354
    PC36 <= 2.526415
    PC60 > -0.5359342
    PC88 <= 3.771123
    PC99 <= 1.986757
    ->  class 0\|1  [0.973]

Rule 17/23: (35.1, lift 13.2)
    PC2 <= 6.609464
    PC18 > 2.090086
    PC36 <= 2.526415
    PC76 > 0.3091772
    PC83 > -1.334977
    PC85 <= 0.8588063
    PC87 > 0.2055681
    PC91 <= 1.662351
    ->  class 0\|1  [0.973]

Rule 17/24: (85.6/1.8, lift 13.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 <= -0.7696513
    PC18 <= -0.4677226
    PC20 > -3.549603
    PC24 <= 1.847009
    PC33 <= 5.444684
    PC54 <= 0.9893426
    PC99 > -0.0291126
    ->  class 0\|1  [0.968]

Rule 17/25: (28.5, lift 13.1)
    PC18 > 2.090086
    PC48 <= 1.042466
    PC60 > -0.5359342
    PC64 > 1.660016
    PC76 <= 0.3091772
    PC83 > -1.334977
    PC88 <= 3.771123
    ->  class 0\|1  [0.967]

Rule 17/26: (83.7/2, lift 13.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC8 <= 0.2105978
    PC9 <= 0.3953631
    PC13 <= 7.236558
    PC18 > -0.4677226
    PC18 <= 2.090086
    PC43 <= 0.6034389
    PC62 > 0.2452577
    PC68 <= 0.5217521
    PC79 <= 0.9219543
    PC84 > 0.008808427
    PC87 <= 0.4279947
    ->  class 0\|1  [0.965]

Rule 17/27: (82.9/2.3, lift 13.0)
    PC1 <= -0.5149851
    PC12 > -0.9252022
    PC13 <= 7.236558
    PC18 > 2.28354
    PC64 <= 1.660016
    PC79 > -0.1242514
    PC81 <= 0.7577374
    PC87 > 0.1457838
    PC100 <= 0.02933305
    ->  class 0\|1  [0.962]

Rule 17/28: (173.3/6.1, lift 13.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 <= 0.2633233
    PC8 <= 0.2105978
    PC13 <= 3.059932
    PC14 > 0.2006215
    PC18 > -0.4677226
    PC18 <= 2.090086
    PC19 > -0.1309759
    PC23 > -0.9654831
    PC79 <= 0.8123216
    PC95 <= 0.6493924
    ->  class 0\|1  [0.960]

Rule 17/29: (43.2/1.2, lift 12.9)
    PC2 > 2.5099
    PC13 <= 7.236558
    PC18 > 2.090086
    PC88 <= 3.771123
    PC91 > 2.867553
    ->  class 0\|1  [0.951]

Rule 17/30: (17.4, lift 12.9)
    PC2 <= 6.609464
    PC10 <= -7.567951
    PC18 > -0.4677226
    PC36 <= 2.526415
    ->  class 0\|1  [0.948]

Rule 17/31: (79.4/4, lift 12.7)
    PC2 <= 6.609464
    PC3 <= -0.7982388
    PC18 > 2.090086
    PC35 <= 0.2764165
    PC36 <= 2.526415
    PC70 <= 2.887559
    PC75 <= 0.2907499
    PC76 > 0.3091772
    PC83 > -1.334977
    PC91 <= 1.662351
    PC97 > -2.189606
    ->  class 0\|1  [0.938]

Rule 17/32: (12.3, lift 12.6)
    PC1 > -0.7073541
    PC18 > 2.090086
    PC36 <= 2.526415
    PC49 > 0.5045301
    PC64 <= 1.660016
    PC79 <= -0.1242514
    ->  class 0\|1  [0.930]

Rule 17/33: (11.8, lift 12.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 > -1.89137
    PC8 > 0.2105978
    PC18 > -0.4677226
    PC18 <= 2.090086
    PC28 <= -0.3468742
    ->  class 0\|1  [0.928]

Rule 17/34: (14.5/0.4, lift 12.4)
    PC2 > 2.5099
    PC13 <= 7.236558
    PC18 > 2.090086
    PC48 <= 1.042466
    PC78 > 2.020816
    ->  class 0\|1  [0.917]

Rule 17/35: (39.8/2.6, lift 12.4)
    PC2 > 2.5099
    PC6 > -1.89137
    PC8 > 0.2105978
    PC18 > -0.4677226
    PC18 <= 2.090086
    PC59 > 1.019365
    ->  class 0\|1  [0.913]

Rule 17/36: (20.7/1.3, lift 12.2)
    PC1 <= -0.7073541
    PC2 > 2.5099
    PC2 <= 6.609464
    PC18 > 2.090086
    PC76 <= 0.3091772
    PC79 <= -0.1242514
    PC81 <= 0.7577374
    PC83 > -1.334977
    ->  class 0\|1  [0.899]

Rule 17/37: (202.8/20, lift 12.2)
    PC2 > 6.609464
    PC13 <= 7.236558
    PC18 > 2.090086
    PC29 > -2.519265
    PC29 <= 1.923316
    PC40 > -2.953463
    PC88 <= 3.771123
    PC97 > -2.189606
    PC99 <= 1.986757
    ->  class 0\|1  [0.897]

Rule 17/38: (16.8/1, lift 12.1)
    PC18 > 2.090086
    PC19 > 0.008498676
    PC36 <= 2.526415
    PC48 <= 1.042466
    PC55 > -0.482149
    PC88 <= 3.771123
    ->  class 0\|1  [0.894]

Rule 17/39: (6.5, lift 12.0)
    PC2 > 2.5099
    PC36 > 2.513465
    PC36 <= 2.526415
    ->  class 0\|1  [0.882]

Rule 17/40: (75.3/8.5, lift 11.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC12 <= -0.9252022
    PC18 > -0.4677226
    PC40 > -2.953463
    PC60 > -0.5359342
    PC76 <= 0.3091772
    PC83 > -1.334977
    PC88 <= 3.771123
    PC91 <= 2.867553
    PC97 > -2.189606
    PC99 <= 1.986757
    ->  class 0\|1  [0.877]

Rule 17/41: (3.9, lift 11.3)
    PC4 <= -0.2868965
    PC13 <= 7.236558
    PC18 > -0.4677226
    PC88 > 3.771123
    ->  class 0\|1  [0.831]

Rule 17/42: (9.4/0.9, lift 11.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -0.4677226
    PC18 <= 2.090086
    PC48 <= 1.042466
    PC75 > 0.5038049
    PC79 > 0.9219543
    PC86 <= 4.013646
    ->  class 0\|1  [0.829]

Rule 17/43: (13.5/2.4, lift 10.6)
    PC2 <= 6.609464
    PC18 > 2.090086
    PC36 <= 2.526415
    PC60 > -0.5359342
    PC76 <= 0.3091772
    PC81 > 0.7577374
    ->  class 0\|1  [0.781]

Rule 17/44: (40.3/10.6, lift 9.8)
    PC13 > 7.236558
    PC18 > 3.696222
    PC48 <= 1.042466
    PC97 > -1.431802
    ->  class 0\|1  [0.725]

Rule 17/45: (51/16.5, lift 9.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC15 > -0.05509185
    PC17 > -0.7304042
    PC18 <= -0.4677226
    PC55 > 0.1151721
    ->  class 0\|1  [0.670]

Rule 17/46: (33.5, lift 8.6)
    PC2 > 2.5099
    PC7 > -0.7696513
    PC15 > -0.05509185
    PC18 <= -0.4677226
    PC37 > 1.119512
    PC55 > 0.1151721
    ->  class 0\|2  [0.972]

Rule 17/47: (10.2, lift 8.2)
    PC3 <= 1.640775
    PC7 > -0.7696513
    PC17 > -1.87198
    PC17 <= -1.374336
    PC39 > -1.450917
    PC47 <= -0.8836733
    PC49 <= 1.24066
    ->  class 0\|2  [0.918]

Rule 17/48: (92.8/7, lift 8.1)
    PC3 <= 1.640775
    PC7 > -0.7696513
    PC15 <= -0.05509185
    PC36 <= -2.252803
    PC49 <= 1.24066
    PC73 <= 2.287993
    PC95 <= 0.3078283
    PC99 > -1.763915
    ->  class 0\|2  [0.916]

Rule 17/49: (7913/5669.5, lift 2.5)
    PC2 > 2.5099
    ->  class 0\|2  [0.284]

Rule 17/50: (84.4, lift 11.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC15 <= -0.05509185
    PC18 <= -0.4677226
    PC39 <= -1.450917
    ->  class 0\|3  [0.988]

Rule 17/51: (207.3/1.9, lift 11.2)
    PC4 > -5.768709
    PC5 > -0.4751543
    PC10 > -3.272248
    PC15 <= -0.05509185
    PC17 <= -1.374336
    PC18 <= -0.4677226
    PC27 > -0.007914715
    PC32 <= 1.227913
    PC43 > -0.6108432
    PC58 > -1.250211
    PC76 <= 1.042284
    PC91 > -1.867191
    PC95 > 0.3078283
    PC99 > -0.8973147
    PC100 <= 1.365672
    ->  class 0\|3  [0.986]

Rule 17/52: (64.4, lift 11.2)
    PC7 <= -0.7696513
    PC12 <= -0.3218363
    PC18 <= -0.4677226
    PC20 <= -3.549603
    PC48 > 0.1078789
    ->  class 0\|3  [0.985]

Rule 17/53: (57.6, lift 11.1)
    PC13 > 7.236558
    PC16 > -1.235095
    PC31 > 0.006507528
    PC65 > -0.282285
    ->  class 0\|3  [0.983]

Rule 17/54: (53.7, lift 11.1)
    PC9 <= 0.5233031
    PC17 > -1.374336
    PC18 <= -0.4677226
    PC20 <= -3.615733
    PC91 > -1.867191
    ->  class 0\|3  [0.982]

Rule 17/55: (53.9, lift 11.1)
    PC2 > 2.5099
    PC7 > -0.7696513
    PC15 <= -0.05509185
    PC18 <= -0.4677226
    PC73 > 2.287993
    ->  class 0\|3  [0.982]

Rule 17/56: (49.4, lift 11.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC15 <= -0.05509185
    PC18 <= -0.4677226
    PC27 > -7.083237
    PC99 <= -1.763915
    ->  class 0\|3  [0.981]

Rule 17/57: (44.7, lift 11.1)
    PC15 <= -0.05509185
    PC17 <= -1.374336
    PC27 > -10.22418
    PC76 > 1.042284
    PC86 > 2.469061
    PC100 > -1.638323
    ->  class 0\|3  [0.979]

Rule 17/58: (45.1, lift 11.1)
    PC13 > 7.236558
    PC16 > -1.235095
    PC31 > 0.006507528
    PC69 > -0.7978222
    ->  class 0\|3  [0.979]

Rule 17/59: (47.2/0.2, lift 11.1)
    PC4 > -6.964373
    PC7 > -0.7696513
    PC15 <= -0.05509185
    PC17 <= -1.374336
    PC18 <= -0.4677226
    PC43 > -0.6108432
    PC49 <= 1.24066
    PC67 > 0.04990247
    PC81 > -0.9999881
    PC95 > 0.3078283
    ->  class 0\|3  [0.975]

Rule 17/60: (515.5/12.8, lift 11.0)
    PC4 > -6.964373
    PC7 > -0.7696513
    PC15 <= -0.05509185
    PC17 <= -1.87198
    PC21 > -0.7050356
    PC27 > -7.083237
    PC36 > -2.252803
    PC38 > -1.617691
    PC49 <= 1.24066
    PC57 <= 1.793525
    PC90 <= 2.93555
    PC91 > -1.867191
    PC95 <= 0.3078283
    PC97 <= 1.067726
    PC99 > -0.9459177
    PC100 > -1.638323
    ->  class 0\|3  [0.973]

Rule 17/61: (35, lift 11.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 > -6.964373
    PC18 <= -0.4677226
    PC28 > 0.2291109
    PC43 <= -0.6108432
    PC95 > 0.3078283
    ->  class 0\|3  [0.973]

Rule 17/62: (31.8, lift 11.0)
    PC13 > 7.236558
    PC16 > -1.235095
    PC31 > 0.006507528
    PC49 <= -0.05414848
    ->  class 0\|3  [0.970]

Rule 17/63: (467.8/16.2, lift 10.9)
    PC4 > -6.964373
    PC7 > -0.7696513
    PC15 <= -0.05509185
    PC17 <= -1.374336
    PC18 <= -0.4677226
    PC36 > -2.252803
    PC57 <= 1.793525
    PC58 <= 1.235599
    PC81 <= 0.5257281
    PC91 > -1.867191
    PC95 <= 0.3078283
    PC97 <= 1.067726
    PC99 > -0.9459177
    ->  class 0\|3  [0.963]

Rule 17/64: (59.9/1.4, lift 10.9)
    PC2 > 2.5099
    PC7 > -0.7696513
    PC18 <= -0.4677226
    PC49 > 1.24066
    ->  class 0\|3  [0.961]

Rule 17/65: (23.2, lift 10.9)
    PC18 <= -0.4677226
    PC27 <= -10.22418
    ->  class 0\|3  [0.960]

Rule 17/66: (23.3, lift 10.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 > -0.7696513
    PC15 <= -0.05509185
    PC17 > -1.374336
    PC18 <= -0.4677226
    PC33 > 1.364286
    PC99 > -0.9459177
    ->  class 0\|3  [0.960]

Rule 17/67: (21.6, lift 10.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC9 > 0.5233031
    PC15 <= -0.05509185
    PC99 > -0.9459177
    ->  class 0\|3  [0.958]

Rule 17/68: (33.3/0.5, lift 10.8)
    PC2 > 2.5099
    PC7 > -0.7696513
    PC10 > 1.441743
    PC18 <= -0.4677226
    PC43 > -0.6108432
    PC49 <= 1.24066
    PC76 > 1.042284
    PC79 > -1.319963
    PC91 > -1.867191
    PC95 > 0.3078283
    PC100 > -1.638323
    ->  class 0\|3  [0.956]

Rule 17/69: (27.5/0.4, lift 10.8)
    PC3 <= -2.130307
    PC15 > -0.05509185
    PC18 <= -0.4677226
    PC35 <= 0.5001234
    PC37 <= 1.119512
    PC48 > 0.1480779
    PC55 > 0.1151721
    ->  class 0\|3  [0.954]

Rule 17/70: (34.8/1.2, lift 10.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 > -6.964373
    PC17 > -1.374336
    PC18 <= -0.4677226
    PC23 <= -1.990978
    PC33 <= 1.364286
    PC39 <= 2.060785
    PC99 > -0.9459177
    ->  class 0\|3  [0.940]

Rule 17/71: (52.5/2.4, lift 10.6)
    PC2 <= 8.06018
    PC18 <= -0.4677226
    PC37 > -0.7702743
    PC48 <= -0.4241129
    PC55 <= 0.1151721
    PC61 > -0.3814405
    PC65 > -0.6062819
    PC91 <= -0.7311681
    ->  class 0\|3  [0.937]

Rule 17/72: (110.1/6.2, lift 10.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 > -6.964373
    PC7 > -0.7696513
    PC17 <= -1.374336
    PC27 > -7.083237
    PC43 <= -0.6108432
    PC73 <= 2.287993
    PC91 > -1.867191
    PC94 <= 0.1288414
    ->  class 0\|3  [0.936]

Rule 17/73: (13.2, lift 10.6)
    PC3 > 0.006744031
    PC3 <= 1.640775
    PC9 <= 0.5233031
    PC15 <= -0.05509185
    PC17 > -1.374336
    PC18 <= -0.4677226
    ->  class 0\|3  [0.934]

Rule 17/74: (134.1/8.3, lift 10.6)
    PC2 > 2.5099
    PC2 <= 8.06018
    PC3 <= 1.640775
    PC4 > -6.804878
    PC9 <= 0.580468
    PC15 > -0.05509185
    PC18 <= -0.4677226
    PC37 > -0.7702743
    PC48 > -0.4241129
    PC55 <= 0.1151721
    PC61 > -0.3814405
    PC65 > -0.6062819
    PC80 <= 0.5435277
    PC93 > -0.6755382
    ->  class 0\|3  [0.932]

Rule 17/75: (39.3/2.1, lift 10.5)
    PC15 <= -0.05509185
    PC18 <= -0.4677226
    PC54 <= 1.076667
    PC97 <= -0.4790954
    PC99 <= -0.9459177
    ->  class 0\|3  [0.926]

Rule 17/76: (49/2.8, lift 10.5)
    PC13 > 7.236558
    PC18 <= 3.696222
    PC31 > 0.006507528
    PC48 <= 1.042466
    PC91 > 0.4059246
    ->  class 0\|3  [0.926]

Rule 17/77: (14.4/0.4, lift 10.4)
    PC15 > -0.05509185
    PC18 <= -0.4677226
    PC23 <= -4.089213
    PC55 <= 0.1151721
    ->  class 0\|3  [0.917]

Rule 17/78: (8.3, lift 10.2)
    PC2 > 2.5099
    PC15 <= -0.6173395
    PC18 > -0.4677226
    PC18 <= 2.090086
    PC79 > 0.9219543
    PC86 <= 4.013646
    PC88 <= 3.771123
    ->  class 0\|3  [0.903]

Rule 17/79: (20.9/1.3, lift 10.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC15 <= -0.05509185
    PC18 <= -0.4677226
    PC54 > 1.076667
    PC99 <= -0.9459177
    PC100 > -1.638323
    ->  class 0\|3  [0.901]

Rule 17/80: (49.7/4.4, lift 10.2)
    PC7 > -0.7696513
    PC15 > -0.05509185
    PC18 <= -0.4677226
    PC33 <= -1.356436
    PC35 <= 0.5001234
    PC37 <= 1.119512
    PC48 > 0.1480779
    PC55 > 0.1151721
    ->  class 0\|3  [0.896]

Rule 17/81: (38.6/3.3, lift 10.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC15 <= -0.05509185
    PC17 > -1.374336
    PC18 <= -0.4677226
    PC91 > -1.867191
    PC99 <= -0.654276
    ->  class 0\|3  [0.893]

Rule 17/82: (72.8/7.1, lift 10.1)
    PC4 <= -6.964373
    PC15 <= -0.05509185
    PC18 <= -2.231283
    PC35 <= 0.5314577
    PC59 <= 0.2756255
    PC80 <= 0.5676203
    PC87 <= 0.1111184
    ->  class 0\|3  [0.892]

Rule 17/83: (41.9/4.4, lift 9.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC15 > -0.05509185
    PC18 <= -0.4677226
    PC55 <= 0.1151721
    PC61 > -0.3814405
    PC62 <= -0.5067306
    ->  class 0\|3  [0.876]

Rule 17/84: (46.8/9.6, lift 8.9)
    PC3 <= 1.640775
    PC7 > -0.7696513
    PC15 > -0.05509185
    PC17 <= -0.7304042
    PC18 <= -0.4677226
    PC48 <= 0.1480779
    PC55 > 0.1151721
    PC89 > -0.1423873
    PC94 > -0.0103439
    ->  class 0\|3  [0.782]

Rule 17/85: (36.1/17.6, lift 5.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -0.4677226
    PC40 <= -2.953463
    PC48 <= 1.042466
    PC74 > 0.4784182
    ->  class 0\|3  [0.512]

Rule 17/86: (80, lift 20.5)
    PC3 > 1.640775
    PC12 <= -0.0486082
    PC16 <= -0.5005724
    PC26 <= 0.07205261
    PC50 > -0.2168945
    PC50 <= 0.4534797
    PC60 <= 0.7851239
    PC67 <= 0.3515871
    PC69 <= -0.09716982
    PC92 <= 0.5065197
    ->  class 1\|0  [0.987]

Rule 17/87: (466.6/6.7, lift 20.5)
    PC1 > -0.2927148
    PC3 <= 0.6342455
    PC6 <= 5.1094
    PC9 > 0.297108
    PC10 > -0.7280131
    PC19 > -0.6420646
    PC21 > -1.003454
    PC62 <= 0.6821539
    PC86 <= 0.590965
    PC95 <= 0.4803047
    ->  class 1\|0  [0.984]

Rule 17/88: (34, lift 20.2)
    PC3 > 1.640775
    PC8 > -3.622873
    PC13 > -0.1981209
    PC26 <= 0.07205261
    PC50 > -0.2168945
    PC60 <= 0.7851239
    PC66 > -0.505701
    PC92 <= 0.5065197
    PC93 <= 0.68998
    PC95 <= -0.5146904
    ->  class 1\|0  [0.972]

Rule 17/89: (40.5/0.4, lift 20.1)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.5005724
    PC50 > -0.2168945
    PC60 > 0.7851239
    ->  class 1\|0  [0.968]

Rule 17/90: (138.9/3.7, lift 20.1)
    PC2 > 2.5099
    PC8 > -3.622873
    PC12 <= -0.0486082
    PC13 > -0.1981209
    PC26 <= 0.07205261
    PC35 > -0.2212318
    PC50 <= 0.4534797
    PC51 > 0.2190686
    PC66 > -0.505701
    PC67 <= 0.3515871
    PC86 > -2.270193
    PC92 <= 0.5065197
    PC94 <= 0.05720164
    PC95 > -0.5037271
    ->  class 1\|0  [0.966]

Rule 17/91: (25, lift 20.0)
    PC3 > 0.7393595
    PC16 <= -0.5757822
    PC19 > 2.697729
    ->  class 1\|0  [0.963]

Rule 17/92: (23.6, lift 20.0)
    PC2 > 2.5099
    PC3 > 1.640775
    PC26 > 0.07205261
    PC39 > 0.6040915
    PC50 > -0.2168945
    ->  class 1\|0  [0.961]

Rule 17/93: (17.2, lift 19.7)
    PC2 <= 2.5099
    PC3 > 0.7393595
    PC11 <= 2.038316
    PC16 <= -0.5757822
    PC38 > 0.4655569
    ->  class 1\|0  [0.948]

Rule 17/94: (41/2.5, lift 19.1)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.5005724
    PC50 > -0.2168945
    PC93 > 0.68998
    ->  class 1\|0  [0.919]

Rule 17/95: (42.5/5.8, lift 17.6)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC13 <= 0.300224
    PC16 <= -0.5757822
    PC44 > -0.8625963
    PC69 <= -0.5836473
    ->  class 1\|0  [0.847]

Rule 17/96: (351.5/56.1, lift 17.4)
    PC1 > -0.430681
    PC3 <= 0.7393595
    PC9 > 0.297108
    PC10 > -0.7280131
    PC21 > -1.003454
    PC40 <= 0.8153254
    PC74 > 0.02577076
    ->  class 1\|0  [0.839]

Rule 17/97: (264.5/62.8, lift 15.8)
    PC1 > -0.430681
    PC8 > -3.073829
    PC12 > 2.712912
    PC18 > -0.4300101
    ->  class 1\|0  [0.761]

Rule 17/98: (152.1, lift 15.1)
    PC2 > 2.5099
    PC8 <= -3.622873
    PC16 <= -0.5005724
    PC50 > -0.2168945
    ->  class 1\|1  [0.994]

Rule 17/99: (341.9/1.3, lift 15.1)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.5005724
    PC26 > 0.07205261
    PC39 <= 0.6040915
    PC50 > -0.2168945
    PC60 <= 0.7851239
    PC93 <= 0.68998
    ->  class 1\|1  [0.993]

Rule 17/100: (134.7/0.3, lift 15.0)
    PC2 > 2.5099
    PC3 > 1.640775
    PC13 > -0.1981209
    PC16 <= -0.5005724
    PC50 > -0.2168945
    PC51 <= 0.2190686
    PC95 > -0.5146904
    ->  class 1\|1  [0.991]

Rule 17/101: (78.2, lift 15.0)
    PC1 > -0.430681
    PC3 > 0.6342455
    PC3 <= 0.7393595
    PC51 <= 1.23125
    PC74 <= 0.02577076
    ->  class 1\|1  [0.988]

Rule 17/102: (105.5/0.4, lift 15.0)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -0.5005724
    PC16 <= 1.311192
    PC22 > -2.12056
    PC50 > -0.2168945
    PC63 > -1.570807
    PC65 > -0.6740059
    PC83 > -0.3876474
    ->  class 1\|1  [0.987]

Rule 17/103: (63.9, lift 14.9)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.5005724
    PC50 > -0.2168945
    PC66 <= -0.505701
    PC93 <= 0.68998
    ->  class 1\|1  [0.985]

Rule 17/104: (51.5, lift 14.9)
    PC2 <= 2.5099
    PC3 > 0.7393595
    PC12 > 2.712912
    PC18 <= -0.4300101
    ->  class 1\|1  [0.981]

Rule 17/105: (37.4, lift 14.8)
    PC3 > 0.7393595
    PC3 <= 0.8452482
    PC43 > 0.2268828
    PC79 <= 0.1418131
    ->  class 1\|1  [0.975]

Rule 17/106: (36.5, lift 14.8)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.5005724
    PC69 > -0.09716982
    PC94 > 0.05720164
    ->  class 1\|1  [0.974]

Rule 17/107: (99.4/1.7, lift 14.7)
    PC1 > 11.01179
    PC6 <= -0.8999241
    PC9 <= 0.297108
    PC10 > -0.7280131
    PC40 <= 1.152568
    PC46 > -0.9208918
    ->  class 1\|1  [0.973]

Rule 17/108: (40.2/0.3, lift 14.7)
    PC1 > -0.430681
    PC3 <= 0.7393595
    PC9 > 0.297108
    PC21 <= -1.003454
    PC40 <= 0.8153254
    PC51 <= 1.23125
    ->  class 1\|1  [0.970]

Rule 17/109: (24.1, lift 14.6)
    PC3 > 1.640775
    PC12 <= -0.0486082
    PC13 <= -0.1981209
    PC26 <= 0.07205261
    PC50 > -0.2168945
    PC69 > -0.09716982
    ->  class 1\|1  [0.962]

Rule 17/110: (40.9/0.6, lift 14.6)
    PC2 > 2.5099
    PC3 > 1.640775
    PC26 <= 0.07205261
    PC50 > 0.4534797
    PC60 <= 0.7851239
    ->  class 1\|1  [0.962]

Rule 17/111: (23.7, lift 14.6)
    PC2 > 2.5099
    PC3 > 1.640775
    PC35 <= -0.2212318
    PC50 > -0.2168945
    PC94 <= 0.05720164
    PC95 > -0.5146904
    ->  class 1\|1  [0.961]

Rule 17/112: (44.8/1.2, lift 14.4)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.5005724
    PC67 > 0.3515871
    ->  class 1\|1  [0.953]

Rule 17/113: (17.4, lift 14.4)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.5005724
    PC69 > -0.09716982
    PC95 > -0.5146904
    PC95 <= -0.5037271
    ->  class 1\|1  [0.948]

Rule 17/114: (17, lift 14.4)
    PC3 > 1.640775
    PC6 <= -2.059616
    PC16 <= -0.9303704
    PC50 <= -0.2168945
    ->  class 1\|1  [0.947]

Rule 17/115: (16, lift 14.3)
    PC2 > 2.5099
    PC3 > 1.640775
    PC12 > -0.0486082
    PC16 <= -0.5005724
    ->  class 1\|1  [0.944]

Rule 17/116: (24.7/0.5, lift 14.3)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.5005724
    PC60 <= 0.7851239
    PC92 > 0.5065197
    ->  class 1\|1  [0.942]

Rule 17/117: (75.7/3.8, lift 14.2)
    PC3 <= 0.6342455
    PC6 > 5.1094
    PC9 > 0.297108
    PC19 > -0.6420646
    PC22 > -2.402923
    PC62 <= 0.6821539
    ->  class 1\|1  [0.939]

Rule 17/118: (82.3/5.5, lift 14.0)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 <= 0.7393595
    PC6 <= 5.1094
    PC8 > -3.073829
    PC10 > -0.7280131
    PC51 <= 1.23125
    PC86 > 0.590965
    ->  class 1\|1  [0.923]

Rule 17/119: (186/16.3, lift 13.8)
    PC2 <= 2.5099
    PC3 > 0.7393595
    PC7 > -9.345048
    PC11 <= 2.038316
    PC16 <= -0.5757822
    PC19 <= 2.697729
    PC38 <= 0.4655569
    PC51 <= 0.744561
    PC69 > -0.5836473
    PC83 <= 0.5148818
    PC99 <= 1.762854
    ->  class 1\|1  [0.908]

Rule 17/120: (34.1/2.5, lift 13.7)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 <= 0.7393595
    PC9 > 0.297108
    PC51 <= 1.23125
    PC62 > 0.6821539
    ->  class 1\|1  [0.903]

Rule 17/121: (40.6/3.5, lift 13.6)
    PC2 <= 2.5099
    PC3 > 0.7393595
    PC18 > 0.2115095
    PC43 > 0.2268828
    ->  class 1\|1  [0.895]

Rule 17/122: (7.4, lift 13.6)
    PC3 > 1.640775
    PC16 <= -0.5005724
    PC50 <= 0.4534797
    PC60 <= 0.7851239
    PC86 <= -2.270193
    ->  class 1\|1  [0.894]

Rule 17/123: (7.4, lift 13.5)
    PC3 > 1.640775
    PC15 > -1.470211
    PC29 <= -0.3887536
    PC50 <= -0.2168945
    ->  class 1\|1  [0.892]

Rule 17/124: (7.1, lift 13.5)
    PC6 <= -2.199283
    PC8 > -3.073829
    PC10 <= -0.7280131
    PC35 <= -0.6953393
    ->  class 1\|1  [0.890]

Rule 17/125: (6.2, lift 13.3)
    PC1 > -0.430681
    PC1 <= -0.2927148
    PC3 <= 0.7393595
    PC9 > 0.297108
    PC10 > -0.7280131
    ->  class 1\|1  [0.878]

Rule 17/126: (113.7/13.2, lift 13.3)
    PC3 > 0.7393595
    PC10 > -0.7280131
    PC16 <= 0.8894854
    PC43 > 0.2268828
    PC57 > -1.721336
    PC79 > 0.1418131
    ->  class 1\|1  [0.877]

Rule 17/127: (9.7/0.6, lift 13.0)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 <= 0.7393595
    PC9 > 0.297108
    PC40 <= 0.8153254
    PC95 > 0.4803047
    ->  class 1\|1  [0.860]

Rule 17/128: (4.1, lift 12.7)
    PC1 <= -0.430681
    PC2 > -0.9262126
    PC2 <= 2.5099
    PC8 > -0.2284522
    PC36 > 0.8240289
    ->  class 1\|1  [0.835]

Rule 17/129: (12.4/3.5, lift 10.4)
    PC3 > 1.640775
    PC6 <= -2.059616
    PC15 > -1.470211
    PC93 <= -0.9696231
    ->  class 1\|1  [0.688]

Rule 17/130: (197.3/70.5, lift 9.7)
    PC1 > -0.430681
    PC3 <= 0.7393595
    PC6 > 5.1094
    PC9 > 0.297108
    PC40 <= 0.8153254
    PC51 <= 1.23125
    ->  class 1\|1  [0.641]

Rule 17/131: (85, lift 15.1)
    PC1 > 11.01179
    PC3 <= 0.7393595
    PC6 > -0.8999241
    PC9 <= 0.297108
    ->  class 1\|2  [0.989]

Rule 17/132: (57.7, lift 15.0)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > 1.311192
    PC50 > -0.2168945
    ->  class 1\|2  [0.983]

Rule 17/133: (53.8, lift 15.0)
    PC3 > 0.7393595
    PC13 <= 0.300224
    PC19 <= 2.697729
    PC69 > -0.5836473
    PC99 > 1.762854
    ->  class 1\|2  [0.982]

Rule 17/134: (56.5, lift 15.0)
    PC2 <= 2.5099
    PC3 > 0.7393595
    PC12 <= 2.712912
    PC16 > -0.5757822
    PC25 <= 0.3525581
    PC95 <= -0.4974043
    ->  class 1\|2  [0.982]

Rule 17/135: (52.6, lift 15.0)
    PC3 > 1.640775
    PC16 > -0.5005724
    PC22 <= -2.12056
    PC50 > -0.2168945
    PC65 > -0.6740059
    ->  class 1\|2  [0.982]

Rule 17/136: (215.2/3.7, lift 14.9)
    PC3 > 1.640775
    PC6 <= -2.059616
    PC15 > -1.470211
    PC16 > -0.9303704
    PC29 > -0.3887536
    PC50 <= -0.2168945
    PC93 > -0.9696231
    ->  class 1\|2  [0.978]

Rule 17/137: (67.4/0.8, lift 14.9)
    PC1 > 6.692906
    PC6 > -2.199283
    PC10 <= -0.7280131
    PC35 <= -0.6953393
    ->  class 1\|2  [0.974]

Rule 17/138: (80.1/1.4, lift 14.8)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC8 > -3.073829
    PC16 > -0.5757822
    PC30 <= -0.6829464
    PC57 > -1.721336
    ->  class 1\|2  [0.971]

Rule 17/139: (32.4, lift 14.8)
    PC3 > 0.7393595
    PC8 > -3.073829
    PC16 > -0.5757822
    PC27 > -0.205017
    PC42 <= -0.4856086
    PC73 <= 0.9018657
    PC100 <= 0.5517913
    ->  class 1\|2  [0.971]

Rule 17/140: (127.8/3.3, lift 14.8)
    PC3 > 0.7393595
    PC9 > 1.468961
    PC12 <= 2.712912
    PC14 <= -0.6993386
    PC16 > -0.5757822
    PC30 > -0.6829464
    PC96 <= 1.022792
    PC99 <= 0.3972122
    ->  class 1\|2  [0.967]

Rule 17/141: (325.2/9.9, lift 14.8)
    PC2 <= 2.5099
    PC3 > 0.8452482
    PC12 <= 2.712912
    PC16 > -0.5757822
    PC18 <= 0.2115095
    PC43 > 0.2268828
    PC79 <= 0.1418131
    PC98 <= 4.234372
    ->  class 1\|2  [0.967]

Rule 17/142: (24.7, lift 14.7)
    PC1 > -0.430681
    PC1 <= 11.01179
    PC2 <= 2.5099
    PC3 <= 0.7393595
    PC8 <= 0.5831117
    PC9 <= 0.297108
    PC10 > -0.7280131
    PC23 <= -0.2753389
    PC40 <= 1.152568
    ->  class 1\|2  [0.962]

Rule 17/143: (70.6/1.9, lift 14.7)
    PC1 > -0.430681
    PC3 <= 0.7393595
    PC8 > -3.073829
    PC9 <= 0.297108
    PC30 > 0.2335071
    PC46 <= -0.9208918
    ->  class 1\|2  [0.959]

Rule 17/144: (21.2, lift 14.6)
    PC2 <= 2.5099
    PC3 > 0.7393595
    PC13 <= 0.300224
    PC16 <= -0.5757822
    PC44 <= -0.8625963
    ->  class 1\|2  [0.957]

Rule 17/145: (197.3/7.6, lift 14.6)
    PC2 <= 2.5099
    PC3 > 0.7393595
    PC9 > -0.2584531
    PC12 <= 2.712912
    PC16 > 0.8894854
    PC18 <= 0.2115095
    PC43 > 0.2268828
    PC98 <= 4.234372
    ->  class 1\|2  [0.957]

Rule 17/146: (24.1/0.2, lift 14.6)
    PC2 <= 2.5099
    PC7 <= -9.345048
    ->  class 1\|2  [0.953]

Rule 17/147: (17.9, lift 14.5)
    PC3 > 0.7393595
    PC30 > -0.6829464
    PC43 <= 0.2268828
    PC57 > -1.721336
    PC73 > 0.9018657
    ->  class 1\|2  [0.950]

Rule 17/148: (51.1/2.1, lift 14.4)
    PC2 <= 2.5099
    PC3 > 0.7393595
    PC8 > -3.073829
    PC12 <= 2.712912
    PC16 > -0.5757822
    PC43 <= 0.2268828
    PC57 > -1.721336
    PC65 <= -0.1123941
    ->  class 1\|2  [0.941]

Rule 17/149: (47.7/2, lift 14.4)
    PC1 > 1.128336
    PC2 > 2.5099
    PC50 <= -0.2168945
    ->  class 1\|2  [0.941]

Rule 17/150: (92.3/5.3, lift 14.3)
    PC2 <= 2.5099
    PC3 > 0.7393595
    PC9 <= 1.468961
    PC10 > -0.7280131
    PC27 <= -0.205017
    PC65 > -0.1123941
    PC74 > -0.1963658
    PC100 <= 0.5517913
    ->  class 1\|2  [0.934]

Rule 17/151: (105/6.2, lift 14.2)
    PC3 > 0.7393595
    PC7 <= -4.108215
    PC10 > -0.7280131
    PC16 > -0.5757822
    PC25 <= 0.3525581
    PC43 <= 0.2268828
    PC57 > -1.721336
    ->  class 1\|2  [0.932]

Rule 17/152: (14.2/0.1, lift 14.2)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -0.5005724
    PC50 > -0.2168945
    PC83 <= -0.3876474
    ->  class 1\|2  [0.930]

Rule 17/153: (9.4, lift 13.9)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -0.5005724
    PC63 > -1.570807
    PC65 <= -0.6740059
    PC83 > -0.3876474
    ->  class 1\|2  [0.912]

Rule 17/154: (67.7/5.3, lift 13.9)
    PC2 <= 2.5099
    PC3 > 0.7393595
    PC16 > -0.5757822
    PC43 > -0.4297231
    PC43 <= 0.2268828
    PC100 > 0.5517913
    ->  class 1\|2  [0.910]

Rule 17/155: (36.3/2.8, lift 13.8)
    PC3 > 0.7393595
    PC11 > 2.038316
    PC13 <= 0.300224
    PC16 <= -0.5757822
    ->  class 1\|2  [0.901]

Rule 17/156: (118.2/11.3, lift 13.7)
    PC1 > -0.430681
    PC10 > -0.7280131
    PC12 <= 2.712912
    PC16 > -0.5757822
    PC43 <= 0.2268828
    PC57 > -1.721336
    PC59 <= -0.9747494
    ->  class 1\|2  [0.898]

Rule 17/157: (47.6/4.8, lift 13.5)
    PC1 > -0.430681
    PC8 <= -3.073829
    PC19 <= -1.342918
    PC78 <= -0.1420228
    ->  class 1\|2  [0.884]

Rule 17/158: (6.4, lift 13.5)
    PC3 > 1.640775
    PC15 <= -1.470211
    PC50 <= -0.2168945
    PC93 > 0.7071595
    ->  class 1\|2  [0.881]

Rule 17/159: (12.5/2.4, lift 11.7)
    PC2 <= 2.5099
    PC3 > 0.7393595
    PC10 > -0.7280131
    PC16 <= -0.5757822
    PC83 > 0.5148818
    ->  class 1\|2  [0.765]

Rule 17/160: (26.7/8.7, lift 10.1)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 <= 0.7393595
    PC9 > 0.297108
    PC40 > 0.8153254
    ->  class 1\|2  [0.662]

Rule 17/161: (61.7/2.7, lift 16.7)
    PC1 <= 1.128336
    PC2 > 2.5099
    PC3 > 1.640775
    PC15 <= -1.470211
    PC93 <= 0.7071595
    ->  class 1\|3  [0.942]

Rule 17/162: (9.1, lift 16.1)
    PC3 > 0.7393595
    PC9 > 1.468961
    PC14 > -0.6993386
    PC16 > -0.5757822
    PC30 > -0.6829464
    PC43 <= 0.2268828
    PC65 > -0.1123941
    ->  class 1\|3  [0.910]

Rule 17/163: (814.1/329.1, lift 10.5)
    PC1 > -0.430681
    PC3 > 0.7393595
    PC8 > -3.073829
    PC16 > -0.5757822
    PC25 <= 0.3525581
    PC43 <= 0.2268828
    ->  class 1\|3  [0.596]

Rule 17/164: (4386.3/3340.3, lift 4.2)
    PC1 > -0.430681
    PC2 <= 2.5099
    ->  class 1\|3  [0.239]

Rule 17/165: (146.4/0.2, lift 15.9)
    PC6 > -2.491569
    PC8 > 2.291764
    PC11 > -0.6486088
    PC21 > -0.2499169
    PC21 <= 0.9623703
    PC24 > -0.03955416
    PC40 > -1.150464
    PC46 <= 1.417094
    PC54 > -1.804454
    PC60 > -0.4210835
    PC65 > -0.0702869
    PC84 > -0.7763532
    ->  class 2\|0  [0.992]

Rule 17/166: (60.4/0.3, lift 15.7)
    PC1 <= -0.430681
    PC2 > -0.9262126
    PC2 <= 2.5099
    PC8 > -0.2284522
    PC34 <= -0.3792612
    PC36 > 0.09076007
    ->  class 2\|0  [0.979]

Rule 17/167: (62.6/0.5, lift 15.7)
    PC6 <= 2.972452
    PC8 > 2.291764
    PC11 > -0.6486088
    PC12 > -1.728177
    PC21 > -0.2499169
    PC46 <= 1.475178
    PC89 > 0.6152391
    ->  class 2\|0  [0.976]

Rule 17/168: (351.3/9.1, lift 15.6)
    PC6 <= 2.972452
    PC8 > 2.291764
    PC11 > -0.6486088
    PC12 > -1.728177
    PC21 > 0.9623703
    PC46 <= 1.475178
    PC54 > -1.804454
    PC60 > -0.4210835
    PC84 > -0.7763532
    ->  class 2\|0  [0.971]

Rule 17/169: (234.8/6.4, lift 15.6)
    PC8 > 2.291764
    PC11 > -0.6486088
    PC18 <= 0.1540345
    PC20 <= -0.1170666
    PC21 > -0.2499169
    PC46 <= 1.417094
    PC54 > -1.804454
    PC60 > -0.4210835
    PC65 > -0.0702869
    PC69 > -0.3268926
    PC84 > -0.7763532
    PC92 > -0.09681447
    PC97 > -0.2823915
    ->  class 2\|0  [0.969]

Rule 17/170: (24.9, lift 15.5)
    PC1 > -0.430681
    PC3 <= 0.7393595
    PC8 > 0.5831117
    PC9 <= 0.297108
    PC19 > -1.637436
    PC60 > -0.2256029
    PC63 > -0.5050736
    ->  class 2\|0  [0.963]

Rule 17/171: (24.2, lift 15.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2284522
    PC15 <= -2.188156
    PC21 > -0.2499169
    PC96 > -0.138214
    ->  class 2\|0  [0.962]

Rule 17/172: (47.2/1.3, lift 15.3)
    PC1 > -0.430681
    PC3 <= 0.7393595
    PC8 > 0.5831117
    PC9 <= 0.297108
    PC19 <= -1.637436
    PC63 > -0.5050736
    ->  class 2\|0  [0.954]

Rule 17/173: (297.6/14.6, lift 15.2)
    PC2 > -2.891115
    PC2 <= 2.5099
    PC6 <= 2.972452
    PC8 > 2.291764
    PC11 > -0.6486088
    PC12 > -1.728177
    PC21 > -0.2499169
    PC46 <= 1.475178
    PC60 > -0.4210835
    ->  class 2\|0  [0.948]

Rule 17/174: (20.9/0.6, lift 15.0)
    PC1 <= -0.430681
    PC2 <= -0.9262126
    PC3 > -0.008502942
    PC8 > -0.2284522
    PC14 <= -0.02859959
    ->  class 2\|0  [0.932]

Rule 17/175: (97.9/7.4, lift 14.7)
    PC6 <= 2.972452
    PC8 > 2.291764
    PC11 > -0.6486088
    PC12 > -1.728177
    PC21 > -0.2499169
    PC47 > 0.5981562
    ->  class 2\|0  [0.916]

Rule 17/176: (22.5/1.3, lift 14.6)
    PC6 <= 2.972452
    PC8 > 2.291764
    PC11 > -0.6486088
    PC12 > -1.728177
    PC21 > -0.2499169
    PC46 <= 1.475178
    PC60 <= -0.4210835
    PC86 > 0.4020714
    ->  class 2\|0  [0.908]

Rule 17/177: (14.6/0.6, lift 14.5)
    PC1 <= -0.430681
    PC6 > -2.491569
    PC8 > 2.291764
    PC11 > 1.193678
    PC12 > -1.728177
    PC21 > -0.2499169
    PC46 <= 1.475178
    PC86 <= 0.4020714
    PC89 <= 0.6152391
    ->  class 2\|0  [0.905]

Rule 17/178: (8.6, lift 14.4)
    PC1 <= -0.430681
    PC6 <= 2.972452
    PC8 > 2.291764
    PC11 > -0.6486088
    PC12 > -1.728177
    PC21 > -0.2499169
    PC60 <= -0.4210835
    PC86 <= 0.4020714
    PC96 <= -0.138214
    ->  class 2\|0  [0.897]

Rule 17/179: (140.6/14.9, lift 14.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2284522
    PC14 <= -0.02859959
    PC39 > -0.5457348
    PC43 > 0.5397927
    PC63 <= -0.06183665
    ->  class 2\|0  [0.888]

Rule 17/180: (18.1/3.2, lift 12.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2284522
    PC8 <= 2.291764
    PC45 > 0.4583037
    PC63 <= -0.06183665
    ->  class 2\|0  [0.793]

Rule 17/181: (21.4/5.8, lift 11.4)
    PC2 <= 2.5099
    PC4 > 0.1440638
    PC10 <= -0.7280131
    PC18 > 0.2091407
    PC35 > -0.6953393
    ->  class 2\|0  [0.711]

Rule 17/182: (125.1, lift 10.6)
    PC1 <= -0.430681
    PC6 > -2.491569
    PC8 > 2.291764
    PC21 <= -0.2499169
    ->  class 2\|1  [0.992]

Rule 17/183: (110.3, lift 10.5)
    PC1 <= -0.430681
    PC8 > 0.6981995
    PC8 <= 2.291764
    PC63 > -0.06183665
    PC78 <= -0.1017613
    ->  class 2\|1  [0.991]

Rule 17/184: (62.7, lift 10.5)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC20 > -0.1170666
    PC21 <= 0.9623703
    PC24 <= -0.03955416
    ->  class 2\|1  [0.985]

Rule 17/185: (247.3/2.9, lift 10.5)
    PC1 <= -0.430681
    PC6 > -2.491569
    PC8 > 2.291764
    PC11 <= 1.193678
    PC15 > -2.188156
    PC47 <= 0.5981562
    PC60 <= -0.4210835
    PC86 <= 0.4020714
    PC89 <= 0.6152391
    PC96 > -0.138214
    ->  class 2\|1  [0.984]

Rule 17/186: (58.6, lift 10.5)
    PC1 <= -0.430681
    PC2 <= -0.9262126
    PC8 > 0.6981995
    PC8 <= 2.291764
    PC63 > -0.06183665
    PC71 > 0.5044268
    PC93 <= 0.4078081
    ->  class 2\|1  [0.983]

Rule 17/187: (56.7, lift 10.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC6 <= 2.972452
    PC18 <= 0.1540345
    PC21 <= 0.9623703
    PC24 <= -0.03955416
    PC54 > -1.804454
    PC69 <= -0.3268926
    ->  class 2\|1  [0.981]

Rule 17/188: (323.5/5.6, lift 10.4)
    PC2 <= -0.9262126
    PC8 > 0.6981995
    PC8 <= 2.291764
    PC12 > -3.085381
    PC16 <= 0.9959877
    PC19 <= 3.266839
    PC20 <= 0.1805726
    PC37 > -0.538414
    PC53 <= 0.5084541
    PC60 > -1.073305
    PC63 > -0.06183665
    PC95 <= 0.1875394
    PC99 <= 0.7569277
    ->  class 2\|1  [0.980]

Rule 17/189: (47.3, lift 10.4)
    PC1 <= -0.430681
    PC8 > 0.6981995
    PC20 > 0.1805726
    PC32 > 0.9336247
    ->  class 2\|1  [0.980]

Rule 17/190: (61/0.4, lift 10.4)
    PC1 <= -0.430681
    PC2 <= -0.9262126
    PC8 > 0.6981995
    PC25 <= 0.1105819
    PC78 > -0.1017613
    PC97 > 0.4767982
    ->  class 2\|1  [0.978]

Rule 17/191: (39.8, lift 10.4)
    PC1 <= -0.430681
    PC6 > 2.972452
    PC8 > -0.2284522
    PC12 > -1.728177
    ->  class 2\|1  [0.976]

Rule 17/192: (52.1/0.4, lift 10.4)
    PC1 > -0.430681
    PC3 <= 0.7393595
    PC8 > 0.5831117
    PC9 <= 0.297108
    PC19 > -1.637436
    PC60 <= -0.2256029
    PC63 > -0.5050736
    ->  class 2\|1  [0.974]

Rule 17/193: (90.2/1.6, lift 10.3)
    PC2 <= 2.5099
    PC3 <= -0.2340402
    PC7 > -1.384673
    PC13 <= 0.1497917
    PC73 <= -1.507278
    PC89 <= 1.179154
    ->  class 2\|1  [0.972]

Rule 17/194: (32.9, lift 10.3)
    PC1 <= -0.430681
    PC2 > -1.934819
    PC2 <= -0.9262126
    PC8 > -0.2284522
    PC8 <= 0.6981995
    PC73 > -0.3592803
    ->  class 2\|1  [0.971]

Rule 17/195: (97.6/1.9, lift 10.3)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC12 <= -1.728177
    ->  class 2\|1  [0.971]

Rule 17/196: (30.9, lift 10.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2284522
    PC8 <= 0.6981995
    PC54 <= -1.4495
    PC63 > -0.06183665
    ->  class 2\|1  [0.970]

Rule 17/197: (31.3, lift 10.3)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC21 <= 0.9623703
    PC60 > -0.4210835
    PC65 <= -0.0702869
    ->  class 2\|1  [0.970]

Rule 17/198: (27.4, lift 10.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2284522
    PC8 <= 2.291764
    PC43 <= 0.5397927
    PC49 <= 0.2476325
    PC57 > 0.9605605
    PC87 > -0.5103158
    ->  class 2\|1  [0.966]

Rule 17/199: (21.1, lift 10.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC3 <= -0.008502942
    PC8 > -0.2284522
    PC8 <= 2.291764
    PC11 > -0.82685
    PC14 <= -0.02859959
    PC43 <= 0.5397927
    PC45 <= 0.4583037
    PC49 <= 0.2476325
    PC63 <= -0.06183665
    PC87 <= -0.5103158
    ->  class 2\|1  [0.957]

Rule 17/200: (20.6, lift 10.2)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC21 <= 0.9623703
    PC24 <= -0.03955416
    PC92 <= -0.09681447
    ->  class 2\|1  [0.956]

Rule 17/201: (274.4/11.7, lift 10.1)
    PC1 <= -0.430681
    PC2 <= -0.9262126
    PC8 > 1.515445
    PC8 <= 2.291764
    PC20 <= 0.1805726
    PC40 > -1.494652
    PC63 > -0.06183665
    PC85 <= 1.237637
    ->  class 2\|1  [0.954]

Rule 17/202: (19.6, lift 10.1)
    PC1 <= -0.430681
    PC6 > -2.491569
    PC8 > 2.291764
    PC40 <= -1.150464
    PC46 <= 1.417094
    ->  class 2\|1  [0.954]

Rule 17/203: (16.9, lift 10.1)
    PC8 > -2.524922
    PC8 <= -0.2284522
    PC9 > 7.983715
    PC100 > 3.495399
    ->  class 2\|1  [0.947]

Rule 17/204: (15.5, lift 10.0)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC84 <= -0.7763532
    ->  class 2\|1  [0.943]

Rule 17/205: (75.7/3.8, lift 10.0)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC11 <= -0.6486088
    ->  class 2\|1  [0.939]

Rule 17/206: (17.1/0.2, lift 10.0)
    PC1 > -0.430681
    PC1 <= 11.01179
    PC3 <= 0.7393595
    PC8 > -3.073829
    PC22 > -0.5599737
    PC41 > 1.212682
    PC67 > -0.404483
    ->  class 2\|1  [0.936]

Rule 17/207: (74.9/4.1, lift 9.9)
    PC1 <= -0.430681
    PC8 > 0.6981995
    PC20 > 0.1805726
    PC25 > 0.1105819
    ->  class 2\|1  [0.934]

Rule 17/208: (13.2, lift 9.9)
    PC1 <= -0.430681
    PC2 > -0.9262126
    PC2 <= 2.5099
    PC8 > -0.2284522
    PC8 <= 2.291764
    PC36 <= 0.09076007
    ->  class 2\|1  [0.934]

Rule 17/209: (12.1, lift 9.9)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC21 <= 0.9623703
    PC60 > -0.4210835
    PC97 <= -0.2823915
    ->  class 2\|1  [0.929]

Rule 17/210: (114.9/7.4, lift 9.9)
    PC1 <= -0.430681
    PC2 <= -0.9262126
    PC8 > -0.2284522
    PC8 <= 2.291764
    PC11 > -2.139097
    PC14 > -0.02859959
    PC24 <= 0.9762033
    PC31 > -1.676091
    PC63 <= -0.06183665
    ->  class 2\|1  [0.928]

Rule 17/211: (74.8/6.2, lift 9.6)
    PC1 <= -0.430681
    PC6 > -2.491569
    PC8 > 2.291764
    PC46 > 1.417094
    ->  class 2\|1  [0.907]

Rule 17/212: (8.7, lift 9.6)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC18 > 0.1540345
    PC21 <= 0.9623703
    ->  class 2\|1  [0.907]

Rule 17/213: (8.5, lift 9.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.524922
    PC44 <= 1.138963
    PC63 > 0.06488332
    PC81 > 0.7084147
    PC88 > -0.3134926
    PC99 > -0.9007455
    ->  class 2\|1  [0.905]

Rule 17/214: (14.4/0.7, lift 9.6)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 <= 0.7393595
    PC8 > -3.073829
    PC8 <= 0.5831117
    PC40 > 1.152568
    PC46 > -0.9208918
    ->  class 2\|1  [0.899]

Rule 17/215: (32.7/2.7, lift 9.5)
    PC1 <= -0.430681
    PC2 > -0.9262126
    PC2 <= 2.5099
    PC8 > -0.2284522
    PC8 <= 2.291764
    PC34 > -0.3792612
    PC36 <= 0.8240289
    PC75 > -0.3322806
    ->  class 2\|1  [0.893]

Rule 17/216: (7.2, lift 9.5)
    PC2 <= 2.5099
    PC8 > -0.2284522
    PC63 > -0.06183665
    PC73 > -0.3592803
    PC73 <= -0.3576066
    ->  class 2\|1  [0.891]

Rule 17/217: (20.5/1.5, lift 9.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2284522
    PC8 <= 0.6981995
    PC28 <= -0.09862774
    PC73 > -0.3592803
    ->  class 2\|1  [0.888]

Rule 17/218: (74.3/7.6, lift 9.4)
    PC1 <= -0.430681
    PC2 <= -2.891115
    PC8 > -0.2284522
    PC21 > -0.2499169
    PC54 <= -1.804454
    ->  class 2\|1  [0.887]

Rule 17/219: (52.1/5.2, lift 9.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2284522
    PC8 <= 0.6981995
    PC19 <= 0.4249721
    PC63 > -0.06183665
    PC73 > -0.3592803
    PC97 <= 0.03427543
    ->  class 2\|1  [0.885]

Rule 17/220: (68.2/7.3, lift 9.4)
    PC3 <= -0.008502942
    PC8 > 1.222998
    PC8 <= 2.291764
    PC34 > -0.1272166
    PC45 <= 0.4583037
    PC49 <= 0.2476325
    PC57 <= 0.9605605
    PC63 <= -0.06183665
    ->  class 2\|1  [0.882]

Rule 17/221: (36.5/4, lift 9.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2284522
    PC8 <= 0.6981995
    PC34 > 0.7724203
    PC63 > -0.06183665
    ->  class 2\|1  [0.870]

Rule 17/222: (108/16.3, lift 9.0)
    PC2 <= -9.022285
    ->  class 2\|1  [0.843]

Rule 17/223: (40.4/7.1, lift 8.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2284522
    PC8 <= 0.6981995
    PC11 > -3.430341
    PC63 > -0.06183665
    PC64 <= -0.04473955
    PC73 > -0.3592803
    ->  class 2\|1  [0.808]

Rule 17/224: (45.6/14.7, lift 7.1)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC29 <= 0.3448451
    PC34 > 1.098344
    ->  class 2\|1  [0.670]

Rule 17/225: (51.3/17.2, lift 7.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.524922
    PC8 <= -0.2284522
    PC10 > -0.001583433
    PC16 <= 1.844254
    PC44 <= 1.138963
    PC63 > 0.06488332
    PC88 > -0.3134926
    PC99 <= -0.9007455
    ->  class 2\|1  [0.659]

Rule 17/226: (58.7/20.8, lift 6.8)
    PC2 <= -0.9262126
    PC8 > -0.2284522
    PC11 <= -0.82685
    PC34 > -0.1272166
    PC43 <= 0.5397927
    PC45 <= 0.4583037
    PC63 <= -0.06183665
    ->  class 2\|1  [0.640]

Rule 17/227: (61.4/0.8, lift 11.2)
    PC1 > -0.430681
    PC1 <= 11.01179
    PC2 <= 2.5099
    PC3 <= 0.7393595
    PC8 <= 0.5831117
    PC9 <= 0.297108
    PC10 > -0.7280131
    PC23 > -0.2753389
    PC40 <= 1.152568
    PC41 <= 1.212682
    PC46 > -0.9208918
    PC82 > -0.01428698
    PC97 <= 1.238189
    ->  class 2\|2  [0.972]

Rule 17/228: (17.1/0.2, lift 10.8)
    PC1 <= -0.430681
    PC6 > -0.001565208
    PC8 > -2.524922
    PC11 > -2.319353
    PC32 <= -2.359806
    PC34 <= 1.098344
    ->  class 2\|2  [0.938]

Rule 17/229: (119.3/7.4, lift 10.7)
    PC2 > -9.022285
    PC8 > -2.524922
    PC8 <= -0.2284522
    PC9 > 7.983715
    PC55 > -1.279077
    PC73 > -1.507278
    PC100 <= 3.495399
    ->  class 2\|2  [0.931]

Rule 17/230: (7.6, lift 10.3)
    PC1 <= -0.430681
    PC6 > -0.001565208
    PC8 > -2.524922
    PC8 <= -0.2284522
    PC11 > -2.319353
    PC11 <= -2.295692
    ->  class 2\|2  [0.896]

Rule 17/231: (24.2/3.8, lift 9.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2284522
    PC8 <= 1.515445
    PC20 <= 0.1805726
    PC60 <= -1.073305
    PC63 > -0.06183665
    PC78 > -0.1017613
    PC85 <= 1.237637
    ->  class 2\|2  [0.816]

Rule 17/232: (13933.8/12321.3, lift 1.3)
    PC1 <= -0.430681
    ->  class 2\|2  [0.116]

Rule 17/233: (168.9, lift 8.0)
    PC8 <= -2.524922
    PC11 > -4.402146
    PC29 > -0.1247233
    PC34 <= 0.5222636
    PC38 <= 0.273414
    PC44 <= 0.8017431
    PC68 > -2.899086
    PC71 > -0.42316
    PC78 > -0.1153233
    PC83 <= 0.4984398
    PC92 <= 0.1141942
    PC96 <= 0.2890086
    ->  class 2\|3  [0.994]

Rule 17/234: (155.9, lift 8.0)
    PC1 > -4.483057
    PC1 <= -0.430681
    PC8 <= -2.524922
    PC53 > 0.9674099
    PC57 > -0.3608842
    PC68 <= 2.097775
    PC69 <= 0.7187098
    PC83 <= 0.4984398
    ->  class 2\|3  [0.994]

Rule 17/235: (104.1, lift 8.0)
    PC2 <= 2.5099
    PC8 <= -2.524922
    PC34 <= 0.5222636
    PC44 <= 0.8017431
    PC69 > -0.2581146
    PC80 <= -0.7858856
    PC83 <= 0.4984398
    ->  class 2\|3  [0.991]

Rule 17/236: (99.7, lift 8.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC9 <= 7.983715
    PC16 > 1.844254
    PC73 > -1.507278
    ->  class 2\|3  [0.990]

Rule 17/237: (93.3, lift 8.0)
    PC2 <= 2.5099
    PC8 <= -2.524922
    PC69 > 0.7187098
    PC96 <= 0.2890086
    ->  class 2\|3  [0.990]

Rule 17/238: (87.3, lift 8.0)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC8 <= -3.073829
    PC19 > -1.342918
    PC36 > -11.39638
    PC85 <= 0.4262402
    PC88 > -0.2737846
    ->  class 2\|3  [0.989]

Rule 17/239: (127.5/0.4, lift 8.0)
    PC1 <= -0.430681
    PC8 <= -2.524922
    PC31 > 1.244208
    PC38 <= 0.198645
    PC73 > -1.507278
    ->  class 2\|3  [0.989]

Rule 17/240: (84.1, lift 8.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC6 <= -0.001565208
    PC8 > -2.524922
    PC8 <= -0.2284522
    PC29 <= 0.3448451
    PC33 > 0.2856929
    PC34 <= 1.098344
    PC48 > -2.973347
    PC63 <= 0.06488332
    ->  class 2\|3  [0.988]

Rule 17/241: (139.9/0.9, lift 8.0)
    PC1 > -4.483057
    PC1 <= -0.430681
    PC8 <= -2.524922
    PC57 > -0.3608842
    PC68 > -2.899086
    PC87 > 0.7960278
    PC96 <= 0.2890086
    ->  class 2\|3  [0.986]

Rule 17/242: (60.1, lift 7.9)
    PC1 <= -0.430681
    PC2 > -9.022285
    PC2 <= 2.5099
    PC8 <= -0.2284522
    PC9 <= 7.983715
    PC29 <= 0.3448451
    PC63 > 0.06488332
    PC73 > -1.507278
    PC88 <= -0.3134926
    ->  class 2\|3  [0.984]

Rule 17/243: (74.1/0.2, lift 8.0)
    PC1 <= -0.430681
    PC8 <= -2.524922
    PC31 <= 1.244208
    PC34 <= 0.5222636
    PC39 > 0.1734345
    PC57 > -0.3608842
    PC68 <= 2.097775
    PC69 > -0.2581146
    PC83 <= 0.4984398
    ->  class 2\|3  [0.984]

Rule 17/244: (54, lift 7.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -0.2284522
    PC9 <= 7.983715
    PC11 > -2.319353
    PC29 > 0.01090754
    PC57 > -0.3729455
    PC83 <= -1.07633
    ->  class 2\|3  [0.982]

Rule 17/245: (159/2.2, lift 7.9)
    PC1 <= -0.430681
    PC8 <= -2.524922
    PC11 > -4.402146
    PC44 <= 0.8017431
    PC49 > 0.1074089
    PC57 > -0.3608842
    PC83 <= 0.4984398
    ->  class 2\|3  [0.980]

Rule 17/246: (48.9/0.2, lift 7.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.524922
    PC8 <= -0.2284522
    PC10 <= -0.001583433
    PC29 <= 0.3448451
    PC42 > -0.01178827
    PC63 > 0.06488332
    PC73 > -1.507278
    ->  class 2\|3  [0.976]

Rule 17/247: (215.4/4.4, lift 7.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.524922
    PC8 <= -0.2284522
    PC11 <= -2.319353
    PC34 <= 1.098344
    PC57 > -0.3729455
    PC63 <= 0.06488332
    ->  class 2\|3  [0.975]

Rule 17/248: (42/0.2, lift 7.9)
    PC2 > -9.022285
    PC2 <= 2.5099
    PC8 > -2.524922
    PC8 <= -0.2284522
    PC13 <= -0.6000391
    PC57 > -0.3729455
    PC63 <= 0.06488332
    PC73 > -1.507278
    ->  class 2\|3  [0.974]

Rule 17/249: (47.2/0.4, lift 7.9)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC8 <= -3.073829
    PC19 > -1.342918
    PC45 > 0.04705076
    ->  class 2\|3  [0.973]

Rule 17/250: (90/1.6, lift 7.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC7 <= -0.5895425
    PC8 > -2.524922
    PC9 > -1.944796
    PC9 <= 7.983715
    PC29 > 0.01090754
    PC29 <= 0.1991121
    PC40 > -0.7111844
    PC57 > -0.3729455
    PC63 <= 0.06488332
    PC88 <= 0.4057575
    ->  class 2\|3  [0.971]

Rule 17/251: (49.7/0.6, lift 7.8)
    PC1 > -0.430681
    PC1 <= 11.01179
    PC2 <= 2.5099
    PC3 <= 0.7393595
    PC8 > -3.073829
    PC8 <= 0.5831117
    PC9 <= 0.297108
    PC22 > -0.5599737
    PC23 > -0.2753389
    PC46 > -0.9208918
    PC67 > -0.404483
    PC82 <= -0.01428698
    ->  class 2\|3  [0.970]

Rule 17/252: (31.1, lift 7.8)
    PC8 <= -2.524922
    PC25 > -0.1962945
    PC31 <= 1.244208
    PC57 <= -0.3608842
    PC64 <= -0.5812867
    PC69 > -0.2581146
    ->  class 2\|3  [0.970]

Rule 17/253: (30.1, lift 7.8)
    PC2 <= 2.5099
    PC8 <= -0.2284522
    PC9 <= 7.983715
    PC59 <= -0.3337213
    PC63 <= 0.06488332
    PC88 > 0.4057575
    ->  class 2\|3  [0.969]

Rule 17/254: (106/2.4, lift 7.8)
    PC8 <= -2.524922
    PC31 <= 1.244208
    PC34 <= 0.5222636
    PC49 <= 0.1074089
    PC57 > -0.3608842
    PC71 <= -0.42316
    PC96 <= 0.2890086
    ->  class 2\|3  [0.969]

Rule 17/255: (26.9, lift 7.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC6 <= -0.001565208
    PC7 > -0.5895425
    PC8 <= -0.2284522
    PC9 <= 7.983715
    PC34 <= 1.098344
    PC57 > -0.3729455
    PC62 <= -1.529733
    ->  class 2\|3  [0.965]

Rule 17/256: (24.9, lift 7.8)
    PC1 <= 11.01179
    PC2 <= 2.5099
    PC3 <= 0.7393595
    PC8 <= 0.5831117
    PC9 <= 0.297108
    PC10 > -0.7280131
    PC40 <= 1.152568
    PC97 > 1.238189
    ->  class 2\|3  [0.963]

Rule 17/257: (421.5/18.5, lift 7.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -0.2284522
    PC9 <= 4.111977
    PC10 > -1.032567
    PC10 <= 0.3729143
    PC12 <= 1.213876
    PC24 > -0.0796155
    PC29 > -0.1247233
    PC39 <= 0.1734345
    PC44 <= 0.8017431
    PC56 > -0.8251416
    PC64 <= 0.1475832
    PC68 <= 2.097775
    PC78 <= -0.1153233
    PC83 <= 0.4984398
    PC92 > -0.2527241
    PC99 > -0.831757
    ->  class 2\|3  [0.954]

Rule 17/258: (212.7/9.1, lift 7.7)
    PC1 > -4.483057
    PC1 <= -0.430681
    PC8 <= -2.524922
    PC57 > -0.3608842
    PC69 > -0.2581146
    PC92 > 0.1141942
    PC96 <= 0.2890086
    ->  class 2\|3  [0.953]

Rule 17/259: (19.3, lift 7.7)
    PC1 > -4.483057
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC5 > 1.409986
    PC8 <= -0.2284522
    PC31 <= 1.244208
    PC44 > 0.8017431
    PC57 > -0.3608842
    PC69 <= 0.7187098
    PC73 > -1.507278
    PC92 <= 0.1141942
    ->  class 2\|3  [0.953]

Rule 17/260: (15.6, lift 7.6)
    PC8 <= -2.524922
    PC57 > -0.3608842
    PC83 > 0.4984398
    PC87 <= 0.7960278
    PC98 > 0.2389743
    ->  class 2\|3  [0.943]

Rule 17/261: (14.7, lift 7.6)
    PC1 > -0.430681
    PC8 <= -3.073829
    PC19 > 3.673504
    ->  class 2\|3  [0.940]

Rule 17/262: (29.2/0.9, lift 7.6)
    PC1 <= -0.430681
    PC8 <= -2.524922
    PC83 > 0.4984398
    PC89 > 0.3709087
    PC96 <= 0.2890086
    ->  class 2\|3  [0.939]

Rule 17/263: (86.4/4.4, lift 7.6)
    PC1 <= -0.430681
    PC8 <= -2.524922
    PC31 > 1.244208
    PC73 > -1.507278
    PC92 > -0.2070015
    ->  class 2\|3  [0.939]

Rule 17/264: (25.9/0.8, lift 7.5)
    PC8 <= -0.2284522
    PC35 > 1.265527
    PC44 > 0.8017431
    PC57 > -0.3608842
    PC69 > -0.2581146
    PC92 <= 0.1141942
    ->  class 2\|3  [0.934]

Rule 17/265: (329.7/21.7, lift 7.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC6 > -0.001565208
    PC8 > -2.524922
    PC8 <= -0.2284522
    PC12 <= 0.9498935
    PC29 <= 0.3448451
    PC57 > -0.3729455
    PC63 <= 0.06488332
    PC73 <= 0.4049369
    ->  class 2\|3  [0.931]

Rule 17/266: (12.5, lift 7.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC7 <= -1.384673
    PC73 <= -1.507278
    ->  class 2\|3  [0.931]

Rule 17/267: (294.9/19.9, lift 7.5)
    PC1 <= -0.430681
    PC8 <= -2.524922
    PC19 > -1.845319
    PC31 <= 1.244208
    PC57 > -0.3608842
    PC96 > 0.2890086
    ->  class 2\|3  [0.930]

Rule 17/268: (11.7, lift 7.5)
    PC8 <= -0.2284522
    PC9 > 7.983715
    PC66 <= -1.557245
    PC73 > -1.507278
    ->  class 2\|3  [0.927]

Rule 17/269: (24.7/1.1, lift 7.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2284522
    PC8 <= 2.291764
    PC14 <= -0.02859959
    PC39 <= -0.5457348
    PC63 <= -0.06183665
    ->  class 2\|3  [0.922]

Rule 17/270: (8.7, lift 7.3)
    PC1 <= -0.430681
    PC8 <= -0.2284522
    PC9 <= 7.983715
    PC26 > 3.401611
    PC63 > 0.06488332
    ->  class 2\|3  [0.907]

Rule 17/271: (91.4/8.1, lift 7.3)
    PC1 <= -0.430681
    PC6 > -0.001565208
    PC8 > -2.524922
    PC8 <= -0.2284522
    PC57 > -0.3729455
    PC87 > 0.4319785
    PC88 <= 0.4057575
    ->  class 2\|3  [0.902]

Rule 17/272: (227.4/24.8, lift 7.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.524922
    PC8 <= -0.2284522
    PC9 <= 7.983715
    PC29 <= 0.01090754
    PC57 > -0.3729455
    PC63 <= 0.06488332
    PC88 <= 0.4057575
    PC89 > -0.3218621
    ->  class 2\|3  [0.888]

Rule 17/273: (19.7/3.6, lift 6.4)
    PC2 <= 2.5099
    PC8 <= -0.2284522
    PC19 > -2.711913
    PC68 <= -2.899086
    PC73 > -1.507278
    ->  class 2\|3  [0.787]

Rule 17/274: (24.7/6.5, lift 5.8)
    PC1 <= -0.430681
    PC2 <= -0.9262126
    PC8 > -0.2284522
    PC8 <= 2.291764
    PC14 <= -0.02859959
    PC34 <= -0.1272166
    PC43 <= 0.5397927
    PC63 <= -0.06183665
    ->  class 2\|3  [0.718]

Rule 17/275: (25.7/7, lift 5.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2284522
    PC8 <= 2.291764
    PC11 > -0.82685
    PC14 <= -0.02859959
    PC43 <= 0.5397927
    PC45 <= 0.4583037
    PC49 > 0.2476325
    PC63 <= -0.06183665
    ->  class 2\|3  [0.712]

Rule 17/276: (170.9, lift 15.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC19 <= -2.711913
    PC68 <= -2.899086
    ->  class 2\|4  [0.994]

Rule 17/277: (260.2/0.7, lift 15.3)
    PC1 <= -0.430681
    PC11 <= -4.402146
    ->  class 2\|4  [0.994]

Rule 17/278: (228.7/0.6, lift 15.3)
    PC2 <= 2.5099
    PC8 <= -2.524922
    PC31 <= 1.244208
    PC61 > -0.1675494
    PC83 > 0.4984398
    PC87 <= 0.7960278
    PC89 <= 0.3709087
    PC92 <= 0.1141942
    PC98 <= 0.2389743
    ->  class 2\|4  [0.993]

Rule 17/279: (83.6/0.4, lift 15.2)
    PC2 <= 2.5099
    PC8 <= -2.524922
    PC24 <= -0.0796155
    PC31 <= 1.244208
    PC49 <= 0.1074089
    PC57 > -0.3608842
    PC71 > -0.42316
    PC73 > -1.507278
    PC78 <= -0.1153233
    PC96 <= 0.2890086
    ->  class 2\|4  [0.984]

Rule 17/280: (91.8/0.6, lift 15.2)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC8 <= -3.073829
    PC19 > -1.342918
    PC19 <= 3.673504
    PC45 <= 0.04705076
    PC85 > 0.4262402
    ->  class 2\|4  [0.983]

Rule 17/281: (77.2/0.6, lift 15.1)
    PC1 <= -0.430681
    PC8 <= -2.524922
    PC25 <= 0.272321
    PC31 <= 1.244208
    PC68 > -2.899086
    PC69 <= -0.2581146
    PC82 <= 0.0809856
    ->  class 2\|4  [0.980]

Rule 17/282: (39.3, lift 15.1)
    PC8 <= -2.524922
    PC12 <= 1.213876
    PC31 <= 1.244208
    PC53 <= 0.9674099
    PC56 <= -0.8251416
    PC69 > -0.2581146
    PC71 > -0.42316
    PC92 <= 0.1141942
    PC96 <= 0.2890086
    ->  class 2\|4  [0.976]

Rule 17/283: (104.3/2.1, lift 15.0)
    PC2 <= 2.5099
    PC8 <= -0.2284522
    PC12 > 1.213876
    PC31 <= 1.244208
    PC49 <= 0.1074089
    PC53 <= 0.9674099
    PC57 > -0.3608842
    PC78 <= -0.1153233
    PC92 <= 0.1141942
    ->  class 2\|4  [0.971]

Rule 17/284: (32.3, lift 14.9)
    PC8 <= -2.524922
    PC11 > -4.402146
    PC49 <= 0.1074089
    PC68 > 2.097775
    PC71 > -0.42316
    PC80 > -0.7858856
    PC87 <= 0.7960278
    PC92 <= 0.1141942
    ->  class 2\|4  [0.969]

Rule 17/285: (183.2/5, lift 14.9)
    PC5 <= 1.409986
    PC8 <= -2.524922
    PC31 <= 1.244208
    PC35 <= 1.265527
    PC44 > 0.8017431
    PC57 > -0.3608842
    PC69 <= 0.7187098
    PC87 <= 0.7960278
    PC92 <= 0.1141942
    PC96 <= 0.2890086
    ->  class 2\|4  [0.967]

Rule 17/286: (55.9/1, lift 14.9)
    PC2 <= 2.5099
    PC8 <= -2.524922
    PC29 <= -0.1247233
    PC31 <= 1.244208
    PC39 <= 0.1734345
    PC49 <= 0.1074089
    PC71 > -0.42316
    PC92 <= 0.1141942
    ->  class 2\|4  [0.966]

Rule 17/287: (25.2, lift 14.9)
    PC1 <= -0.430681
    PC8 <= -2.524922
    PC57 > -0.3608842
    PC69 > -0.2581146
    PC69 <= 0.7187098
    PC71 > -0.42316
    PC78 <= -0.1153233
    PC92 <= -0.2527241
    PC96 <= 0.2890086
    ->  class 2\|4  [0.963]

Rule 17/288: (30.1/0.2, lift 14.8)
    PC8 <= -2.524922
    PC9 > 4.111977
    PC29 > -0.1247233
    PC31 <= 1.244208
    PC39 <= 0.1734345
    PC49 <= 0.1074089
    PC73 > -1.507278
    PC78 <= -0.1153233
    PC92 <= 0.1141942
    ->  class 2\|4  [0.962]

Rule 17/289: (19.8, lift 14.7)
    PC1 <= -0.430681
    PC8 <= -2.524922
    PC12 <= 1.213876
    PC39 <= 0.1734345
    PC49 <= 0.1074089
    PC71 > -0.42316
    PC78 <= -0.1153233
    PC80 > -0.7858856
    PC92 <= 0.1141942
    PC99 <= -0.831757
    ->  class 2\|4  [0.952]

Rule 17/290: (23.7/0.2, lift 14.7)
    PC1 <= -4.483057
    PC8 <= -2.524922
    PC57 > -0.3608842
    ->  class 2\|4  [0.951]

Rule 17/291: (14.6, lift 14.5)
    PC1 <= -0.430681
    PC8 <= -2.524922
    PC19 <= -1.845319
    PC96 > 0.2890086
    ->  class 2\|4  [0.940]

Rule 17/292: (24.9/0.6, lift 14.5)
    PC1 <= -0.430681
    PC8 <= -2.524922
    PC12 <= 1.213876
    PC31 <= 1.244208
    PC49 <= 0.1074089
    PC53 <= 0.9674099
    PC64 > 0.1475832
    PC78 <= -0.1153233
    PC87 <= 0.7960278
    PC96 <= 0.2890086
    ->  class 2\|4  [0.939]

Rule 17/293: (93.4/6.6, lift 14.2)
    PC8 <= -2.524922
    PC10 > 0.3729143
    PC11 > -4.402146
    PC24 > -0.0796155
    PC34 <= 0.5222636
    PC39 <= 0.1734345
    PC49 <= 0.1074089
    PC57 > -0.3608842
    PC71 > -0.42316
    PC80 > -0.7858856
    PC87 <= 0.7960278
    PC92 <= 0.1141942
    PC96 <= 0.2890086
    ->  class 2\|4  [0.921]

Rule 17/294: (9.6, lift 14.1)
    PC36 <= -11.39638
    ->  class 2\|4  [0.914]

Rule 17/295: (8.9, lift 14.0)
    PC2 <= 2.5099
    PC8 > -2.524922
    PC9 <= 7.983715
    PC48 <= -2.973347
    PC57 > -0.3729455
    PC63 <= 0.06488332
    PC68 > -2.899086
    ->  class 2\|4  [0.908]

Rule 17/296: (99.2/9, lift 13.9)
    PC2 <= 2.5099
    PC10 <= -1.032567
    PC49 <= 0.1074089
    PC57 > -0.3608842
    PC71 > -0.42316
    PC78 <= -0.1153233
    PC92 <= 0.1141942
    PC99 > -0.831757
    ->  class 2\|4  [0.901]

Rule 17/297: (15.7/1, lift 13.7)
    PC1 <= -0.430681
    PC8 <= -2.524922
    PC25 <= -0.1962945
    PC31 <= 1.244208
    PC57 <= -0.3608842
    PC68 > -2.899086
    ->  class 2\|4  [0.886]

Rule 17/298: (43.4/4.3, lift 13.6)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC8 <= -3.073829
    PC19 > -1.342918
    PC88 <= -0.2737846
    ->  class 2\|4  [0.882]

Rule 17/299: (45.3/5.8, lift 13.2)
    PC1 <= -0.430681
    PC6 > -0.001565208
    PC8 > -2.524922
    PC8 <= -0.2284522
    PC11 > -2.319353
    PC63 <= 0.06488332
    PC73 > 0.4049369
    PC87 <= 0.4319785
    ->  class 2\|4  [0.857]

Rule 17/300: (47.9/9.4, lift 12.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.524922
    PC8 <= -0.2284522
    PC29 > 0.3448451
    PC73 > -1.507278
    PC78 <= 1.069673
    ->  class 2\|4  [0.792]

Default class: 2\|3

-----  Trial 18:  -----

Rules:

Rule 18/1: (121.7, lift 16.6)
    PC4 > -8.007588
    PC8 > -0.04315386
    PC9 > -0.6660272
    PC17 > 0.3734223
    PC18 > 2.052136
    PC19 > -0.225473
    PC19 <= -0.01314509
    PC33 <= 3.110674
    PC34 > -1.502067
    PC44 <= 1.229269
    PC86 > 0.2678633
    PC97 <= 0.3049408
    ->  class 0\|0  [0.992]

Rule 18/2: (364.8/4.3, lift 16.5)
    PC4 > -8.007588
    PC8 > -0.04315386
    PC10 <= 6.479989
    PC18 > 2.052136
    PC19 <= -0.01314509
    PC21 > -0.9618724
    PC25 <= 1.01915
    PC33 <= 3.110674
    PC34 > -1.502067
    PC44 <= 1.229269
    PC97 <= 0.3049408
    PC99 > -0.04279222
    ->  class 0\|0  [0.986]

Rule 18/3: (149/1.1, lift 16.5)
    PC4 > -8.007588
    PC10 <= 6.479989
    PC18 > 2.052136
    PC21 > -0.9618724
    PC33 <= 3.110674
    PC34 > -1.502067
    PC56 <= 1.226105
    PC59 > -1.661277
    PC67 <= 0.4768276
    PC91 > 0.640734
    PC98 > -2.16219
    ->  class 0\|0  [0.986]

Rule 18/4: (70.6, lift 16.5)
    PC4 > -6.789236
    PC8 > -0.04315386
    PC18 > 2.052136
    PC19 <= -0.01314509
    PC20 <= 4.504586
    PC26 <= 0.5424851
    PC31 <= 0.2146275
    PC51 <= 0.2274784
    PC59 > -1.661277
    PC97 > 0.3049408
    ->  class 0\|0  [0.985]

Rule 18/5: (101.7/1, lift 16.4)
    PC2 > 2.5099
    PC10 <= 6.479989
    PC18 > 2.052136
    PC25 <= 1.01915
    PC28 <= 2.536077
    PC54 <= -1.248252
    ->  class 0\|0  [0.981]

Rule 18/6: (39.3, lift 16.3)
    PC10 <= 6.479989
    PC18 > 2.052136
    PC33 <= 3.110674
    PC57 > 1.220079
    PC59 <= -1.661277
    ->  class 0\|0  [0.976]

Rule 18/7: (324.3/6.8, lift 16.3)
    PC4 > -8.007588
    PC8 > -0.04315386
    PC17 > 0.3734223
    PC18 > 2.052136
    PC19 > -0.225473
    PC19 <= -0.01314509
    PC28 <= 0.7267735
    PC33 <= 3.110674
    PC41 <= 0.08692545
    PC97 <= 0.3049408
    ->  class 0\|0  [0.976]

Rule 18/8: (53.3/0.4, lift 16.3)
    PC8 <= -0.04315386
    PC18 > 2.052136
    PC33 <= 3.110674
    PC34 > -1.502067
    PC53 > -2.730219
    PC54 > -1.248252
    PC61 <= -0.3383714
    PC71 <= -0.1793386
    PC91 <= 0.4150328
    ->  class 0\|0  [0.974]

Rule 18/9: (34.3/0.1, lift 16.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 1.65137
    PC14 > -1.775794
    PC18 > -0.6070462
    PC72 > 1.173719
    PC83 > -4.32544
    PC84 <= 1.93205
    ->  class 0\|0  [0.969]

Rule 18/10: (50.7/0.7, lift 16.2)
    PC4 <= -8.007588
    PC18 > 2.052136
    PC54 <= -0.7889446
    ->  class 0\|0  [0.968]

Rule 18/11: (26.9, lift 16.2)
    PC5 > 1.904957
    PC10 <= 6.479989
    PC18 > 2.052136
    PC25 <= 1.01915
    PC34 <= -1.502067
    PC59 > -1.661277
    PC67 <= 0.4768276
    PC78 <= 2.020816
    PC91 <= 2.867553
    ->  class 0\|0  [0.965]

Rule 18/12: (25.9/0.2, lift 16.0)
    PC4 <= -8.007588
    PC18 > 2.052136
    PC94 > 0.6029109
    ->  class 0\|0  [0.958]

Rule 18/13: (21.5, lift 16.0)
    PC2 > 2.5099
    PC6 > 0.2621525
    PC14 > 0.5644688
    PC18 > -0.6070462
    PC18 <= 2.052136
    ->  class 0\|0  [0.957]

Rule 18/14: (17.6, lift 15.9)
    PC2 > 2.5099
    PC18 > 2.052136
    PC25 <= 1.01915
    PC34 <= -1.502067
    PC59 > -1.661277
    PC78 <= -0.04619199
    PC91 <= 2.867553
    ->  class 0\|0  [0.949]

Rule 18/15: (13.2, lift 15.6)
    PC5 <= -0.756663
    PC18 > 2.052136
    PC30 > -1.59225
    ->  class 0\|0  [0.934]

Rule 18/16: (11, lift 15.5)
    PC14 > 0.5644688
    PC18 <= 2.052136
    PC30 > 4.595319
    ->  class 0\|0  [0.923]

Rule 18/17: (14.8/0.5, lift 15.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 1.65137
    PC18 > -0.6070462
    PC40 <= -2.018949
    PC41 > 0.309672
    ->  class 0\|0  [0.913]

Rule 18/18: (9.3, lift 15.3)
    PC4 > 5.573752
    PC13 <= 1.65137
    PC14 > 0.5644688
    PC18 > -0.6070462
    PC18 <= 2.052136
    PC31 > 0.1581759
    ->  class 0\|0  [0.912]

Rule 18/19: (95.7/19.1, lift 13.3)
    PC2 > 2.5099
    PC10 <= 6.479989
    PC18 > 2.052136
    PC25 <= 1.01915
    PC30 <= -1.59225
    PC67 <= 0.4768276
    PC91 <= 2.867553
    ->  class 0\|0  [0.795]

Rule 18/20: (268.1/56.9, lift 13.2)
    PC2 > 2.5099
    PC2 <= 7.05362
    PC3 <= 1.640775
    PC4 <= 5.573752
    PC13 <= 1.65137
    PC14 > 0.5644688
    PC18 > -0.6070462
    ->  class 0\|0  [0.786]

Rule 18/21: (23.2/4.5, lift 13.1)
    PC4 <= -8.007588
    PC18 > 2.052136
    PC30 <= 0.2418079
    PC36 > -0.7601717
    ->  class 0\|0  [0.781]

Rule 18/22: (128.1, lift 12.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC8 > 0.08532713
    PC18 > -0.6070462
    PC18 <= 2.052136
    PC43 <= -0.05623216
    PC77 <= 0.03407777
    ->  class 0\|1  [0.992]

Rule 18/23: (121.3, lift 12.2)
    PC4 <= -8.007588
    PC18 > 2.052136
    PC30 > 0.2418079
    PC54 > -0.7889446
    ->  class 0\|1  [0.992]

Rule 18/24: (90.6, lift 12.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 <= 0.4319536
    PC9 <= 0.4660531
    PC17 > -2.071882
    PC18 <= -0.6070462
    PC28 <= 0.6745924
    PC30 > -0.5798313
    PC50 > -0.5060346
    PC55 > 0.2063086
    PC92 <= 0.4193746
    ->  class 0\|1  [0.989]

Rule 18/25: (75.5, lift 12.1)
    PC10 <= 6.479989
    PC18 > 2.052136
    PC56 > 1.226105
    PC59 > -1.661277
    ->  class 0\|1  [0.987]

Rule 18/26: (58.2, lift 12.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC14 <= 0.5644688
    PC18 > -0.6070462
    PC18 <= 0.1661444
    PC43 <= -0.05623216
    PC72 <= 1.173719
    PC94 > 0.4347816
    ->  class 0\|1  [0.983]

Rule 18/27: (92.7/1.2, lift 12.0)
    PC4 <= -8.007588
    PC5 > -0.756663
    PC18 > 2.052136
    PC30 > -1.59225
    PC36 <= -0.7601717
    PC94 <= 0.6029109
    ->  class 0\|1  [0.977]

Rule 18/28: (42.4, lift 12.0)
    PC10 <= 6.479989
    PC18 > 2.052136
    PC54 > -1.248252
    PC98 <= -2.16219
    ->  class 0\|1  [0.977]

Rule 18/29: (91.4/1.4, lift 11.9)
    PC2 > 2.5099
    PC2 <= 7.05362
    PC6 <= 0.2621525
    PC10 > -7.880063
    PC13 <= 1.65137
    PC14 > 0.5644688
    PC18 > -0.6070462
    PC18 <= 2.052136
    PC30 <= -0.7421157
    PC51 <= 0.7482569
    ->  class 0\|1  [0.974]

Rule 18/30: (34.1, lift 11.9)
    PC3 <= 1.640775
    PC10 <= 6.479989
    PC18 > -0.6070462
    PC25 <= 1.01915
    PC28 > 0.7267735
    PC34 > -1.502067
    PC54 > -1.248252
    PC59 > -1.661277
    PC86 <= 0.2678633
    PC91 <= 0.640734
    PC97 <= 0.3049408
    PC99 <= -0.04279222
    ->  class 0\|1  [0.971]

Rule 18/31: (34.7, lift 11.9)
    PC14 > -1.775794
    PC18 > 2.052136
    PC25 <= 1.01915
    PC91 > 2.867553
    ->  class 0\|1  [0.971]

Rule 18/32: (51.7/0.7, lift 11.9)
    PC2 > 2.5099
    PC10 <= 6.479989
    PC18 > 2.052136
    PC54 > -1.248252
    PC67 > 0.4768276
    ->  class 0\|1  [0.968]

Rule 18/33: (80.6/2, lift 11.8)
    PC2 > 2.5099
    PC4 > -8.007588
    PC8 <= -0.04315386
    PC10 <= 6.479989
    PC14 > -1.775794
    PC18 > 2.052136
    PC21 > -0.9618724
    PC59 > -1.661277
    PC61 > -0.3383714
    PC91 <= 0.640734
    ->  class 0\|1  [0.964]

Rule 18/34: (331.7/11.4, lift 11.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC14 <= 0.5644688
    PC18 > 0.1661444
    PC18 <= 2.052136
    PC42 <= 1.231999
    PC43 <= 0.99858
    PC64 <= 0.9518279
    PC72 <= 1.173719
    PC76 > -1.71424
    PC83 > -4.32544
    PC84 <= 1.93205
    PC90 > -2.324221
    PC92 <= 1.129374
    PC93 > -1.236317
    ->  class 0\|1  [0.963]

Rule 18/35: (175.1/5.9, lift 11.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC14 > -1.775794
    PC14 <= 0.5644688
    PC18 > -0.6070462
    PC18 <= 2.052136
    PC21 <= 0.6288067
    PC42 <= 1.702321
    PC72 <= 1.173719
    PC76 > -1.71424
    PC77 > 0.03407777
    PC84 <= 1.93205
    PC90 > -2.324221
    PC92 <= 1.129374
    ->  class 0\|1  [0.961]

Rule 18/36: (218.8/8.5, lift 11.7)
    PC2 <= 7.05362
    PC4 > 5.573752
    PC6 <= 0.2621525
    PC10 > -7.880063
    PC13 <= 1.65137
    PC14 > 0.5644688
    PC18 > -0.6070462
    PC18 <= 2.052136
    PC30 <= 4.595319
    PC31 <= 0.1581759
    PC40 > -2.018949
    PC51 <= 0.7482569
    ->  class 0\|1  [0.957]

Rule 18/37: (30/0.4, lift 11.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC8 <= -0.04315386
    PC10 <= 6.479989
    PC18 > -0.6070462
    PC25 <= 1.01915
    PC59 > -1.661277
    PC67 <= 0.4768276
    PC91 > 0.4150328
    PC91 <= 0.640734
    ->  class 0\|1  [0.956]

Rule 18/38: (29.1/0.4, lift 11.7)
    PC4 > -8.007588
    PC8 > -0.04315386
    PC10 <= 6.479989
    PC18 > 2.052136
    PC19 <= -0.225473
    PC54 > -1.248252
    PC59 > -1.661277
    PC91 <= 0.640734
    PC99 <= -0.04279222
    ->  class 0\|1  [0.956]

Rule 18/39: (21.1, lift 11.7)
    PC14 > -1.775794
    PC18 > 2.052136
    PC19 > -0.225473
    PC34 > -1.502067
    PC41 > 0.08692545
    PC86 <= 0.2678633
    PC91 <= 0.640734
    PC97 <= 0.3049408
    ->  class 0\|1  [0.956]

Rule 18/40: (20.3, lift 11.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 > -6.789236
    PC8 > -0.04315386
    PC10 <= 6.479989
    PC19 <= -0.01314509
    PC26 > 0.5424851
    PC91 <= 0.640734
    PC97 > 0.3049408
    ->  class 0\|1  [0.955]

Rule 18/41: (80.7/2.9, lift 11.7)
    PC5 <= 1.904957
    PC10 <= 6.479989
    PC18 > 2.052136
    PC34 <= -1.502067
    PC59 > -1.661277
    PC67 <= 0.2726204
    PC78 > -0.04619199
    ->  class 0\|1  [0.952]

Rule 18/42: (18.3, lift 11.7)
    PC4 > -8.007588
    PC17 <= 0.3734223
    PC18 > 2.052136
    PC21 > -0.9618724
    PC54 > -1.248252
    PC91 <= 0.640734
    PC99 <= -0.04279222
    ->  class 0\|1  [0.951]

Rule 18/43: (18.4, lift 11.7)
    PC14 > -1.775794
    PC18 > 2.052136
    PC25 <= 1.01915
    PC78 > 2.020816
    PC83 > -4.32544
    ->  class 0\|1  [0.951]

Rule 18/44: (17.4, lift 11.6)
    PC4 <= -6.789236
    PC18 > 2.052136
    PC21 > -0.9618724
    PC54 > -1.248252
    PC91 <= 0.640734
    PC97 > 0.3049408
    ->  class 0\|1  [0.948]

Rule 18/45: (65.1/2.7, lift 11.6)
    PC8 <= -0.04315386
    PC10 <= 6.479989
    PC18 > 2.052136
    PC34 > -1.502067
    PC54 > -1.248252
    PC59 > -1.661277
    PC71 > -0.1793386
    PC91 <= 0.640734
    ->  class 0\|1  [0.945]

Rule 18/46: (20.1/0.3, lift 11.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 <= -0.7113439
    PC46 > -1.318277
    PC90 > -1.573314
    PC94 > 1.08171
    ->  class 0\|1  [0.942]

Rule 18/47: (14.6, lift 11.5)
    PC10 <= 6.479989
    PC14 > -1.775794
    PC18 > 2.052136
    PC31 > 0.2146275
    PC91 <= 0.640734
    PC97 > 0.3049408
    ->  class 0\|1  [0.940]

Rule 18/48: (18.9/0.3, lift 11.5)
    PC2 > 2.5099
    PC10 <= 6.479989
    PC18 > 2.052136
    PC34 > -1.502067
    PC44 > 1.229269
    PC91 <= 0.640734
    ->  class 0\|1  [0.939]

Rule 18/49: (28.2/0.9, lift 11.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 <= 5.573752
    PC13 <= 1.65137
    PC14 > 0.5644688
    PC18 > -0.6070462
    PC18 <= 2.052136
    PC97 > 0.8802301
    ->  class 0\|1  [0.937]

Rule 18/50: (70.5/4.4, lift 11.3)
    PC2 > 2.5099
    PC10 <= 6.479989
    PC18 > 2.052136
    PC33 > 3.110674
    ->  class 0\|1  [0.925]

Rule 18/51: (105.9/10.1, lift 11.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 0.6513243
    PC14 > -1.775794
    PC14 <= 0.5644688
    PC18 > -0.6070462
    PC18 <= 2.052136
    PC43 <= -0.05623216
    PC44 <= 0.5827345
    PC76 > -1.71424
    PC90 > -2.324221
    PC92 <= -0.2738752
    ->  class 0\|1  [0.897]

Rule 18/52: (6.8, lift 10.9)
    PC8 > -0.04315386
    PC20 > 4.504586
    PC91 <= 0.640734
    PC97 > 0.3049408
    ->  class 0\|1  [0.887]

Rule 18/53: (41.4/4.8, lift 10.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 <= -0.6070462
    PC46 <= -1.318277
    PC68 > 0.3002543
    ->  class 0\|1  [0.867]

Rule 18/54: (19.2/1.9, lift 10.6)
    PC4 > -8.007588
    PC14 > -1.775794
    PC18 > 2.052136
    PC21 <= -0.9618724
    PC54 > -1.248252
    PC59 > -1.661277
    ->  class 0\|1  [0.865]

Rule 18/55: (26.3/2.9, lift 10.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC9 > 0.6432343
    PC13 > 0.8868229
    PC68 > 0.1556149
    ->  class 0\|1  [0.862]

Rule 18/56: (195.6/43.8, lift 9.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC8 > -0.04315386
    PC9 > -0.6660272
    PC18 > -0.6070462
    PC19 > -0.01314509
    PC44 <= 1.229269
    PC91 <= 0.640734
    ->  class 0\|1  [0.773]

Rule 18/57: (44.8/12.9, lift 8.6)
    PC10 <= 6.479989
    PC18 > 2.052136
    PC54 > -1.248252
    PC57 <= 1.220079
    PC59 <= -1.661277
    ->  class 0\|1  [0.702]

Rule 18/58: (33.7/14.2, lift 7.0)
    PC10 > 6.479989
    PC13 <= 8.891523
    PC14 > -1.775794
    PC18 > 2.052136
    ->  class 0\|1  [0.573]

Rule 18/59: (429.2/380.8, lift 1.4)
    PC53 > 2.53406
    ->  class 0\|1  [0.115]

Rule 18/60: (100.9, lift 9.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 1.65137
    PC14 > -1.775794
    PC14 <= 0.5644688
    PC18 > -0.6070462
    PC18 <= 0.1661444
    PC40 > -2.018949
    PC43 > -0.05623216
    PC76 > -1.71424
    PC84 <= 1.93205
    ->  class 0\|2  [0.990]

Rule 18/61: (73.5, lift 9.7)
    PC2 > 2.5099
    PC9 > 0.6432343
    PC11 > -2.02319
    PC18 <= -0.6070462
    PC63 <= 3.273162
    PC68 <= 0.1556149
    ->  class 0\|2  [0.987]

Rule 18/62: (55, lift 9.6)
    PC4 > 9.177967
    PC18 <= -1.757131
    PC63 <= 3.273162
    ->  class 0\|2  [0.982]

Rule 18/63: (63.3/0.2, lift 9.6)
    PC3 <= 1.640775
    PC18 > -1.757131
    PC18 <= -0.6070462
    PC20 > -2.961314
    PC30 <= -1.767998
    PC38 <= 1.611627
    PC46 <= 0.6460541
    PC55 <= 0.2063086
    PC66 > -1.175056
    PC85 > -0.9698292
    ->  class 0\|2  [0.981]

Rule 18/64: (40.2, lift 9.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC14 > -1.775794
    PC14 <= 0.5644688
    PC18 > -0.6070462
    PC18 <= 2.052136
    PC72 <= 1.173719
    PC90 <= -2.324221
    ->  class 0\|2  [0.976]

Rule 18/65: (59.6/0.5, lift 9.5)
    PC2 > 2.5099
    PC15 <= -0.4428789
    PC16 <= 2.647492
    PC30 <= 2.365672
    PC40 > -2.798079
    PC55 <= 0.2063086
    PC71 > -0.9827021
    PC85 > -0.9698292
    PC93 > -0.05935736
    PC93 <= 0.8289557
    PC94 > 0.4635939
    ->  class 0\|2  [0.975]

Rule 18/66: (34.1, lift 9.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC30 <= 2.365672
    PC38 <= 1.611627
    PC40 > -2.798079
    PC46 <= 0.6460541
    PC55 <= 0.2063086
    PC87 <= -1.187506
    ->  class 0\|2  [0.972]

Rule 18/67: (22, lift 9.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 > -0.7113439
    PC16 <= 2.647492
    PC19 > 0.3385953
    PC38 <= 1.611627
    PC63 <= 3.273162
    PC85 > -0.9698292
    ->  class 0\|2  [0.958]

Rule 18/68: (40.4/3.7, lift 8.7)
    PC2 > 2.5099
    PC13 <= 1.65137
    PC18 > 0.1661444
    PC18 <= 2.052136
    PC76 > -1.71424
    PC77 <= 0.03407777
    PC83 > -4.32544
    PC84 <= 1.93205
    PC93 <= -1.236317
    ->  class 0\|2  [0.890]

Rule 18/69: (7911/5872.4, lift 2.5)
    PC2 > 2.5099
    ->  class 0\|2  [0.258]

Rule 18/70: (142.1, lift 10.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 > -7.746524
    PC4 <= 9.177967
    PC9 <= 0.6432343
    PC18 <= -1.757131
    PC30 <= 1.092767
    PC38 <= 1.611627
    PC49 <= 0.9755357
    PC86 <= 0.714521
    PC96 <= -0.579769
    ->  class 0\|3  [0.993]

Rule 18/71: (123.4, lift 10.5)
    PC1 > -0.8805534
    PC4 > -7.746524
    PC4 <= 9.177967
    PC7 > -0.6048303
    PC18 <= -1.757131
    PC30 <= 2.365672
    PC49 <= 0.9755357
    PC55 <= 0.2063086
    PC87 > -1.187506
    PC93 > 0.8289557
    ->  class 0\|3  [0.992]

Rule 18/72: (98, lift 10.4)
    PC18 <= -0.6070462
    PC38 > -4.870486
    PC40 <= -2.798079
    PC46 > -1.318277
    ->  class 0\|3  [0.990]

Rule 18/73: (99.8/0.2, lift 10.4)
    PC1 > -0.8805534
    PC2 > 2.5099
    PC18 <= -0.6070462
    PC30 <= 2.365672
    PC38 > -4.870486
    PC46 > 0.6460541
    PC55 <= 0.2063086
    PC93 > -2.544974
    ->  class 0\|3  [0.989]

Rule 18/74: (141.7/0.7, lift 10.4)
    PC1 > -0.8805534
    PC4 > -7.746524
    PC7 <= 0.7716442
    PC8 > -0.2484237
    PC9 <= 0.6432343
    PC13 > -1.356722
    PC15 > -0.4428789
    PC18 <= -1.757131
    PC25 > -1.096972
    PC30 <= 1.092767
    PC39 <= 2.157377
    PC49 <= 0.9755357
    PC57 <= 0.4329656
    PC68 > -0.3750187
    PC86 <= 0.714521
    PC90 > -0.5433033
    PC93 > -0.0604445
    ->  class 0\|3  [0.988]

Rule 18/75: (311.2/3.2, lift 10.4)
    PC2 > 3.107945
    PC3 <= 1.640775
    PC4 > -7.746524
    PC7 > -0.6048303
    PC15 <= -0.4428789
    PC18 <= -1.757131
    PC19 <= 0.3385953
    PC25 <= 0.9745548
    PC33 > -3.728725
    PC49 <= 0.9755357
    PC55 <= 0.2063086
    PC71 <= 0.8343233
    PC81 <= 0.625313
    PC93 <= -0.05935736
    ->  class 0\|3  [0.987]

Rule 18/76: (70.4, lift 10.4)
    PC1 > -0.8805534
    PC3 <= 1.640775
    PC4 > -7.746524
    PC18 <= -0.6070462
    PC46 > -1.318277
    PC55 <= 0.2063086
    PC71 <= -0.9827021
    ->  class 0\|3  [0.986]

Rule 18/77: (64.3, lift 10.4)
    PC1 > -0.8805534
    PC4 > -7.746524
    PC4 <= 9.177967
    PC7 > -0.7113439
    PC7 <= 0.7716442
    PC15 > -0.4428789
    PC18 <= -1.757131
    PC28 <= 2.985367
    PC33 > -3.728725
    PC40 > 0.9288207
    PC86 <= 0.714521
    PC87 > -1.187506
    PC90 > -0.5433033
    ->  class 0\|3  [0.985]

Rule 18/78: (65, lift 10.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC16 > 2.647492
    PC55 <= 0.2063086
    ->  class 0\|3  [0.985]

Rule 18/79: (56.7/0.2, lift 10.3)
    PC1 > -0.8805534
    PC3 <= 1.640775
    PC9 <= 0.6432343
    PC15 > -0.4428789
    PC18 <= -1.757131
    PC25 <= -1.096972
    PC30 <= 1.092767
    PC51 <= 0.6596684
    PC55 <= 0.2063086
    PC65 <= 1.163295
    PC81 <= 0.625313
    PC86 <= 0.714521
    ->  class 0\|3  [0.979]

Rule 18/80: (351.8/6.7, lift 10.3)
    PC2 > 3.107945
    PC3 <= 1.640775
    PC4 > -7.746524
    PC5 > -0.4319461
    PC15 <= -0.4428789
    PC18 <= -1.757131
    PC19 <= 0.3385953
    PC25 <= 0.9745548
    PC33 > -3.728725
    PC49 <= 0.9755357
    PC55 <= 0.2063086
    PC71 <= 0.8343233
    PC81 <= 0.625313
    PC94 <= 0.4635939
    PC97 <= 1.143024
    ->  class 0\|3  [0.978]

Rule 18/81: (57.3/0.4, lift 10.3)
    PC2 > 2.5099
    PC18 <= -0.6070462
    PC30 <= 2.365672
    PC38 > 1.611627
    PC55 <= 0.2063086
    ->  class 0\|3  [0.976]

Rule 18/82: (38.1, lift 10.3)
    PC1 > -0.8805534
    PC2 > 2.5099
    PC18 > -1.757131
    PC18 <= -0.6070462
    PC20 <= -2.961314
    PC80 <= 0.2054898
    ->  class 0\|3  [0.975]

Rule 18/83: (36.8, lift 10.3)
    PC3 <= 1.640775
    PC7 <= 0.4319536
    PC18 <= -0.6070462
    PC28 <= 0.6745924
    PC30 > -0.5798313
    PC46 > -1.318277
    PC50 <= -0.5060346
    ->  class 0\|3  [0.974]

Rule 18/84: (58.7/0.6, lift 10.3)
    PC2 > 2.5099
    PC5 <= 3.512051
    PC13 > 1.65137
    PC18 > -0.6070462
    PC18 <= 2.052136
    PC57 > 0.808664
    PC83 > -4.32544
    ->  class 0\|3  [0.974]

Rule 18/85: (87.8/1.5, lift 10.3)
    PC1 > -0.8805534
    PC7 > -0.7113439
    PC9 <= 0.6432343
    PC18 <= -0.6070462
    PC38 > -4.870486
    PC49 <= 0.9755357
    PC55 <= 0.2063086
    PC85 <= -0.9698292
    PC87 > -1.187506
    ->  class 0\|3  [0.972]

Rule 18/86: (33.1, lift 10.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 <= -0.6070462
    PC49 > 0.9755357
    PC55 <= 0.2063086
    PC84 > 0.4405322
    PC87 > -1.187506
    ->  class 0\|3  [0.972]

Rule 18/87: (37.9/0.1, lift 10.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 > -7.746524
    PC7 > -0.7113439
    PC18 > -1.757131
    PC18 <= -0.6070462
    PC23 <= 0.4975244
    PC30 > -1.767998
    PC46 <= 0.6460541
    PC55 <= 0.2063086
    PC56 > 0.4219154
    PC72 > -0.1475957
    PC80 <= 0.2054898
    ->  class 0\|3  [0.971]

Rule 18/88: (167.6/4.1, lift 10.2)
    PC17 <= -2.071882
    PC18 <= -0.6070462
    PC46 > -1.22122
    PC55 > 0.2063086
    PC60 <= 1.160068
    PC75 > -0.08318383
    PC94 <= 0.4260442
    ->  class 0\|3  [0.970]

Rule 18/89: (65.7/1, lift 10.2)
    PC3 <= 1.640775
    PC18 <= -0.6070462
    PC63 > 3.273162
    ->  class 0\|3  [0.970]

Rule 18/90: (48.2/0.8, lift 10.2)
    PC18 <= -3.425367
    PC46 > -1.318277
    PC53 <= 2.53406
    PC55 > 0.2063086
    PC94 <= 0.4260442
    ->  class 0\|3  [0.964]

Rule 18/91: (115/3.5, lift 10.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 > -5.632627
    PC5 > -0.4751543
    PC18 > -1.757131
    PC18 <= -0.6070462
    PC23 <= 0.4975244
    PC29 > -1.74505
    PC30 > -1.767998
    PC44 <= 0.5340554
    PC46 > -0.2919482
    PC55 <= 0.2063086
    PC72 > -0.1475957
    PC80 <= 0.2054898
    PC99 > -1.194885
    ->  class 0\|3  [0.961]

Rule 18/92: (18.3, lift 10.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC11 <= -2.02319
    ->  class 0\|3  [0.951]

Rule 18/93: (18.7, lift 10.0)
    PC17 <= -2.071882
    PC18 <= -0.6070462
    PC38 > 0.7715558
    PC55 > 0.2063086
    PC94 > 0.4260442
    ->  class 0\|3  [0.947]

Rule 18/94: (14.9, lift 9.9)
    PC10 > 6.479989
    PC14 > -1.775794
    PC33 <= -5.271515
    ->  class 0\|3  [0.940]

Rule 18/95: (14.3, lift 9.9)
    PC2 > 2.5099
    PC7 > -0.7113439
    PC15 <= -0.9459863
    PC18 > -1.757131
    PC18 <= -0.6070462
    PC55 <= 0.2063086
    PC80 > 0.2054898
    ->  class 0\|3  [0.939]

Rule 18/96: (139.1/7.7, lift 9.9)
    PC4 > -7.746524
    PC4 <= 9.177967
    PC8 > -0.2484237
    PC9 <= 0.6432343
    PC13 > -1.356722
    PC15 > -0.4428789
    PC18 <= -2.045022
    PC22 <= -0.4277115
    PC45 <= 1.196912
    PC51 <= 0.6596684
    PC87 > -1.187506
    PC89 <= 0.1495
    PC90 > -0.5433033
    PC90 <= 0.3086128
    ->  class 0\|3  [0.938]

Rule 18/97: (35.6/1.6, lift 9.8)
    PC7 <= 0.4319536
    PC9 <= 0.6432343
    PC17 > -2.071882
    PC18 <= -0.6070462
    PC28 <= 0.6745924
    PC30 <= -0.5798313
    PC46 > -1.318277
    PC55 > 0.2063086
    ->  class 0\|3  [0.931]

Rule 18/98: (12.1, lift 9.8)
    PC7 <= -0.7113439
    PC18 <= -0.6070462
    PC55 <= 0.2063086
    PC90 <= -1.573314
    ->  class 0\|3  [0.929]

Rule 18/99: (14.6/0.3, lift 9.7)
    PC2 > 2.5099
    PC14 <= -1.775794
    PC16 > -0.3195608
    PC18 > -0.6070462
    ->  class 0\|3  [0.921]

Rule 18/100: (47.7/3.8, lift 9.5)
    PC2 > 2.5099
    PC18 > -0.6070462
    PC83 <= -4.32544
    ->  class 0\|3  [0.903]

Rule 18/101: (8, lift 9.5)
    PC2 > 2.5099
    PC13 > 1.65137
    PC18 > -0.6070462
    PC18 <= 2.052136
    PC57 <= 0.808664
    PC90 > 1.711813
    ->  class 0\|3  [0.900]

Rule 18/102: (6.3, lift 9.3)
    PC2 > 2.5099
    PC17 <= -2.071882
    PC21 <= -0.3903907
    PC55 > 0.2063086
    PC94 > 0.4260442
    ->  class 0\|3  [0.879]

Rule 18/103: (12.9/1.5, lift 8.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 > -0.7113439
    PC18 > -1.757131
    PC18 <= -0.6070462
    PC23 <= 0.4975244
    PC55 <= 0.2063086
    PC66 <= -1.175056
    PC80 <= 0.2054898
    ->  class 0\|3  [0.836]

Rule 18/104: (20.4/3.2, lift 8.6)
    PC2 > 2.5099
    PC7 <= 0.4319536
    PC9 > 0.4660531
    PC9 <= 0.6432343
    PC18 <= -0.6070462
    PC30 > -0.5798313
    PC55 > 0.2063086
    ->  class 0\|3  [0.812]

Rule 18/105: (230.1/64.8, lift 7.6)
    PC1 > -0.6567571
    PC3 <= 1.640775
    PC13 > 1.65137
    PC18 <= 2.052136
    ->  class 0\|3  [0.716]

Rule 18/106: (68/27.3, lift 6.3)
    PC2 > 2.5099
    PC13 <= 1.65137
    PC18 <= 2.052136
    PC84 > 1.93205
    ->  class 0\|3  [0.595]

Rule 18/107: (185.1/0.3, lift 20.8)
    PC1 > 22.15387
    PC19 > -0.9080048
    PC27 > -0.4285581
    PC68 <= 0.5877653
    PC80 <= 1.239505
    ->  class 1\|0  [0.993]

Rule 18/108: (65.9, lift 20.7)
    PC1 > -0.1217223
    PC11 <= 1.156562
    PC16 <= -1.706338
    PC21 > 0.5777489
    ->  class 1\|0  [0.985]

Rule 18/109: (35.6, lift 20.4)
    PC2 <= 2.5099
    PC3 > 6.906248
    PC16 > -1.706338
    PC38 <= -0.2677516
    ->  class 1\|0  [0.973]

Rule 18/110: (187.1/4.6, lift 20.3)
    PC1 > -0.1217223
    PC2 <= 2.5099
    PC5 <= 12.1829
    PC9 > -0.911768
    PC10 <= 1.046112
    PC16 <= -1.706338
    PC62 <= -0.2372066
    ->  class 1\|0  [0.970]

Rule 18/111: (329.6/15.1, lift 19.9)
    PC5 <= 12.1829
    PC7 > -6.084325
    PC9 > 1.378854
    PC10 <= 1.046112
    PC11 <= 1.156562
    PC16 <= -1.706338
    PC29 > 0.03654253
    PC47 <= 2.106346
    PC91 > -0.5109994
    PC93 <= 0.5314168
    ->  class 1\|0  [0.951]

Rule 18/112: (18.6, lift 19.9)
    PC1 > -0.1217223
    PC8 > -4.616251
    PC11 <= 2.167879
    PC15 <= -1.99789
    PC16 > -1.706338
    PC16 <= 0.3721585
    ->  class 1\|0  [0.951]

Rule 18/113: (14.7, lift 19.7)
    PC1 > -0.430681
    PC3 > 0.09497605
    PC3 <= 6.906248
    PC7 > -5.782439
    PC16 <= 0.3721585
    PC21 > -0.7909386
    PC28 <= 0.05665284
    PC69 > -0.6185161
    PC74 > 1.129768
    ->  class 1\|0  [0.940]

Rule 18/114: (15.1/0.2, lift 19.5)
    PC1 > -0.1217223
    PC3 > 0.09497605
    PC3 <= 6.906248
    PC11 <= 2.167879
    PC16 > -1.706338
    PC16 <= 0.3721585
    PC21 > -0.7909386
    PC28 <= 0.05665284
    PC61 <= 1.164942
    PC63 <= 0.2783501
    PC99 <= -0.4697019
    ->  class 1\|0  [0.928]

Rule 18/115: (5.1, lift 18.0)
    PC2 > 2.5099
    PC3 > 1.640775
    PC22 > 0.1252682
    PC42 <= -1.276387
    PC50 > -0.1767377
    PC65 <= -0.05166954
    ->  class 1\|0  [0.858]

Rule 18/116: (396.2/114.8, lift 14.9)
    PC3 > 1.640775
    PC8 > -3.593374
    PC16 <= 0.4291682
    PC22 > 0.1252682
    PC47 > -0.3110164
    PC50 > -0.1767377
    PC65 > -0.05166954
    ->  class 1\|0  [0.709]

Rule 18/117: (96.5/30.9, lift 14.2)
    PC1 > 8.76875
    PC3 <= 0.09497605
    PC19 > -1.661511
    PC63 > 0.1472182
    PC82 <= 0.4089428
    ->  class 1\|0  [0.677]

Rule 18/118: (138.8/0.7, lift 16.2)
    PC1 > -0.1217223
    PC3 > 0.09497605
    PC3 <= 6.906248
    PC7 > -5.782439
    PC11 <= 2.167879
    PC15 > -1.99789
    PC16 > -1.706338
    PC16 <= 0.3721585
    PC21 > -0.7909386
    PC61 <= 1.164942
    PC69 > -0.6185161
    PC74 <= 1.129768
    PC99 > -0.4697019
    ->  class 1\|1  [0.988]

Rule 18/119: (54.3, lift 16.1)
    PC1 > 8.76875
    PC1 <= 22.15387
    PC3 <= 0.09497605
    PC8 > -4.616251
    PC16 > -1.706338
    PC19 > -1.661511
    PC63 <= 0.1472182
    ->  class 1\|1  [0.982]

Rule 18/120: (50.4, lift 16.1)
    PC2 > 2.5099
    PC3 > 1.640775
    PC14 <= 0.259583
    PC16 <= 0.4291682
    PC37 <= 0.04043852
    PC46 <= 0.9321272
    PC47 > -0.3110164
    ->  class 1\|1  [0.981]

Rule 18/121: (40.6, lift 16.0)
    PC3 > 1.640775
    PC14 <= 0.259583
    PC16 <= 0.4291682
    PC24 > 2.518792
    PC46 <= 0.9321272
    PC68 > -0.3285402
    ->  class 1\|1  [0.976]

Rule 18/122: (140/2.6, lift 16.0)
    PC1 > -0.1217223
    PC5 <= 12.1829
    PC9 > -0.911768
    PC9 <= 1.378854
    PC10 <= 1.046112
    PC11 <= 1.156562
    PC16 <= -1.706338
    PC21 <= 0.5777489
    PC62 > -0.2372066
    ->  class 1\|1  [0.974]

Rule 18/123: (34.2, lift 16.0)
    PC1 > -0.430681
    PC3 <= 6.906248
    PC8 > -4.616251
    PC23 > 2.862316
    PC38 <= -0.1069787
    ->  class 1\|1  [0.972]

Rule 18/124: (51.4/0.6, lift 15.9)
    PC2 > 2.5099
    PC3 > 1.640775
    PC14 <= 0.259583
    PC16 <= 0.4291682
    PC22 > 0.1252682
    PC22 <= 1.725261
    PC46 <= 0.9321272
    PC65 > -0.05166954
    ->  class 1\|1  [0.970]

Rule 18/125: (29.2, lift 15.9)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= 0.4291682
    PC46 <= 0.9321272
    PC65 > -0.05166954
    PC68 > -0.3285402
    PC95 > -0.1856609
    ->  class 1\|1  [0.968]

Rule 18/126: (27.9, lift 15.9)
    PC1 > -0.1217223
    PC2 <= 2.5099
    PC9 > -0.911768
    PC16 <= -1.706338
    PC93 > 0.5314168
    ->  class 1\|1  [0.967]

Rule 18/127: (20.8, lift 15.7)
    PC2 > 2.5099
    PC3 > 1.640775
    PC14 <= 0.259583
    PC15 > 1.972068
    PC46 <= 0.9321272
    PC68 > -0.3285402
    ->  class 1\|1  [0.956]

Rule 18/128: (19.8, lift 15.7)
    PC2 <= 2.5099
    PC3 > 6.906248
    PC29 > 0.7439595
    ->  class 1\|1  [0.954]

Rule 18/129: (19.2, lift 15.6)
    PC7 > -6.084325
    PC9 > 1.378854
    PC16 <= -1.706338
    PC29 <= 0.03654253
    ->  class 1\|1  [0.953]

Rule 18/130: (63.6/2.2, lift 15.6)
    PC1 > -0.430681
    PC9 > -0.911768
    PC11 > 1.156562
    PC16 <= -1.706338
    PC43 > -0.1945908
    ->  class 1\|1  [0.951]

Rule 18/131: (16.7, lift 15.5)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= 0.4291682
    PC22 > 0.1252682
    PC24 <= 2.518792
    PC92 > 0.4989451
    ->  class 1\|1  [0.947]

Rule 18/132: (55.9/2.2, lift 15.5)
    PC1 > 22.15387
    PC2 <= -5.348634
    PC27 > -0.4285581
    PC68 > 0.5877653
    ->  class 1\|1  [0.944]

Rule 18/133: (12.7, lift 15.3)
    PC1 > -0.430681
    PC5 <= 12.1829
    PC11 <= 1.156562
    PC16 <= -1.706338
    PC47 > 2.106346
    ->  class 1\|1  [0.932]

Rule 18/134: (12.6, lift 15.3)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= 0.4291682
    PC50 > -0.1767377
    PC77 > 0.7052994
    ->  class 1\|1  [0.931]

Rule 18/135: (87/6.2, lift 15.1)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC9 > -0.911768
    PC10 > 1.046112
    PC16 <= -1.706338
    PC44 > -1.972712
    ->  class 1\|1  [0.919]

Rule 18/136: (9.4, lift 15.0)
    PC1 > -0.430681
    PC9 > 1.378854
    PC16 <= -1.706338
    PC91 <= -0.5109994
    ->  class 1\|1  [0.912]

Rule 18/137: (8.7, lift 14.9)
    PC1 > -0.1217223
    PC3 <= 0.09497605
    PC8 > -4.616251
    PC71 > 0.9266456
    ->  class 1\|1  [0.907]

Rule 18/138: (10.9/0.2, lift 14.8)
    PC1 > -0.430681
    PC1 <= 22.15387
    PC5 <= 5.431484
    PC16 > 0.3721585
    PC20 > -0.01158493
    PC41 > 0.7397268
    PC53 <= 1.027676
    ->  class 1\|1  [0.904]

Rule 18/139: (45.4/3.7, lift 14.8)
    PC1 > -0.430681
    PC2 > -6.93449
    PC6 <= -2.2305
    PC8 > -4.616251
    PC12 <= 0.7567332
    PC19 <= -1.661511
    ->  class 1\|1  [0.900]

Rule 18/140: (37.4/5.8, lift 13.6)
    PC2 <= 2.5099
    PC7 <= -6.084325
    PC9 > -0.911768
    PC10 <= 1.046112
    PC16 <= -1.706338
    PC44 > -1.972712
    PC47 <= 2.106346
    ->  class 1\|1  [0.828]

Rule 18/141: (1238/644.8, lift 7.9)
    PC2 > 2.5099
    PC3 > 1.640775
    ->  class 1\|1  [0.479]

Rule 18/142: (129, lift 16.6)
    PC1 > -0.430681
    PC2 <= -0.4558708
    PC3 <= 0.09497605
    PC6 > -2.2305
    PC12 <= 0.7567332
    PC19 <= -1.661511
    PC71 <= 0.9266456
    PC79 <= 0.6500567
    ->  class 1\|2  [0.992]

Rule 18/143: (169.3/0.8, lift 16.6)
    PC3 > 0.09497605
    PC3 <= 6.906248
    PC13 <= -0.0834727
    PC16 > -1.706338
    PC16 <= 0.3721585
    PC21 <= -0.7909386
    ->  class 1\|2  [0.989]

Rule 18/144: (61.6, lift 16.5)
    PC2 <= 2.5099
    PC3 > 0.6913382
    PC16 > -1.706338
    PC35 <= -0.1746503
    PC39 > -0.05852957
    PC53 <= 1.027676
    PC66 <= -0.2662054
    ->  class 1\|2  [0.984]

Rule 18/145: (58.1, lift 16.5)
    PC1 > -0.430681
    PC23 > 2.862316
    PC38 > -0.1069787
    ->  class 1\|2  [0.983]

Rule 18/146: (51.4, lift 16.4)
    PC3 > 0.6913382
    PC16 > 0.3721585
    PC39 <= -0.05852957
    PC68 > 0.06704614
    PC100 > 0.5186037
    ->  class 1\|2  [0.981]

Rule 18/147: (43.1, lift 16.4)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > 0.09497605
    PC14 <= -0.7858261
    PC16 > 0.3721585
    PC20 > -1.43024
    PC39 <= -0.05852957
    PC53 <= 1.027676
    ->  class 1\|2  [0.978]

Rule 18/148: (103.8/1.4, lift 16.4)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > 0.09497605
    PC3 <= 6.906248
    PC16 > 0.3721585
    PC20 <= -0.01158493
    PC39 > -0.05852957
    PC53 <= 1.027676
    PC59 > -0.4040557
    ->  class 1\|2  [0.977]

Rule 18/149: (34.4, lift 16.3)
    PC1 > -0.430681
    PC8 > -4.616251
    PC16 > -1.706338
    PC39 <= -0.05852957
    PC74 <= -1.954591
    ->  class 1\|2  [0.973]

Rule 18/150: (34.2, lift 16.3)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > 0.09497605
    PC16 > 0.3721585
    PC40 > 1.099573
    ->  class 1\|2  [0.972]

Rule 18/151: (186.3/4.3, lift 16.3)
    PC2 > 2.849548
    PC3 > 1.640775
    PC16 > 0.4291682
    PC33 <= 1.385221
    PC38 <= 0.2026206
    PC58 > -0.7329288
    ->  class 1\|2  [0.972]

Rule 18/152: (34.3, lift 16.3)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > 0.4291682
    PC38 > 0.2046105
    PC48 <= 0.2118803
    ->  class 1\|2  [0.972]

Rule 18/153: (68.7/1.6, lift 16.1)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > 0.09497605
    PC16 > 0.3721585
    PC20 > -1.43024
    PC35 > -0.1746503
    PC39 > -0.05852957
    PC82 > 0.2187287
    ->  class 1\|2  [0.963]

Rule 18/154: (22.2, lift 16.1)
    PC1 > -0.1217223
    PC2 <= 2.5099
    PC3 > 0.09497605
    PC16 > -1.706338
    PC16 <= 0.3721585
    PC28 <= 0.05665284
    PC63 > 0.2783501
    ->  class 1\|2  [0.959]

Rule 18/155: (18.7/0.1, lift 15.9)
    PC1 > -0.1217223
    PC3 > 0.6913382
    PC16 > 0.3721585
    PC65 > 0.4795342
    PC68 > 0.06704614
    ->  class 1\|2  [0.947]

Rule 18/156: (77.2/3.7, lift 15.8)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC20 <= -1.43024
    PC97 <= 0.7355509
    ->  class 1\|2  [0.941]

Rule 18/157: (14.1, lift 15.7)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > 0.09497605
    PC13 > 0.003337928
    PC39 > -0.05852957
    PC82 > 0.2187287
    ->  class 1\|2  [0.937]

Rule 18/158: (86/4.6, lift 15.7)
    PC3 > 0.6913382
    PC15 > 0.9447531
    PC16 > 0.3721585
    PC20 > -0.01158493
    ->  class 1\|2  [0.936]

Rule 18/159: (13.3, lift 15.7)
    PC9 > -0.911768
    PC11 > 1.156562
    PC16 <= -1.706338
    PC43 <= -0.1945908
    ->  class 1\|2  [0.935]

Rule 18/160: (11.3, lift 15.5)
    PC2 <= 2.5099
    PC16 <= -1.706338
    PC44 <= -1.972712
    ->  class 1\|2  [0.925]

Rule 18/161: (35.1/1.8, lift 15.5)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > 0.09497605
    PC16 > 0.3721585
    PC23 <= 2.862316
    PC53 > 1.027676
    ->  class 1\|2  [0.924]

Rule 18/162: (9.7, lift 15.3)
    PC1 > -0.1217223
    PC3 > 0.09497605
    PC3 <= 6.906248
    PC16 <= 0.3721585
    PC61 > 1.164942
    ->  class 1\|2  [0.915]

Rule 18/163: (9.5, lift 15.3)
    PC2 <= 2.5099
    PC3 > 0.09497605
    PC4 > 0.8657938
    PC16 > 0.3721585
    ->  class 1\|2  [0.913]

Rule 18/164: (9.6, lift 15.3)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > 0.4291682
    PC42 <= -0.4308444
    ->  class 1\|2  [0.913]

Rule 18/165: (90.1/7.5, lift 15.2)
    PC2 <= 2.5099
    PC3 > 6.906248
    PC16 > -1.706338
    PC29 <= 0.7439595
    PC38 > -0.2677516
    ->  class 1\|2  [0.908]

Rule 18/166: (48.8/3.8, lift 15.2)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -0.9303704
    PC16 <= 0.4291682
    PC33 <= 0.299787
    PC50 <= -0.1767377
    PC93 > -0.9696231
    ->  class 1\|2  [0.906]

Rule 18/167: (94.7/10.3, lift 14.8)
    PC1 > -0.1217223
    PC2 <= 2.5099
    PC7 <= -5.782439
    PC8 > -4.616251
    PC16 > -1.706338
    ->  class 1\|2  [0.883]

Rule 18/168: (5.2, lift 14.4)
    PC1 > 22.15387
    PC27 > -0.4285581
    PC80 > 1.239505
    ->  class 1\|2  [0.860]

Rule 18/169: (99.1/0.3, lift 15.6)
    PC1 <= -0.1217223
    PC2 <= 2.5099
    PC3 > 0.5259567
    PC17 > -0.3530415
    PC42 > -0.1102906
    PC90 <= 0.3352827
    ->  class 1\|3  [0.987]

Rule 18/170: (95.4/0.9, lift 15.5)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > 0.4291682
    PC38 > 0.2046105
    PC42 > -0.4308444
    PC48 > 0.2118803
    ->  class 1\|3  [0.981]

Rule 18/171: (49.4/14.7, lift 11.0)
    PC2 > 2.5099
    PC2 <= 2.849548
    PC3 > 1.640775
    PC16 > 0.4291682
    ->  class 1\|3  [0.695]

Rule 18/172: (4482.5/3333.7, lift 4.1)
    PC1 > -0.430681
    PC2 <= 2.5099
    ->  class 1\|3  [0.256]

Rule 18/173: (173.8/0.8, lift 15.0)
    PC1 <= -0.430681
    PC6 > -2.463224
    PC8 > 0.2031983
    PC11 > -0.9337804
    PC19 <= 0.6246938
    PC20 <= 0.006587008
    PC21 > -0.2479957
    PC68 > 1.141497
    PC73 > -1.165178
    ->  class 2\|0  [0.990]

Rule 18/174: (131.5/0.8, lift 14.9)
    PC6 > -2.463224
    PC8 > 1.961819
    PC19 <= -0.6589058
    PC21 > -0.2479957
    PC46 <= 1.31711
    PC68 > -1.900797
    PC71 <= 0.5732168
    PC79 > -0.1257779
    PC82 <= 0.1705167
    PC86 > -0.1096954
    PC98 > 0.004323523
    PC99 <= 1.307387
    ->  class 2\|0  [0.987]

Rule 18/175: (204.3/4, lift 14.8)
    PC8 > 1.961819
    PC11 > -0.9337804
    PC19 <= 0.6246938
    PC21 > 1.504999
    PC62 <= 1.076832
    PC73 > -1.165178
    PC79 > -0.1257779
    PC97 > -0.268699
    PC99 <= 1.307387
    ->  class 2\|0  [0.976]

Rule 18/176: (57.8/0.6, lift 14.7)
    PC1 <= -0.430681
    PC2 > -1.074925
    PC2 <= 2.5099
    PC8 > 0.2031983
    PC83 > 0.3446951
    ->  class 2\|0  [0.973]

Rule 18/177: (35.4, lift 14.7)
    PC1 > -0.430681
    PC3 <= 0.09497605
    PC12 > 0.7567332
    PC16 > -1.706338
    PC19 <= -1.661511
    ->  class 2\|0  [0.973]

Rule 18/178: (292.1/8.6, lift 14.6)
    PC6 > -2.463224
    PC8 > 1.961819
    PC11 > -0.9337804
    PC19 <= 0.6246938
    PC21 > -0.2479957
    PC28 <= 0.1577117
    PC46 <= 1.601715
    PC62 <= 1.076832
    PC70 <= -0.04090679
    PC73 > -1.165178
    PC88 > -0.437793
    PC97 > -0.268699
    PC99 <= 1.307387
    ->  class 2\|0  [0.967]

Rule 18/179: (30.7/0.2, lift 14.6)
    PC8 > 1.961819
    PC19 <= 0.6246938
    PC21 > -0.2479957
    PC36 > 0.2075644
    PC46 <= 1.601715
    PC61 <= 1.176727
    PC62 <= 1.076832
    PC68 <= 1.141497
    PC70 > -0.04090679
    PC97 > -0.268699
    PC98 > -0.8556418
    ->  class 2\|0  [0.964]

Rule 18/180: (28.9/0.1, lift 14.6)
    PC1 <= -0.430681
    PC6 > -2.463224
    PC8 > 1.961819
    PC11 > -0.9337804
    PC21 > -0.2479957
    PC28 <= 0.1577117
    PC37 <= -0.6247967
    PC57 <= 0.859116
    PC97 > -0.268699
    PC98 <= 0.004323523
    PC99 <= 1.307387
    ->  class 2\|0  [0.963]

Rule 18/181: (27.2, lift 14.6)
    PC6 > -2.463224
    PC8 > 1.961819
    PC11 > -0.9337804
    PC19 <= -0.6589058
    PC21 > -0.2479957
    PC28 <= 0.1577117
    PC36 <= 0.2075644
    PC62 <= 1.076832
    PC79 > -0.1257779
    PC94 > 0.3997386
    PC97 > -0.268699
    PC98 <= 0.004323523
    ->  class 2\|0  [0.963]

Rule 18/182: (18.9, lift 14.4)
    PC8 > 1.961819
    PC19 <= 0.6246938
    PC21 > -0.2479957
    PC28 <= 0.1577117
    PC46 <= 1.601715
    PC57 <= 0.859116
    PC68 <= -1.900797
    PC70 > -0.04090679
    PC79 > -0.1257779
    PC97 > -0.268699
    PC99 <= 1.307387
    ->  class 2\|0  [0.952]

Rule 18/183: (100.7/3.9, lift 14.4)
    PC8 > 1.961819
    PC11 > -0.9337804
    PC21 > -0.2479957
    PC28 <= 0.1577117
    PC46 <= 1.601715
    PC57 > 0.859116
    PC73 > -1.165178
    PC99 <= 1.307387
    ->  class 2\|0  [0.952]

Rule 18/184: (12, lift 14.0)
    PC1 <= -0.430681
    PC2 > -0.4787278
    PC8 > 1.961819
    ->  class 2\|0  [0.929]

Rule 18/185: (7.5, lift 13.5)
    PC1 > -0.430681
    PC1 <= 8.76875
    PC8 > -4.616251
    PC8 <= -0.1526319
    PC19 > -1.661511
    PC44 > 1.428001
    ->  class 2\|0  [0.894]

Rule 18/186: (6.4, lift 13.3)
    PC1 <= -0.430681
    PC8 > 1.961819
    PC21 > -0.2479957
    PC24 <= -0.8842306
    ->  class 2\|0  [0.880]

Rule 18/187: (49.8/11, lift 11.6)
    PC2 <= -1.074925
    PC8 > 0.2031983
    PC8 <= 1.961819
    PC22 > -0.8746364
    PC33 <= 0.5788219
    PC44 > 0.642051
    PC83 <= -0.4702401
    ->  class 2\|0  [0.768]

Rule 18/188: (1287/794.6, lift 5.8)
    PC1 > -0.430681
    PC1 <= -0.1217223
    PC2 <= 2.5099
    ->  class 2\|0  [0.383]

Rule 18/189: (82.9, lift 10.4)
    PC1 <= -0.430681
    PC2 <= -1.074925
    PC8 > 0.2031983
    PC8 <= 1.961819
    PC22 > -0.8746364
    PC31 > -1.130938
    PC44 <= 0.642051
    PC66 <= -0.1392751
    PC73 > -0.7749802
    ->  class 2\|1  [0.988]

Rule 18/190: (69.7/0.4, lift 10.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.2031983
    PC8 <= 1.961819
    PC22 > -0.8746364
    PC24 <= 1.571487
    PC37 <= -0.367402
    PC44 <= 0.642051
    PC62 > -1.319855
    PC82 <= 0.3253484
    ->  class 2\|1  [0.981]

Rule 18/191: (142.3/1.9, lift 10.3)
    PC1 <= -0.430681
    PC2 <= -1.074925
    PC8 > 0.2031983
    PC8 <= 1.961819
    PC22 > -0.8746364
    PC44 <= 0.642051
    PC62 > -1.319855
    PC89 <= -0.1919814
    ->  class 2\|1  [0.980]

Rule 18/192: (47.6, lift 10.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -1.614865
    PC12 > 5.249692
    ->  class 2\|1  [0.980]

Rule 18/193: (42, lift 10.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.2031983
    PC11 > -0.9337804
    PC98 <= -0.8556418
    ->  class 2\|1  [0.977]

Rule 18/194: (34.2, lift 10.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.2031983
    PC19 <= 0.6246938
    PC73 <= -1.165178
    ->  class 2\|1  [0.972]

Rule 18/195: (30.2/0.9, lift 9.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC3 <= -1.594909
    PC8 > 0.2031983
    PC8 <= 1.961819
    PC24 <= 1.571487
    ->  class 2\|1  [0.942]

Rule 18/196: (222.5/14.6, lift 9.7)
    PC1 <= -0.430681
    PC2 <= -1.074925
    PC8 > 0.2031983
    PC8 <= 1.961819
    PC15 <= 1.629373
    PC22 > -0.8746364
    PC29 <= 0.1698664
    PC30 > -0.2517934
    PC31 > -1.130938
    PC44 <= 0.642051
    PC56 > -0.3977791
    PC62 > -1.319855
    PC81 > -0.4748981
    PC82 > -0.5600551
    PC82 <= 0.3253484
    ->  class 2\|1  [0.930]

Rule 18/197: (10.9, lift 9.7)
    PC1 > -0.430681
    PC2 <= -6.93449
    PC19 <= -1.661511
    ->  class 2\|1  [0.923]

Rule 18/198: (9, lift 9.5)
    PC1 > 8.76875
    PC3 <= 0.09497605
    PC8 > -4.616251
    PC16 > -1.706338
    PC19 > -1.661511
    PC82 > 0.4089428
    ->  class 2\|1  [0.909]

Rule 18/199: (71.9/6, lift 9.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.2031983
    PC8 <= 1.961819
    PC22 > -0.8746364
    PC33 <= 0.5788219
    PC44 > 0.642051
    PC83 > -0.4702401
    ->  class 2\|1  [0.905]

Rule 18/200: (7.1, lift 9.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -1.614865
    PC8 <= 0.2031983
    PC44 <= 0.4698507
    PC57 > 0.1291126
    PC68 <= -1.588338
    ->  class 2\|1  [0.890]

Rule 18/201: (45.1/4.7, lift 9.2)
    PC8 > -1.614865
    PC21 > 3.312729
    PC29 > -0.2439684
    PC29 <= 0.3448451
    PC57 > 0.1291126
    ->  class 2\|1  [0.878]

Rule 18/202: (71.8/8.2, lift 9.2)
    PC2 <= -9.307465
    ->  class 2\|1  [0.875]

Rule 18/203: (116.3/14.3, lift 9.1)
    PC2 <= -1.074925
    PC8 > 0.2031983
    PC8 <= 1.961819
    PC11 > -2.868952
    PC22 <= -0.8746364
    PC30 <= -0.00610811
    PC40 > -1.117307
    PC56 <= 0.762962
    PC92 <= 0.2776121
    PC95 > -0.4342224
    ->  class 2\|1  [0.871]

Rule 18/204: (13/1, lift 9.1)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.2031983
    PC22 <= -0.8746364
    PC47 <= -0.5001938
    ->  class 2\|1  [0.869]

Rule 18/205: (25.3/4.8, lift 8.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC3 > -1.487155
    PC8 > -1.614865
    PC8 <= 0.2031983
    PC26 > -2.321835
    PC28 <= -0.127678
    PC57 <= 0.1291126
    ->  class 2\|1  [0.788]

Rule 18/206: (105.1/26.8, lift 7.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -1.614865
    PC29 <= 0.3448451
    PC32 <= -2.459569
    PC57 > 0.1291126
    ->  class 2\|1  [0.741]

Rule 18/207: (43.2/12, lift 7.5)
    PC1 <= -0.430681
    PC2 > -1.074925
    PC2 <= 2.5099
    PC8 > 0.2031983
    PC8 <= 1.961819
    PC31 <= 1.148255
    PC37 <= 1.029918
    PC83 <= 0.3446951
    ->  class 2\|1  [0.712]

Rule 18/208: (29.4/9, lift 7.1)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -1.614865
    PC8 <= 0.2031983
    PC29 <= -0.2439684
    ->  class 2\|1  [0.681]

Rule 18/209: (13.9/4.2, lift 7.0)
    PC8 <= 0.2031983
    PC10 <= 0.1249562
    PC19 > 3.33329
    PC26 > -2.321835
    PC28 > -0.127678
    PC29 <= 0.3448451
    PC57 <= 0.1291126
    ->  class 2\|1  [0.671]

Rule 18/210: (1644.4/715.2, lift 5.9)
    PC1 <= -0.430681
    PC8 > 1.961819
    PC24 <= 1.571487
    ->  class 2\|1  [0.565]

Rule 18/211: (48.9/21.7, lift 5.8)
    PC1 > -0.1217223
    PC1 <= 8.76875
    PC3 <= 0.09497605
    PC8 > -0.1526319
    PC16 > -1.706338
    PC19 > -1.661511
    ->  class 2\|1  [0.554]

Rule 18/212: (69.2/0.1, lift 11.4)
    PC1 <= -0.430681
    PC8 > -3.4806
    PC8 <= -1.614865
    PC21 > -0.8396649
    PC25 > 0.2350568
    PC55 > -0.233429
    ->  class 2\|2  [0.984]

Rule 18/213: (58.1, lift 11.4)
    PC8 > -1.614865
    PC8 <= 0.2031983
    PC12 <= 5.249692
    PC19 > 4.460323
    PC29 > -0.2439684
    ->  class 2\|2  [0.983]

Rule 18/214: (149.9/2.4, lift 11.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= 1.961819
    PC22 <= -0.8746364
    PC40 <= -1.117307
    PC56 <= 0.762962
    ->  class 2\|2  [0.978]

Rule 18/215: (36.7, lift 11.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -1.614865
    PC13 > -0.4446515
    PC42 <= 0.016289
    PC44 <= -0.04591087
    PC60 <= -0.5480756
    ->  class 2\|2  [0.973]

Rule 18/216: (36.1/0.1, lift 11.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.2031983
    PC8 <= 1.961819
    PC29 > 0.1698664
    PC37 > -0.367402
    PC44 <= 0.642051
    PC66 > -0.1392751
    PC89 > -0.1919814
    ->  class 2\|2  [0.970]

Rule 18/217: (42.3/0.6, lift 11.1)
    PC2 <= 2.5099
    PC8 > -3.4806
    PC8 <= -1.614865
    PC42 <= 0.016289
    PC44 <= -0.04591087
    PC94 <= -0.4956227
    PC96 <= 1.431211
    ->  class 2\|2  [0.965]

Rule 18/218: (29.5/0.2, lift 11.1)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -3.4806
    PC19 > -3.465786
    PC22 <= -2.301518
    PC42 <= 0.016289
    PC44 <= -0.04591087
    PC58 <= 0.8084841
    PC94 > -0.4956227
    ->  class 2\|2  [0.963]

Rule 18/219: (23.4/0.2, lift 11.0)
    PC2 <= 2.5099
    PC8 > -3.4806
    PC8 <= -1.614865
    PC9 <= -1.373149
    PC10 > -0.7895166
    PC58 <= 0.8084841
    PC68 <= -0.7946462
    ->  class 2\|2  [0.954]

Rule 18/220: (19.4, lift 11.0)
    PC8 > -3.4806
    PC8 <= 0.2031983
    PC10 <= 0.2319784
    PC25 <= 0.2350568
    PC26 > 2.496181
    PC45 <= 0.4309001
    ->  class 2\|2  [0.953]

Rule 18/221: (41.5/1.2, lift 11.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -3.4806
    PC8 <= -1.614865
    PC18 <= 0.7362046
    PC96 > 1.431211
    ->  class 2\|2  [0.950]

Rule 18/222: (33.6/1, lift 10.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.2031983
    PC8 <= 1.961819
    PC44 <= 0.642051
    PC62 > -1.319855
    PC66 > -0.1392751
    PC82 > 0.3253484
    PC89 > -0.1919814
    ->  class 2\|2  [0.945]

Rule 18/223: (42.7/1.4, lift 10.9)
    PC8 > -3.4806
    PC8 <= -1.614865
    PC13 <= -0.4446515
    PC42 <= 0.016289
    PC44 <= -0.04591087
    PC96 <= 1.431211
    ->  class 2\|2  [0.945]

Rule 18/224: (104.4/5.4, lift 10.9)
    PC2 <= 2.5099
    PC3 > -1.487155
    PC8 > -1.614865
    PC8 <= 0.2031983
    PC10 <= 0.1249562
    PC26 > -2.321835
    PC28 > -0.127678
    PC29 <= 0.3448451
    PC45 > 0.01700526
    PC57 <= 0.1291126
    PC66 > -0.468598
    PC100 <= 1.1576
    ->  class 2\|2  [0.940]

Rule 18/225: (459/31, lift 10.8)
    PC1 <= -0.430681
    PC3 > -1.487155
    PC8 > -1.614865
    PC8 <= 0.2031983
    PC10 > 0.1249562
    PC19 > -2.840738
    PC26 > -2.321835
    PC55 > -0.3361908
    PC57 <= 0.1291126
    PC71 <= 1.938841
    ->  class 2\|2  [0.930]

Rule 18/226: (11.4, lift 10.7)
    PC1 <= -0.430681
    PC8 > 0.2031983
    PC8 <= 1.961819
    PC22 > -0.8746364
    PC31 <= -1.130938
    PC44 <= 0.642051
    PC62 > -1.319855
    ->  class 2\|2  [0.925]

Rule 18/227: (20.1/0.9, lift 10.6)
    PC1 <= -0.430681
    PC8 > -3.4806
    PC8 <= 0.2031983
    PC10 <= 0.2319784
    PC19 > 3.671598
    PC68 > -0.7946462
    PC96 <= 1.431211
    ->  class 2\|2  [0.913]

Rule 18/228: (100.6/8, lift 10.5)
    PC1 <= -0.430681
    PC8 > 0.2031983
    PC8 <= 1.961819
    PC15 > 1.629373
    PC29 <= 0.1698664
    PC37 > -0.367402
    PC44 <= 0.642051
    PC46 > -0.9868048
    PC62 > -1.319855
    PC89 > -0.1919814
    ->  class 2\|2  [0.912]

Rule 18/229: (11.3/0.2, lift 10.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -3.4806
    PC19 > -3.465786
    PC24 > 0.9997873
    PC25 <= 0.2350568
    PC44 > -0.04591087
    ->  class 2\|2  [0.907]

Rule 18/230: (20.4/1.2, lift 10.4)
    PC1 <= -0.430681
    PC8 > 1.961819
    PC21 <= -0.2479957
    PC41 <= -0.4702227
    PC92 > 0.1277686
    ->  class 2\|2  [0.903]

Rule 18/231: (10.5/0.4, lift 10.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.2031983
    PC8 <= 1.961819
    PC37 > -0.367402
    PC44 <= 0.642051
    PC46 > -0.9868048
    PC56 <= -0.3977791
    PC62 > -1.319855
    PC89 > -0.1919814
    ->  class 2\|2  [0.888]

Rule 18/232: (6.6, lift 10.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -3.4806
    PC8 <= 0.2031983
    PC36 > 0.6132967
    PC37 <= 1.408006
    PC42 <= 0.016289
    ->  class 2\|2  [0.884]

Rule 18/233: (51.3/5.4, lift 10.2)
    PC2 <= 2.5099
    PC8 > -3.4806
    PC8 <= -1.614865
    PC37 <= 1.408006
    PC44 <= -0.04591087
    PC94 <= -0.7929602
    ->  class 2\|2  [0.879]

Rule 18/234: (5.8, lift 10.1)
    PC41 > 0.05114197
    PC87 <= -20.91766
    ->  class 2\|2  [0.872]

Rule 18/235: (91/11.3, lift 10.0)
    PC1 <= -0.430681
    PC2 > -9.307465
    PC2 <= 2.5099
    PC8 > -3.4806
    PC8 <= 0.2031983
    PC25 <= 0.2350568
    PC27 <= -0.3814706
    PC42 <= 0.016289
    PC44 <= -0.04591087
    PC45 <= 0.4309001
    ->  class 2\|2  [0.868]

Rule 18/236: (37.2/5.4, lift 9.7)
    PC1 > -0.1217223
    PC1 <= 8.76875
    PC3 <= -1.062696
    PC8 > -4.616251
    PC8 <= -0.1526319
    PC44 <= 1.428001
    ->  class 2\|2  [0.837]

Rule 18/237: (15.5/2, lift 9.6)
    PC1 <= -0.430681
    PC8 > 0.2031983
    PC8 <= 1.961819
    PC44 <= 0.642051
    PC62 <= -1.319855
    PC72 > 0.7916198
    ->  class 2\|2  [0.831]

Rule 18/238: (3.7, lift 9.5)
    PC8 <= 0.2031983
    PC42 <= 0.016289
    PC44 > -0.04802914
    PC44 <= -0.04591087
    ->  class 2\|2  [0.822]

Rule 18/239: (402.1/121.9, lift 8.0)
    PC1 <= -0.430681
    PC2 <= -1.074925
    PC8 > 0.2031983
    PC8 <= 1.961819
    PC22 <= -0.8746364
    ->  class 2\|2  [0.696]

Rule 18/240: (28.3/8.3, lift 8.0)
    PC2 <= -1.074925
    PC8 > 0.2031983
    PC8 <= 1.961819
    PC15 <= 1.629373
    PC31 > -1.130938
    PC37 > -0.367402
    PC81 <= -0.4748981
    PC89 > -0.1919814
    ->  class 2\|2  [0.693]

Rule 18/241: (1482.7/667.5, lift 6.4)
    PC1 <= -0.430681
    PC2 > -9.307465
    PC2 <= 2.5099
    PC8 > -1.614865
    PC8 <= 0.2031983
    PC29 <= 0.3448451
    ->  class 2\|2  [0.550]

Rule 18/242: (129.5, lift 7.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -1.614865
    PC8 <= -0.2284522
    PC9 <= 5.172433
    PC19 <= 4.460323
    PC49 > 0.1701713
    PC57 > 0.1291126
    PC62 > -1.054749
    PC68 > -1.588338
    ->  class 2\|3  [0.992]

Rule 18/243: (118.2, lift 7.8)
    PC2 <= 2.5099
    PC8 <= -3.4806
    PC11 > -4.669395
    PC18 <= -0.03718393
    PC19 > -3.465786
    PC29 > -0.2315292
    PC46 <= 0.3797458
    PC76 <= 0.1610542
    PC85 <= 0.3264874
    ->  class 2\|3  [0.992]

Rule 18/244: (134.3/0.4, lift 7.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -1.614865
    PC8 <= -0.2284522
    PC9 <= 5.172433
    PC12 <= 5.249692
    PC19 <= 4.460323
    PC23 <= 1.142362
    PC27 > -0.1443672
    PC48 > -0.1402566
    PC57 > 0.1291126
    PC68 > -1.588338
    ->  class 2\|3  [0.990]

Rule 18/245: (205.1/1.7, lift 7.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -1.614865
    PC8 <= 0.2031983
    PC19 <= 4.460323
    PC21 <= 3.312729
    PC23 <= 1.142362
    PC29 > -0.2439684
    PC29 <= 0.3448451
    PC32 > -2.459569
    PC35 > -2.068962
    PC44 > 0.4698507
    PC57 > 0.1291126
    ->  class 2\|3  [0.987]

Rule 18/246: (130/0.7, lift 7.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -1.614865
    PC41 > -2.189048
    PC76 > 0.1610542
    PC80 <= -0.7678832
    PC85 <= 0.3264874
    ->  class 2\|3  [0.987]

Rule 18/247: (53.2, lift 7.8)
    PC1 > -0.430681
    PC8 <= -4.616251
    PC14 > 1.450917
    PC25 > -0.2304425
    ->  class 2\|3  [0.982]

Rule 18/248: (42, lift 7.7)
    PC1 > -0.1217223
    PC2 <= 2.5099
    PC8 <= -4.616251
    PC31 <= -0.1975905
    ->  class 2\|3  [0.977]

Rule 18/249: (40.1, lift 7.7)
    PC1 <= -0.430681
    PC2 > -9.307465
    PC2 <= 2.5099
    PC8 > -1.614865
    PC8 <= 0.2031983
    PC9 <= 5.172433
    PC19 <= 4.460323
    PC57 > 0.1291126
    PC59 > 0.01157433
    ->  class 2\|3  [0.976]

Rule 18/250: (36.3, lift 7.7)
    PC1 <= -0.430681
    PC2 > -9.307465
    PC2 <= 2.5099
    PC8 > -1.614865
    PC8 <= 0.2031983
    PC9 <= 5.172433
    PC12 <= 5.249692
    PC19 <= 4.460323
    PC44 <= 0.4698507
    PC57 > 0.1291126
    PC71 > 0.3503327
    ->  class 2\|3  [0.974]

Rule 18/251: (33.1, lift 7.7)
    PC1 <= -0.430681
    PC8 <= -1.614865
    PC19 > -3.465786
    PC27 > 0.3425756
    PC41 > -2.189048
    PC47 <= -0.3317296
    PC85 <= 0.3264874
    ->  class 2\|3  [0.971]

Rule 18/252: (28.7, lift 7.7)
    PC1 <= -0.430681
    PC8 <= 0.2031983
    PC19 <= -3.465786
    PC94 > 0.9128774
    ->  class 2\|3  [0.967]

Rule 18/253: (22.8, lift 7.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= 0.2031983
    PC12 <= 5.249692
    PC44 <= 0.7777585
    PC55 <= -0.3361908
    PC66 <= 0.1252893
    PC84 > 0.7819417
    ->  class 2\|3  [0.960]

Rule 18/254: (23.8/0.2, lift 7.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= 0.2031983
    PC10 > 0.1249562
    PC19 > -2.840738
    PC44 <= 0.7777585
    PC55 <= -0.3361908
    PC57 <= 0.1291126
    PC66 > 0.1252893
    ->  class 2\|3  [0.955]

Rule 18/255: (49/1.9, lift 7.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -1.614865
    PC8 <= 0.2031983
    PC10 <= 0.1249562
    PC19 <= 3.33329
    PC28 > -0.127678
    PC45 <= 0.01700526
    ->  class 2\|3  [0.943]

Rule 18/256: (42.4/1.6, lift 7.5)
    PC1 > -0.1155022
    PC3 > -1.062696
    PC3 <= 0.09497605
    PC8 > -4.616251
    PC8 <= -0.1526319
    PC16 > -1.706338
    PC19 > -1.661511
    ->  class 2\|3  [0.942]

Rule 18/257: (73.7/4.4, lift 7.4)
    PC2 <= 2.5099
    PC8 > -1.614865
    PC8 <= -0.2284522
    PC21 <= 3.312729
    PC23 <= 1.142362
    PC29 <= 0.3448451
    PC57 > 0.1291126
    PC62 <= -1.054749
    PC71 <= 0.3503327
    ->  class 2\|3  [0.929]

Rule 18/258: (11.5, lift 7.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -1.614865
    PC8 <= 0.2031983
    PC10 <= 0.1249562
    PC100 > 1.1576
    ->  class 2\|3  [0.926]

Rule 18/259: (10.8, lift 7.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -1.614865
    PC8 <= 0.2031983
    PC10 <= 0.1249562
    PC28 > -0.127678
    PC57 <= 0.1291126
    PC66 <= -0.468598
    ->  class 2\|3  [0.921]

Rule 18/260: (9.8, lift 7.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -1.614865
    PC8 <= 0.2031983
    PC12 <= 5.249692
    PC28 > -0.127678
    PC44 > 0.7777585
    PC55 <= -0.3361908
    PC57 <= 0.1291126
    PC71 <= 1.938841
    ->  class 2\|3  [0.916]

Rule 18/261: (216/19.1, lift 7.2)
    PC1 > -4.50992
    PC8 <= -3.4806
    PC26 > 2.609045
    ->  class 2\|3  [0.908]

Rule 18/262: (7.3, lift 7.1)
    PC1 <= -0.430681
    PC2 > -9.307465
    PC2 <= 2.5099
    PC3 <= -1.487155
    PC8 > -1.614865
    PC8 <= 0.2031983
    PC57 <= 0.1291126
    ->  class 2\|3  [0.893]

Rule 18/263: (6.7, lift 7.0)
    PC1 > -0.1217223
    PC8 <= -4.616251
    PC68 <= -1.453569
    ->  class 2\|3  [0.885]

Rule 18/264: (45.8/6.9, lift 6.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -1.614865
    PC8 <= 0.2031983
    PC12 <= 5.249692
    PC26 <= -2.321835
    PC29 > -0.2439684
    ->  class 2\|3  [0.834]

Rule 18/265: (25.7/6.1, lift 5.9)
    PC1 <= -0.430681
    PC8 > -1.614865
    PC8 <= 0.2031983
    PC19 <= -2.840738
    ->  class 2\|3  [0.743]

Rule 18/266: (12026/9505.4, lift 1.7)
    PC2 <= 2.5099
    ->  class 2\|3  [0.210]

Rule 18/267: (227.5, lift 17.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC10 <= 0.2319784
    PC11 <= -4.001685
    ->  class 2\|4  [0.996]

Rule 18/268: (135.7, lift 17.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -1.614865
    PC41 > 0.05114197
    PC58 > 0.8084841
    PC87 > -20.91766
    ->  class 2\|4  [0.992]

Rule 18/269: (177.1/1.9, lift 17.7)
    PC1 <= -0.430681
    PC8 <= -3.4806
    PC26 <= 2.609045
    PC36 <= 0.852675
    PC43 > -0.3418001
    PC46 <= 0.3797458
    PC74 <= 1.005751
    PC85 > 0.5304748
    ->  class 2\|4  [0.984]

Rule 18/270: (48.2, lift 17.6)
    PC1 <= -0.430681
    PC8 <= 0.2031983
    PC19 <= -3.465786
    PC67 <= -0.2118007
    ->  class 2\|4  [0.980]

Rule 18/271: (136.9/1.9, lift 17.6)
    PC1 <= -0.430681
    PC6 <= -0.07773139
    PC8 <= -1.614865
    PC19 <= -3.465786
    PC22 > -1.615833
    PC73 > -0.2823868
    PC94 <= 0.9128774
    ->  class 2\|4  [0.979]

Rule 18/272: (178.4/3.2, lift 17.5)
    PC1 <= -0.430681
    PC8 <= -3.4806
    PC16 <= -0.2348241
    PC19 > -3.465786
    PC26 <= 2.609045
    PC43 > -0.1479226
    PC46 <= 0.3797458
    PC85 > 0.3264874
    PC93 <= 0.3905216
    ->  class 2\|4  [0.977]

Rule 18/273: (96.9/1.3, lift 17.5)
    PC8 <= -3.4806
    PC18 <= -0.03718393
    PC27 <= 0.3425756
    PC42 > -0.5131627
    PC47 <= -0.3317296
    PC76 > 0.1610542
    PC80 > -0.7678832
    PC85 <= 0.3264874
    PC96 <= 0.3547637
    ->  class 2\|4  [0.976]

Rule 18/274: (72.3/0.9, lift 17.5)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC8 <= -4.616251
    PC14 <= 1.450917
    PC31 > -0.1975905
    PC68 > -1.453569
    ->  class 2\|4  [0.974]

Rule 18/275: (32.5, lift 17.4)
    PC1 <= -0.430681
    PC8 > -3.4806
    PC8 <= -1.614865
    PC10 <= 0.2319784
    PC37 <= 1.408006
    PC44 > -0.04591087
    PC80 > 0.6075426
    PC96 <= 1.431211
    ->  class 2\|4  [0.971]

Rule 18/276: (20.9, lift 17.2)
    PC1 <= -4.50992
    PC8 <= -3.4806
    PC46 <= 0.3797458
    ->  class 2\|4  [0.956]

Rule 18/277: (17.9, lift 17.0)
    PC2 <= 2.5099
    PC8 <= -3.4806
    PC29 <= -0.2315292
    PC46 <= 0.3797458
    PC58 <= 0.8084841
    PC74 > -0.8870361
    ->  class 2\|4  [0.949]

Rule 18/278: (14.5, lift 16.9)
    PC8 <= -3.4806
    PC41 <= -2.189048
    PC46 <= 0.3797458
    PC74 > -0.8870361
    PC85 <= 0.3264874
    ->  class 2\|4  [0.939]

Rule 18/279: (11.1, lift 16.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -3.4806
    PC8 <= -1.614865
    PC10 <= 0.2319784
    PC26 <= 2.496181
    PC29 > 0.2775553
    PC96 <= 1.431211
    ->  class 2\|4  [0.924]

Rule 18/280: (9.9, lift 16.4)
    PC1 > -0.1217223
    PC1 <= -0.1155022
    PC3 <= 0.09497605
    ->  class 2\|4  [0.916]

Rule 18/281: (13.5/0.5, lift 16.2)
    PC8 > -3.4806
    PC8 <= -1.614865
    PC9 <= -4.677192
    PC10 > -0.7895166
    ->  class 2\|4  [0.902]

Rule 18/282: (10.5/0.8, lift 15.3)
    PC1 <= -0.430681
    PC8 > -3.4806
    PC8 <= -1.614865
    PC25 <= 0.2350568
    PC37 > 1.408006
    PC96 <= 1.431211
    ->  class 2\|4  [0.855]

Rule 18/283: (180.7/26.7, lift 15.2)
    PC2 <= 2.5099
    PC8 <= -3.4806
    PC18 <= -0.03718393
    PC42 > -0.5131627
    PC46 <= 0.3797458
    PC47 <= -0.3317296
    ->  class 2\|4  [0.849]

Rule 18/284: (3, lift 14.4)
    PC1 <= -0.430681
    PC8 <= -7.522985
    PC85 <= 0.3264874
    ->  class 2\|4  [0.801]

Rule 18/285: (21.3/7.8, lift 11.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -3.4806
    PC8 <= -1.614865
    PC25 <= 0.2350568
    PC45 > 0.4309001
    ->  class 2\|4  [0.622]

Rule 18/286: (41.8/19.8, lift 9.4)
    PC1 > -0.430681
    PC1 <= -0.1217223
    PC2 <= 2.5099
    PC90 > 0.3352827
    ->  class 2\|4  [0.525]

Rule 18/287: (47.4/23.7, lift 9.0)
    PC1 <= -0.430681
    PC2 > -9.307465
    PC2 <= 2.5099
    PC8 > -1.614865
    PC8 <= 0.2031983
    PC29 > 0.3448451
    ->  class 2\|4  [0.500]

Default class: 2\|3

-----  Trial 19:  -----

Rules:

Rule 19/1: (284.1/14.1, lift 14.5)
    PC4 > -8.007588
    PC4 <= 8.437115
    PC8 > -0.07420595
    PC15 > -0.1967635
    PC18 > 2.472916
    PC19 > -0.2428127
    PC25 <= 0.6836072
    PC28 > -1.917248
    PC34 > -1.406481
    PC52 > -2.370584
    PC55 > -0.2019645
    PC68 > -0.48606
    PC79 <= 0.7522961
    PC90 <= 1.212133
    PC97 <= 0.2976566
    ->  class 0\|0  [0.947]

Rule 19/2: (13.7, lift 14.3)
    PC2 > 2.5099
    PC14 > 0.3069146
    PC18 > -0.3695138
    PC18 <= 1.10851
    PC44 > 2.092405
    PC86 <= 4.013646
    ->  class 0\|0  [0.936]

Rule 19/3: (11, lift 14.1)
    PC2 > 2.5099
    PC13 <= 6.92457
    PC18 > -0.3695138
    PC30 <= 4.336929
    PC36 <= 3.90628
    PC58 <= -6.758901
    PC86 <= 4.013646
    ->  class 0\|0  [0.923]

Rule 19/4: (7.6, lift 13.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 <= -1.863183
    PC18 > -1.148188
    PC18 <= -0.3695138
    ->  class 0\|0  [0.896]

Rule 19/5: (11.9/0.5, lift 13.6)
    PC8 > -0.1069657
    PC13 > 6.92457
    PC31 > 0.1783828
    PC60 > 0.5621427
    ->  class 0\|0  [0.892]

Rule 19/6: (33.1/6.1, lift 12.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC5 <= 2.528035
    PC13 <= 1.698335
    PC14 > 0.3069146
    PC18 > 0.7072623
    PC18 <= 1.10851
    PC88 <= -0.04104521
    ->  class 0\|0  [0.798]

Rule 19/7: (20.6/3.8, lift 12.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 6.92457
    PC14 > 0.3069146
    PC18 > -0.3695138
    PC18 <= 1.10851
    PC90 <= -0.68511
    ->  class 0\|0  [0.788]

Rule 19/8: (17.1/3, lift 12.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC5 > 2.528035
    PC18 > -0.3695138
    PC30 <= 4.336929
    PC36 <= 3.90628
    PC86 > 1.811331
    PC86 <= 4.013646
    ->  class 0\|0  [0.788]

Rule 19/9: (19.5/8.5, lift 8.5)
    PC1 > -0.430681
    PC1 <= 13.61654
    PC2 <= 2.5099
    PC3 <= 0.253746
    PC9 <= 0.3598154
    PC19 > -1.661511
    PC20 > 0.2690985
    ->  class 0\|0  [0.560]

Rule 19/10: (2061.9/941.4, lift 8.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC5 <= 2.528035
    PC13 <= 6.92457
    PC18 > 1.10851
    PC36 <= 3.90628
    PC43 <= 1.764309
    ->  class 0\|0  [0.543]

Rule 19/11: (130.2, lift 12.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC5 <= 2.528035
    PC13 <= 1.698335
    PC14 > 0.3069146
    PC18 > -0.3695138
    PC18 <= 0.7072623
    PC44 <= 2.092405
    PC51 <= 0.4635233
    PC90 > -0.68511
    ->  class 0\|1  [0.992]

Rule 19/12: (73.3, lift 12.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 1.698335
    PC14 <= -0.09498027
    PC16 <= 0.332898
    PC18 > -0.3695138
    PC18 <= 1.10851
    PC43 <= 0.5380853
    PC79 <= 0.1666094
    PC90 > -1.91949
    PC91 <= 1.076508
    ->  class 0\|1  [0.987]

Rule 19/13: (77.9, lift 12.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC5 <= 2.528035
    PC13 <= 6.92457
    PC14 > 0.3069146
    PC18 > -0.3695138
    PC18 <= 1.10851
    PC88 > -0.04104521
    PC90 > -0.68511
    ->  class 0\|1  [0.987]

Rule 19/14: (66.7, lift 12.6)
    PC11 <= 0.00305635
    PC13 <= 6.92457
    PC15 > -0.1967635
    PC18 > 1.10851
    PC21 <= 0.4994113
    PC43 <= 1.764309
    PC61 <= 0.163196
    PC79 > 0.7522961
    PC97 > -0.4462853
    ->  class 0\|1  [0.985]

Rule 19/15: (62.1, lift 12.6)
    PC5 <= 2.528035
    PC8 <= -0.07420595
    PC13 <= 6.92457
    PC18 > 1.10851
    PC19 > -0.2428127
    PC21 <= 0.4994113
    PC25 > -0.1166561
    PC34 > -2.092957
    PC52 > -2.370584
    PC81 <= 0.9154884
    PC90 <= 1.212133
    ->  class 0\|1  [0.984]

Rule 19/16: (62, lift 12.6)
    PC5 > 2.528035
    PC30 > 4.336929
    PC36 <= 3.90628
    PC43 <= 1.764309
    ->  class 0\|1  [0.984]

Rule 19/17: (52.2, lift 12.5)
    PC2 > 2.5099
    PC3 > -1.953879
    PC3 <= 1.640775
    PC6 > -1.863183
    PC18 > -1.148188
    PC18 <= -0.3695138
    PC68 > 0.2299947
    ->  class 0\|1  [0.982]

Rule 19/18: (142.8/1.7, lift 12.5)
    PC3 <= 1.640775
    PC13 <= 6.92457
    PC18 > 1.10851
    PC18 <= 2.472916
    PC21 <= 0.4994113
    PC25 > -0.1166561
    PC36 <= 3.90628
    PC43 <= 1.764309
    PC96 <= -0.1322042
    ->  class 0\|1  [0.982]

Rule 19/19: (51.4, lift 12.5)
    PC2 > 3.073464
    PC3 > -1.953879
    PC3 <= 1.640775
    PC6 > -1.863183
    PC18 > -1.148188
    PC18 <= -0.3695138
    PC41 > 0.1782275
    ->  class 0\|1  [0.981]

Rule 19/20: (90.4/1.2, lift 12.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC5 <= 2.528035
    PC14 <= 0.3069146
    PC18 > -0.3695138
    PC18 <= 1.10851
    PC43 <= 0.5380853
    PC59 > 0.1041885
    PC90 > -1.91949
    ->  class 0\|1  [0.977]

Rule 19/21: (67.7/1, lift 12.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 > -1.863183
    PC8 > 0.1115942
    PC18 > -1.148188
    PC18 <= -0.3695138
    PC67 > -0.05978117
    ->  class 0\|1  [0.972]

Rule 19/22: (29.7, lift 12.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 6.92457
    PC18 > -0.3695138
    PC21 <= 0.4994113
    PC36 <= 3.90628
    PC72 <= -1.398586
    PC80 <= 1.100149
    ->  class 0\|1  [0.967]

Rule 19/23: (28.1, lift 12.3)
    PC5 <= 2.528035
    PC18 > -0.3695138
    PC25 > -0.1166561
    PC28 <= -1.917248
    PC36 <= 3.90628
    PC52 > -2.370584
    PC61 <= 0.163196
    ->  class 0\|1  [0.967]

Rule 19/24: (85.4/2.4, lift 12.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC14 <= 0.3069146
    PC18 > -0.3695138
    PC18 <= 1.10851
    PC39 <= 0.6803116
    PC43 <= 1.764309
    PC71 <= 0.1085945
    PC79 <= 0.1666094
    PC90 > -1.91949
    PC91 <= 1.076508
    ->  class 0\|1  [0.961]

Rule 19/25: (23.6, lift 12.3)
    PC2 > 2.5099
    PC5 <= 2.528035
    PC18 > 1.10851
    PC36 <= 3.90628
    PC80 <= 1.100149
    PC82 <= -1.125051
    PC90 <= 1.212133
    ->  class 0\|1  [0.961]

Rule 19/26: (22.6, lift 12.2)
    PC2 > 2.5099
    PC3 > -1.953879
    PC3 <= 1.640775
    PC18 > -1.148188
    PC18 <= -0.3695138
    PC94 > 0.5865027
    ->  class 0\|1  [0.959]

Rule 19/27: (102.6/3.3, lift 12.2)
    PC5 <= 2.528035
    PC15 <= -0.1967635
    PC18 > 1.10851
    PC21 <= 0.4994113
    PC30 > -0.3216769
    PC61 > -0.735541
    PC80 <= 1.100149
    PC90 <= 1.212133
    ->  class 0\|1  [0.959]

Rule 19/28: (47.6/1.2, lift 12.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC5 <= 2.528035
    PC13 <= 6.92457
    PC15 > -0.1967635
    PC18 > -0.3695138
    PC19 <= -0.02621727
    PC21 <= 0.4994113
    PC25 > -0.1166561
    PC25 <= 0.6836072
    PC55 <= -0.2019645
    PC61 <= 0.163196
    PC79 <= 0.7522961
    PC90 <= 1.212133
    ->  class 0\|1  [0.956]

Rule 19/29: (18.9, lift 12.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC5 <= 2.528035
    PC15 > 0.9727972
    PC25 <= 0.6836072
    PC46 <= -0.1705369
    PC61 <= 0.163196
    PC97 > 0.2976566
    ->  class 0\|1  [0.952]

Rule 19/30: (20.9/0.1, lift 12.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 <= 8.437115
    PC13 <= 6.92457
    PC15 > -0.1967635
    PC18 > -0.3695138
    PC25 <= 0.6836072
    PC79 <= 0.7522961
    PC81 > 0.9154884
    ->  class 0\|1  [0.951]

Rule 19/31: (63.7/2.3, lift 12.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 <= 8.437115
    PC5 <= 2.528035
    PC18 > 1.10851
    PC34 > -2.092957
    PC43 <= 1.764309
    PC46 > -0.1705369
    PC61 <= 0.163196
    PC63 > -0.3155797
    PC79 <= 0.7522961
    PC90 <= 0.0656462
    PC97 > 0.2976566
    ->  class 0\|1  [0.950]

Rule 19/32: (60/2.4, lift 12.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC5 <= 2.528035
    PC13 <= 6.92457
    PC15 > -0.1967635
    PC18 > -0.3695138
    PC34 > -2.092957
    PC52 <= -2.370584
    PC80 <= 1.100149
    ->  class 0\|1  [0.945]

Rule 19/33: (289.3/16, lift 12.0)
    PC4 <= -8.007588
    PC7 <= -0.1168257
    PC18 > 1.10851
    PC38 > -1.003829
    PC43 <= 1.764309
    PC47 <= 0.8266706
    PC80 <= 1.100149
    PC97 > -0.5762595
    ->  class 0\|1  [0.942]

Rule 19/34: (15.3, lift 12.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC5 <= 2.528035
    PC13 <= 6.92457
    PC18 > -0.3695138
    PC43 <= 1.764309
    PC61 > 0.1513763
    PC61 <= 0.163196
    ->  class 0\|1  [0.942]

Rule 19/35: (50.3/2.5, lift 11.9)
    PC8 > -0.1069657
    PC13 > 6.92457
    PC31 <= 0.1783828
    PC37 > -0.2538081
    PC42 <= 0.09107997
    PC60 > 0.5621427
    ->  class 0\|1  [0.933]

Rule 19/36: (110.4/7.6, lift 11.8)
    PC5 <= 2.528035
    PC13 <= 6.92457
    PC18 > 1.10851
    PC21 <= 0.4994113
    PC80 <= 1.100149
    PC90 > 1.212133
    ->  class 0\|1  [0.924]

Rule 19/37: (10.6, lift 11.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC5 <= 2.528035
    PC13 <= 6.92457
    PC18 > -0.3695138
    PC19 > -0.2428127
    PC61 <= 0.163196
    PC68 <= -0.48606
    PC79 <= 0.7522961
    PC96 <= -0.1322042
    ->  class 0\|1  [0.920]

Rule 19/38: (11.5/0.6, lift 11.3)
    PC2 > 3.073464
    PC3 > -1.953879
    PC3 <= 1.640775
    PC8 <= 0.1115942
    PC18 > -1.148188
    PC18 <= -0.3695138
    PC32 > 0.03384475
    ->  class 0\|1  [0.885]

Rule 19/39: (34.4/3.3, lift 11.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 > -8.007588
    PC13 <= 6.92457
    PC15 > -0.1967635
    PC19 <= -0.2428127
    PC61 <= 0.163196
    PC79 <= 0.7522961
    PC81 <= 0.9154884
    PC97 <= 0.2976566
    ->  class 0\|1  [0.882]

Rule 19/40: (106.5/15.7, lift 10.8)
    PC3 <= 1.640775
    PC4 > -8.007588
    PC5 <= 2.528035
    PC13 <= 6.92457
    PC18 > 1.10851
    PC25 > 0.6836072
    PC34 > -2.092957
    PC43 <= 1.764309
    ->  class 0\|1  [0.846]

Rule 19/41: (23.9/3.4, lift 10.6)
    PC8 > -0.07420595
    PC13 <= 6.92457
    PC15 > -0.1967635
    PC18 > 1.10851
    PC21 <= 0.4994113
    PC25 > -0.1166561
    PC34 <= -1.406481
    PC43 <= 1.764309
    PC79 <= 0.7522961
    ->  class 0\|1  [0.831]

Rule 19/42: (3.6, lift 10.5)
    PC13 > 6.92457
    PC80 > 2.795585
    ->  class 0\|1  [0.820]

Rule 19/43: (70.1/12.3, lift 10.4)
    PC5 <= 2.528035
    PC13 <= 6.92457
    PC18 > 1.10851
    PC21 <= 0.4994113
    PC34 <= -2.092957
    ->  class 0\|1  [0.816]

Rule 19/44: (4.6/0.6, lift 9.6)
    PC10 <= -5.034541
    PC11 <= -0.007933413
    PC18 <= -0.3695138
    ->  class 0\|1  [0.753]

Rule 19/45: (3.8/0.5, lift 9.5)
    PC29 <= -7.177152
    PC43 > -1.939943
    PC73 > 2.287993
    ->  class 0\|1  [0.743]

Rule 19/46: (54.3/15, lift 9.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 <= -0.3695138
    PC43 <= -1.939943
    PC68 > -0.03808718
    ->  class 0\|1  [0.715]

Rule 19/47: (56.3, lift 9.8)
    PC4 > 9.330827
    PC18 <= -1.148188
    PC78 <= 2.983765
    ->  class 0\|2  [0.983]

Rule 19/48: (29.9, lift 9.7)
    PC10 <= -4.748759
    PC18 <= -0.3695138
    PC20 <= -3.808707
    PC74 <= 4.941581
    ->  class 0\|2  [0.969]

Rule 19/49: (20.5/0.9, lift 9.1)
    PC2 > 2.5099
    PC5 <= 2.528035
    PC12 <= 0.09670471
    PC18 > 1.10851
    PC21 > 0.4994113
    ->  class 0\|2  [0.914]

Rule 19/50: (5.5, lift 8.7)
    PC2 > 2.5099
    PC14 <= -0.6394113
    PC20 > -3.808707
    PC39 > 5.480531
    ->  class 0\|2  [0.867]

Rule 19/51: (123.8/46.5, lift 6.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -0.3695138
    PC43 > 1.764309
    ->  class 0\|2  [0.622]

Rule 19/52: (7759.6/5762.1, lift 2.6)
    PC2 > 2.5099
    ->  class 0\|2  [0.257]

Rule 19/53: (124.8, lift 10.8)
    PC2 > 2.5099
    PC3 > -4.872941
    PC3 <= 1.640775
    PC4 <= 9.330827
    PC10 > -5.034541
    PC18 <= -1.148188
    PC27 > -5.077139
    PC52 > -1.935255
    PC68 <= -0.5039592
    PC90 > -0.5411536
    PC96 > -0.7079461
    ->  class 0\|3  [0.992]

Rule 19/54: (125.7, lift 10.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC5 <= 2.383095
    PC10 > -5.034541
    PC13 <= 4.742931
    PC16 <= 0.3895364
    PC18 <= -1.148188
    PC32 > -1.429979
    PC37 > -0.8264961
    PC42 <= 1.330149
    PC46 > -1.243928
    PC77 <= 0.1301048
    PC89 > 0.0205617
    PC90 > -1.008024
    ->  class 0\|3  [0.992]

Rule 19/55: (143.7/0.4, lift 10.8)
    PC3 <= 1.640775
    PC4 <= 9.330827
    PC10 > -5.034541
    PC14 <= -0.6394113
    PC18 <= -1.148188
    PC20 > -3.808707
    PC39 <= 5.480531
    PC43 > -1.939943
    PC74 <= 4.941581
    ->  class 0\|3  [0.990]

Rule 19/56: (98.5, lift 10.8)
    PC4 > -8.261679
    PC5 <= 2.383095
    PC6 > -0.8755581
    PC10 > -5.034541
    PC18 <= -1.148188
    PC32 <= 2.27024
    PC78 <= 2.983765
    PC93 > 0.9769168
    PC97 > -0.5179265
    ->  class 0\|3  [0.990]

Rule 19/57: (81.1, lift 10.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC5 <= 2.383095
    PC10 > -5.034541
    PC18 <= -1.148188
    PC52 > -1.935255
    PC77 <= 0.1301048
    PC90 > -1.008024
    PC94 <= -0.5719701
    PC97 > -0.5179265
    ->  class 0\|3  [0.988]

Rule 19/58: (79, lift 10.8)
    PC3 > -4.872941
    PC4 > -8.261679
    PC5 <= 2.383095
    PC6 > -0.8755581
    PC10 > -5.034541
    PC18 <= -1.148188
    PC28 > -1.436036
    PC32 <= 2.27024
    PC42 <= -0.9596388
    PC57 <= 1.570043
    PC60 > -0.7789218
    PC63 <= 1.031669
    PC94 > -0.5719701
    ->  class 0\|3  [0.987]

Rule 19/59: (70.3/0.1, lift 10.7)
    PC4 > -8.261679
    PC4 <= 9.330827
    PC5 > -0.9959361
    PC6 > -0.8755581
    PC14 > -0.6394113
    PC18 <= -1.148188
    PC32 <= 2.27024
    PC37 > -0.8264961
    PC43 > -1.939943
    PC46 > -1.243928
    PC54 > -1.409464
    PC59 > 1.036148
    PC60 > -0.7789218
    PC68 > -0.5039592
    PC90 > -1.008024
    ->  class 0\|3  [0.984]

Rule 19/60: (61.6, lift 10.7)
    PC2 > 2.5099
    PC5 <= 2.383095
    PC6 > -0.8755581
    PC10 > -5.034541
    PC18 <= -0.3695138
    PC42 > 1.330149
    PC90 > -1.008024
    PC97 > -0.5179265
    PC99 > -0.5909389
    ->  class 0\|3  [0.984]

Rule 19/61: (59.1, lift 10.7)
    PC3 <= 1.640775
    PC18 <= -0.3695138
    PC27 > -5.077139
    PC32 <= 2.27024
    PC38 > -0.42844
    PC43 > -1.939943
    PC60 > -0.7789218
    PC81 <= -1.852001
    PC90 > -1.008024
    ->  class 0\|3  [0.983]

Rule 19/62: (53, lift 10.7)
    PC6 > -0.8755581
    PC18 <= -1.148188
    PC32 <= 2.27024
    PC51 > 0.5818322
    PC63 <= 1.031669
    PC89 > 0.0205617
    PC99 > -0.5909389
    ->  class 0\|3  [0.982]

Rule 19/63: (75.7/0.5, lift 10.7)
    PC4 > -8.261679
    PC5 <= 2.383095
    PC6 > -0.8755581
    PC18 <= -1.148188
    PC32 > -1.429979
    PC40 <= 1.348223
    PC52 > -1.935255
    PC54 > -1.409464
    PC57 <= 1.570043
    PC60 > -0.7789218
    PC66 <= -1.253721
    PC90 > -0.5411536
    PC97 > -0.5179265
    ->  class 0\|3  [0.981]

Rule 19/64: (73.9/0.8, lift 10.7)
    PC2 > 2.5099
    PC3 > -4.872941
    PC4 > -8.261679
    PC4 <= 9.330827
    PC5 <= 2.383095
    PC18 <= -1.148188
    PC52 <= -1.935255
    PC77 <= 0.1301048
    PC93 <= 0.9769168
    ->  class 0\|3  [0.977]

Rule 19/65: (95.9/1.3, lift 10.7)
    PC2 > 2.5099
    PC3 > -4.551761
    PC4 > -8.261679
    PC4 <= 9.330827
    PC14 > -0.6394113
    PC18 <= -1.148188
    PC37 > -0.8264961
    PC38 <= -0.42844
    PC51 > -1.025766
    PC77 <= 0.1301048
    PC90 > -1.008024
    PC97 > -0.5179265
    ->  class 0\|3  [0.977]

Rule 19/66: (41.6, lift 10.7)
    PC2 <= 2.885948
    PC3 <= 1.640775
    PC5 > -0.9959361
    PC6 > -0.8755581
    PC14 > -0.6394113
    PC16 > 0.3895364
    PC18 <= -0.3695138
    PC41 <= 0.2012752
    PC43 > -1.939943
    ->  class 0\|3  [0.977]

Rule 19/67: (80.3/1, lift 10.7)
    PC3 <= 1.640775
    PC4 > -8.261679
    PC16 > -0.1674418
    PC18 <= -1.148188
    PC27 > -5.077139
    PC40 <= 1.348223
    PC50 <= -0.449197
    PC51 > -1.025766
    PC63 > -0.9932417
    PC77 <= 0.1301048
    ->  class 0\|3  [0.976]

Rule 19/68: (40, lift 10.7)
    PC2 > 2.5099
    PC3 <= -1.953879
    PC16 > 0.7207467
    PC18 > -1.148188
    PC18 <= -0.3695138
    PC27 <= 1.986311
    PC51 > 0.7906827
    ->  class 0\|3  [0.976]

Rule 19/69: (38.4, lift 10.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 <= 9.330827
    PC10 > -5.034541
    PC14 > -0.6394113
    PC18 <= -1.148188
    PC43 > 1.773609
    PC74 <= 4.941581
    ->  class 0\|3  [0.975]

Rule 19/70: (36.8, lift 10.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 <= -0.3695138
    PC26 <= -2.09578
    PC43 > -1.939943
    ->  class 0\|3  [0.974]

Rule 19/71: (232.9/6.6, lift 10.6)
    PC4 <= 9.330827
    PC5 > -0.9959361
    PC10 > -4.748759
    PC16 <= 0.7768212
    PC18 <= -1.148188
    PC20 <= -3.808707
    PC78 <= 2.983765
    ->  class 0\|3  [0.968]

Rule 19/72: (249.5/8.4, lift 10.5)
    PC4 <= 9.330827
    PC10 > -5.034541
    PC13 > -1.377014
    PC16 > 0.3859748
    PC18 <= -1.148188
    PC28 > -1.436036
    PC32 > -1.429979
    PC32 <= 0.9723492
    PC37 > -0.8264961
    PC38 > -0.42844
    PC40 > -1.314259
    PC63 > -0.9932417
    PC71 > -0.7841926
    PC75 > -0.4337327
    PC88 > -0.4529832
    PC89 <= 0.0205617
    PC90 > -0.5411536
    PC97 > -0.5179265
    PC99 > -0.5909389
    ->  class 0\|3  [0.963]

Rule 19/73: (339/12.8, lift 10.5)
    PC4 <= 9.330827
    PC6 > -0.8755581
    PC7 > -0.5039223
    PC10 > -5.034541
    PC11 <= 0.3076571
    PC18 <= -1.148188
    PC27 > -5.077139
    PC32 > -1.429979
    PC60 > -0.3822189
    PC97 <= -0.5179265
    ->  class 0\|3  [0.960]

Rule 19/74: (178.4/6.3, lift 10.5)
    PC2 > 2.5099
    PC16 > -0.1674418
    PC18 <= -0.3695138
    PC21 > 0.1094856
    PC28 > -1.436036
    PC32 <= 0.9723492
    PC52 > -1.935255
    PC57 <= 1.570043
    PC63 > -0.9932417
    PC63 <= 1.031669
    PC77 <= 0.1301048
    PC90 > -0.5411536
    PC99 > -0.5909389
    ->  class 0\|3  [0.960]

Rule 19/75: (35.3/0.7, lift 10.4)
    PC18 > -0.3695138
    PC29 <= 5.080713
    PC36 > 3.90628
    ->  class 0\|3  [0.953]

Rule 19/76: (18.8, lift 10.4)
    PC13 > 6.92457
    PC36 > 1.476349
    PC43 <= 1.764309
    ->  class 0\|3  [0.952]

Rule 19/77: (88/3.8, lift 10.3)
    PC3 <= -1.953879
    PC18 <= -0.3695138
    PC20 <= -4.323125
    ->  class 0\|3  [0.947]

Rule 19/78: (23.7/0.5, lift 10.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 > -0.8755581
    PC18 <= -0.3695138
    PC32 <= -1.429979
    PC91 <= -1.127419
    ->  class 0\|3  [0.942]

Rule 19/79: (36.9/2, lift 10.1)
    PC3 <= 1.640775
    PC18 <= -1.148188
    PC43 <= -1.939943
    PC68 <= -0.03808718
    ->  class 0\|3  [0.923]

Rule 19/80: (30/1.6, lift 10.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC15 <= -1.210525
    PC18 > -1.148188
    PC18 <= -0.3695138
    ->  class 0\|3  [0.918]

Rule 19/81: (145.4/12.6, lift 9.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC36 <= 3.90628
    PC43 > 1.764309
    PC80 <= -0.002862248
    PC86 <= 4.013646
    ->  class 0\|3  [0.908]

Rule 19/82: (8.6, lift 9.9)
    PC2 > 2.5099
    PC3 <= -1.953879
    PC6 > -0.1252075
    PC8 <= 0.1115942
    PC15 > -1.210525
    PC18 <= -0.3695138
    ->  class 0\|3  [0.906]

Rule 19/83: (41/3.3, lift 9.8)
    PC8 <= 0.1115942
    PC18 > -1.148188
    PC18 <= -0.3695138
    PC27 > 1.986311
    ->  class 0\|3  [0.900]

Rule 19/84: (5.7, lift 9.5)
    PC18 > -1.148188
    PC18 <= -0.3695138
    PC28 > 3.778366
    ->  class 0\|3  [0.869]

Rule 19/85: (3.2, lift 8.8)
    PC2 > 2.5099
    PC21 <= -2.425072
    ->  class 0\|3  [0.809]

Rule 19/86: (31.6/7.6, lift 8.1)
    PC2 > 2.5099
    PC18 > -0.3695138
    PC86 > 4.013646
    ->  class 0\|3  [0.743]

Rule 19/87: (72.6/22.6, lift 7.5)
    PC13 > 6.92457
    PC43 <= 1.764309
    PC60 <= 0.5621427
    PC65 > -0.3572652
    ->  class 0\|3  [0.683]

Rule 19/88: (37.6/11.7, lift 7.4)
    PC10 <= -5.034541
    PC18 <= -1.148188
    PC45 > -0.1716907
    ->  class 0\|3  [0.680]

Rule 19/89: (90.2, lift 22.0)
    PC2 > 2.5099
    PC3 > 1.640775
    PC8 > -3.620445
    PC12 <= -0.07186928
    PC22 > 0.1252682
    PC33 > -0.5413352
    PC47 > -0.295758
    PC77 <= 0.7041603
    PC98 <= -0.2866747
    ->  class 1\|0  [0.989]

Rule 19/90: (59, lift 21.9)
    PC2 > 2.5099
    PC3 > 1.640775
    PC8 > -3.620445
    PC9 <= -0.8741135
    PC21 > -0.17899
    PC22 > 0.1252682
    PC47 > -0.295758
    PC77 <= 0.7041603
    PC86 <= 0.5722935
    ->  class 1\|0  [0.983]

Rule 19/91: (22.9, lift 21.4)
    PC2 > 2.5099
    PC3 > 1.640775
    PC12 <= -0.07186928
    PC16 <= 0.9959877
    PC46 <= 2.015844
    PC50 > -0.2178361
    PC86 <= 0.5722935
    PC93 > 0.68998
    ->  class 1\|0  [0.960]

Rule 19/92: (28.7/0.9, lift 20.9)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC7 > 0.1688254
    PC9 > 0.3598154
    PC10 <= -0.3798193
    ->  class 1\|0  [0.940]

Rule 19/93: (15.5, lift 20.9)
    PC3 > 1.640775
    PC12 <= -0.07186928
    PC16 <= 0.9959877
    PC21 > -0.17899
    PC22 > 0.1252682
    PC46 <= 2.015844
    PC50 > -0.2178361
    PC86 <= 0.5722935
    PC91 <= -0.1548275
    ->  class 1\|0  [0.938]

Rule 19/94: (11.4, lift 20.6)
    PC1 > -0.430681
    PC9 > 0.3598154
    PC10 <= -0.3798193
    PC26 > 0.71023
    ->  class 1\|0  [0.925]

Rule 19/95: (10.7, lift 20.5)
    PC2 > 2.5099
    PC3 > 1.640775
    PC5 > 6.42255
    PC12 <= -0.07186928
    PC21 > -0.17899
    PC85 > -0.1698294
    ->  class 1\|0  [0.921]

Rule 19/96: (13.2/0.3, lift 20.4)
    PC2 <= 2.5099
    PC3 > 0.253746
    PC4 > 0.9132453
    PC99 <= -0.322919
    ->  class 1\|0  [0.918]

Rule 19/97: (16.1/0.7, lift 20.2)
    PC1 > -0.430681
    PC16 <= -2.618455
    PC68 <= -1.841606
    ->  class 1\|0  [0.907]

Rule 19/98: (29.9/2.5, lift 19.8)
    PC2 > 2.5099
    PC3 > 1.640775
    PC8 > -3.620445
    PC12 <= -0.07186928
    PC21 > -0.17899
    PC70 > 1.356184
    PC86 <= 0.5722935
    ->  class 1\|0  [0.890]

Rule 19/99: (162.1/19.2, lift 19.5)
    PC2 > 2.5099
    PC3 > 1.640775
    PC8 > -3.620445
    PC12 <= -0.07186928
    PC22 > 0.1252682
    PC33 > -0.5413352
    PC43 > -0.8520934
    PC47 > -0.295758
    PC77 <= 0.7041603
    PC85 <= -0.1698294
    ->  class 1\|0  [0.877]

Rule 19/100: (5.9, lift 19.4)
    PC1 > -0.430681
    PC2 <= -2.747247
    PC9 > 0.3598154
    PC16 > 3.385889
    ->  class 1\|0  [0.873]

Rule 19/101: (5.4, lift 19.3)
    PC1 > 13.61654
    PC3 <= 0.253746
    PC50 > 0.5827398
    ->  class 1\|0  [0.865]

Rule 19/102: (52.3/7.6, lift 18.7)
    PC1 > -0.430681
    PC4 > -1.68035
    PC9 > 0.3598154
    PC10 > -0.3798193
    PC11 <= 1.243502
    PC16 <= 3.385889
    PC21 > -1.163207
    PC68 > -1.841606
    PC78 <= 0.5665084
    PC93 > 0.4460569
    ->  class 1\|0  [0.842]

Rule 19/103: (1103.7/545.6, lift 11.3)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC9 > 0.3598154
    PC10 > -0.3798193
    PC16 <= 3.385889
    PC68 > -1.841606
    ->  class 1\|0  [0.506]

Rule 19/104: (199.3/0.6, lift 16.7)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC4 > -1.68035
    PC9 > 0.3598154
    PC10 > -0.3798193
    PC11 <= 1.243502
    PC15 > -3.589494
    PC18 <= 0.1633198
    PC19 <= 2.700375
    PC21 <= 0.5629612
    PC27 <= 0.3837088
    PC45 <= 0.417831
    PC49 > -0.7740967
    PC78 > -0.2361909
    PC78 <= 0.5665084
    PC90 > -0.1306018
    PC93 <= 0.4460569
    PC94 > -0.1939822
    PC95 > -0.6172966
    PC99 > -1.081156
    PC99 <= 1.56498
    ->  class 1\|1  [0.992]

Rule 19/105: (97.7, lift 16.7)
    PC2 <= 2.5099
    PC4 > 0.9132453
    PC9 <= 0.3598154
    PC99 > -0.322919
    ->  class 1\|1  [0.990]

Rule 19/106: (143.8/1.3, lift 16.6)
    PC2 > 2.5099
    PC8 <= -3.620445
    PC16 <= 0.9959877
    PC50 > -0.2178361
    ->  class 1\|1  [0.984]

Rule 19/107: (56.9, lift 16.6)
    PC1 > 13.61654
    PC3 <= 0.253746
    PC9 <= 0.3598154
    PC19 > -1.661511
    PC50 <= 0.5827398
    ->  class 1\|1  [0.983]

Rule 19/108: (26.4, lift 16.3)
    PC2 <= 2.5099
    PC9 > 0.3598154
    PC16 <= 3.385889
    PC20 <= -0.8842227
    PC21 <= -0.755381
    ->  class 1\|1  [0.965]

Rule 19/109: (69.5/1.5, lift 16.2)
    PC2 <= 2.5099
    PC4 <= -1.68035
    PC9 > 0.3598154
    PC26 > -0.4998997
    PC46 > 0.09251482
    ->  class 1\|1  [0.964]

Rule 19/110: (50.6/1.3, lift 16.1)
    PC1 > -0.430681
    PC9 > 0.3598154
    PC11 > 1.243502
    PC16 <= 3.385889
    PC47 <= 0.4322866
    PC78 <= 0.5665084
    ->  class 1\|1  [0.955]

Rule 19/111: (19.1, lift 16.0)
    PC1 > -0.430681
    PC9 > 0.3598154
    PC11 <= 1.243502
    PC16 <= 3.385889
    PC21 <= -1.163207
    PC68 > -1.841606
    PC78 <= 0.5665084
    ->  class 1\|1  [0.953]

Rule 19/112: (8.6, lift 15.3)
    PC1 > -0.430681
    PC3 <= 0.253746
    PC9 <= 0.3598154
    PC11 <= 1.930692
    PC12 <= 0.7567332
    PC19 <= -1.661511
    ->  class 1\|1  [0.906]

Rule 19/113: (7, lift 15.0)
    PC1 <= -0.430681
    PC2 > -0.9597889
    PC2 <= 2.5099
    PC8 > -0.6680527
    PC8 <= 1.582128
    PC37 > 1.037153
    ->  class 1\|1  [0.889]

Rule 19/114: (83.3/9.1, lift 14.9)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > 0.253746
    PC18 > 0.2253995
    PC39 > 0.02195455
    ->  class 1\|1  [0.882]

Rule 19/115: (42.6/4.4, lift 14.8)
    PC3 > 1.640775
    PC16 <= 0.9959877
    PC22 > 1.221652
    PC50 <= -0.2178361
    ->  class 1\|1  [0.879]

Rule 19/116: (24.2/3, lift 14.3)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 <= 0.253746
    PC8 > -5.188481
    PC12 <= 0.7567332
    PC95 > 0.575142
    ->  class 1\|1  [0.848]

Rule 19/117: (35.3/13.2, lift 10.4)
    PC6 <= -3.131424
    PC12 <= 0.7567332
    PC19 <= -1.661511
    ->  class 1\|1  [0.619]

Rule 19/118: (106.8/50.1, lift 8.9)
    PC2 > 2.5099
    PC3 > 1.640775
    PC58 <= -0.9120947
    ->  class 1\|1  [0.530]

Rule 19/119: (1155.2/631.9, lift 7.6)
    PC2 > 2.5099
    PC3 > 1.640775
    ->  class 1\|1  [0.453]

Rule 19/120: (164.5, lift 16.4)
    PC2 <= 2.5099
    PC3 > 0.253746
    PC9 <= 0.3598154
    PC18 <= 0.2253995
    PC23 > -2.405399
    PC27 <= -0.3541035
    ->  class 1\|2  [0.994]

Rule 19/121: (160.2, lift 16.4)
    PC2 > 2.5099
    PC6 <= -3.673249
    PC15 > -1.599951
    PC16 > 0.9959877
    PC53 > -0.5816588
    PC58 > -0.9120947
    ->  class 1\|2  [0.994]

Rule 19/122: (93.8, lift 16.3)
    PC3 > 9.796835
    PC16 > 0.9959877
    ->  class 1\|2  [0.990]

Rule 19/123: (72.5, lift 16.2)
    PC2 <= 2.5099
    PC4 <= -1.68035
    PC10 > -0.3798193
    PC46 <= 0.09251482
    ->  class 1\|2  [0.987]

Rule 19/124: (71.4, lift 16.2)
    PC2 <= 2.5099
    PC3 > 0.253746
    PC4 > -1.636041
    PC4 <= 0.9132453
    PC9 <= 0.3598154
    PC18 <= 0.2253995
    PC46 > 0.4973331
    PC69 > -0.04126641
    PC83 > -0.7460348
    PC97 > -2.01934
    ->  class 1\|2  [0.986]

Rule 19/125: (61.7, lift 16.2)
    PC3 > 0.253746
    PC9 <= 0.3598154
    PC77 > 1.366593
    PC83 > -0.7460348
    ->  class 1\|2  [0.984]

Rule 19/126: (58.8, lift 16.2)
    PC1 > -0.430681
    PC10 > -0.3798193
    PC13 <= -0.1366728
    PC16 > -2.618455
    PC16 <= 3.385889
    PC68 <= -1.841606
    ->  class 1\|2  [0.984]

Rule 19/127: (55.3, lift 16.2)
    PC2 <= 2.5099
    PC3 > 5.136715
    PC9 > 0.3598154
    PC16 > 3.385889
    ->  class 1\|2  [0.983]

Rule 19/128: (143.4/1.8, lift 16.1)
    PC1 > -0.430681
    PC3 <= 0.253746
    PC6 > -3.131424
    PC8 > -5.188481
    PC11 > 1.930692
    PC12 <= 0.7567332
    PC19 <= -1.661511
    PC82 > -0.1582795
    PC95 <= 0.575142
    ->  class 1\|2  [0.981]

Rule 19/129: (66.2/0.3, lift 16.1)
    PC2 <= 2.5099
    PC3 > 0.253746
    PC18 <= 0.2253995
    PC19 <= 0.2261684
    PC23 <= 0.05283235
    PC47 > 0.4909431
    PC52 > 0.1326168
    ->  class 1\|2  [0.981]

Rule 19/130: (47.6, lift 16.1)
    PC2 <= 2.5099
    PC4 <= -1.68035
    PC10 > -0.3798193
    PC26 <= -0.4998997
    ->  class 1\|2  [0.980]

Rule 19/131: (46.6, lift 16.1)
    PC1 > -0.430681
    PC3 > 0.253746
    PC4 > -1.636041
    PC9 <= 0.3598154
    PC23 <= 0.05283235
    PC52 > 0.1326168
    PC100 > 0.8440356
    ->  class 1\|2  [0.979]

Rule 19/132: (41.6, lift 16.1)
    PC2 <= 2.5099
    PC4 <= -1.636041
    PC9 <= 0.3598154
    PC27 > -0.3541035
    PC83 > -0.7460348
    ->  class 1\|2  [0.977]

Rule 19/133: (41.7, lift 16.1)
    PC2 > 2.5099
    PC3 > 1.640775
    PC22 <= -2.12056
    PC50 > -0.2178361
    ->  class 1\|2  [0.977]

Rule 19/134: (31.9, lift 16.0)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC4 > -1.68035
    PC9 > 0.3598154
    PC78 > 0.5665084
    ->  class 1\|2  [0.971]

Rule 19/135: (32.5, lift 16.0)
    PC1 > -0.430681
    PC9 > 0.3598154
    PC16 > 3.385889
    PC65 <= 0.4921201
    PC69 <= -0.4801952
    PC100 > -0.009884551
    ->  class 1\|2  [0.971]

Rule 19/136: (32.9, lift 16.0)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > 0.9959877
    PC24 > 0.4023193
    ->  class 1\|2  [0.971]

Rule 19/137: (146.1/4.1, lift 15.9)
    PC2 <= 2.5099
    PC3 > 0.253746
    PC7 > 1.538123
    PC9 <= 0.3598154
    PC18 <= 0.2253995
    PC19 <= 0.2261684
    PC52 > 0.1326168
    ->  class 1\|2  [0.966]

Rule 19/138: (64.7/1.3, lift 15.9)
    PC2 <= 2.5099
    PC3 > 0.253746
    PC9 <= 0.3598154
    PC18 <= 0.2253995
    PC19 <= 1.791807
    PC43 > 0.9098236
    PC83 > -0.7460348
    PC97 > -2.01934
    ->  class 1\|2  [0.966]

Rule 19/139: (27, lift 15.9)
    PC1 > -0.430681
    PC9 > 0.3598154
    PC11 > 1.243502
    PC47 > 0.4322866
    ->  class 1\|2  [0.965]

Rule 19/140: (22.9, lift 15.8)
    PC1 > -0.430681
    PC3 > 0.253746
    PC4 <= 0.9132453
    PC7 <= 1.538123
    PC9 <= 0.3598154
    PC27 > -0.3541035
    PC52 > 0.1326168
    PC92 <= -0.2531535
    ->  class 1\|2  [0.960]

Rule 19/141: (21.4, lift 15.8)
    PC1 > -0.430681
    PC18 <= 0.2253995
    PC19 <= 0.2261684
    PC35 <= -1.322138
    ->  class 1\|2  [0.957]

Rule 19/142: (19.1, lift 15.7)
    PC1 > -0.430681
    PC2 > -2.747247
    PC9 > 0.3598154
    PC16 > 3.385889
    PC55 <= -0.210335
    PC65 <= 0.4921201
    PC100 > -0.009884551
    ->  class 1\|2  [0.953]

Rule 19/143: (72.7/2.6, lift 15.7)
    PC1 > -0.430681
    PC2 > -2.747247
    PC2 <= 2.5099
    PC9 > 0.3598154
    PC16 > 3.385889
    PC45 > -0.1239707
    PC65 <= 0.4921201
    PC100 > -0.009884551
    ->  class 1\|2  [0.951]

Rule 19/144: (53.2/3.1, lift 15.2)
    PC3 > 0.253746
    PC4 <= 0.9132453
    PC9 <= 0.3598154
    PC19 <= 1.791807
    PC27 > -0.3541035
    PC83 > -0.7460348
    PC87 <= -0.6044032
    ->  class 1\|2  [0.926]

Rule 19/145: (56.9/3.5, lift 15.2)
    PC2 > -2.747247
    PC9 > 0.3598154
    PC16 > 3.385889
    PC61 > -0.5583106
    PC65 <= 0.4921201
    PC100 > -0.009884551
    ->  class 1\|2  [0.924]

Rule 19/146: (8.7, lift 14.9)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > 0.9959877
    PC41 > 0.3344701
    ->  class 1\|2  [0.907]

Rule 19/147: (25.7/2, lift 14.7)
    PC1 > -0.430681
    PC9 > 0.3598154
    PC10 > -0.3798193
    PC16 <= 3.385889
    PC45 > 0.417831
    PC68 > -1.841606
    ->  class 1\|2  [0.892]

Rule 19/148: (40.7/4.5, lift 14.3)
    PC2 > 2.5099
    PC3 > 1.640775
    PC22 <= 0.1252682
    PC47 <= -0.1661515
    PC50 > -0.2178361
    ->  class 1\|2  [0.872]

Rule 19/149: (5.1, lift 14.1)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= 0.9959877
    PC72 <= -1.26589
    ->  class 1\|2  [0.858]

Rule 19/150: (50.6/7.1, lift 13.9)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= 0.9959877
    PC22 <= 1.221652
    PC50 <= -0.2178361
    PC82 <= 0.3334497
    ->  class 1\|2  [0.845]

Rule 19/151: (38.1/5.3, lift 13.9)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > 0.253746
    PC4 <= 0.9132453
    PC9 <= 0.3598154
    PC18 <= 0.2253995
    PC19 > 0.2261684
    PC19 <= 1.791807
    ->  class 1\|2  [0.842]

Rule 19/152: (54.1/13.8, lift 12.1)
    PC1 > -0.430681
    PC9 > 0.3598154
    PC10 > -0.3798193
    PC16 <= 3.385889
    PC20 <= -0.8842227
    PC21 > -0.755381
    PC68 > -1.841606
    ->  class 1\|2  [0.736]

Rule 19/153: (89.5, lift 14.3)
    PC2 > 2.5099
    PC3 > 1.640775
    PC3 <= 9.796835
    PC6 > -3.673249
    PC16 > 0.9959877
    PC24 <= 0.4023193
    PC41 <= 0.3344701
    ->  class 1\|3  [0.989]

Rule 19/154: (13.9/1.6, lift 12.1)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > 0.9959877
    PC53 <= -0.5816588
    ->  class 1\|3  [0.837]

Rule 19/155: (12.5/1.5, lift 12.0)
    PC2 > 2.5099
    PC6 <= -3.673249
    PC15 <= -1.599951
    ->  class 1\|3  [0.830]

Rule 19/156: (11.9/3.7, lift 9.7)
    PC1 > -0.430681
    PC3 <= 0.253746
    PC11 > 1.930692
    PC19 <= -1.661511
    PC82 <= -0.1582795
    ->  class 1\|3  [0.666]

Rule 19/157: (4642.9/3371.6, lift 4.0)
    PC1 > -0.430681
    PC2 <= 2.5099
    ->  class 1\|3  [0.274]

Rule 19/158: (219.4/0.4, lift 16.3)
    PC2 <= 2.5099
    PC8 > 1.582128
    PC11 > -0.9337804
    PC18 > -0.3272929
    PC21 > -0.2469342
    PC32 > -1.673557
    PC46 <= 1.613171
    PC56 <= 0.09856724
    PC70 <= -0.04090679
    PC71 <= 0.9115143
    ->  class 2\|0  [0.993]

Rule 19/159: (333.9/4.2, lift 16.2)
    PC2 <= 2.5099
    PC8 > 1.582128
    PC11 > -0.3128934
    PC11 <= 1.913202
    PC15 <= 1.743979
    PC19 <= -0.1227027
    PC21 > -0.2469342
    PC32 > -1.673557
    PC40 > -0.6629824
    PC56 <= 0.09856724
    PC59 <= 0.191417
    PC71 <= 0.9115143
    PC100 > -0.6369766
    ->  class 2\|0  [0.985]

Rule 19/160: (106.6/0.9, lift 16.1)
    PC1 <= -0.430681
    PC8 > 1.582128
    PC11 > -0.9337804
    PC15 <= 2.648841
    PC21 > -0.2469342
    PC30 <= -0.3350084
    PC96 > -0.3245842
    ->  class 2\|0  [0.982]

Rule 19/161: (27.3, lift 15.8)
    PC1 > -0.430681
    PC3 <= 0.253746
    PC9 <= 0.3598154
    PC12 > 0.7567332
    PC19 <= -1.661511
    ->  class 2\|0  [0.966]

Rule 19/162: (203/6.2, lift 15.8)
    PC8 > 1.582128
    PC11 > -0.3128934
    PC15 <= 1.743979
    PC18 > -0.3272929
    PC19 <= -0.1227027
    PC21 > -0.2469342
    PC26 > 0.9555482
    PC32 > -1.673557
    PC40 > -0.6629824
    PC56 <= 0.09856724
    PC59 <= 0.191417
    PC71 <= 0.9115143
    ->  class 2\|0  [0.965]

Rule 19/163: (107.1/3.2, lift 15.8)
    PC1 <= -0.430681
    PC8 > 1.582128
    PC11 > -0.9337804
    PC15 <= 2.648841
    PC21 > -0.2469342
    PC32 > 1.688222
    ->  class 2\|0  [0.961]

Rule 19/164: (18.9, lift 15.6)
    PC1 <= -0.430681
    PC8 > 0.5326868
    PC8 <= 1.582128
    PC19 <= -1.125657
    PC28 <= 0.102115
    PC44 > 0.4826126
    PC64 > -2.056049
    ->  class 2\|0  [0.949]

Rule 19/165: (26.1/0.7, lift 15.4)
    PC1 <= -0.430681
    PC8 > 1.582128
    PC11 > -0.9337804
    PC19 > -0.1227027
    PC21 > -0.2469342
    PC32 > -1.673557
    PC56 <= 0.09856724
    PC63 <= -0.1190668
    PC96 > -0.3245842
    ->  class 2\|0  [0.940]

Rule 19/166: (116.1/6.8, lift 15.3)
    PC8 > 5.892745
    PC21 > -0.2469342
    ->  class 2\|0  [0.934]

Rule 19/167: (88.4/5.5, lift 15.2)
    PC1 <= -0.430681
    PC8 > 1.582128
    PC11 > -0.3128934
    PC16 <= -0.3180229
    PC18 > -0.3272929
    PC19 <= -0.1227027
    PC21 > -0.2469342
    PC56 <= 0.09856724
    ->  class 2\|0  [0.928]

Rule 19/168: (176.1/20, lift 14.5)
    PC8 > 5.013248
    PC21 > -0.2469342
    PC56 <= 0.09856724
    PC71 <= 0.9115143
    ->  class 2\|0  [0.882]

Rule 19/169: (15.7/1.2, lift 14.4)
    PC1 <= -0.430681
    PC8 > 1.582128
    PC11 > -0.9337804
    PC15 <= 2.648841
    PC17 <= -0.6086264
    PC56 > 0.09856724
    PC87 > -1.271213
    PC96 > -0.3245842
    ->  class 2\|0  [0.875]

Rule 19/170: (5.5, lift 14.2)
    PC2 <= 2.5099
    PC8 > 1.582128
    PC11 > -0.9337804
    PC21 > -0.2469342
    PC38 <= -1.151721
    PC87 > -1.271213
    ->  class 2\|0  [0.866]

Rule 19/171: (3.9, lift 13.6)
    PC8 > 1.582128
    PC10 <= -0.2755761
    PC21 <= -0.2469342
    ->  class 2\|0  [0.830]

Rule 19/172: (19.6/3, lift 13.4)
    PC8 > 1.582128
    PC56 > 0.09856724
    PC87 <= -1.271213
    PC96 > -0.3245842
    ->  class 2\|0  [0.815]

Rule 19/173: (64.1/11.7, lift 13.3)
    PC1 <= -0.430681
    PC8 > 1.582128
    PC11 > -0.9337804
    PC15 <= 2.648841
    PC21 > -0.2469342
    PC62 <= -1.350312
    PC96 > -0.3245842
    ->  class 2\|0  [0.809]

Rule 19/174: (41.5/7.3, lift 13.3)
    PC1 > -0.430681
    PC1 <= 13.61654
    PC2 <= 2.5099
    PC3 <= 0.253746
    PC8 > -1.015311
    PC10 <= -0.4924853
    PC20 <= 0.2690985
    ->  class 2\|0  [0.808]

Rule 19/175: (138.5/51.4, lift 10.3)
    PC1 <= -0.430681
    PC2 > -0.9597889
    PC2 <= 2.5099
    PC8 > -0.6680527
    ->  class 2\|0  [0.627]

Rule 19/176: (111.2, lift 9.7)
    PC1 <= -0.430681
    PC8 > 1.582128
    PC11 <= -0.9337804
    PC15 <= 2.648841
    PC21 > -0.2469342
    PC96 > -0.3245842
    ->  class 2\|1  [0.991]

Rule 19/177: (85, lift 9.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC3 > -2.033334
    PC8 > -0.6680527
    PC8 <= 1.582128
    PC28 > 0.0190911
    PC53 <= -1.276883
    ->  class 2\|1  [0.989]

Rule 19/178: (74.3/0.2, lift 9.6)
    PC1 <= -0.430681
    PC2 <= -0.9597889
    PC8 > 0.795783
    PC8 <= 1.582128
    PC36 > -0.2706665
    PC44 <= 0.4826126
    PC61 <= 0.4047924
    PC100 > 0.08077057
    ->  class 2\|1  [0.984]

Rule 19/179: (56.5, lift 9.6)
    PC3 > -2.033334
    PC8 > 1.582128
    PC11 > -0.9337804
    PC30 > -0.3350084
    PC46 > 1.613171
    PC96 > -0.3245842
    ->  class 2\|1  [0.983]

Rule 19/180: (53.5, lift 9.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.6680527
    PC30 > 0.4316063
    PC36 > -0.2706665
    PC44 <= 0.4826126
    PC56 > -0.3209011
    PC70 > -0.9037994
    ->  class 2\|1  [0.982]

Rule 19/181: (69.7/0.4, lift 9.6)
    PC1 <= -0.430681
    PC8 > 1.582128
    PC8 <= 5.013248
    PC19 > -0.1227027
    PC21 > -0.2469342
    PC30 > -0.3350084
    PC56 <= 0.09856724
    PC63 > -0.1190668
    ->  class 2\|1  [0.981]

Rule 19/182: (66.5/0.5, lift 9.5)
    PC2 <= 2.5099
    PC8 > 1.582128
    PC11 > -0.3128934
    PC16 > -0.3180229
    PC19 <= -0.1227027
    PC56 <= 0.09856724
    PC59 > 0.191417
    PC70 > -0.04090679
    ->  class 2\|1  [0.978]

Rule 19/183: (44.4, lift 9.5)
    PC2 <= -9.459423
    ->  class 2\|1  [0.978]

Rule 19/184: (39.4, lift 9.5)
    PC1 > -0.430681
    PC1 <= 13.61654
    PC3 <= 0.253746
    PC8 > 0.5831117
    PC9 <= 0.3598154
    PC10 > -0.4924853
    PC19 > -1.661511
    PC58 > -0.02896178
    ->  class 2\|1  [0.976]

Rule 19/185: (87.8/1.5, lift 9.5)
    PC2 > -2.059743
    PC2 <= -0.9597889
    PC5 > -0.5805749
    PC8 > -0.1907165
    PC8 <= 1.582128
    PC24 > -0.6773098
    PC56 > -0.3209011
    ->  class 2\|1  [0.973]

Rule 19/186: (28.7, lift 9.4)
    PC2 <= -2.059743
    PC5 > -0.5805749
    PC8 > -0.1907165
    PC8 <= 1.582128
    PC22 > -0.8996302
    PC25 <= -0.06361661
    PC44 <= 0.4826126
    PC76 > -0.1766787
    ->  class 2\|1  [0.967]

Rule 19/187: (48.7/0.8, lift 9.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.6680527
    PC30 > 0.2543901
    PC44 <= 0.4826126
    PC50 <= -0.4466594
    PC56 <= -0.3209011
    PC60 <= 1.606557
    ->  class 2\|1  [0.964]

Rule 19/188: (23.1, lift 9.4)
    PC1 > -0.430681
    PC1 <= 13.61654
    PC2 <= 2.5099
    PC3 <= 0.253746
    PC8 > -1.015311
    PC9 <= 0.3598154
    PC19 > -1.661511
    PC33 > 0.356077
    ->  class 2\|1  [0.960]

Rule 19/189: (31.9/0.4, lift 9.3)
    PC2 <= -0.9597889
    PC8 > -0.6680527
    PC8 <= 0.795783
    PC36 > -0.2706665
    PC44 <= 0.4826126
    PC53 > -1.276883
    PC56 > -0.3209011
    PC95 <= -0.482088
    ->  class 2\|1  [0.958]

Rule 19/190: (48.6/1.3, lift 9.3)
    PC1 <= -0.430681
    PC2 <= -0.9597889
    PC8 > -0.6680527
    PC8 <= 1.582128
    PC24 <= -0.6773098
    ->  class 2\|1  [0.955]

Rule 19/191: (17.9, lift 9.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC34 > 1.066212
    PC47 <= -0.779565
    ->  class 2\|1  [0.950]

Rule 19/192: (35.9/1, lift 9.2)
    PC1 <= -0.430681
    PC8 > 1.582128
    PC18 <= -0.3272929
    PC21 > -0.2469342
    ->  class 2\|1  [0.948]

Rule 19/193: (68.9/3.4, lift 9.1)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.6680527
    PC44 <= 0.4826126
    PC70 <= -0.9037994
    ->  class 2\|1  [0.938]

Rule 19/194: (18.1/0.4, lift 9.1)
    PC1 <= -0.430681
    PC2 <= -0.9597889
    PC8 > -0.6680527
    PC8 <= 1.582128
    PC36 > -0.2706665
    PC43 > 0.4280665
    PC44 <= 0.4826126
    PC56 > -0.3209011
    PC76 > -0.1766787
    ->  class 2\|1  [0.932]

Rule 19/195: (27.2/1.1, lift 9.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.6680527
    PC44 <= 0.4826126
    PC70 > -0.9037994
    PC71 > 2.155598
    ->  class 2\|1  [0.928]

Rule 19/196: (11.4, lift 9.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.6680527
    PC8 <= 0.795783
    PC28 <= -0.1244157
    PC36 > -0.2706665
    PC44 <= 0.4826126
    PC76 > -0.1766787
    ->  class 2\|1  [0.925]

Rule 19/197: (167.1/12.1, lift 9.0)
    PC2 <= -0.9597889
    PC3 > -2.033334
    PC8 > 0.795783
    PC8 <= 1.582128
    PC12 > -2.207784
    PC19 <= 3.262528
    PC20 <= 0.40384
    PC36 > -0.2706665
    PC40 > -1.153287
    PC44 <= 0.4826126
    PC54 > -1.248252
    PC61 <= 0.4047924
    PC76 > -0.4370073
    ->  class 2\|1  [0.922]

Rule 19/198: (12.5/0.3, lift 8.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC5 > -0.5805749
    PC8 > -0.1907165
    PC8 <= 1.582128
    PC36 > -0.2706665
    PC36 <= -0.2449299
    PC53 > -1.276883
    PC76 > -0.1766787
    ->  class 2\|1  [0.909]

Rule 19/199: (58.1/4.9, lift 8.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.855389
    PC28 <= -0.2665321
    ->  class 2\|1  [0.902]

Rule 19/200: (33.7/3, lift 8.6)
    PC1 <= -0.430681
    PC8 > 1.582128
    PC26 <= 0.9555482
    PC32 > -1.673557
    PC70 > -0.04090679
    PC100 <= -0.6369766
    ->  class 2\|1  [0.887]

Rule 19/201: (51.6/6.1, lift 8.5)
    PC2 <= 2.5099
    PC8 > -2.855389
    PC13 <= -1.125711
    ->  class 2\|1  [0.868]

Rule 19/202: (19.6/2, lift 8.4)
    PC3 > 0.253746
    PC9 <= 0.3598154
    PC18 <= 0.2253995
    PC19 > 1.791807
    ->  class 2\|1  [0.863]

Rule 19/203: (16.6/1.6, lift 8.4)
    PC1 <= -0.430681
    PC8 > -0.1907165
    PC8 <= 0.795783
    PC19 <= -0.9157072
    PC36 > -0.2706665
    PC44 <= 0.4826126
    PC56 > -0.3209011
    PC76 > -0.1766787
    PC95 > -0.482088
    ->  class 2\|1  [0.858]

Rule 19/204: (29.3/4.2, lift 8.1)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.6680527
    PC43 <= 0.4280665
    PC44 > 0.3966551
    PC44 <= 0.4826126
    PC76 > -0.1766787
    ->  class 2\|1  [0.835]

Rule 19/205: (77.9/12.5, lift 8.1)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC5 > -0.5805749
    PC8 > -0.1907165
    PC8 <= 0.795783
    PC22 > -0.8996302
    PC24 > -0.6773098
    PC44 <= 0.4826126
    PC56 > -0.3209011
    PC76 > -0.1766787
    PC95 <= 0.007030359
    ->  class 2\|1  [0.831]

Rule 19/206: (25.6/9.2, lift 6.2)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > 0.253746
    PC7 > 1.089236
    PC18 > 0.2253995
    PC39 <= 0.02195455
    ->  class 2\|1  [0.631]

Rule 19/207: (3645.3/1835.2, lift 4.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.6680527
    ->  class 2\|1  [0.497]

Rule 19/208: (209.3/0.7, lift 10.9)
    PC2 <= 2.5099
    PC4 > -0.2825551
    PC8 > -2.855389
    PC8 <= -0.6680527
    PC14 > -2.039542
    PC19 > -3.140827
    PC32 <= 1.576572
    PC57 <= -0.07739355
    PC68 <= -0.2056389
    ->  class 2\|2  [0.992]

Rule 19/209: (93.1, lift 10.8)
    PC8 > -2.855389
    PC8 <= -0.6680527
    PC19 > 3.164775
    PC57 <= 0.204849
    PC76 <= 0.3064057
    ->  class 2\|2  [0.989]

Rule 19/210: (150.1/0.9, lift 10.8)
    PC2 <= 2.5099
    PC4 > -0.2825551
    PC8 > -2.855389
    PC8 <= -0.6680527
    PC13 > -1.125711
    PC19 > -3.140827
    PC32 <= 1.576572
    PC44 <= -0.9405506
    PC47 > -0.779565
    PC57 <= -0.07739355
    PC76 <= 0.5956997
    ->  class 2\|2  [0.988]

Rule 19/211: (49.8, lift 10.7)
    PC8 > -2.855389
    PC8 <= -0.6680527
    PC35 <= -3.866878
    PC47 > -0.779565
    PC57 > -0.07739355
    ->  class 2\|2  [0.981]

Rule 19/212: (59.3/0.2, lift 10.7)
    PC1 <= -0.430681
    PC4 > -0.2825551
    PC8 > -2.855389
    PC8 <= -0.6680527
    PC13 > -1.125711
    PC35 <= 0.05940232
    PC47 > -0.779565
    PC57 <= -0.07739355
    PC68 > -0.2056389
    PC76 <= 0.5956997
    ->  class 2\|2  [0.981]

Rule 19/213: (45.3, lift 10.7)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 <= 0.253746
    PC8 > -1.015311
    PC8 <= 0.5831117
    PC9 <= 0.3598154
    PC10 > -0.4924853
    PC19 > -1.661511
    PC33 <= 0.356077
    PC35 > -0.3434471
    PC58 > -0.02896178
    PC83 <= 0.05326109
    ->  class 2\|2  [0.979]

Rule 19/214: (98.8/1.2, lift 10.7)
    PC1 <= -0.430681
    PC8 > -2.855389
    PC8 <= -0.6680527
    PC19 > 0.3480635
    PC28 > -0.2665321
    PC57 <= 0.204849
    PC63 > 0.1992546
    PC79 > -0.1937253
    ->  class 2\|2  [0.978]

Rule 19/215: (43.5/0.2, lift 10.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -0.6680527
    PC25 > 0.4620356
    ->  class 2\|2  [0.973]

Rule 19/216: (28, lift 10.6)
    PC2 <= 2.5099
    PC8 > -2.855389
    PC40 > -0.1894008
    PC57 <= 0.204849
    PC62 > 1.952414
    PC76 <= 0.3064057
    PC79 > -0.1937253
    ->  class 2\|2  [0.966]

Rule 19/217: (25.6, lift 10.6)
    PC2 <= 2.5099
    PC8 > -2.855389
    PC8 <= -0.6680527
    PC50 <= -1.863218
    ->  class 2\|2  [0.964]

Rule 19/218: (25.3, lift 10.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.855389
    PC8 <= -0.6680527
    PC47 <= -0.779565
    PC96 > 0.6815612
    ->  class 2\|2  [0.963]

Rule 19/219: (23.9, lift 10.5)
    PC1 <= -0.430681
    PC4 <= -0.2394597
    PC8 > -2.855389
    PC19 > 0.3480635
    PC28 > -0.2665321
    PC32 <= 1.576572
    PC35 > -3.866878
    PC40 > -0.1894008
    PC50 > -1.863218
    PC57 > -0.07739355
    PC57 <= 0.204849
    ->  class 2\|2  [0.961]

Rule 19/220: (21, lift 10.5)
    PC2 <= 2.5099
    PC8 > -0.6680527
    PC8 <= 0.5326868
    PC28 <= 0.102115
    PC48 > 1.774053
    PC80 <= 1.42198
    ->  class 2\|2  [0.957]

Rule 19/221: (52.8/1.8, lift 10.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.855389
    PC8 <= -0.6680527
    PC27 <= -0.7959244
    ->  class 2\|2  [0.948]

Rule 19/222: (17, lift 10.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -1.152501
    PC8 <= -0.6680527
    PC15 <= -0.9144083
    PC19 > -3.140827
    PC40 <= -0.1894008
    PC76 <= 0.3064057
    ->  class 2\|2  [0.947]

Rule 19/223: (21.1/0.4, lift 10.3)
    PC1 <= -0.430681
    PC8 > -2.855389
    PC8 <= -0.6680527
    PC13 > -1.125711
    PC19 > 0.3480635
    PC32 <= 1.576572
    PC57 > -0.07739355
    PC57 <= 0.204849
    PC79 <= -0.1937253
    ->  class 2\|2  [0.937]

Rule 19/224: (52.9/3.1, lift 10.1)
    PC2 <= 2.5099
    PC8 > -2.855389
    PC8 <= -0.6680527
    PC32 <= 1.576572
    PC35 > -3.866878
    PC47 > -0.779565
    PC90 > 0.9551005
    ->  class 2\|2  [0.926]

Rule 19/225: (273.2/19.9, lift 10.1)
    PC2 <= 2.5099
    PC5 > -0.983691
    PC8 > -2.855389
    PC8 <= -0.6680527
    PC9 > -3.225187
    PC13 > -1.125711
    PC15 > -0.9144083
    PC18 > -0.2464977
    PC33 <= 0.8527513
    PC40 <= -0.1894008
    PC45 <= 0.3507638
    PC47 > -0.779565
    PC74 > -2.11627
    PC76 <= 0.3064057
    ->  class 2\|2  [0.924]

Rule 19/226: (10.6/0.3, lift 9.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.855389
    PC19 > -3.140827
    PC23 > 1.891712
    PC40 > -0.1894008
    PC57 > -0.07739355
    ->  class 2\|2  [0.893]

Rule 19/227: (7.2, lift 9.8)
    PC1 <= -0.430681
    PC7 <= 0.1417766
    PC8 > 1.582128
    ->  class 2\|2  [0.892]

Rule 19/228: (93.9/11.4, lift 9.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.855389
    PC8 <= -0.6680527
    PC40 > -0.1894008
    PC47 > -0.779565
    PC76 <= 0.3064057
    PC88 > 0.4256945
    ->  class 2\|2  [0.870]

Rule 19/229: (67/8.3, lift 9.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -0.6680527
    PC9 > -1.389948
    PC46 > 0.4344433
    PC60 <= -0.5467761
    PC68 > -2.771681
    ->  class 2\|2  [0.866]

Rule 19/230: (48.6/6.4, lift 9.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC3 > -2.033334
    PC8 > -0.6680527
    PC8 <= 0.5326868
    PC28 <= 0.102115
    PC44 > 0.4826126
    PC58 > -0.107588
    PC80 <= 1.42198
    ->  class 2\|2  [0.853]

Rule 19/231: (7.4/0.6, lift 9.1)
    PC1 <= -0.430681
    PC4 <= -0.3636443
    PC8 > -2.855389
    PC8 <= -0.6680527
    PC47 > -0.779565
    PC57 > 0.204849
    ->  class 2\|2  [0.833]

Rule 19/232: (22.1/3.1, lift 9.1)
    PC8 <= -0.6680527
    PC68 > -2.771681
    PC74 > -0.8009616
    PC75 > -0.005844843
    PC95 > 1.93328
    ->  class 2\|2  [0.829]

Rule 19/233: (19.5/2.7, lift 9.1)
    PC1 <= -0.430681
    PC8 > 1.582128
    PC18 > -0.008497396
    PC21 <= -0.2469342
    ->  class 2\|2  [0.828]

Rule 19/234: (11.3/1.3, lift 9.1)
    PC1 <= -0.430681
    PC2 > -0.9597889
    PC2 <= 2.5099
    PC8 > -0.6680527
    PC8 <= 0.1680859
    ->  class 2\|2  [0.827]

Rule 19/235: (29/5, lift 8.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.855389
    PC8 <= -0.6680527
    PC43 <= -1.327557
    PC47 > -0.779565
    PC57 > -0.07739355
    PC76 > 0.3064057
    ->  class 2\|2  [0.808]

Rule 19/236: (11.7/2.3, lift 8.3)
    PC1 <= -0.430681
    PC8 > 1.582128
    PC15 > 2.648841
    PC21 > -0.2469342
    PC96 > -0.3245842
    ->  class 2\|2  [0.758]

Rule 19/237: (24.1/5.6, lift 8.2)
    PC1 <= -0.430681
    PC8 > 1.582128
    PC21 <= -0.2469342
    PC40 <= -1.495116
    ->  class 2\|2  [0.748]

Rule 19/238: (39.7/10.4, lift 8.0)
    PC1 <= -0.430681
    PC8 <= -2.855389
    PC19 > -2.273685
    PC38 > 0.1761402
    PC68 > -2.771681
    PC74 > -0.8009616
    PC75 > -0.005844843
    ->  class 2\|2  [0.727]

Rule 19/239: (39.4/11.2, lift 7.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.855389
    PC8 <= -0.6680527
    PC19 > -3.140827
    PC28 > -0.2665321
    PC32 > 1.576572
    PC37 <= 1.251445
    PC47 > -0.779565
    ->  class 2\|2  [0.704]

Rule 19/240: (23.4/8, lift 7.1)
    PC1 > -0.430681
    PC1 <= 13.61654
    PC2 <= 2.5099
    PC3 <= 0.253746
    PC19 > -1.661511
    PC20 <= 0.2690985
    PC48 <= -0.2565972
    ->  class 2\|2  [0.646]

Rule 19/241: (1358.9/616, lift 6.0)
    PC1 <= -0.430681
    PC2 <= -0.9597889
    PC3 > -2.033334
    PC8 > -0.6680527
    PC8 <= 1.582128
    PC44 <= 0.4826126
    ->  class 2\|2  [0.547]

Rule 19/242: (91, lift 8.1)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.6680527
    PC8 <= 0.5326868
    PC28 <= 0.102115
    PC44 > 0.4826126
    PC48 <= 1.774053
    PC58 <= -0.107588
    PC80 <= 1.42198
    PC99 <= 1.154592
    ->  class 2\|3  [0.989]

Rule 19/243: (279.3/5.8, lift 8.0)
    PC1 <= -0.430681
    PC4 > -0.3636443
    PC8 > -2.855389
    PC8 <= -0.6680527
    PC19 > -3.140827
    PC23 <= 1.891712
    PC28 > -0.2665321
    PC35 > -3.866878
    PC40 > -0.1894008
    PC47 > -0.779565
    PC50 > -1.863218
    PC57 > 0.204849
    PC76 <= 0.3064057
    PC88 <= 0.4256945
    PC90 <= 0.9551005
    ->  class 2\|3  [0.976]

Rule 19/244: (53.7/0.9, lift 7.9)
    PC2 > -8.984026
    PC2 <= 2.5099
    PC4 <= -0.2825551
    PC8 > -2.855389
    PC8 <= -0.6680527
    PC25 <= 0.4620356
    PC32 <= 1.576572
    PC47 > -0.779565
    PC57 <= -0.07739355
    PC84 > 0.05355281
    ->  class 2\|3  [0.965]

Rule 19/245: (102.9/4.1, lift 7.8)
    PC1 <= -0.430681
    PC8 <= -2.855389
    PC16 > 0.3773519
    PC68 > -2.771681
    PC75 <= -0.005844843
    ->  class 2\|3  [0.951]

Rule 19/246: (28.4/0.8, lift 7.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.6680527
    PC8 <= 1.582128
    PC30 <= 0.2543901
    PC44 <= 0.4826126
    PC56 <= -0.3209011
    PC70 > -0.9037994
    PC75 <= 0.209267
    ->  class 2\|3  [0.942]

Rule 19/247: (11.2, lift 7.6)
    PC2 <= 2.5099
    PC8 > -0.6680527
    PC8 <= 1.582128
    PC28 <= 0.102115
    PC44 > 0.4826126
    PC64 <= -2.056049
    ->  class 2\|3  [0.924]

Rule 19/248: (32.3/6.1, lift 6.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC3 <= -2.033334
    PC8 > -0.6680527
    ->  class 2\|3  [0.792]

Rule 19/249: (758.3/524, lift 2.5)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 <= 0.253746
    PC9 <= 0.3598154
    ->  class 2\|3  [0.309]

Rule 19/250: (12177.4/9743.2, lift 1.6)
    PC2 <= 2.5099
    ->  class 2\|3  [0.200]

Rule 19/251: (272.6/0.4, lift 18.7)
    PC1 <= -0.430681
    PC8 <= -2.855389
    PC19 <= -2.273685
    PC46 <= 0.4344433
    PC75 > -0.005844843
    ->  class 2\|4  [0.995]

Rule 19/252: (171.7, lift 18.7)
    PC1 <= -0.430681
    PC8 <= -2.855389
    PC16 <= 0.3773519
    PC26 <= 3.311726
    PC28 > 0.05791529
    PC46 > -0.6182814
    PC46 <= 0.4344433
    ->  class 2\|4  [0.994]

Rule 19/253: (167.6/0.5, lift 18.6)
    PC1 <= -0.430681
    PC8 <= -2.855389
    PC16 <= 0.3773519
    PC22 > -1.646191
    PC26 <= 3.311726
    PC46 <= -0.6182814
    PC49 > 0.0006886259
    PC67 > -0.8257832
    PC74 > -0.8009616
    PC76 <= 0.5362535
    ->  class 2\|4  [0.991]

Rule 19/254: (168.1/1, lift 18.5)
    PC1 <= -0.430681
    PC8 <= -2.855389
    PC16 <= 0.3773519
    PC24 <= 0.02521209
    PC26 <= 3.311726
    PC46 <= 0.4344433
    PC67 > -0.8257832
    PC75 <= -0.005844843
    PC76 <= 0.5362535
    ->  class 2\|4  [0.988]

Rule 19/255: (153.1/1.6, lift 18.5)
    PC8 <= -2.855389
    PC19 <= -3.633962
    PC22 > -1.646191
    PC46 <= 0.4344433
    ->  class 2\|4  [0.984]

Rule 19/256: (241.1/2.8, lift 18.5)
    PC1 <= -0.430681
    PC8 <= -2.855389
    PC16 <= -0.5123199
    PC17 <= 0.9892711
    PC22 > -1.646191
    PC26 <= 3.311726
    PC45 <= 0.1555312
    PC46 <= 0.4344433
    PC49 <= 0.0006886259
    PC62 <= 0.4266476
    PC74 > -0.8009616
    PC75 <= -0.005844843
    PC76 <= 0.5362535
    ->  class 2\|4  [0.984]

Rule 19/257: (55.8, lift 18.4)
    PC8 <= -2.855389
    PC16 <= 0.3773519
    PC17 <= 0.9892711
    PC22 > -1.646191
    PC46 <= 0.4344433
    PC49 > 0.0006886259
    PC67 > -0.8257832
    PC74 > -0.8009616
    PC76 <= 0.5362535
    PC85 > 0.5474974
    ->  class 2\|4  [0.983]

Rule 19/258: (161.2/2.3, lift 18.4)
    PC8 <= -2.855389
    PC16 <= 0.3773519
    PC17 <= 0.9892711
    PC26 <= 3.311726
    PC46 <= 0.4344433
    PC49 <= 0.0006886259
    PC62 <= 0.4266476
    PC67 > -0.8257832
    PC74 > -0.8009616
    PC75 <= -0.005844843
    PC90 > 0.2208328
    ->  class 2\|4  [0.980]

Rule 19/259: (49.3/0.5, lift 18.2)
    PC1 <= -0.430681
    PC8 > -2.855389
    PC8 <= -0.6680527
    PC19 <= -3.140827
    PC63 <= -0.2927086
    PC95 > 0.01331764
    ->  class 2\|4  [0.971]

Rule 19/260: (61.4/0.9, lift 18.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.855389
    PC8 <= -0.6680527
    PC27 > -0.7959244
    PC47 <= -0.779565
    PC50 > -0.7947015
    PC56 <= -0.1926906
    PC58 <= 0.0515738
    PC84 > 0.06803934
    PC98 <= -0.02585185
    ->  class 2\|4  [0.969]

Rule 19/261: (65.1/1.6, lift 18.0)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 <= 0.253746
    PC10 <= -0.07841533
    PC19 > -1.661511
    PC43 > -0.2012475
    PC67 <= 0.304997
    PC90 > 0.3784266
    ->  class 2\|4  [0.961]

Rule 19/262: (115.3/4.1, lift 17.9)
    PC2 <= 2.5099
    PC8 <= -2.855389
    PC16 <= 0.3773519
    PC17 <= 0.9892711
    PC26 <= 3.311726
    PC46 <= -0.4820952
    PC49 <= 0.0006886259
    PC74 > -0.8009616
    PC75 <= -0.005844843
    PC76 <= 0.5362535
    ->  class 2\|4  [0.956]

Rule 19/263: (18.8, lift 17.9)
    PC1 <= -0.430681
    PC8 <= -2.855389
    PC62 <= -1.395596
    PC68 > -2.771681
    PC74 > -0.8009616
    PC75 > -0.005844843
    ->  class 2\|4  [0.952]

Rule 19/264: (6.1, lift 16.4)
    PC1 > -0.430681
    PC1 <= 13.61654
    PC2 <= 2.5099
    PC9 <= 0.3598154
    PC19 > -1.661511
    PC77 > 1.187509
    PC90 <= 0.3784266
    ->  class 2\|4  [0.876]

Rule 19/265: (4.4, lift 15.8)
    PC8 <= -2.855389
    PC9 > 5.051669
    PC22 <= -1.646191
    PC46 <= 0.4344433
    PC75 <= -0.005844843
    ->  class 2\|4  [0.843]

Rule 19/266: (11.2/1.3, lift 15.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.855389
    PC8 <= -0.6680527
    PC28 <= -0.1430286
    PC47 > -0.779565
    PC76 > 0.3064057
    ->  class 2\|4  [0.824]

Default class: 2\|3

-----  Trial 20:  -----

Rules:

Rule 20/1: (252.4, lift 13.8)
    PC2 > 2.5099
    PC2 <= 7.21755
    PC3 <= 1.640775
    PC13 <= 7.350446
    PC18 > 0.6268955
    PC26 <= 0.5083948
    PC28 <= 3.464059
    PC42 <= 1.557549
    PC60 <= -0.831105
    PC97 <= 0.2751642
    ->  class 0\|0  [0.996]

Rule 20/2: (217.8/0.5, lift 13.8)
    PC5 > -0.6072232
    PC8 > -0.15241
    PC8 <= 0.2390275
    PC13 <= 7.350446
    PC18 > 0.6268955
    PC19 <= -0.00961022
    PC26 <= 0.5083948
    PC32 <= 0.5839502
    PC35 <= 0.372664
    PC41 > -0.1593728
    PC42 <= 1.557549
    PC50 <= 0.4385564
    PC61 > -1.22466
    PC76 <= -0.1475833
    PC97 <= 0.2751642
    PC99 > -0.5749127
    ->  class 0\|0  [0.993]

Rule 20/3: (342.9/1.4, lift 13.8)
    PC5 > -0.6072232
    PC7 > -0.9678689
    PC8 > -0.15241
    PC8 <= 0.2390275
    PC13 <= 0.8249989
    PC17 > -0.5408114
    PC18 > 0.6268955
    PC19 <= 0.0132291
    PC26 <= 0.5083948
    PC32 <= 0.5839502
    PC35 <= 0.372664
    PC41 > -0.1593728
    PC42 <= 1.557549
    PC60 <= 0.06739172
    PC67 > -0.04765422
    PC68 <= 0.7891617
    PC91 <= 3.159646
    PC93 <= 1.346613
    PC97 <= 0.2751642
    PC99 > -0.5749127
    ->  class 0\|0  [0.993]

Rule 20/4: (134.2/0.5, lift 13.7)
    PC4 <= 8.431403
    PC7 > -0.9678689
    PC13 <= -1.817476
    PC18 > 2.848612
    PC26 <= 0.5083948
    PC30 <= 0.2418079
    PC35 <= 0.4313429
    PC85 <= -0.04027867
    PC90 <= 0.55565
    ->  class 0\|0  [0.989]

Rule 20/5: (111/0.6, lift 13.7)
    PC2 > 2.5099
    PC2 <= 7.21755
    PC3 <= 1.640775
    PC4 <= 8.431403
    PC8 <= -0.15241
    PC13 <= 7.350446
    PC17 > -0.5408114
    PC18 > 0.6268955
    PC28 <= 3.464059
    PC35 <= 0.4313429
    PC51 > 0.02892397
    PC66 <= 2.268621
    PC91 <= 3.159646
    ->  class 0\|0  [0.986]

Rule 20/6: (99.4/1.2, lift 13.6)
    PC2 > 2.5099
    PC4 <= 8.431403
    PC13 <= 7.350446
    PC17 > -0.5408114
    PC18 > 0.6268955
    PC28 <= 3.464059
    PC66 <= 2.268621
    PC86 <= -1.760347
    ->  class 0\|0  [0.978]

Rule 20/7: (269.8/6.8, lift 13.5)
    PC2 <= 7.21755
    PC3 <= 1.640775
    PC13 <= 7.350446
    PC17 > -0.5408114
    PC18 > 0.6268955
    PC19 <= -0.00961022
    PC26 <= 0.5083948
    PC32 > 0.5839502
    PC44 <= 1.221267
    PC61 > -1.22466
    PC92 <= 2.614784
    PC97 <= 0.2751642
    ->  class 0\|0  [0.971]

Rule 20/8: (32.6, lift 13.5)
    PC2 > 2.5099
    PC9 > 0.411866
    PC18 > 0.6268955
    PC35 > 0.4313429
    ->  class 0\|0  [0.971]

Rule 20/9: (26.8, lift 13.4)
    PC2 <= 7.21755
    PC3 <= 1.640775
    PC7 > -0.9678689
    PC13 <= 7.350446
    PC14 > -0.7200047
    PC18 > 0.6268955
    PC19 <= 0.0132291
    PC26 <= 0.5083948
    PC43 <= -1.159499
    PC66 <= 2.268621
    PC97 > 0.2751642
    ->  class 0\|0  [0.965]

Rule 20/10: (47.7/1.1, lift 13.3)
    PC2 <= 7.21755
    PC3 <= 1.640775
    PC4 <= 8.431403
    PC13 <= 7.350446
    PC17 > -0.5408114
    PC18 > 0.6268955
    PC19 <= 0.0132291
    PC35 <= 0.4313429
    PC42 <= 1.557549
    PC46 <= -0.3454094
    PC66 <= 2.268621
    PC97 > 0.2751642
    ->  class 0\|0  [0.958]

Rule 20/11: (9, lift 12.6)
    PC2 > 7.21755
    PC4 <= 8.431403
    PC13 <= 7.350446
    PC17 > -0.5408114
    PC18 > 0.6268955
    PC25 <= -1.016281
    PC91 <= 3.159646
    ->  class 0\|0  [0.909]

Rule 20/12: (8.8/0.2, lift 12.3)
    PC1 > -0.430681
    PC1 <= -0.1814509
    PC2 <= 2.5099
    PC3 <= 0.5671026
    PC20 > 0.1428071
    PC56 <= 0.2645048
    ->  class 0\|0  [0.887]

Rule 20/13: (18.1/3.9, lift 10.5)
    PC9 > -0.656334
    PC13 > 7.350446
    PC18 > 4.696475
    ->  class 0\|0  [0.756]

Rule 20/14: (1114.4/420, lift 8.7)
    PC2 > 2.5099
    PC4 <= 8.431403
    PC12 > 0.20888
    PC13 <= 7.350446
    PC18 > 0.6268955
    PC28 <= 3.464059
    PC66 <= 2.268621
    ->  class 0\|0  [0.623]

Rule 20/15: (155.4, lift 12.0)
    PC2 > 2.5099
    PC2 <= 7.21755
    PC3 <= 1.640775
    PC8 > -0.15241
    PC18 > 0.6268955
    PC24 <= 1.303538
    PC26 > 0.5083948
    PC42 <= 1.557549
    PC86 > -1.760347
    PC86 <= 1.368391
    ->  class 0\|1  [0.994]

Rule 20/16: (132.4, lift 12.0)
    PC2 <= 7.21755
    PC13 <= -1.817476
    PC18 > 0.6268955
    PC18 <= 2.848612
    PC19 <= 0.0132291
    PC28 <= 3.464059
    PC41 > -0.1593728
    PC97 <= 0.2751642
    ->  class 0\|1  [0.993]

Rule 20/17: (79.1, lift 11.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 <= 8.431403
    PC13 <= 7.350446
    PC18 > 0.6268955
    PC32 <= 0.5839502
    PC60 > 0.06739172
    PC68 <= 0.7891617
    PC76 > -0.1475833
    PC97 <= 0.2751642
    PC99 > -0.5749127
    ->  class 0\|1  [0.987]

Rule 20/18: (66, lift 11.9)
    PC2 > 2.5099
    PC13 > 0.8249989
    PC13 <= 7.350446
    PC17 > -0.5408114
    PC18 > 0.6268955
    PC32 <= 0.5839502
    PC66 <= 2.268621
    PC97 <= 0.2751642
    ->  class 0\|1  [0.985]

Rule 20/19: (63.3, lift 11.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 7.350446
    PC14 > -0.7200047
    PC17 > -0.5408114
    PC18 > 0.6268955
    PC32 <= 0.5839502
    PC50 > 0.4385564
    PC97 <= 0.2751642
    ->  class 0\|1  [0.984]

Rule 20/20: (56.4, lift 11.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC5 <= -0.6072232
    PC7 > -0.9678689
    PC16 <= 0.8193195
    PC19 <= 0.0132291
    PC30 > 0.2418079
    PC86 > -1.760347
    ->  class 0\|1  [0.983]

Rule 20/21: (42.2, lift 11.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC8 > 0.1238729
    PC10 > -0.9303949
    PC18 > -1.049598
    PC18 <= 0.6268955
    PC46 <= -0.1761486
    ->  class 0\|1  [0.977]

Rule 20/22: (41.2, lift 11.8)
    PC5 <= -0.6072232
    PC13 <= -1.817476
    PC17 > -0.5408114
    PC85 > -0.04027867
    PC86 > -1.760347
    ->  class 0\|1  [0.977]

Rule 20/23: (41.3, lift 11.8)
    PC2 > 2.5099
    PC4 <= 8.431403
    PC13 <= 7.350446
    PC18 > 0.6268955
    PC28 <= 3.464059
    PC47 > -1.610874
    PC91 > 3.159646
    ->  class 0\|1  [0.977]

Rule 20/24: (38.4, lift 11.8)
    PC9 <= -0.656334
    PC13 > 7.350446
    PC18 > 4.696475
    PC47 > -1.610874
    PC97 > -3.219008
    ->  class 0\|1  [0.975]

Rule 20/25: (52.3/0.4, lift 11.7)
    PC2 > 2.5099
    PC34 <= -0.004227358
    PC75 <= 0.2772871
    PC78 > 2.983765
    ->  class 0\|1  [0.974]

Rule 20/26: (58.1/0.6, lift 11.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC5 <= -0.6072232
    PC18 > 0.6268955
    PC32 <= 0.5839502
    PC86 > -1.760347
    PC90 > 0.55565
    ->  class 0\|1  [0.974]

Rule 20/27: (34.2, lift 11.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 <= 8.431403
    PC18 > 0.6268955
    PC47 > -1.610874
    PC60 > -0.831105
    PC61 <= -1.22466
    PC97 <= 0.2751642
    ->  class 0\|1  [0.972]

Rule 20/28: (83/1.6, lift 11.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 7.350446
    PC17 > -0.5408114
    PC18 > 0.6268955
    PC19 > 0.0132291
    PC28 <= 3.464059
    PC29 <= 1.803625
    PC89 > -0.3669315
    ->  class 0\|1  [0.969]

Rule 20/29: (29.2, lift 11.7)
    PC2 > 2.5099
    PC14 > -0.7200047
    PC18 > 0.6268955
    PC35 <= 0.4313429
    PC47 > -1.610874
    PC86 > -1.760347
    PC92 > 2.614784
    ->  class 0\|1  [0.968]

Rule 20/30: (207.8/5.7, lift 11.7)
    PC3 <= 1.640775
    PC13 <= 7.350446
    PC17 > -0.2104008
    PC18 > 0.6268955
    PC19 <= 0.0132291
    PC20 <= 3.324984
    PC24 <= 1.165973
    PC32 > -0.8935966
    PC43 > -1.159499
    PC46 > -0.3454094
    PC57 <= 1.554185
    PC86 > -1.760347
    PC92 > -0.8136354
    PC97 > 0.2751642
    ->  class 0\|1  [0.968]

Rule 20/31: (132.1/3.9, lift 11.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 <= 8.431403
    PC12 <= 0.20888
    PC14 > -1.159756
    PC17 <= -0.5408114
    PC18 > 0.6268955
    PC93 > -0.5963342
    ->  class 0\|1  [0.963]

Rule 20/32: (25.2, lift 11.6)
    PC2 > 2.5099
    PC4 <= 8.431403
    PC13 <= 7.350446
    PC18 > 0.6268955
    PC26 <= 0.5083948
    PC32 <= 0.5839502
    PC60 > -0.831105
    PC66 <= 2.268621
    PC86 > -1.760347
    PC93 > 1.346613
    ->  class 0\|1  [0.963]

Rule 20/33: (70.2/1.9, lift 11.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC8 > -0.15241
    PC13 <= 7.350446
    PC14 > -0.7200047
    PC18 > 0.6268955
    PC32 <= 0.5839502
    PC35 <= 0.4313429
    PC61 > -1.22466
    PC68 > 0.7891617
    ->  class 0\|1  [0.960]

Rule 20/34: (22.8, lift 11.6)
    PC2 > 2.5099
    PC14 > -0.7200047
    PC19 <= 0.0132291
    PC26 <= 0.5083948
    PC44 > 1.221267
    PC60 > -0.831105
    PC97 <= 0.2751642
    ->  class 0\|1  [0.960]

Rule 20/35: (164.1/5.8, lift 11.6)
    PC9 <= 0.411866
    PC13 <= 7.350446
    PC14 > -0.7200047
    PC17 > -0.5408114
    PC18 > 0.6268955
    PC28 <= 3.464059
    PC35 > 0.4313429
    PC77 > -0.2147643
    ->  class 0\|1  [0.959]

Rule 20/36: (136.1/6.3, lift 11.4)
    PC4 > 8.431403
    PC18 > 0.6268955
    PC20 > 0.9922055
    PC25 > -0.7420362
    PC28 <= 3.464059
    ->  class 0\|1  [0.947]

Rule 20/37: (13.1, lift 11.3)
    PC3 <= 1.640775
    PC15 > 0.4854996
    PC18 <= -1.049598
    PC55 > 0.8615937
    PC78 <= 2.983765
    ->  class 0\|1  [0.934]

Rule 20/38: (126.7/8.3, lift 11.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC8 > -0.15241
    PC18 > 0.6268955
    PC32 <= 0.5839502
    PC35 <= 0.4313429
    PC41 <= -0.1593728
    PC60 > -0.831105
    PC66 <= 2.268621
    ->  class 0\|1  [0.928]

Rule 20/39: (142.1/9.9, lift 11.1)
    PC2 > 7.21755
    PC4 <= 8.431403
    PC13 <= 7.350446
    PC14 > -0.7200047
    PC17 > -0.5408114
    PC18 > 0.6268955
    PC25 > -1.016281
    PC28 <= 3.464059
    PC86 > -1.760347
    ->  class 0\|1  [0.924]

Rule 20/40: (11.2, lift 11.1)
    PC13 > 7.350446
    PC18 <= 4.696475
    PC35 <= -0.692161
    PC47 > -1.610874
    ->  class 0\|1  [0.924]

Rule 20/41: (45.7/3.6, lift 10.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC5 <= -0.6072232
    PC7 > -0.9678689
    PC13 > -1.817476
    PC14 > -0.7200047
    PC17 > -0.5408114
    PC18 > 0.6268955
    PC32 <= 0.5839502
    ->  class 0\|1  [0.903]

Rule 20/42: (23.3/1.5, lift 10.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC5 > -0.6072232
    PC8 > 0.2390275
    PC17 > -0.5408114
    PC32 <= 0.5839502
    PC60 > -0.831105
    PC86 > -1.760347
    ->  class 0\|1  [0.902]

Rule 20/43: (93.4/8.5, lift 10.9)
    PC3 <= 1.640775
    PC7 <= -0.9678689
    PC18 > 0.6268955
    PC19 <= 0.0132291
    PC86 > -1.760347
    ->  class 0\|1  [0.901]

Rule 20/44: (113.3/11, lift 10.8)
    PC2 > 2.5099
    PC2 <= 7.21755
    PC8 > -0.15241
    PC18 > 0.6268955
    PC26 > 0.5083948
    PC35 <= 0.4313429
    PC42 <= 1.557549
    PC45 <= 0.05149879
    ->  class 0\|1  [0.896]

Rule 20/45: (25.7/2.7, lift 10.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 7.350446
    PC17 > -0.5408114
    PC19 <= 0.0132291
    PC26 <= 0.5083948
    PC32 <= 0.5839502
    PC41 > -0.1593728
    PC42 <= 1.557549
    PC60 > -0.831105
    PC97 <= 0.2751642
    PC99 <= -0.5749127
    ->  class 0\|1  [0.868]

Rule 20/46: (5.3, lift 10.4)
    PC2 > 2.5099
    PC18 > -1.049598
    PC18 <= 0.6268955
    PC34 <= -5.047802
    ->  class 0\|1  [0.864]

Rule 20/47: (23.7/5.3, lift 9.1)
    PC2 > 2.5099
    PC4 <= 8.431403
    PC18 > 0.6268955
    PC19 > -0.00961022
    PC19 <= 0.0132291
    PC28 <= 3.464059
    PC86 > -1.760347
    PC97 <= 0.2751642
    ->  class 0\|1  [0.757]

Rule 20/48: (453.6/212.7, lift 6.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 <= 0.2633233
    PC10 <= -0.9303949
    PC18 > -1.049598
    PC18 <= 0.6268955
    ->  class 0\|1  [0.531]

Rule 20/49: (88.2, lift 10.1)
    PC10 <= -6.299334
    PC18 <= -1.049598
    PC30 > -4.280624
    PC55 <= 0.8615937
    ->  class 0\|2  [0.989]

Rule 20/50: (65.4, lift 10.1)
    PC3 <= 1.640775
    PC12 <= 0.2266692
    PC18 <= -1.049598
    PC39 > -0.9164563
    PC55 > 0.06975419
    PC62 > -0.1838314
    PC80 > 0.02681886
    PC84 > 0.2174529
    PC97 > -0.5422796
    ->  class 0\|2  [0.985]

Rule 20/51: (60.7, lift 10.1)
    PC2 > 2.5099
    PC18 > 0.6268955
    PC47 <= -1.610874
    ->  class 0\|2  [0.984]

Rule 20/52: (149.5/1.7, lift 10.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC8 <= 0.1238729
    PC10 > -0.9303949
    PC15 > -1.286711
    PC18 > -1.049598
    PC18 <= 0.6268955
    PC40 > -0.2674922
    PC86 > -2.468913
    ->  class 0\|2  [0.982]

Rule 20/53: (51.5, lift 10.1)
    PC3 <= 1.640775
    PC15 > 0.5183958
    PC18 > -1.91947
    PC18 <= -1.049598
    PC20 > -2.778113
    PC25 > -0.873342
    PC79 > -0.4765944
    ->  class 0\|2  [0.981]

Rule 20/54: (61.4/0.2, lift 10.1)
    PC2 > 2.5099
    PC18 > -1.91947
    PC18 <= -1.049598
    PC50 > -1.040529
    PC79 > 1.070597
    PC85 <= 1.50973
    ->  class 0\|2  [0.981]

Rule 20/55: (53.1/0.1, lift 10.0)
    PC2 > 2.5099
    PC16 <= 2.159213
    PC18 <= -1.049598
    PC41 <= 0.5409865
    PC43 <= -1.864601
    PC51 <= 0.8830279
    PC55 <= 0.8615937
    PC71 > -0.8878434
    ->  class 0\|2  [0.980]

Rule 20/56: (105.9/1.2, lift 10.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC10 <= -0.9303949
    PC18 > -1.049598
    PC18 <= 0.6268955
    PC32 <= -0.1149764
    PC37 <= 1.807821
    PC42 > -1.224649
    PC44 <= 0.714518
    PC87 <= 0.0461956
    ->  class 0\|2  [0.980]

Rule 20/57: (51.4/0.1, lift 10.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC14 > -0.4185468
    PC16 > -0.5220455
    PC18 > -1.91947
    PC18 <= 0.6268955
    PC50 > -1.040529
    PC59 <= 0.2868578
    PC79 > -0.4765944
    PC84 <= -0.4456665
    ->  class 0\|2  [0.979]

Rule 20/58: (40.8, lift 10.0)
    PC3 <= 1.640775
    PC18 > -1.91947
    PC18 <= -1.049598
    PC30 > 1.501975
    PC43 <= 1.773609
    PC55 <= 0.8615937
    PC78 <= 2.983765
    PC93 > -1.141158
    ->  class 0\|2  [0.977]

Rule 20/59: (103.1/1.4, lift 10.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC10 > -0.9303949
    PC18 > -1.049598
    PC18 <= 0.6268955
    PC21 <= 0.02657528
    PC40 <= -0.2674922
    PC68 > -0.1357042
    PC96 <= 0.05585186
    PC97 > -0.6303186
    ->  class 0\|2  [0.977]

Rule 20/60: (44.3, lift 10.0)
    PC3 <= 1.640775
    PC14 > -0.4185468
    PC18 > -1.91947
    PC18 <= -1.049598
    PC20 > -2.778113
    PC24 > -0.7558911
    PC35 <= 0.5047136
    PC43 > -1.864601
    PC43 <= 1.773609
    PC79 <= -0.4765944
    PC93 > -1.141158
    ->  class 0\|2  [0.976]

Rule 20/61: (80/1.4, lift 9.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 <= 8.36235
    PC6 <= 0.2633233
    PC14 > -0.4185468
    PC18 > -1.91947
    PC18 <= -1.049598
    PC20 > -2.778113
    PC24 <= -0.7558911
    PC54 <= 2.435971
    PC78 <= 2.983765
    PC93 > -1.141158
    ->  class 0\|2  [0.971]

Rule 20/62: (44.1/0.4, lift 9.9)
    PC2 > 2.5099
    PC18 <= -1.049598
    PC25 > -2.254268
    PC26 <= 1.473717
    PC39 > -0.9164563
    PC43 > -1.864601
    PC43 <= -0.6139552
    PC57 <= 0.6327963
    PC63 > -0.329086
    PC76 > -0.018371
    PC80 > 0.02681886
    PC97 > -0.5422796
    ->  class 0\|2  [0.969]

Rule 20/63: (50.3/0.7, lift 9.9)
    PC3 <= 1.640775
    PC12 > -1.966135
    PC18 <= -1.049598
    PC30 <= 2.93004
    PC34 > -0.004227358
    PC78 > 2.983765
    ->  class 0\|2  [0.968]

Rule 20/64: (26.4, lift 9.9)
    PC2 > 2.5099
    PC10 <= -0.9303949
    PC18 <= 0.6268955
    PC32 <= -0.1149764
    PC44 <= 0.714518
    PC65 <= -0.9363632
    ->  class 0\|2  [0.965]

Rule 20/65: (23.4, lift 9.8)
    PC3 <= 1.640775
    PC7 > -0.4641285
    PC18 <= -1.91947
    PC39 > -0.9164563
    PC57 <= 0.6327963
    PC62 > -0.1950396
    PC80 > 0.02681886
    PC82 > 0.07723904
    PC84 <= 0.2174529
    PC97 > -0.5422796
    ->  class 0\|2  [0.961]

Rule 20/66: (83.5/2.3, lift 9.8)
    PC2 > 2.5099
    PC10 <= -0.9303949
    PC18 > -1.049598
    PC18 <= -0.1412075
    PC32 <= -0.1149764
    PC37 <= 1.807821
    PC44 <= 0.714518
    PC95 <= -0.09116133
    ->  class 0\|2  [0.961]

Rule 20/67: (170.9/6.1, lift 9.8)
    PC7 <= -0.4641285
    PC18 <= -1.91947
    PC24 > -0.1268954
    PC43 <= 1.773609
    PC55 <= 0.8615937
    PC72 > -0.6206723
    PC74 <= 0.7994125
    ->  class 0\|2  [0.959]

Rule 20/68: (22.3, lift 9.8)
    PC2 > 2.5099
    PC7 > -0.4641285
    PC18 <= 0.6268955
    PC43 <= 1.773609
    PC54 <= 2.435971
    PC62 > -0.1950396
    PC80 > 0.02681886
    PC90 <= -1.080784
    PC97 > -0.5422796
    ->  class 0\|2  [0.959]

Rule 20/69: (50.8/1.2, lift 9.8)
    PC3 <= 1.640775
    PC18 <= -1.049598
    PC20 > -2.778113
    PC50 > -1.040529
    PC54 <= 2.435971
    PC78 > 1.011454
    PC78 <= 2.983765
    PC85 <= 1.50973
    ->  class 0\|2  [0.958]

Rule 20/70: (19.3, lift 9.8)
    PC2 > 2.5099
    PC18 <= -1.049598
    PC43 > 1.603265
    PC43 <= 1.773609
    ->  class 0\|2  [0.953]

Rule 20/71: (80.1/2.9, lift 9.8)
    PC3 <= 1.640775
    PC4 <= 8.36235
    PC18 <= -1.91947
    PC37 <= -0.7685974
    PC39 > -0.9164563
    PC54 <= 2.435971
    PC57 <= 1.377005
    PC85 <= 1.50973
    PC97 > -0.5422796
    ->  class 0\|2  [0.952]

Rule 20/72: (50.6/1.6, lift 9.7)
    PC3 <= 1.640775
    PC18 <= -1.049598
    PC26 > 1.473717
    PC43 <= 1.773609
    PC54 <= 2.435971
    PC85 <= 1.50973
    ->  class 0\|2  [0.950]

Rule 20/73: (51.5/1.8, lift 9.7)
    PC2 > 2.5099
    PC18 > -1.91947
    PC18 <= -1.049598
    PC35 > 0.5047136
    PC54 <= 2.435971
    ->  class 0\|2  [0.948]

Rule 20/74: (52.5/2.4, lift 9.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 <= 8.36235
    PC7 > -0.4641285
    PC12 <= 0.2266692
    PC18 <= 0.6268955
    PC55 <= 0.8615937
    PC62 > -0.1950396
    PC63 > -0.329086
    PC76 <= -0.018371
    PC80 > 0.02681886
    PC85 <= 1.50973
    PC97 > -0.5422796
    ->  class 0\|2  [0.938]

Rule 20/75: (110.9/5.9, lift 9.6)
    PC3 <= 1.640775
    PC16 > -0.5220455
    PC18 > -1.91947
    PC18 <= -1.049598
    PC20 > -2.778113
    PC25 > -0.873342
    PC43 > -1.864601
    PC43 <= 1.773609
    PC50 > -1.040529
    PC54 <= 2.435971
    PC59 > 0.2868578
    PC85 <= 1.50973
    PC93 > -1.141158
    ->  class 0\|2  [0.938]

Rule 20/76: (65/3.7, lift 9.5)
    PC6 <= 0.2633233
    PC18 <= -1.91947
    PC25 > -2.254268
    PC39 > -0.9164563
    PC43 > -1.864601
    PC54 <= 2.435971
    PC55 <= 0.8615937
    PC63 > 1.144177
    PC78 <= 2.983765
    PC82 <= 4.352963
    PC85 <= 1.50973
    PC97 > -0.5422796
    ->  class 0\|2  [0.929]

Rule 20/77: (23.8/0.8, lift 9.5)
    PC2 > 2.5099
    PC78 <= 2.983765
    PC82 > 4.352963
    PC85 <= 1.50973
    ->  class 0\|2  [0.929]

Rule 20/78: (12.8/0.2, lift 9.4)
    PC18 <= -1.91947
    PC62 > -0.1950396
    PC62 <= -0.1838314
    PC80 > 0.02681886
    ->  class 0\|2  [0.916]

Rule 20/79: (9.2, lift 9.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC9 <= -0.6699006
    PC16 <= -1.051826
    PC18 > -1.049598
    PC18 <= 0.6268955
    ->  class 0\|2  [0.911]

Rule 20/80: (72.9/5.8, lift 9.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC14 > -0.4185468
    PC18 <= -1.049598
    PC43 <= 1.773609
    PC55 <= 0.8615937
    PC71 > 0.7468492
    PC93 > -1.141158
    ->  class 0\|2  [0.909]

Rule 20/81: (42.7/3.4, lift 9.2)
    PC12 <= 0.2266692
    PC18 <= -1.91947
    PC39 > -0.9164563
    PC57 > 0.6327963
    PC62 > -0.1950396
    PC63 > -0.329086
    PC78 <= 2.983765
    PC80 > 0.02681886
    PC97 > -0.5422796
    ->  class 0\|2  [0.901]

Rule 20/82: (43.4/3.6, lift 9.2)
    PC7 > -0.4641285
    PC25 <= -2.254268
    PC54 <= 2.435971
    PC82 <= 4.352963
    PC85 <= 1.50973
    PC97 > -0.5422796
    ->  class 0\|2  [0.898]

Rule 20/83: (44.4/4.4, lift 9.0)
    PC10 <= -0.9303949
    PC18 > -1.049598
    PC18 <= 0.6268955
    PC32 <= -0.1149764
    PC37 <= 1.807821
    PC39 > 0.6841573
    PC44 <= 0.714518
    ->  class 0\|2  [0.883]

Rule 20/84: (127.3/14.5, lift 9.0)
    PC4 > 8.36235
    PC10 > -6.214788
    PC13 > -7.462726
    PC18 <= -1.049598
    PC78 <= 2.983765
    ->  class 0\|2  [0.880]

Rule 20/85: (110/13.1, lift 9.0)
    PC3 <= 1.640775
    PC6 <= 0.2633233
    PC18 <= -1.91947
    PC25 > -2.254268
    PC39 > -0.9164563
    PC55 <= 0.8615937
    PC78 <= 2.983765
    PC85 <= 1.50973
    PC94 > 0.5189831
    PC97 > -0.5422796
    ->  class 0\|2  [0.874]

Rule 20/86: (5.7, lift 8.9)
    PC18 <= -1.049598
    PC63 > -0.329086
    PC63 <= -0.3223727
    PC80 > 0.02681886
    PC84 <= 0.2174529
    ->  class 0\|2  [0.870]

Rule 20/87: (54.9/6.6, lift 8.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 <= -1.049598
    PC41 > 0.5409865
    PC55 <= 0.8615937
    ->  class 0\|2  [0.866]

Rule 20/88: (39.3/5.2, lift 8.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC17 > 0.63545
    PC18 <= -1.91947
    PC43 <= 1.773609
    PC55 <= 0.8615937
    ->  class 0\|2  [0.851]

Rule 20/89: (28.4/3.7, lift 8.7)
    PC2 > 2.5099
    PC78 > 2.644923
    PC78 <= 2.983765
    ->  class 0\|2  [0.846]

Rule 20/90: (23.7/8.2, lift 6.6)
    PC3 <= 1.640775
    PC7 > -0.4641285
    PC18 <= -1.049598
    PC43 > -1.864601
    PC54 <= 2.435971
    PC57 > 1.377005
    PC85 <= 1.50973
    PC97 > -0.5422796
    ->  class 0\|2  [0.643]

Rule 20/91: (7807.7/5862, lift 2.6)
    PC2 > 2.5099
    ->  class 0\|2  [0.249]

Rule 20/92: (114.9, lift 10.9)
    PC3 <= 1.640775
    PC4 <= 8.36235
    PC7 > -0.4641285
    PC12 > 0.2266692
    PC18 <= -1.91947
    PC26 <= 1.473717
    PC37 > -0.7685974
    PC63 <= 1.144177
    PC94 <= 0.5189831
    PC97 > -0.5422796
    ->  class 0\|3  [0.991]

Rule 20/93: (14.5, lift 10.3)
    PC13 > 7.350446
    PC36 > 1.476349
    ->  class 0\|3  [0.939]

Rule 20/94: (90.4/5.6, lift 10.2)
    PC10 > -6.299334
    PC18 <= -1.91947
    PC24 > -0.1268954
    PC26 <= 1.473717
    PC43 > -1.864601
    PC43 <= 1.603265
    PC72 <= -0.6206723
    ->  class 0\|3  [0.928]

Rule 20/95: (24.6/1.3, lift 10.0)
    PC2 > 2.5099
    PC18 > 0.6268955
    PC42 <= -3.974739
    ->  class 0\|3  [0.915]

Rule 20/96: (175.7/14.8, lift 10.0)
    PC2 > 2.5099
    PC4 <= 8.36235
    PC7 > -0.4641285
    PC10 > -6.299334
    PC18 <= -1.91947
    PC55 <= 0.06975419
    PC57 <= 1.377005
    PC84 > 0.2174529
    ->  class 0\|3  [0.911]

Rule 20/97: (9.3, lift 9.9)
    PC13 > 7.350446
    PC18 > 0.6268955
    PC18 <= 4.696475
    PC47 > -1.610874
    PC94 <= -1.458151
    ->  class 0\|3  [0.906]

Rule 20/98: (16.7/4.6, lift 7.7)
    PC13 > 7.350446
    PC18 > 0.6268955
    PC18 <= 4.696475
    PC35 > -0.692161
    PC47 > -1.610874
    PC78 > 1.07967
    ->  class 0\|3  [0.700]

Rule 20/99: (3737.9/1987.7, lift 5.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 <= 0.6268955
    ->  class 0\|3  [0.468]

Rule 20/100: (201.3, lift 25.2)
    PC4 > 0.2128084
    PC6 <= -3.220215
    PC9 > 0.4176742
    PC68 <= 1.082112
    ->  class 1\|0  [0.995]

Rule 20/101: (72.6, lift 25.0)
    PC12 > 2.36335
    PC19 > 2.417467
    PC20 > -1.198926
    PC38 > -0.6336866
    PC62 > -0.1267689
    PC62 <= 0.8624977
    PC70 > -0.3503882
    PC83 > -0.435956
    PC90 <= 0.5921497
    ->  class 1\|0  [0.987]

Rule 20/102: (48.3, lift 24.8)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC25 > 0.6712267
    PC47 <= 1.121844
    ->  class 1\|0  [0.980]

Rule 20/103: (50.7/1, lift 24.4)
    PC1 > -0.1814509
    PC8 > -3.691019
    PC10 <= -0.2277466
    PC11 <= 2.038316
    PC15 <= -1.432336
    PC16 <= 0.3594292
    ->  class 1\|0  [0.963]

Rule 20/104: (57.9/1.4, lift 24.3)
    PC1 > -0.430681
    PC6 > -3.220215
    PC12 > 2.36335
    PC20 > -1.198926
    PC70 > -0.3503882
    PC77 > 0.2984072
    ->  class 1\|0  [0.959]

Rule 20/105: (154.7/5.8, lift 24.2)
    PC1 > -0.430681
    PC6 > -3.220215
    PC12 > 2.36335
    PC62 <= -0.1267689
    PC79 > -0.130122
    PC83 > -0.435956
    ->  class 1\|0  [0.957]

Rule 20/106: (16.4, lift 24.0)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 <= 0.09497605
    PC8 > -3.691019
    PC20 > 0.005959935
    PC48 > 0.4668388
    ->  class 1\|0  [0.946]

Rule 20/107: (10, lift 23.2)
    PC1 <= -0.1814509
    PC2 <= 2.5099
    PC3 > 0.5671026
    PC51 > 0.5906922
    PC84 > -0.3362926
    ->  class 1\|0  [0.917]

Rule 20/108: (7.9, lift 22.8)
    PC1 > -0.430681
    PC12 > 2.36335
    PC24 <= 4.605997
    PC62 > -0.1267689
    PC65 > -0.939934
    PC70 > -0.3503882
    PC77 <= -0.3992057
    PC83 > -0.435956
    ->  class 1\|0  [0.899]

Rule 20/109: (7.8, lift 22.6)
    PC2 <= 2.5099
    PC3 > 0.09497605
    PC16 <= 0.3594292
    PC47 <= 1.121844
    PC74 <= -1.909227
    PC85 > -0.5844463
    ->  class 1\|0  [0.894]

Rule 20/110: (7.2, lift 22.6)
    PC1 > -0.430681
    PC12 > 2.36335
    PC19 <= 2.417467
    PC65 <= -0.939934
    PC83 > -0.435956
    ->  class 1\|0  [0.891]

Rule 20/111: (213.9/33.4, lift 21.3)
    PC2 > 2.5099
    PC7 <= 10.40916
    PC16 <= -2.654427
    PC32 > -0.7099972
    PC47 > -0.3110164
    PC65 > -0.1389549
    PC91 <= 1.251355
    ->  class 1\|0  [0.841]

Rule 20/112: (118.3/29.8, lift 18.8)
    PC1 > -0.1814509
    PC3 > 0.09497605
    PC8 > -3.691019
    PC11 <= 2.038316
    PC16 <= 0.3594292
    PC47 <= 1.121844
    PC85 <= -0.5844463
    ->  class 1\|0  [0.744]

Rule 20/113: (65.6, lift 15.6)
    PC1 <= -0.1814509
    PC2 <= 2.5099
    PC3 > 0.5671026
    PC14 <= 0.5902118
    PC33 <= 0.01138587
    PC51 <= 0.5906922
    PC84 > -0.3362926
    ->  class 1\|1  [0.985]

Rule 20/114: (32.4, lift 15.4)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC6 <= -3.220215
    PC68 > 1.082112
    PC71 > -0.3947917
    ->  class 1\|1  [0.971]

Rule 20/115: (19.3, lift 15.1)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -2.654427
    PC47 <= -0.3110164
    ->  class 1\|1  [0.953]

Rule 20/116: (324.9/14.9, lift 15.1)
    PC1 > -0.1814509
    PC3 > 0.09497605
    PC6 > -3.220215
    PC8 > -3.691019
    PC10 > -0.2277466
    PC10 <= 1.738476
    PC11 <= 2.038316
    PC12 <= 2.36335
    PC16 <= 0.3594292
    PC19 <= 2.720151
    PC44 > -0.572118
    PC47 <= 1.121844
    PC74 > -1.909227
    PC85 > -0.5844463
    PC91 > -0.8076111
    PC97 > -1.045317
    ->  class 1\|1  [0.951]

Rule 20/117: (49/1.8, lift 15.0)
    PC1 > -0.1814509
    PC3 <= 0.09497605
    PC6 > -3.220215
    PC11 <= 1.189303
    PC12 <= 2.36335
    PC20 > 0.005959935
    PC48 <= 0.4668388
    ->  class 1\|1  [0.946]

Rule 20/118: (13.8, lift 14.9)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC4 <= 0.2128084
    PC6 <= -3.220215
    PC71 > -0.3947917
    ->  class 1\|1  [0.937]

Rule 20/119: (57.9/2.8, lift 14.9)
    PC1 > -0.1814509
    PC3 <= 0.09497605
    PC6 > -3.220215
    PC8 > -3.691019
    PC12 <= 2.36335
    PC20 > 0.005959935
    PC38 <= 0.04219424
    ->  class 1\|1  [0.937]

Rule 20/120: (97.8/5.4, lift 14.9)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC6 <= -3.220215
    PC9 <= 0.4176742
    PC71 > -0.3947917
    ->  class 1\|1  [0.936]

Rule 20/121: (56.3/2.8, lift 14.9)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -2.654427
    PC32 <= -0.7099972
    ->  class 1\|1  [0.935]

Rule 20/122: (132.9/9.9, lift 14.6)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -0.765205
    PC16 <= 0.9959877
    PC22 > -2.091307
    PC63 > -1.472456
    PC68 > -1.511296
    PC83 > -0.5520562
    ->  class 1\|1  [0.920]

Rule 20/123: (285.2/23.1, lift 14.6)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -2.654427
    PC16 <= -0.765205
    PC75 <= 1.12847
    ->  class 1\|1  [0.916]

Rule 20/124: (36.1/2.3, lift 14.5)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -2.654427
    PC65 <= -0.1389549
    ->  class 1\|1  [0.913]

Rule 20/125: (21.4/1.1, lift 14.5)
    PC1 > -0.430681
    PC6 > -3.220215
    PC12 > 2.36335
    PC20 <= -1.198926
    PC24 <= 4.605997
    PC70 > -0.3503882
    ->  class 1\|1  [0.910]

Rule 20/126: (9.1, lift 14.4)
    PC3 > 1.640775
    PC16 <= -2.654427
    PC91 > 1.251355
    ->  class 1\|1  [0.910]

Rule 20/127: (115.2/10.3, lift 14.4)
    PC1 > -0.1814509
    PC10 <= -0.2277466
    PC11 <= 2.038316
    PC15 > -1.432336
    PC16 <= 0.3594292
    PC74 > -1.909227
    PC85 > -0.5844463
    ->  class 1\|1  [0.904]

Rule 20/128: (26.8/2.3, lift 14.1)
    PC7 > 10.40916
    PC16 <= -2.654427
    ->  class 1\|1  [0.886]

Rule 20/129: (134.5/16, lift 13.9)
    PC1 > -0.430681
    PC12 > 2.36335
    PC19 <= 2.417467
    PC24 <= 4.605997
    PC62 > -0.1267689
    PC65 > -0.939934
    PC77 > -0.3992057
    PC77 <= 0.2984072
    ->  class 1\|1  [0.876]

Rule 20/130: (4, lift 13.2)
    PC1 > 16.45006
    PC6 <= -3.220215
    PC71 <= -0.3947917
    ->  class 1\|1  [0.832]

Rule 20/131: (8.8/2.3, lift 11.0)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC6 > -3.220215
    PC8 > -3.691019
    PC12 > 2.36335
    PC83 <= -0.435956
    ->  class 1\|1  [0.695]

Rule 20/132: (102.3/50.8, lift 8.0)
    PC1 > -0.430681
    PC12 > 2.36335
    PC79 <= -0.130122
    ->  class 1\|1  [0.503]

Rule 20/133: (177.4/93, lift 7.6)
    PC1 > 9.174034
    PC3 <= 0.09497605
    PC6 > -3.220215
    PC8 > -3.691019
    ->  class 1\|1  [0.476]

Rule 20/134: (132.8, lift 16.4)
    PC1 > -0.430681
    PC3 > 0.09497605
    PC9 > -1.497579
    PC11 > 2.038316
    PC12 <= 2.36335
    PC16 <= 0.3594292
    ->  class 1\|2  [0.993]

Rule 20/135: (93.8, lift 16.4)
    PC1 > -0.430681
    PC3 > 0.09497605
    PC11 > 2.038316
    PC45 <= -0.4031202
    ->  class 1\|2  [0.990]

Rule 20/136: (78.3, lift 16.3)
    PC2 <= 2.5099
    PC5 <= -6.396301
    PC6 > -3.220215
    PC16 > 0.3594292
    PC94 > -0.7493104
    ->  class 1\|2  [0.988]

Rule 20/137: (83.8, lift 16.4)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > 0.09497605
    PC11 <= -0.6417128
    PC12 <= 2.36335
    PC16 > 0.3594292
    PC38 <= 0.1618792
    PC43 > -0.5683967
    PC56 > -0.3528579
    PC68 <= 0.9922628
    ->  class 1\|2  [0.988]

Rule 20/138: (72.5, lift 16.3)
    PC1 > -0.430681
    PC3 > 0.09497605
    PC8 <= 2.247697
    PC10 <= 1.753686
    PC12 > -1.937268
    PC16 > 0.3594292
    PC38 <= 0.1618792
    PC40 > 0.7768936
    ->  class 1\|2  [0.987]

Rule 20/139: (59.4, lift 16.3)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC10 > 1.738476
    PC12 <= 2.36335
    PC16 <= 0.3594292
    ->  class 1\|2  [0.984]

Rule 20/140: (105.3/1, lift 16.3)
    PC1 > -0.430681
    PC2 <= 2.29591
    PC3 > 0.09497605
    PC10 <= 1.753686
    PC12 > -1.937268
    PC16 > 0.3594292
    PC38 <= 0.1618792
    PC43 > -0.5683967
    PC44 <= 0.5674319
    PC61 > -0.2370328
    PC68 <= 0.9922628
    ->  class 1\|2  [0.982]

Rule 20/141: (47.1, lift 16.2)
    PC3 > 0.09497605
    PC11 > 2.038316
    PC12 <= 2.36335
    PC16 <= 0.3594292
    PC18 <= -0.4437454
    ->  class 1\|2  [0.980]

Rule 20/142: (156.2/2.2, lift 16.2)
    PC1 > -0.430681
    PC3 > 0.09497605
    PC8 > 2.247697
    PC12 <= 2.36335
    PC16 > 0.3594292
    ->  class 1\|2  [0.980]

Rule 20/143: (45.6, lift 16.2)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > 0.09497605
    PC12 > -1.937268
    PC12 <= 2.36335
    PC16 > 0.3594292
    PC44 <= 0.5674319
    PC46 > 1.507801
    ->  class 1\|2  [0.979]

Rule 20/144: (45.5, lift 16.2)
    PC6 > 10.13219
    PC38 > 0.1618792
    ->  class 1\|2  [0.979]

Rule 20/145: (25.3, lift 16.0)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > 0.9959877
    PC24 > 0.4023193
    ->  class 1\|2  [0.963]

Rule 20/146: (42.6/0.7, lift 15.9)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC8 > -3.691019
    PC38 > 0.1618792
    PC44 <= 0.5674319
    PC98 <= -0.7135239
    ->  class 1\|2  [0.962]

Rule 20/147: (23.9, lift 15.9)
    PC2 <= 2.5099
    PC3 > 0.09497605
    PC4 > 0.8575985
    PC16 > 0.3594292
    ->  class 1\|2  [0.961]

Rule 20/148: (128.6/4.6, lift 15.8)
    PC2 > 2.5099
    PC6 <= -3.673249
    PC15 > -1.599951
    PC16 > 0.9959877
    ->  class 1\|2  [0.957]

Rule 20/149: (19.4, lift 15.8)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -2.654427
    PC68 <= -1.511296
    ->  class 1\|2  [0.953]

Rule 20/150: (53.2/1.7, lift 15.7)
    PC2 <= 2.5099
    PC3 > 0.09497605
    PC10 > -0.2277466
    PC16 <= 0.3594292
    PC25 <= 0.6712267
    PC97 <= -1.045317
    ->  class 1\|2  [0.950]

Rule 20/151: (18, lift 15.7)
    PC2 <= 2.5099
    PC24 > 4.605997
    ->  class 1\|2  [0.950]

Rule 20/152: (16.9, lift 15.7)
    PC1 > -0.1814509
    PC8 > -3.691019
    PC94 > 1.787622
    ->  class 1\|2  [0.947]

Rule 20/153: (15, lift 15.6)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -2.654427
    PC16 <= 0.9959877
    PC83 <= -0.5520562
    ->  class 1\|2  [0.941]

Rule 20/154: (28.6/0.9, lift 15.6)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > 0.09497605
    PC11 <= 2.038316
    PC12 <= 2.36335
    PC16 <= 0.3594292
    PC47 > 1.121844
    ->  class 1\|2  [0.939]

Rule 20/155: (20.8/0.4, lift 15.5)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > 0.09497605
    PC10 > -0.2277466
    PC11 <= 2.038316
    PC12 <= 2.36335
    PC16 <= 0.3594292
    PC44 <= -0.572118
    PC74 > -1.909227
    ->  class 1\|2  [0.937]

Rule 20/156: (13.4, lift 15.5)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -0.765205
    PC16 <= 0.9959877
    PC63 <= -1.472456
    ->  class 1\|2  [0.935]

Rule 20/157: (79.2/4.6, lift 15.4)
    PC1 > -0.430681
    PC3 <= 0.09497605
    PC6 > -3.220215
    PC11 > 1.189303
    PC12 <= 2.36335
    PC20 > 0.005959935
    PC38 > 0.04219424
    PC71 > -0.9794831
    ->  class 1\|2  [0.931]

Rule 20/158: (16.1/0.3, lift 15.4)
    PC2 <= 2.5099
    PC16 > 8.685221
    PC44 <= 0.5674319
    ->  class 1\|2  [0.927]

Rule 20/159: (104.9/7.4, lift 15.3)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > 0.09497605
    PC12 <= 2.36335
    PC16 > 0.3594292
    PC68 > 0.9922628
    ->  class 1\|2  [0.921]

Rule 20/160: (42.6/4, lift 14.7)
    PC1 > -0.430681
    PC8 <= -3.691019
    PC19 <= -1.607163
    ->  class 1\|2  [0.889]

Rule 20/161: (6.7, lift 14.7)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > 0.9959877
    PC41 > 0.3344701
    ->  class 1\|2  [0.885]

Rule 20/162: (6.7, lift 14.6)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= 0.9959877
    PC22 <= -2.091307
    ->  class 1\|2  [0.884]

Rule 20/163: (68.1/10.3, lift 13.9)
    PC11 <= -0.6417128
    PC38 <= 0.1618792
    PC44 <= 0.5674319
    PC54 > 0.8107938
    PC57 > 0.4168252
    PC76 > 0.940635
    ->  class 1\|2  [0.839]

Rule 20/164: (29.1/4.8, lift 13.5)
    PC1 > -0.1814509
    PC3 > 0.09497605
    PC12 <= 2.36335
    PC19 > 2.720151
    PC74 > -1.909227
    ->  class 1\|2  [0.814]

Rule 20/165: (15.2/3.2, lift 12.5)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC16 <= 0.3594292
    PC91 <= -0.8076111
    ->  class 1\|2  [0.753]

Rule 20/166: (8.5/1.8, lift 12.1)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC6 > -3.220215
    PC16 > 0.3594292
    PC30 <= -0.3951567
    PC38 > 0.1618792
    ->  class 1\|2  [0.728]

Rule 20/167: (13.4/6, lift 9.1)
    PC1 > -0.430681
    PC1 <= -0.1814509
    PC2 <= 2.5099
    PC3 > 0.5671026
    PC84 <= -0.3362926
    ->  class 1\|2  [0.549]

Rule 20/168: (69, lift 17.3)
    PC2 > 2.5099
    PC3 > 1.640775
    PC3 <= 9.796835
    PC6 > -3.673249
    PC16 > 0.9959877
    PC24 <= 0.4023193
    PC41 <= 0.3344701
    ->  class 1\|3  [0.986]

Rule 20/169: (92.2/2, lift 17.0)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > 0.09497605
    PC8 > -3.691019
    PC9 <= -1.497579
    PC16 <= 0.3594292
    PC18 > -0.4437454
    PC45 > -0.4031202
    ->  class 1\|3  [0.968]

Rule 20/170: (5.4, lift 15.2)
    PC5 <= -6.396301
    PC6 > -3.220215
    PC94 <= -0.7493104
    ->  class 1\|3  [0.864]

Rule 20/171: (4.2, lift 14.7)
    PC1 <= -0.1814509
    PC2 <= 2.5099
    PC3 > 0.5671026
    PC14 <= 0.5902118
    PC33 > 0.01138587
    ->  class 1\|3  [0.838]

Rule 20/172: (9.6/1.1, lift 14.3)
    PC2 > 2.5099
    PC6 <= -3.673249
    PC15 <= -1.599951
    ->  class 1\|3  [0.817]

Rule 20/173: (849.3/323, lift 10.9)
    PC1 > -0.1814509
    PC2 <= 2.5099
    PC3 > 0.3542223
    PC5 > -6.396301
    PC8 <= 2.247697
    PC12 <= 2.36335
    PC16 > 0.3594292
    ->  class 1\|3  [0.619]

Rule 20/174: (12/4.4, lift 10.8)
    PC1 > -0.430681
    PC6 > -3.220215
    PC12 > 2.36335
    PC70 <= -0.3503882
    ->  class 1\|3  [0.617]

Rule 20/175: (75.1, lift 13.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC10 <= -0.1320915
    PC68 > 1.243287
    ->  class 2\|0  [0.987]

Rule 20/176: (27.2/0.4, lift 13.2)
    PC1 <= -0.430681
    PC8 > 0.4910623
    PC10 > -0.1320915
    PC18 > -0.604198
    PC29 <= 0.3459832
    PC31 <= -0.3620278
    PC44 > 0.6074791
    ->  class 2\|0  [0.953]

Rule 20/177: (13.5, lift 13.0)
    PC1 > -0.1814509
    PC1 <= 16.45006
    PC2 <= 2.5099
    PC6 <= -3.220215
    PC63 <= 0.01857104
    PC68 <= 2.338369
    PC71 <= -0.3947917
    ->  class 2\|0  [0.936]

Rule 20/178: (51.7/2.5, lift 12.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC8 <= 2.35718
    PC10 <= -0.1320915
    PC83 > 0.3051622
    ->  class 2\|0  [0.934]

Rule 20/179: (13.2, lift 12.9)
    PC1 <= -0.430681
    PC8 > 0.4910623
    PC8 <= 2.35718
    PC10 > -0.1320915
    PC10 <= -0.05435297
    PC22 > -0.7661651
    PC44 > 0.6074791
    ->  class 2\|0  [0.934]

Rule 20/180: (50.8/3.5, lift 12.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC8 <= 2.35718
    PC10 <= -0.1320915
    PC34 > -0.4251436
    PC55 <= -0.6683735
    ->  class 2\|0  [0.914]

Rule 20/181: (54/10.5, lift 11.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC8 <= 2.35718
    PC10 <= -0.1320915
    PC34 <= -0.4251436
    ->  class 2\|0  [0.795]

Rule 20/182: (49.2/14.2, lift 9.7)
    PC1 > -0.1814509
    PC3 <= 0.09497605
    PC6 > -3.220215
    PC8 > 0.05853367
    PC20 <= 0.005959935
    ->  class 2\|0  [0.704]

Rule 20/183: (1335.3/814.7, lift 5.4)
    PC1 > -0.430681
    PC1 <= -0.1814509
    PC2 <= 2.5099
    ->  class 2\|0  [0.390]

Rule 20/184: (1951/1218.3, lift 5.2)
    PC8 > 2.35718
    ->  class 2\|0  [0.376]

Rule 20/185: (159.9, lift 9.4)
    PC1 <= -0.430681
    PC8 > 2.35718
    PC42 > -0.4168515
    PC45 > -0.1582991
    PC60 <= -0.4655866
    PC86 <= 0.2565213
    ->  class 2\|1  [0.994]

Rule 20/186: (372/1.6, lift 9.4)
    PC1 <= -0.430681
    PC8 > 2.35718
    PC20 > -0.0214092
    PC21 <= 2.290947
    PC23 <= 1.600178
    PC32 <= 1.867014
    PC90 <= 0.8417006
    ->  class 2\|1  [0.993]

Rule 20/187: (106.4, lift 9.3)
    PC1 <= -0.430681
    PC8 > 1.582128
    PC8 <= 2.35718
    PC10 > -0.1320915
    PC22 > -1.809871
    PC29 <= 0.164076
    PC32 <= 0.3221932
    PC44 <= 0.6074791
    PC81 <= 0.2532581
    ->  class 2\|1  [0.991]

Rule 20/188: (109.2, lift 9.3)
    PC8 > 2.35718
    PC12 <= -1.731584
    PC60 > -0.4655866
    ->  class 2\|1  [0.991]

Rule 20/189: (131.5/0.2, lift 9.3)
    PC1 <= -0.430681
    PC8 > 2.35718
    PC19 > 0.9190619
    PC42 > -0.4168515
    ->  class 2\|1  [0.991]

Rule 20/190: (85, lift 9.3)
    PC1 <= 16.45006
    PC2 <= 2.5099
    PC6 <= -3.220215
    PC8 > -3.691019
    PC44 > 0.6049024
    PC63 > 0.01857104
    PC90 <= 0.7072237
    ->  class 2\|1  [0.989]

Rule 20/191: (78, lift 9.3)
    PC1 <= -0.430681
    PC8 > 2.35718
    PC56 > 0.5350927
    ->  class 2\|1  [0.988]

Rule 20/192: (134.8/1.1, lift 9.3)
    PC1 <= -0.430681
    PC7 <= 1.833214
    PC8 > 2.35718
    PC94 > 0.6375489
    ->  class 2\|1  [0.984]

Rule 20/193: (94/0.7, lift 9.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC8 <= 2.35718
    PC34 > 0.7806028
    PC56 > -0.2942855
    ->  class 2\|1  [0.983]

Rule 20/194: (229.4/3.2, lift 9.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC8 <= 2.35718
    PC10 <= -0.1320915
    PC20 <= 0.224894
    PC34 > -0.4251436
    PC36 > -0.1523091
    PC55 > -0.6683735
    PC72 <= 0.6482056
    PC73 <= 0.3575862
    PC83 <= 0.3051622
    PC92 <= 0.3058287
    ->  class 2\|1  [0.982]

Rule 20/195: (54.6, lift 9.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC46 > -0.7242223
    PC60 <= -1.92327
    ->  class 2\|1  [0.981]

Rule 20/196: (155.6/2.1, lift 9.2)
    PC4 > -0.2334258
    PC4 <= 0.25686
    PC8 > 0.05177427
    PC8 <= 2.35718
    PC10 > -0.1320915
    PC22 > -1.809871
    PC32 > 0.3221932
    PC44 <= 0.6074791
    PC48 > -0.3006407
    PC56 > -0.1753164
    PC93 <= 0.653926
    ->  class 2\|1  [0.981]

Rule 20/197: (45.4, lift 9.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC4 <= -0.4762218
    PC8 > -0.2273773
    PC8 <= 2.35718
    ->  class 2\|1  [0.979]

Rule 20/198: (35.3, lift 9.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC10 > -0.1320915
    PC44 <= 0.6074791
    PC60 > 1.662068
    ->  class 2\|1  [0.973]

Rule 20/199: (50.8/0.4, lift 9.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -3.393956
    PC12 > 4.619146
    PC73 <= -1.171701
    ->  class 2\|1  [0.973]

Rule 20/200: (33.5, lift 9.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC8 <= 2.35718
    PC38 > 0.978694
    ->  class 2\|1  [0.972]

Rule 20/201: (32.9, lift 9.1)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC44 <= 0.6074791
    PC46 > -0.7242223
    PC100 <= -1.093934
    ->  class 2\|1  [0.971]

Rule 20/202: (52/0.8, lift 9.1)
    PC1 <= -0.430681
    PC8 > 2.35718
    PC8 <= 2.830229
    PC15 > 0.5307523
    PC42 > -0.4168515
    PC54 > -2.008829
    ->  class 2\|1  [0.967]

Rule 20/203: (86.1/2.4, lift 9.1)
    PC2 <= 2.5099
    PC6 <= 1.302703
    PC8 > -0.2273773
    PC10 > -0.1320915
    PC22 > -1.809871
    PC29 <= 0.164076
    PC32 <= 0.3221932
    PC59 > 0.5363603
    PC60 > -1.92327
    ->  class 2\|1  [0.962]

Rule 20/204: (22.4, lift 9.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC29 > 0.164076
    PC44 <= 0.6074791
    PC46 > -0.7242223
    PC90 > 0.4280455
    ->  class 2\|1  [0.959]

Rule 20/205: (19.9, lift 9.0)
    PC8 > -3.393956
    PC9 > 11.4065
    PC45 <= -0.1188903
    PC57 > -0.1242303
    ->  class 2\|1  [0.954]

Rule 20/206: (19.3, lift 9.0)
    PC1 <= -0.430681
    PC8 > -0.2273773
    PC8 <= 2.35718
    PC19 <= -2.222144
    PC22 > -1.809871
    PC44 <= 0.6074791
    ->  class 2\|1  [0.953]

Rule 20/207: (81.6/2.9, lift 9.0)
    PC4 <= 0.25686
    PC8 > 0.4910623
    PC8 <= 2.35718
    PC10 > -0.05435297
    PC22 > -0.7661651
    PC29 <= 0.3459832
    PC31 > -0.3620278
    PC44 > 0.6074791
    ->  class 2\|1  [0.953]

Rule 20/208: (18, lift 8.9)
    PC1 <= -0.430681
    PC8 > 2.35718
    PC71 > 0.9115143
    ->  class 2\|1  [0.950]

Rule 20/209: (264.4/12.5, lift 8.9)
    PC1 <= -0.430681
    PC8 > 2.35718
    PC14 > -1.796703
    PC33 <= 0.4907209
    PC42 <= -0.4168515
    PC80 > -0.5326662
    ->  class 2\|1  [0.949]

Rule 20/210: (16.1, lift 8.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC8 <= 2.35718
    PC32 <= 0.3221932
    PC44 <= 0.6074791
    PC46 <= -0.7242223
    PC56 > -0.2942855
    ->  class 2\|1  [0.942]

Rule 20/211: (77.4/4.2, lift 8.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC6 <= 1.302703
    PC8 > -0.2273773
    PC8 <= 2.35718
    PC10 > -0.1320915
    PC37 > 0.1903535
    PC44 <= 0.6074791
    PC56 > -0.2942855
    PC87 > -0.5454791
    PC87 <= 0.2906899
    ->  class 2\|1  [0.934]

Rule 20/212: (40.1/1.9, lift 8.8)
    PC8 > -0.2273773
    PC31 > 1.688982
    PC56 > -0.2942855
    PC60 > -1.92327
    ->  class 2\|1  [0.930]

Rule 20/213: (46.4/2.7, lift 8.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC19 <= 0.9190619
    PC20 <= -0.0214092
    PC54 <= -2.008829
    PC71 <= 0.9115143
    PC94 <= 0.6375489
    ->  class 2\|1  [0.923]

Rule 20/214: (27.8/2, lift 8.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC19 <= 2.037786
    PC34 > 0.6044881
    PC57 <= -0.1242303
    ->  class 2\|1  [0.901]

Rule 20/215: (134.9/12.9, lift 8.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC8 <= 2.35718
    PC10 > -0.1320915
    PC40 <= 0.09058216
    PC44 <= 0.6074791
    PC56 <= -0.2942855
    PC95 <= 0.337276
    PC100 > -0.7162846
    ->  class 2\|1  [0.899]

Rule 20/216: (21.5/1.4, lift 8.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC8 <= 2.35718
    PC22 <= -0.7661651
    PC44 > 0.6074791
    PC84 > 0.2782282
    ->  class 2\|1  [0.897]

Rule 20/217: (59.9/5.5, lift 8.4)
    PC2 <= 2.5099
    PC4 > -0.4762218
    PC4 <= 0.25686
    PC6 <= 1.302703
    PC8 > -0.2273773
    PC10 > -0.1320915
    PC32 <= 0.3221932
    PC39 <= -0.1683943
    PC44 <= 0.6074791
    PC46 > -0.7242223
    PC56 > -0.2942855
    PC87 > -0.5454791
    PC87 <= 0.2906899
    ->  class 2\|1  [0.894]

Rule 20/218: (65.5/6.2, lift 8.4)
    PC1 <= -0.430681
    PC8 > 2.35718
    PC9 <= -1.731228
    PC75 > 0.28322
    ->  class 2\|1  [0.894]

Rule 20/219: (7.2, lift 8.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC22 > -1.809871
    PC22 <= -1.803254
    ->  class 2\|1  [0.891]

Rule 20/220: (83/8.5, lift 8.4)
    PC2 <= 2.5099
    PC4 > -0.4762218
    PC4 <= 0.25686
    PC6 <= 1.302703
    PC8 > -0.2273773
    PC8 <= 2.35718
    PC10 > -0.1320915
    PC22 > -1.809871
    PC29 <= 0.164076
    PC32 <= 0.3221932
    PC56 > -0.2942855
    PC81 > -0.566759
    PC87 > 0.2906899
    ->  class 2\|1  [0.889]

Rule 20/221: (36.4/3.3, lift 8.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC18 > -0.604198
    PC56 > -0.2942855
    PC100 > 1.709504
    ->  class 2\|1  [0.888]

Rule 20/222: (43.3/4.7, lift 8.2)
    PC1 > -0.430681
    PC1 <= -0.1814509
    PC2 <= 2.5099
    PC56 > 0.2645048
    PC83 <= 0.04517023
    ->  class 2\|1  [0.874]

Rule 20/223: (28/3.7, lift 7.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC9 <= 11.4065
    PC57 > -0.1242303
    PC60 <= 2.52162
    PC63 > 0.05082405
    PC86 > 0.9986027
    ->  class 2\|1  [0.843]

Rule 20/224: (34.1/5.4, lift 7.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC4 > 0.25686
    PC8 > -0.2273773
    ->  class 2\|1  [0.824]

Rule 20/225: (24.7/8.8, lift 5.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC3 <= -1.439273
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC19 > -2.848473
    PC57 > -0.1242303
    ->  class 2\|1  [0.631]

Rule 20/226: (264.9/0.8, lift 10.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC12 <= 4.619146
    PC15 <= 3.836274
    PC19 > -2.848473
    PC26 > -2.241416
    PC32 <= 1.917393
    PC33 <= 0.3863824
    PC44 <= -0.5666348
    PC53 <= 2.09628
    PC57 <= -0.1242303
    PC76 <= 0.6715252
    ->  class 2\|2  [0.993]

Rule 20/227: (64, lift 10.8)
    PC3 > -1.439273
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC9 > 11.4065
    PC32 <= 1.590739
    PC45 > -0.1188903
    PC57 > -0.1242303
    ->  class 2\|2  [0.985]

Rule 20/228: (60.7, lift 10.8)
    PC1 <= -0.430681
    PC3 > -1.439273
    PC7 > -1.31561
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC11 > -4.669395
    PC12 <= 4.16538
    PC19 > -2.848473
    PC32 <= 1.590739
    PC34 <= 0.8711041
    PC35 <= 1.038348
    PC57 > -0.1242303
    PC57 <= 0.04143316
    PC63 > 0.05082405
    ->  class 2\|2  [0.984]

Rule 20/229: (58.4/0.2, lift 10.8)
    PC2 <= 2.5099
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC12 <= 4.619146
    PC19 > -2.848473
    PC35 <= 1.038348
    PC60 <= 2.52162
    PC63 > 0.05082405
    PC65 <= -0.999844
    ->  class 2\|2  [0.981]

Rule 20/230: (35.3, lift 10.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC29 <= 0.2792483
    PC34 > 0.1591562
    PC44 <= -0.7164707
    PC48 <= 0.2803785
    PC57 > -0.1242303
    ->  class 2\|2  [0.973]

Rule 20/231: (264.2/6.5, lift 10.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC12 <= 4.619146
    PC15 <= 3.836274
    PC26 > -2.241416
    PC32 <= 1.917393
    PC33 <= 0.3863824
    PC34 <= 0.6044881
    PC35 <= 0.7510934
    PC53 <= 2.09628
    PC57 <= -0.1242303
    PC76 <= 0.6715252
    ->  class 2\|2  [0.972]

Rule 20/232: (31.8, lift 10.7)
    PC1 > -0.430681
    PC1 <= 9.174034
    PC2 <= 2.5099
    PC3 <= 0.09497605
    PC6 > -3.220215
    PC8 > -3.691019
    PC8 <= 0.05853367
    PC20 <= 0.005959935
    PC30 > -0.01650072
    ->  class 2\|2  [0.970]

Rule 20/233: (147.9/3.5, lift 10.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC7 > -0.5342247
    PC8 <= -0.2273773
    PC13 > -0.3736302
    PC19 > -2.848473
    PC32 <= 1.590739
    PC44 <= -0.7164707
    PC48 <= 0.2803785
    ->  class 2\|2  [0.970]

Rule 20/234: (30.4, lift 10.7)
    PC1 <= -0.430681
    PC8 <= -0.2273773
    PC19 > 2.037786
    PC34 > 0.6044881
    PC57 <= -0.1242303
    ->  class 2\|2  [0.969]

Rule 20/235: (178.2/4.7, lift 10.6)
    PC1 <= -0.430681
    PC4 <= 0.25686
    PC6 > 1.302703
    PC8 > -0.2273773
    PC8 <= 1.821823
    PC31 <= 1.688982
    PC32 <= 0.3221932
    PC46 > -0.7242223
    PC100 <= 1.709504
    ->  class 2\|2  [0.968]

Rule 20/236: (36.5/0.3, lift 10.6)
    PC2 <= 2.5099
    PC4 <= 0.25686
    PC8 > -0.2273773
    PC8 <= 2.35718
    PC10 > -0.1320915
    PC22 <= -0.7661651
    PC44 > 0.6074791
    PC84 <= 0.2782282
    ->  class 2\|2  [0.967]

Rule 20/237: (50.5/1, lift 10.6)
    PC2 <= 2.5099
    PC3 > -1.439273
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC44 > -0.7164707
    PC63 <= 0.05082405
    PC94 <= -1.620418
    ->  class 2\|2  [0.962]

Rule 20/238: (19.2, lift 10.5)
    PC1 > -0.430681
    PC1 <= 9.174034
    PC2 <= 2.5099
    PC3 <= 0.09497605
    PC8 > -3.691019
    PC30 <= -0.01650072
    PC64 > 0.842217
    ->  class 2\|2  [0.953]

Rule 20/239: (19.1, lift 10.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -3.393956
    PC12 <= 4.619146
    PC13 <= -0.3736302
    PC32 <= 1.590739
    PC34 <= 0.1591562
    PC44 <= -0.7164707
    PC48 <= 0.2803785
    PC63 <= 0.05082405
    ->  class 2\|2  [0.952]

Rule 20/240: (18.9/0.2, lift 10.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC3 > -1.439273
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC29 > 0.2792483
    PC53 > 0.3247325
    ->  class 2\|2  [0.944]

Rule 20/241: (76.4/4.4, lift 10.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC3 > -1.439273
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC32 <= 1.590739
    PC48 > 0.2803785
    PC57 > -0.1242303
    PC63 <= 0.05082405
    PC89 <= 0.1459328
    ->  class 2\|2  [0.931]

Rule 20/242: (10.2, lift 10.1)
    PC1 > -0.430681
    PC1 <= -0.1814509
    PC2 <= -3.378576
    PC56 <= 0.2645048
    PC83 <= 0.04517023
    ->  class 2\|2  [0.918]

Rule 20/243: (166/14.8, lift 10.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC7 > -1.31561
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC11 > -4.669395
    PC12 <= 4.619146
    PC29 <= 0.2792483
    PC32 <= 0.4385756
    PC34 <= 0.8711041
    PC35 <= 1.038348
    PC52 <= 0.155419
    PC54 <= 1.036056
    PC57 > -0.1242303
    PC62 > -0.8809844
    PC63 > 0.05082405
    PC71 <= 0.3206535
    PC96 > -1.043172
    ->  class 2\|2  [0.906]

Rule 20/244: (8.5, lift 9.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC32 > 1.579936
    PC32 <= 1.590739
    ->  class 2\|2  [0.904]

Rule 20/245: (17/0.9, lift 9.9)
    PC1 <= -0.430681
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC19 <= -2.848473
    PC60 <= -0.2710989
    ->  class 2\|2  [0.899]

Rule 20/246: (14.5/0.9, lift 9.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC32 > 1.590739
    PC90 <= -0.4796296
    ->  class 2\|2  [0.884]

Rule 20/247: (5.9, lift 9.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC10 <= -0.1320915
    PC20 > 0.224894
    ->  class 2\|2  [0.874]

Rule 20/248: (62.2/7.2, lift 9.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC11 > -2.614478
    PC19 > -2.848473
    PC31 > -0.7073842
    PC32 <= 1.590739
    PC44 > -0.7164707
    PC63 <= 0.05082405
    PC82 > 0.1109711
    ->  class 2\|2  [0.873]

Rule 20/249: (17.5/3.1, lift 8.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -0.2273773
    PC22 <= -2.560901
    PC46 > 0.413817
    ->  class 2\|2  [0.791]

Rule 20/250: (34.8/7.4, lift 8.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC7 <= -1.31561
    PC8 > -3.393956
    PC32 <= 1.590739
    PC57 > -0.1242303
    ->  class 2\|2  [0.772]

Rule 20/251: (1356.6/688.9, lift 5.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC4 <= 0.25686
    PC8 > -0.2273773
    PC8 <= 2.35718
    PC10 > -0.1320915
    PC18 > -0.604198
    PC44 <= 0.6074791
    ->  class 2\|2  [0.492]

Rule 20/252: (111.2/61.4, lift 4.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC8 <= 2.35718
    PC44 <= 0.6074791
    PC100 <= -0.7162846
    ->  class 2\|2  [0.449]

Rule 20/253: (821.9/601.4, lift 3.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC55 > -0.6683735
    PC72 > 0.6482056
    ->  class 2\|2  [0.269]

Rule 20/254: (6541.1/5572.1, lift 1.6)
    PC8 <= -0.2273773
    PC34 <= 0.8711041
    ->  class 2\|2  [0.148]

Rule 20/255: (152.7, lift 8.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC7 > -1.31561
    PC8 <= -0.2273773
    PC9 <= 11.4065
    PC11 > -2.614478
    PC19 > -2.848473
    PC31 <= -0.7073842
    PC32 <= 1.590739
    PC43 > -0.9166617
    PC48 <= 0.2803785
    PC57 > -0.1242303
    PC94 > -1.620418
    ->  class 2\|3  [0.994]

Rule 20/256: (138, lift 8.6)
    PC2 <= 2.5099
    PC8 <= -3.393956
    PC53 <= 2.482198
    PC74 <= -0.8870361
    ->  class 2\|3  [0.993]

Rule 20/257: (123.6, lift 8.6)
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC11 > -4.669395
    PC11 <= -2.614478
    PC19 > -2.848473
    PC22 <= -0.3881056
    PC57 > -0.1242303
    PC63 <= 0.05082405
    PC80 <= 0.6543869
    ->  class 2\|3  [0.992]

Rule 20/258: (102.9, lift 8.6)
    PC2 <= 2.5099
    PC8 <= -3.393956
    PC45 > 0.1517099
    PC85 <= 0.1748962
    ->  class 2\|3  [0.990]

Rule 20/259: (90.9, lift 8.5)
    PC1 <= -0.430681
    PC8 <= -3.393956
    PC40 <= 0.7687145
    PC96 > 0.2890086
    ->  class 2\|3  [0.989]

Rule 20/260: (70.4, lift 8.5)
    PC1 <= -0.430681
    PC7 <= -0.5342247
    PC13 > -0.3736302
    PC19 > -2.848473
    PC32 <= 1.579936
    PC34 <= 0.1591562
    PC44 <= -0.7164707
    PC48 <= 0.2803785
    PC57 > -0.1242303
    PC63 <= 0.05082405
    ->  class 2\|3  [0.986]

Rule 20/261: (76.2/0.3, lift 8.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -0.2273773
    PC32 > 0.4385756
    PC32 <= 1.590739
    PC57 > 0.04143316
    PC63 > 0.05082405
    PC65 > -0.999844
    PC71 <= 0.3206535
    ->  class 2\|3  [0.983]

Rule 20/262: (53.9, lift 8.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -0.2273773
    PC9 <= 11.4065
    PC48 <= 0.2803785
    PC57 > -0.1242303
    PC65 > 0.9571004
    PC94 > -1.620418
    PC99 > -0.1292467
    ->  class 2\|3  [0.982]

Rule 20/263: (47.4/0.3, lift 8.4)
    PC1 <= -0.430681
    PC3 > -1.439273
    PC8 <= -0.2273773
    PC19 > -2.848473
    PC54 > 1.036056
    PC57 > -0.1242303
    PC63 > 0.05082405
    PC65 > -0.999844
    ->  class 2\|3  [0.973]

Rule 20/264: (258.6/7.7, lift 8.4)
    PC1 <= -0.430681
    PC7 > -1.31561
    PC8 <= -0.2273773
    PC9 <= 11.4065
    PC11 > -2.614478
    PC28 > -0.1430286
    PC29 > 0.07000437
    PC29 <= 0.2792483
    PC34 <= 0.845658
    PC43 > -0.9166617
    PC44 > -0.7164707
    PC48 <= 0.2803785
    PC57 > -0.1242303
    PC61 <= 1.582484
    PC63 <= 0.05082405
    PC82 <= 0.1109711
    ->  class 2\|3  [0.967]

Rule 20/265: (440.2/17.3, lift 8.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC7 > -1.31561
    PC8 <= -0.2273773
    PC9 <= 11.4065
    PC11 > -2.614478
    PC19 > -2.848473
    PC28 > -0.1430286
    PC28 <= 0.01113544
    PC29 <= 0.2792483
    PC43 > -0.9166617
    PC44 > -0.7164707
    PC48 <= 0.2803785
    PC57 > -0.1242303
    PC61 <= 1.582484
    PC63 <= 0.05082405
    PC65 <= 0.9571004
    PC82 <= 0.1109711
    PC94 > -1.620418
    ->  class 2\|3  [0.959]

Rule 20/266: (46.6/1.1, lift 8.3)
    PC2 <= 2.5099
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC12 > 4.619146
    PC73 > -1.171701
    ->  class 2\|3  [0.957]

Rule 20/267: (52.5/1.8, lift 8.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -0.2273773
    PC9 <= 11.4065
    PC17 <= -0.4170254
    PC29 > 0.2792483
    PC53 <= 0.3247325
    PC57 > -0.1242303
    ->  class 2\|3  [0.948]

Rule 20/268: (42.1/2.1, lift 8.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC8 <= 0.4910623
    PC10 > -0.1320915
    PC10 <= 0.4970475
    PC22 > -0.7661651
    PC44 > 0.6074791
    ->  class 2\|3  [0.929]

Rule 20/269: (53.6/3.2, lift 8.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC12 <= 4.619146
    PC19 > -2.848473
    PC26 <= -2.241416
    PC32 <= 1.917393
    PC33 <= 0.3863824
    ->  class 2\|3  [0.924]

Rule 20/270: (10.9, lift 8.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -0.2273773
    PC57 > 0.04143316
    PC62 <= -0.8809844
    PC63 > 0.05082405
    PC65 > -0.999844
    ->  class 2\|3  [0.923]

Rule 20/271: (67.5/4.4, lift 8.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -0.2273773
    PC12 <= 4.619146
    PC29 <= 0.2792483
    PC32 <= 1.590739
    PC57 > 0.04143316
    PC63 > 0.05082405
    PC65 > -0.999844
    PC71 > 0.3206535
    PC86 <= 0.9986027
    ->  class 2\|3  [0.922]

Rule 20/272: (33.6/2.8, lift 7.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -0.2273773
    PC9 <= 11.4065
    PC12 <= 4.619146
    PC29 <= 0.2792483
    PC32 <= 0.4385756
    PC52 > 0.155419
    PC57 > 0.04143316
    PC62 > -0.8809844
    PC71 <= 0.3206535
    ->  class 2\|3  [0.892]

Rule 20/273: (69.7/11.4, lift 7.2)
    PC1 > -0.430681
    PC1 <= 9.174034
    PC2 <= 2.5099
    PC3 <= 0.09497605
    PC6 > -3.220215
    PC8 > -3.691019
    PC8 <= 0.05853367
    PC30 <= -0.01650072
    PC58 > -0.4834135
    ->  class 2\|3  [0.827]

Rule 20/274: (15.9/3.8, lift 6.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -3.393956
    PC33 <= 0.3863824
    PC34 <= 0.6044881
    PC53 > 2.09628
    ->  class 2\|3  [0.733]

Rule 20/275: (15.8/4.1, lift 6.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC8 <= 2.35718
    PC10 > -0.1320915
    PC40 > 0.09058216
    PC44 <= 0.6074791
    PC56 <= -0.2942855
    ->  class 2\|3  [0.715]

Rule 20/276: (21/8.6, lift 5.0)
    PC1 <= -0.1814509
    PC2 <= 2.5099
    PC3 > 0.5671026
    PC14 > 0.5902118
    PC84 > -0.3362926
    ->  class 2\|3  [0.584]

Rule 20/277: (1322.3/635.4, lift 4.5)
    PC1 <= -0.430681
    PC8 <= -3.393956
    PC11 > -4.669395
    ->  class 2\|3  [0.519]

Rule 20/278: (12129.3/9822.4, lift 1.6)
    PC2 <= 2.5099
    ->  class 2\|3  [0.190]

Rule 20/279: (133.6, lift 19.4)
    PC1 <= -0.430681
    PC8 <= -3.393956
    PC12 > -0.966478
    PC31 <= 1.359029
    PC40 > 0.7687145
    PC52 > -0.2141742
    PC79 <= 0.2562573
    ->  class 2\|4  [0.992]

Rule 20/280: (113.7, lift 19.4)
    PC1 <= -0.430681
    PC11 <= -4.669395
    ->  class 2\|4  [0.991]

Rule 20/281: (69.2, lift 19.3)
    PC8 <= -3.393956
    PC53 > 2.482198
    ->  class 2\|4  [0.986]

Rule 20/282: (71.6, lift 19.3)
    PC1 <= -0.430681
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC19 <= -2.848473
    PC56 <= 0.04797471
    PC68 > 1.350311
    PC89 <= 0.4668681
    ->  class 2\|4  [0.985]

Rule 20/283: (144.9/1.8, lift 19.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC11 <= -2.614478
    PC22 > -0.3881056
    PC34 <= 0.8711041
    PC57 > -0.1242303
    PC63 <= 0.05082405
    ->  class 2\|4  [0.981]

Rule 20/284: (167/4.3, lift 18.9)
    PC6 <= 0.1887085
    PC8 <= -3.393956
    PC12 > -0.966478
    PC12 <= 2.715679
    PC26 <= 3.239936
    PC36 <= 0.9121976
    PC41 <= 0.06849004
    PC46 <= 0.413817
    PC52 > -0.2141742
    PC53 > -0.4796969
    PC74 > -0.8870361
    PC83 <= 0.2993848
    PC85 > 0.1748962
    PC86 <= 0.7471446
    PC92 <= 0.1440777
    PC94 <= 0.8244115
    ->  class 2\|4  [0.969]

Rule 20/285: (34.9/0.4, lift 18.8)
    PC8 <= -0.2273773
    PC29 <= 0.2792483
    PC34 <= 0.8711041
    PC48 <= 0.2803785
    PC57 > -0.1242303
    PC63 <= 0.05082405
    PC65 > 0.9571004
    PC99 <= -0.1292467
    ->  class 2\|4  [0.962]

Rule 20/286: (57.5/2.1, lift 18.5)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC8 <= -3.691019
    PC19 > -1.607163
    PC57 > 0.02752472
    ->  class 2\|4  [0.948]

Rule 20/287: (259.6/13, lift 18.5)
    PC2 <= 2.5099
    PC8 <= -3.393956
    PC22 > -1.900676
    PC31 <= 1.359029
    PC46 <= 0.413817
    PC74 > -0.8870361
    PC76 > -1.182614
    PC79 <= 0.2562573
    PC83 > 0.2993848
    PC94 <= 0.8244115
    ->  class 2\|4  [0.946]

Rule 20/288: (23.1/0.4, lift 18.5)
    PC1 > -0.430681
    PC1 <= 9.174034
    PC2 <= 2.5099
    PC3 <= 0.09497605
    PC8 <= 0.05853367
    PC20 <= 0.005959935
    PC58 <= -0.4834135
    ->  class 2\|4  [0.944]

Rule 20/289: (166.9/13, lift 17.9)
    PC6 <= 0.1887085
    PC8 <= -3.393956
    PC12 > -0.966478
    PC12 <= 2.715679
    PC22 > -1.900676
    PC28 > -0.09491303
    PC41 <= 0.06849004
    PC45 <= 0.1517099
    PC46 <= 0.413817
    PC52 > -0.2141742
    PC53 > -0.4796969
    PC76 > -0.01468494
    PC92 <= 0.1440777
    PC94 <= 0.8244115
    PC95 <= 0.6441998
    PC96 <= 0.2890086
    ->  class 2\|4  [0.917]

Rule 20/290: (19.6/1.2, lift 17.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC19 > -2.848473
    PC32 > 1.590739
    PC57 > -0.1242303
    PC65 > 0.06497011
    ->  class 2\|4  [0.899]

Rule 20/291: (46.6/9.3, lift 15.4)
    PC1 <= -0.430681
    PC3 > -1.439273
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC17 > -0.4170254
    PC29 > 0.2792483
    PC53 <= 0.3247325
    PC57 > -0.1242303
    ->  class 2\|4  [0.788]

Default class: 2\|3

-----  Trial 21:  -----

Rules:

Rule 21/1: (63.6/0.2, lift 13.6)
    PC2 > 2.5099
    PC18 > -0.4683644
    PC22 > -0.3249777
    PC25 <= 1.854754
    PC32 > -1.255822
    PC86 <= -2.609307
    PC88 <= 2.88609
    ->  class 0\|0  [0.982]

Rule 21/2: (26.1, lift 13.4)
    PC4 <= -8.071015
    PC18 > -0.4683644
    PC28 <= -1.790785
    PC31 > -0.04374787
    ->  class 0\|0  [0.964]

Rule 21/3: (232/9.3, lift 13.2)
    PC1 <= -0.3828262
    PC2 > 2.5099
    PC4 <= 7.167978
    PC14 > 0.3358679
    PC18 > -0.4683644
    PC18 <= 2.129967
    PC22 > -0.3249777
    PC32 > -1.255822
    PC41 <= 0.5272107
    PC53 <= 0.4935935
    PC64 > -1.096547
    PC77 > -0.2246178
    PC87 <= 0.1198898
    ->  class 0\|0  [0.956]

Rule 21/4: (20.6, lift 13.2)
    PC14 > -1.775794
    PC18 > 7.844146
    ->  class 0\|0  [0.956]

Rule 21/5: (21/0.2, lift 13.1)
    PC14 > -1.775794
    PC14 <= 0.2774475
    PC18 > 3.597938
    PC22 <= -0.3249777
    ->  class 0\|0  [0.946]

Rule 21/6: (70.2/3, lift 13.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC14 > -1.775794
    PC14 <= 0.3358679
    PC18 > -0.4683644
    PC22 > -0.3249777
    PC86 <= -1.308791
    PC88 <= 2.88609
    ->  class 0\|0  [0.945]

Rule 21/7: (57.4/9.8, lift 11.3)
    PC2 > 2.5099
    PC3 > -1.889242
    PC3 <= 1.640775
    PC18 > -0.4683644
    PC68 > -0.3160464
    PC69 > 0.5597457
    ->  class 0\|0  [0.818]

Rule 21/8: (32.5/6.7, lift 10.8)
    PC18 > 3.597938
    PC21 > -0.06854753
    PC22 <= -0.3249777
    ->  class 0\|0  [0.777]

Rule 21/9: (1473.9/446.7, lift 9.6)
    PC5 <= 2.21752
    PC18 > 2.129967
    PC22 > -0.3249777
    PC25 <= 1.854754
    PC32 > -1.255822
    PC56 <= 1.217546
    PC88 <= 2.88609
    ->  class 0\|0  [0.697]

Rule 21/10: (89.9, lift 12.0)
    PC4 > 7.272528
    PC11 > 0.03986269
    PC14 > -1.775794
    PC18 > 2.129967
    PC63 <= 0.8334977
    PC74 <= 2.396293
    PC88 <= 2.88609
    ->  class 0\|1  [0.989]

Rule 21/11: (67.3/0.2, lift 11.9)
    PC14 > -1.775794
    PC18 > -0.4683644
    PC22 > -0.3249777
    PC25 > 1.854754
    ->  class 0\|1  [0.983]

Rule 21/12: (127.5/1.5, lift 11.9)
    PC4 <= -8.071015
    PC22 > -0.3249777
    PC27 > -1.770006
    PC31 <= -0.04374787
    PC37 <= 1.155283
    PC53 > -0.8627635
    ->  class 0\|1  [0.980]

Rule 21/13: (46.4, lift 11.9)
    PC2 > 2.5099
    PC3 > -1.889242
    PC3 <= 1.640775
    PC18 > -0.4683644
    PC22 <= -0.3249777
    PC68 > -0.3160464
    PC69 <= 0.5597457
    ->  class 0\|1  [0.979]

Rule 21/14: (44.6, lift 11.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC14 > 0.3358679
    PC41 > 0.5272107
    PC53 <= 0.4935935
    PC86 > -2.609307
    ->  class 0\|1  [0.979]

Rule 21/15: (136.9/2.5, lift 11.8)
    PC2 > 2.5099
    PC14 > -1.775794
    PC18 > -0.4683644
    PC18 <= 7.844146
    PC19 <= 0.04596939
    PC22 > -0.3249777
    PC32 > -0.7383942
    PC56 > 1.217546
    PC72 <= 0.5315608
    PC88 <= 2.88609
    ->  class 0\|1  [0.975]

Rule 21/16: (247.3/6.6, lift 11.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 <= 1.992201
    PC18 > -0.4683644
    PC18 <= 2.129967
    PC22 > -0.07511854
    PC56 <= 1.217546
    PC86 > -1.308791
    ->  class 0\|1  [0.969]

Rule 21/17: (134.6/3.5, lift 11.7)
    PC5 <= 3.10482
    PC11 > -0.2247504
    PC14 > 0.2774475
    PC18 > 3.597938
    PC21 <= -0.06854753
    PC22 <= -0.3249777
    ->  class 0\|1  [0.967]

Rule 21/18: (27.9, lift 11.7)
    PC1 > -0.3828262
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -0.4683644
    PC18 <= 2.129967
    ->  class 0\|1  [0.967]

Rule 21/19: (89.3/2, lift 11.7)
    PC4 > 7.167978
    PC14 > 0.3358679
    PC18 > -0.4683644
    PC18 <= 2.129967
    PC53 <= 0.4935935
    PC56 <= 1.217546
    PC86 > -2.609307
    ->  class 0\|1  [0.967]

Rule 21/20: (79.9/1.8, lift 11.7)
    PC4 > 7.272528
    PC14 > -1.775794
    PC18 > 2.129967
    PC24 <= 1.468054
    PC63 <= 0.8334977
    PC81 <= 1.144864
    PC88 <= 2.88609
    ->  class 0\|1  [0.966]

Rule 21/21: (27.7, lift 11.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC14 > -1.775794
    PC18 > -0.4683644
    PC22 > -0.3249777
    PC56 <= 1.217546
    PC74 > 2.396293
    ->  class 0\|1  [0.966]

Rule 21/22: (40.4/0.5, lift 11.7)
    PC4 <= 7.272528
    PC18 > 2.129967
    PC25 <= -0.3166765
    PC32 > -1.255822
    PC62 > -1.128139
    PC78 > -0.3495587
    PC99 <= 0.3800762
    ->  class 0\|1  [0.964]

Rule 21/23: (57.5/1.2, lift 11.7)
    PC9 > -0.5371005
    PC18 > 2.129967
    PC18 <= 2.686299
    PC27 > -1.310485
    PC28 <= -0.4820883
    PC62 > -1.128139
    ->  class 0\|1  [0.964]

Rule 21/24: (29/0.2, lift 11.6)
    PC2 > 2.5099
    PC4 <= 7.272528
    PC18 > -0.4683644
    PC27 <= -1.310485
    PC43 <= 0.9199178
    PC76 > -0.5951806
    PC78 > -0.3495587
    PC81 <= 1.144864
    PC88 <= 2.88609
    PC93 <= 1.245684
    ->  class 0\|1  [0.960]

Rule 21/25: (166.3/5.8, lift 11.6)
    PC1 <= -0.4596291
    PC2 > 2.5099
    PC14 > 0.3358679
    PC18 > -0.4683644
    PC18 <= 2.129967
    PC22 > -0.3249777
    PC87 > 0.1198898
    ->  class 0\|1  [0.959]

Rule 21/26: (20.7, lift 11.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC8 > 0.119202
    PC18 <= -0.4683644
    PC32 <= -0.9005789
    ->  class 0\|1  [0.956]

Rule 21/27: (28.2/0.5, lift 11.5)
    PC5 > 2.21752
    PC14 > -1.775794
    PC18 > 2.129967
    PC22 > -0.3249777
    PC56 <= 1.217546
    PC81 <= 1.144864
    PC88 <= 2.88609
    ->  class 0\|1  [0.952]

Rule 21/28: (54.4/1.8, lift 11.5)
    PC7 <= -0.3593628
    PC18 > 3.343389
    PC22 <= -0.3249777
    PC40 <= 0.1784697
    ->  class 0\|1  [0.951]

Rule 21/29: (75.5/2.9, lift 11.5)
    PC2 > 2.5099
    PC18 > -0.4683644
    PC18 <= 2.129967
    PC22 > -0.3249777
    PC32 > -1.255822
    PC56 <= 1.217546
    PC64 <= -1.096547
    PC87 <= 0.1198898
    PC88 <= 2.88609
    ->  class 0\|1  [0.950]

Rule 21/30: (48.6/1.7, lift 11.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC10 <= 3.542583
    PC18 > -1.711702
    PC18 <= -0.4683644
    PC41 > 0.1775983
    PC66 <= -0.4480555
    ->  class 0\|1  [0.947]

Rule 21/31: (137.1/6.7, lift 11.5)
    PC4 <= -8.071015
    PC8 <= 0.2373249
    PC22 > -0.3249777
    PC27 > -1.770006
    PC28 > -1.790785
    PC32 <= 0.4182354
    PC47 <= 0.8636295
    PC86 > -2.609307
    PC87 > -0.06355169
    PC90 > 0.005553396
    PC98 <= 0.3203657
    ->  class 0\|1  [0.945]

Rule 21/32: (11.2, lift 11.2)
    PC4 > -8.071015
    PC7 <= -0.9153051
    PC18 > 2.686299
    PC76 > -0.5951806
    PC78 > -0.3495587
    PC99 <= 0.3800762
    ->  class 0\|1  [0.924]

Rule 21/33: (18.5/0.6, lift 11.2)
    PC9 <= -0.5371005
    PC14 > -1.775794
    PC18 > 2.129967
    PC22 > -0.3249777
    PC27 > -1.770006
    PC56 <= 1.217546
    PC78 > -0.3495587
    PC86 > -2.609307
    ->  class 0\|1  [0.922]

Rule 21/34: (25/1.2, lift 11.2)
    PC4 <= 7.272528
    PC14 > -1.775794
    PC18 > 2.129967
    PC22 > -0.3249777
    PC27 > -1.770006
    PC78 > -0.3495587
    PC86 > -2.609307
    PC93 > 1.245684
    ->  class 0\|1  [0.920]

Rule 21/35: (10.1, lift 11.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC8 > 0.119202
    PC18 <= -0.4683644
    PC40 > 2.365408
    PC67 > -0.6968037
    ->  class 0\|1  [0.917]

Rule 21/36: (19.8/0.8, lift 11.1)
    PC4 <= 7.272528
    PC18 > 2.686299
    PC56 <= 1.217546
    PC62 > -1.128139
    PC76 > -0.5951806
    PC78 > -0.3495587
    PC93 <= 1.245684
    PC99 > 0.3182572
    PC99 <= 0.3800762
    ->  class 0\|1  [0.915]

Rule 21/37: (24.6/1.3, lift 11.1)
    PC2 > 2.5099
    PC4 > -8.071015
    PC5 <= 2.21752
    PC18 > 2.129967
    PC22 > -0.3249777
    PC43 > 0.9199178
    PC76 > -0.5951806
    PC78 > -0.3495587
    PC86 > -2.609307
    ->  class 0\|1  [0.915]

Rule 21/38: (61.8/4.5, lift 11.1)
    PC5 <= 2.21752
    PC18 > 2.129967
    PC27 <= -1.770006
    PC32 > -1.255822
    PC81 <= 1.144864
    PC86 > -2.609307
    PC88 <= 2.88609
    ->  class 0\|1  [0.913]

Rule 21/39: (49.4/3.6, lift 11.0)
    PC3 <= 1.640775
    PC8 <= 0.119202
    PC18 <= -0.4683644
    PC78 > 2.770494
    PC78 <= 3.484366
    ->  class 0\|1  [0.910]

Rule 21/40: (153.5/15.1, lift 10.9)
    PC3 <= -4.070508
    PC9 > -0.5371005
    PC18 > 2.129967
    PC27 > -1.310485
    PC76 > -0.5951806
    PC78 > -0.3495587
    PC99 <= 0.3800762
    ->  class 0\|1  [0.896]

Rule 21/41: (8.7/0.2, lift 10.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC8 > 0.119202
    PC18 <= -0.4683644
    PC56 <= -1.342939
    PC63 > -6.125492
    ->  class 0\|1  [0.892]

Rule 21/42: (40.5/4.8, lift 10.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC8 > 0.119202
    PC55 > 0.902556
    PC56 > -1.342939
    ->  class 0\|1  [0.862]

Rule 21/43: (6.4/0.4, lift 10.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -0.4683644
    PC22 > -0.3249777
    PC76 > -0.5951806
    PC76 <= -0.5841299
    ->  class 0\|1  [0.836]

Rule 21/44: (19.2/2.7, lift 10.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC8 > 0.119202
    PC26 > 1.177171
    PC67 > -0.6968037
    ->  class 0\|1  [0.827]

Rule 21/45: (124/21.9, lift 9.9)
    PC2 > 2.5099
    PC3 <= -1.889242
    PC8 > -0.4344836
    PC13 <= 11.26927
    PC15 > 0.2416164
    PC18 > -0.4683644
    PC22 <= -0.3249777
    PC40 > 0.1784697
    ->  class 0\|1  [0.818]

Rule 21/46: (50.5/9.1, lift 9.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC14 > -1.775794
    PC18 > -0.4683644
    PC22 > -0.3249777
    PC32 <= -1.255822
    PC43 <= 0.114689
    ->  class 0\|1  [0.808]

Rule 21/47: (99.5/41.6, lift 7.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 11.26927
    PC18 > -0.4683644
    PC18 <= 3.597938
    PC19 <= -0.1801892
    PC40 > 0.1784697
    ->  class 0\|1  [0.580]

Rule 21/48: (41.4/17.5, lift 6.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 > -0.3593628
    PC18 > -0.4683644
    PC18 <= 3.597938
    PC20 > -0.4668367
    PC22 <= -0.3249777
    PC40 <= 0.1784697
    ->  class 0\|1  [0.573]

Rule 21/49: (59.6, lift 10.1)
    PC2 > 2.5099
    PC14 <= -1.775794
    PC17 > -1.379293
    PC18 > -0.4683644
    ->  class 0\|2  [0.984]

Rule 21/50: (27.5, lift 10.0)
    PC3 <= 1.640775
    PC8 <= 0.119202
    PC10 > -2.362712
    PC18 <= -1.711702
    PC30 > 0.803651
    PC57 > -2.06066
    PC67 > -0.6968037
    PC82 <= -0.7617688
    PC95 <= 2.484192
    ->  class 0\|2  [0.966]

Rule 21/51: (27.7/0.6, lift 9.8)
    PC10 <= -2.362712
    PC18 <= -0.4683644
    PC87 > -0.1765194
    PC87 <= -0.1679795
    ->  class 0\|2  [0.947]

Rule 21/52: (21.3/0.6, lift 9.6)
    PC7 <= -0.1573399
    PC10 > -2.362712
    PC18 <= -1.711702
    PC30 <= 0.803651
    PC57 > 1.570043
    ->  class 0\|2  [0.929]

Rule 21/53: (22.1/0.8, lift 9.5)
    PC2 > 2.5099
    PC3 <= -1.889242
    PC8 <= -0.4344836
    PC14 > -1.775794
    PC40 > 0.1784697
    ->  class 0\|2  [0.926]

Rule 21/54: (11.4/0.9, lift 8.9)
    PC1 > -0.3016868
    PC3 <= 1.640775
    PC18 <= -1.711702
    ->  class 0\|2  [0.860]

Rule 21/55: (7730.5/5795.3, lift 2.6)
    PC2 > 2.5099
    ->  class 0\|2  [0.250]

Rule 21/56: (64.1, lift 11.4)
    PC7 <= 0.6596653
    PC10 <= -2.362712
    PC18 <= -1.711702
    PC31 > -0.3308496
    PC32 <= 2.682941
    PC34 > -1.934925
    PC61 <= 0.5193119
    PC78 <= 2.770494
    PC87 <= -0.1765194
    ->  class 0\|3  [0.985]

Rule 21/57: (69.4/0.1, lift 11.4)
    PC4 > -7.664239
    PC7 <= 0.6596653
    PC8 <= 0.119202
    PC10 <= -2.362712
    PC14 <= 0.416782
    PC18 <= -1.711702
    PC31 > -0.3308496
    PC34 > -1.934925
    PC38 <= 1.267664
    PC46 <= 0.4982683
    PC78 <= 2.770494
    PC79 <= 1.894382
    PC84 <= -0.05884301
    ->  class 0\|3  [0.985]

Rule 21/58: (57.5, lift 11.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 <= -0.4683644
    PC67 <= -0.6968037
    ->  class 0\|3  [0.983]

Rule 21/59: (72.9/0.3, lift 11.4)
    PC3 <= -1.889242
    PC7 > -0.3593628
    PC14 > -1.775794
    PC15 <= 0.920364
    PC18 > -0.4683644
    PC18 <= 3.597938
    PC20 <= -0.4668367
    PC22 <= -0.3249777
    PC33 > -3.104404
    PC40 <= 0.1784697
    PC92 <= -0.1400083
    ->  class 0\|3  [0.983]

Rule 21/60: (54.7, lift 11.4)
    PC2 > 2.5099
    PC8 <= 0.119202
    PC18 <= -0.4683644
    PC49 > 1.352244
    ->  class 0\|3  [0.982]

Rule 21/61: (50.3, lift 11.4)
    PC2 <= 3.185732
    PC3 <= 1.640775
    PC17 <= -0.06644134
    PC18 <= -0.4683644
    PC25 > -0.8780755
    PC31 > -0.3308496
    PC59 <= 0.8295147
    PC80 <= 0.3124031
    ->  class 0\|3  [0.981]

Rule 21/62: (43, lift 11.3)
    PC3 <= 1.640775
    PC5 <= 2.87772
    PC7 > -0.4540045
    PC17 <= -0.06644134
    PC18 > -1.711702
    PC18 <= -0.4683644
    PC36 <= 1.544657
    PC60 > 0.4642164
    PC66 > -0.4480555
    PC72 <= 0.488988
    PC80 <= 0.3124031
    ->  class 0\|3  [0.978]

Rule 21/63: (44, lift 11.3)
    PC2 > 2.5099
    PC18 <= -0.4683644
    PC31 > -0.3308496
    PC32 <= 2.682941
    PC36 > 1.544657
    PC75 > 0.4917917
    ->  class 0\|3  [0.978]

Rule 21/64: (37.6, lift 11.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 <= -0.4683644
    PC47 > 1.475776
    PC57 > -2.06066
    ->  class 0\|3  [0.975]

Rule 21/65: (52.4/0.5, lift 11.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 > -7.664239
    PC5 <= 2.87772
    PC7 > -0.4540045
    PC18 > -1.711702
    PC18 <= -0.4683644
    PC27 > -2.328525
    PC46 > 0.3749334
    PC66 > -0.4480555
    PC80 <= 0.3124031
    ->  class 0\|3  [0.972]

Rule 21/66: (151.6/3.5, lift 11.2)
    PC3 <= 1.640775
    PC5 <= 2.87772
    PC18 <= -0.4683644
    PC31 > -0.3308496
    PC57 <= -2.06066
    PC78 <= 2.770494
    ->  class 0\|3  [0.971]

Rule 21/67: (57.6/0.8, lift 11.2)
    PC5 <= 2.87772
    PC10 > 3.542583
    PC18 <= -0.4683644
    PC31 > -0.3308496
    PC47 <= 1.475776
    PC66 <= -0.4480555
    ->  class 0\|3  [0.970]

Rule 21/68: (46.3/0.6, lift 11.2)
    PC2 > 2.5099
    PC17 <= -1.710613
    PC18 > -0.4683644
    PC18 <= 3.597938
    PC22 <= -0.3249777
    ->  class 0\|3  [0.968]

Rule 21/69: (29/0.6, lift 11.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC5 <= 2.87772
    PC18 > -1.711702
    PC18 <= -0.4683644
    PC25 <= -0.8780755
    PC36 <= 1.544657
    PC66 > -0.4480555
    PC78 <= 2.770494
    PC79 <= 1.176004
    PC95 <= 0.9194064
    ->  class 0\|3  [0.949]

Rule 21/70: (101.6/4.3, lift 11.0)
    PC4 > -7.664239
    PC17 <= -0.06644134
    PC18 > -1.711702
    PC18 <= -0.4683644
    PC27 > -2.328525
    PC36 <= 1.544657
    PC52 > -2.944525
    PC66 > -0.4480555
    PC72 > 0.488988
    PC78 <= 2.770494
    PC79 <= 1.176004
    PC80 <= 0.3124031
    PC95 <= 0.9194064
    PC100 > -1.668657
    ->  class 0\|3  [0.949]

Rule 21/71: (35.1/1, lift 11.0)
    PC3 <= -1.889242
    PC7 > -0.3593628
    PC18 > -0.4683644
    PC18 <= 3.597938
    PC22 <= -0.3249777
    PC36 > 1.355035
    ->  class 0\|3  [0.945]

Rule 21/72: (77/3.5, lift 10.9)
    PC8 > 0.0268615
    PC8 <= 0.119202
    PC15 > -1.329686
    PC18 <= -1.711702
    PC31 > -0.3308496
    PC32 <= 2.682941
    PC39 <= -0.1348937
    PC74 > -0.7391211
    ->  class 0\|3  [0.943]

Rule 21/73: (581.4/33.8, lift 10.9)
    PC1 <= -0.3016868
    PC4 > -7.032351
    PC8 <= 0.0268615
    PC9 <= 0.3545121
    PC10 > -2.362712
    PC15 <= 0.6914891
    PC17 <= 0.63545
    PC18 <= -1.711702
    PC31 > -0.3308496
    PC32 > -1.548382
    PC36 <= 1.544657
    PC56 > -5.290535
    PC82 > -0.7617688
    PC95 <= 2.484192
    ->  class 0\|3  [0.940]

Rule 21/74: (551.7/35.3, lift 10.8)
    PC1 <= -0.3016868
    PC4 > -7.664239
    PC8 <= 0.0268615
    PC9 <= 0.3545121
    PC10 > -2.362712
    PC15 <= 0.6914891
    PC17 <= 0.63545
    PC18 <= -1.711702
    PC32 > -1.548382
    PC36 <= 1.544657
    PC56 > -5.290535
    PC97 <= 0.564658
    ->  class 0\|3  [0.934]

Rule 21/75: (39.1/2.1, lift 10.7)
    PC5 <= 2.87772
    PC30 <= -4.280624
    PC67 > -0.6968037
    PC78 <= 2.770494
    ->  class 0\|3  [0.925]

Rule 21/76: (10.3, lift 10.6)
    PC7 <= -0.3914919
    PC20 > 5.558298
    PC63 > -6.125492
    ->  class 0\|3  [0.919]

Rule 21/77: (17.4/0.6, lift 10.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC5 <= 2.87772
    PC8 <= 0.119202
    PC18 <= -0.4683644
    PC31 <= -0.3308496
    PC87 > 0.6443332
    ->  class 0\|3  [0.915]

Rule 21/78: (33.5/2, lift 10.6)
    PC3 <= 1.640775
    PC8 <= 0.119202
    PC18 <= -1.711702
    PC57 > -2.06066
    PC95 > 2.484192
    ->  class 0\|3  [0.915]

Rule 21/79: (11.6/0.4, lift 10.4)
    PC3 <= 1.640775
    PC7 <= -0.3914919
    PC8 > 0.119202
    PC18 <= -0.4683644
    PC32 > -0.9005789
    PC33 <= -1.406465
    ->  class 0\|3  [0.897]

Rule 21/80: (200.4/21.8, lift 10.3)
    PC4 > -7.664239
    PC7 <= 0.6596653
    PC10 <= -2.362712
    PC14 <= 0.416782
    PC18 <= -1.711702
    PC31 > -0.3308496
    PC34 > -1.934925
    PC37 > -0.7655982
    PC38 <= 1.267664
    PC46 <= 0.4982683
    PC57 > -1.847997
    PC61 <= 0.5193119
    PC68 > -0.3676519
    PC78 <= 2.770494
    PC79 <= 1.894382
    ->  class 0\|3  [0.887]

Rule 21/81: (40.2/3.8, lift 10.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC8 > 0.119202
    PC18 <= -0.4683644
    PC22 > 1.696119
    PC55 <= 0.902556
    ->  class 0\|3  [0.886]

Rule 21/82: (10.3/2.3, lift 8.5)
    PC8 > 0.119202
    PC18 <= -0.4683644
    PC26 <= 1.177171
    PC87 <= -1.521091
    ->  class 0\|3  [0.733]

Rule 21/83: (161.7, lift 23.6)
    PC2 <= 2.5099
    PC4 > 0.2128084
    PC6 <= -3.213379
    PC11 <= -0.8052899
    PC68 <= 1.01486
    ->  class 1\|0  [0.994]

Rule 21/84: (43.3, lift 23.2)
    PC2 > 2.5099
    PC3 > 1.640775
    PC5 > 6.355166
    PC16 <= -0.8953013
    PC52 <= -0.008377787
    PC56 <= 0.8670388
    ->  class 1\|0  [0.978]

Rule 21/85: (101.2/3.3, lift 22.8)
    PC3 > 1.640775
    PC16 <= -0.8953013
    PC22 > 0.200085
    PC56 <= 0.8670388
    PC96 > 0.6761835
    ->  class 1\|0  [0.959]

Rule 21/86: (68/2.2, lift 22.7)
    PC3 > 1.640775
    PC16 <= -0.8953013
    PC22 > 0.200085
    PC56 > 0.8670388
    ->  class 1\|0  [0.955]

Rule 21/87: (85.4/5.1, lift 22.1)
    PC3 > 1.640775
    PC16 <= -0.8953013
    PC22 > 0.200085
    PC30 <= 0.2443703
    PC61 > 0.5671605
    ->  class 1\|0  [0.930]

Rule 21/88: (10.3, lift 21.7)
    PC3 > 1.640775
    PC16 <= -0.8953013
    PC24 > 3.045341
    PC30 <= 0.2443703
    ->  class 1\|0  [0.915]

Rule 21/89: (66.3/5.6, lift 21.4)
    PC2 > 2.5099
    PC3 > 1.640775
    PC13 > -0.1339783
    PC16 <= -0.8953013
    PC22 > 0.200085
    PC30 <= 0.2443703
    PC61 <= 0.5671605
    ->  class 1\|0  [0.903]

Rule 21/90: (6.8, lift 20.8)
    PC3 > 1.640775
    PC16 <= -0.8953013
    PC22 > 0.200085
    PC90 <= -1.051098
    ->  class 1\|0  [0.876]

Rule 21/91: (35.6/4.9, lift 20.0)
    PC3 > 1.640775
    PC5 <= 6.355166
    PC16 <= -0.8953013
    PC22 > 0.200085
    PC24 <= 3.045341
    PC30 <= 0.2443703
    PC61 <= 0.5671605
    PC90 > 0.160455
    PC97 > -1.49728
    ->  class 1\|0  [0.844]

Rule 21/92: (55.8/11.4, lift 18.6)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.8953013
    PC92 <= 0.4899847
    PC97 <= -1.49728
    ->  class 1\|0  [0.785]

Rule 21/93: (715/318.9, lift 13.1)
    PC1 > -0.3062993
    PC2 <= 2.5099
    PC9 > -0.911768
    PC16 <= -1.963041
    ->  class 1\|0  [0.554]

Rule 21/94: (57.4, lift 16.8)
    PC2 <= 2.5099
    PC5 <= 12.1829
    PC6 <= 8.000078
    PC8 > -3.591267
    PC9 <= 1.357265
    PC16 <= -1.963041
    PC21 <= 0.4412814
    PC39 <= 0.7084081
    PC46 > -4.128201
    PC89 <= 0.1852018
    ->  class 1\|1  [0.983]

Rule 21/95: (52.8, lift 16.7)
    PC1 > -0.3062993
    PC16 <= -1.963041
    PC63 <= -2.62196
    ->  class 1\|1  [0.982]

Rule 21/96: (56.7/0.1, lift 16.7)
    PC1 > -0.3062993
    PC5 <= 12.1829
    PC16 <= -1.963041
    PC29 > 0.3833374
    PC46 > -4.128201
    PC79 > -0.2329658
    ->  class 1\|1  [0.981]

Rule 21/97: (41.4, lift 16.7)
    PC1 > -0.3062993
    PC2 <= 2.5099
    PC5 <= 12.1829
    PC9 > -0.911768
    PC16 <= -1.963041
    PC46 > -4.128201
    PC79 <= -0.2329658
    ->  class 1\|1  [0.977]

Rule 21/98: (39.6, lift 16.6)
    PC5 > 12.1829
    PC16 <= -1.963041
    PC88 > -0.1014291
    ->  class 1\|1  [0.976]

Rule 21/99: (36, lift 16.6)
    PC1 > 15.92312
    PC6 <= -3.213379
    PC11 > -0.8052899
    ->  class 1\|1  [0.974]

Rule 21/100: (44.9/0.7, lift 16.4)
    PC1 > 7.579506
    PC3 <= -0.01609154
    PC6 > -3.213379
    PC6 <= 2.571703
    PC8 > -3.591267
    PC16 > -1.963041
    PC98 > -0.0733548
    ->  class 1\|1  [0.965]

Rule 21/101: (58.4/1.3, lift 16.4)
    PC1 > -0.3062993
    PC16 <= -1.963041
    PC21 <= 0.4412814
    PC46 > -4.128201
    PC97 > 1.050058
    ->  class 1\|1  [0.962]

Rule 21/102: (59.4/1.5, lift 16.3)
    PC6 > 8.000078
    PC9 > -0.911768
    PC16 <= -1.963041
    PC46 > -4.128201
    ->  class 1\|1  [0.959]

Rule 21/103: (58.9/1.7, lift 16.3)
    PC1 > -0.2008138
    PC2 <= 2.5099
    PC16 > -1.963041
    PC44 > 0.05922672
    PC82 <= -0.5949218
    ->  class 1\|1  [0.956]

Rule 21/104: (18, lift 16.2)
    PC2 <= 2.5099
    PC3 > -0.01609154
    PC4 > 0.9132453
    PC16 > -1.963041
    PC42 > -0.9940295
    ->  class 1\|1  [0.950]

Rule 21/105: (11.6, lift 15.8)
    PC3 > 0.2592301
    PC8 <= 0.5434514
    PC9 > 1.357265
    PC16 <= -1.963041
    PC21 <= 0.4412814
    PC31 <= 0.6145231
    ->  class 1\|1  [0.927]

Rule 21/106: (17.5/0.5, lift 15.7)
    PC1 > -0.3062993
    PC16 <= -1.963041
    PC21 <= 0.4412814
    PC31 > 0.6145231
    ->  class 1\|1  [0.922]

Rule 21/107: (10, lift 15.6)
    PC8 > 0.5430083
    PC8 <= 0.5434514
    PC21 <= 0.4412814
    ->  class 1\|1  [0.916]

Rule 21/108: (8, lift 15.3)
    PC6 <= -3.213379
    PC11 <= -0.8052899
    PC68 > 1.01486
    ->  class 1\|1  [0.900]

Rule 21/109: (53.8/4.6, lift 15.3)
    PC1 > -0.3062993
    PC9 > -0.911768
    PC16 <= -1.963041
    PC18 <= -0.5908089
    PC46 > -4.128201
    ->  class 1\|1  [0.899]

Rule 21/110: (7.3, lift 15.2)
    PC1 > -0.3062993
    PC2 <= 2.5099
    PC9 > -0.911768
    PC9 <= -0.6131609
    PC16 <= -1.963041
    PC46 > -4.128201
    ->  class 1\|1  [0.893]

Rule 21/111: (7.6, lift 15.2)
    PC9 > 1.357265
    PC16 <= -1.963041
    PC47 > 2.011087
    ->  class 1\|1  [0.893]

Rule 21/112: (59.9/6.3, lift 15.0)
    PC1 > -0.2008138
    PC2 <= 2.5099
    PC6 > -3.213379
    PC7 > 1.252206
    PC13 <= 0.003337928
    PC16 > -1.963041
    PC22 <= -0.1480727
    ->  class 1\|1  [0.883]

Rule 21/113: (5.7, lift 14.8)
    PC1 > -0.3062993
    PC4 <= 0.2128084
    PC6 <= -3.213379
    PC11 <= -0.8052899
    ->  class 1\|1  [0.870]

Rule 21/114: (4.5, lift 14.4)
    PC16 > -1.966228
    PC16 <= -1.963041
    ->  class 1\|1  [0.846]

Rule 21/115: (49.3/13, lift 12.4)
    PC1 > -0.3062993
    PC3 > -0.01609154
    PC5 <= 8.105987
    PC7 <= 1.252206
    PC16 > -1.963041
    PC42 <= -0.9940295
    PC61 > -0.2465858
    PC82 > -0.5949218
    ->  class 1\|1  [0.727]

Rule 21/116: (26.4/7.8, lift 11.7)
    PC1 > -0.3062993
    PC3 > -0.01609154
    PC12 > 2.986485
    PC16 > -1.963041
    ->  class 1\|1  [0.689]

Rule 21/117: (50.1/19.7, lift 10.3)
    PC1 > -0.2008138
    PC1 <= 1.597049
    PC3 > -0.01609154
    PC3 <= 0.7337099
    PC7 <= 1.252206
    PC8 > -3.591267
    PC16 > -1.963041
    ->  class 1\|1  [0.603]

Rule 21/118: (26.2/12.2, lift 9.1)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -0.2730613
    PC36 > 0.8098297
    ->  class 1\|1  [0.533]

Rule 21/119: (22.7/10.9, lift 8.9)
    PC1 > -0.2008138
    PC3 > 0.7337099
    PC7 <= 1.252206
    PC16 > -1.963041
    PC42 > -0.9940295
    PC74 > -1.954591
    PC93 <= -0.7994658
    ->  class 1\|1  [0.520]

Rule 21/120: (1085.9/536.8, lift 8.6)
    PC2 > 2.5099
    PC3 > 1.640775
    ->  class 1\|1  [0.506]

Rule 21/121: (67.9, lift 15.9)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -0.8953013
    PC16 <= 1.26344
    PC55 > -0.2135467
    PC83 <= -0.4227733
    PC93 > -0.9696231
    ->  class 1\|2  [0.986]

Rule 21/122: (176.7/2.6, lift 15.8)
    PC5 > 8.105987
    PC10 <= 0.9770274
    PC16 > -1.963041
    PC48 <= 1.021647
    PC82 > -0.5949218
    ->  class 1\|2  [0.980]

Rule 21/123: (35.6, lift 15.7)
    PC5 > 12.1829
    PC88 <= -0.1014291
    ->  class 1\|2  [0.973]

Rule 21/124: (110/2.4, lift 15.7)
    PC3 > 8.775255
    PC16 > 1.26344
    ->  class 1\|2  [0.970]

Rule 21/125: (13.7, lift 15.1)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -0.8953013
    PC64 <= -1.090641
    ->  class 1\|2  [0.936]

Rule 21/126: (49.5/2.5, lift 15.1)
    PC1 > -0.3062993
    PC2 <= 2.5099
    PC3 > -0.01609154
    PC5 <= 8.105987
    PC23 <= 1.051382
    PC54 <= 1.497117
    PC82 > -0.5949218
    PC88 <= 0.1952161
    PC98 > 0.3617786
    ->  class 1\|2  [0.932]

Rule 21/127: (59.8/3.2, lift 15.1)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > 1.26344
    PC82 <= -0.2151067
    ->  class 1\|2  [0.931]

Rule 21/128: (37.5/3.1, lift 14.5)
    PC1 > -0.3062993
    PC8 <= -3.591267
    PC14 > 2.572972
    ->  class 1\|2  [0.895]

Rule 21/129: (17.3/1.2, lift 14.3)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -0.8953013
    PC16 <= 1.26344
    PC63 <= -1.308011
    ->  class 1\|2  [0.886]

Rule 21/130: (13.1/0.7, lift 14.3)
    PC2 <= 2.5099
    PC16 <= -1.963041
    PC46 <= -4.128201
    ->  class 1\|2  [0.885]

Rule 21/131: (5.9, lift 14.1)
    PC3 > 1.640775
    PC16 > -0.8953013
    PC16 <= 1.26344
    PC22 <= -2.091307
    ->  class 1\|2  [0.874]

Rule 21/132: (50.8/6.8, lift 13.8)
    PC1 > -0.3062993
    PC2 <= 2.5099
    PC8 > -3.591267
    PC9 <= -0.911768
    PC16 <= -1.963041
    ->  class 1\|2  [0.853]

Rule 21/133: (2736.9/1696.5, lift 6.1)
    PC1 > -0.2008138
    PC8 > -3.591267
    PC16 > -1.963041
    ->  class 1\|2  [0.380]

Rule 21/134: (83.1, lift 14.9)
    PC3 > 0.7337099
    PC7 > -3.492625
    PC15 <= -1.805526
    PC19 <= 1.458264
    PC59 > -0.9765257
    PC68 <= -0.5668566
    PC88 <= 0.1952161
    ->  class 1\|3  [0.988]

Rule 21/135: (432.8/10.4, lift 14.7)
    PC1 > -0.3062993
    PC3 > 0.7337099
    PC4 <= 0.7412579
    PC5 <= 8.105987
    PC6 > -3.213379
    PC7 <= 1.252206
    PC8 > -3.591267
    PC9 <= 2.134511
    PC16 > -1.537976
    PC23 <= 1.051382
    PC34 > -1.223326
    PC42 > -0.9940295
    PC54 <= 1.497117
    PC61 <= 0.7847691
    PC74 > -1.954591
    PC88 <= 0.1952161
    PC93 > -0.7994658
    PC93 <= 0.5520842
    PC98 <= 0.3617786
    ->  class 1\|3  [0.974]

Rule 21/136: (85.6/1.8, lift 14.6)
    PC1 > -0.3062993
    PC3 > -0.01609154
    PC7 > -3.492625
    PC11 <= -1.574955
    PC25 <= 0.3619691
    PC34 > -1.223326
    PC54 <= 1.497117
    PC59 > -0.9765257
    PC68 <= -0.5668566
    PC88 <= 0.1952161
    PC93 > -0.7994658
    ->  class 1\|3  [0.968]

Rule 21/137: (11, lift 13.9)
    PC1 > -0.3062993
    PC19 <= -2.403375
    PC82 <= -0.5949218
    ->  class 1\|3  [0.923]

Rule 21/138: (10.4, lift 13.9)
    PC1 > -0.3062993
    PC5 > -4.574959
    PC8 > -3.591267
    PC8 <= 0.05853367
    PC77 <= -1.739203
    ->  class 1\|3  [0.919]

Rule 21/139: (67/7.7, lift 13.2)
    PC2 > 2.5099
    PC3 > 1.640775
    PC3 <= 8.775255
    PC16 > 1.26344
    PC82 > -0.2151067
    ->  class 1\|3  [0.874]

Rule 21/140: (5.3, lift 13.0)
    PC1 > -0.3062993
    PC3 > -0.01609154
    PC7 > 1.252206
    PC15 > 4.104633
    ->  class 1\|3  [0.863]

Rule 21/141: (24.2/4.6, lift 11.9)
    PC1 > -0.2008138
    PC2 <= 2.5099
    PC3 > -0.01609154
    PC5 <= 8.105987
    PC7 > 1.252206
    PC13 > 0.003337928
    PC16 > -1.963041
    PC82 > -0.5949218
    ->  class 1\|3  [0.788]

Rule 21/142: (47.8/10, lift 11.7)
    PC1 > 1.597049
    PC3 > -0.01609154
    PC3 <= 0.7337099
    PC5 <= 8.105987
    PC7 <= 1.252206
    PC8 > -3.591267
    PC16 > -1.963041
    PC34 > -1.223326
    PC74 > -1.954591
    PC82 > -0.5949218
    ->  class 1\|3  [0.778]

Rule 21/143: (4637.3/3380.5, lift 4.1)
    PC1 > -0.3062993
    PC2 <= 2.5099
    ->  class 1\|3  [0.271]

Rule 21/144: (329.6, lift 13.7)
    PC7 > 1.389189
    PC8 > 1.299587
    PC11 > -0.9337804
    PC12 > -1.842187
    PC20 <= 0.04253341
    PC27 > -0.6749307
    PC28 <= 0.1391531
    PC56 <= 0.5283641
    PC59 <= 0.1929408
    ->  class 2\|0  [0.997]

Rule 21/145: (284/0.4, lift 13.7)
    PC1 <= -0.3062993
    PC8 > 1.299587
    PC12 > -0.5557338
    PC20 <= 0.04253341
    PC34 <= -0.2506155
    PC40 > -0.9684188
    PC59 <= 0.1929408
    ->  class 2\|0  [0.995]

Rule 21/146: (115.1, lift 13.6)
    PC1 <= -0.3062993
    PC8 > 1.299587
    PC12 > -1.842187
    PC13 > -0.651934
    PC20 <= 0.04253341
    PC40 > -0.9684188
    PC41 <= -1.077655
    PC59 <= 0.1929408
    ->  class 2\|0  [0.991]

Rule 21/147: (328.2/4.1, lift 13.5)
    PC8 > 1.299587
    PC13 > -0.651934
    PC19 <= -1.99447
    PC20 <= 0.04253341
    PC27 > -0.6749307
    PC28 <= 0.1391531
    PC36 <= 0.8098297
    PC59 <= 0.1929408
    ->  class 2\|0  [0.985]

Rule 21/148: (152.2/1.7, lift 13.5)
    PC2 <= 2.5099
    PC8 > 1.299587
    PC11 > -0.9337804
    PC12 > -1.842187
    PC20 <= 0.04253341
    PC40 > 0.5651907
    PC56 <= 0.5283641
    PC59 <= 0.1929408
    PC83 > -0.7618434
    PC96 > -0.3563694
    ->  class 2\|0  [0.983]

Rule 21/149: (294.2/6.6, lift 13.4)
    PC1 <= -0.3062993
    PC8 > 1.299587
    PC11 > -0.9337804
    PC20 <= 0.04253341
    PC22 <= 1.042576
    PC27 > -0.6749307
    PC28 <= 0.1391531
    PC50 > -0.7493332
    PC56 <= 0.5283641
    PC59 <= 0.1929408
    PC64 <= -0.4094953
    PC83 > -0.7618434
    ->  class 2\|0  [0.974]

Rule 21/150: (133.4/2.8, lift 13.3)
    PC7 > 1.802531
    PC8 > 1.299587
    PC11 > -0.9337804
    PC20 <= 0.04253341
    PC50 > -0.7493332
    PC96 > -0.3563694
    ->  class 2\|0  [0.972]

Rule 21/151: (34.3, lift 13.3)
    PC1 > -0.3062993
    PC1 <= 15.92312
    PC6 <= -3.213379
    PC8 > -3.591267
    PC65 > 0.9277187
    PC98 <= 0.2589007
    ->  class 2\|0  [0.972]

Rule 21/152: (192.8/5.3, lift 13.3)
    PC1 <= -0.3062993
    PC8 > 1.299587
    PC12 > -0.5557338
    PC13 > -0.651934
    PC20 <= 0.04253341
    PC27 > -0.6749307
    PC28 <= 0.1391531
    PC40 > -0.9684188
    PC56 <= 0.5283641
    PC59 <= 0.1929408
    PC64 > -0.4094953
    PC71 > 0.2476833
    ->  class 2\|0  [0.968]

Rule 21/153: (25.6, lift 13.2)
    PC1 <= -0.3062993
    PC8 > 1.299587
    PC40 > -0.9684188
    PC50 > -0.7493332
    PC59 <= 0.1929408
    PC78 > 0.6704425
    PC96 > -0.3563694
    ->  class 2\|0  [0.964]

Rule 21/154: (25.6, lift 13.2)
    PC1 > -0.2008138
    PC1 <= 7.579506
    PC3 <= -0.01609154
    PC5 > -4.574959
    PC6 > -3.213379
    PC8 > 0.05853367
    PC12 > 0.4071968
    PC16 > -1.963041
    ->  class 2\|0  [0.964]

Rule 21/155: (107.1/3.1, lift 13.2)
    PC2 <= 2.5099
    PC8 > 1.299587
    PC10 <= -0.494993
    PC11 > -0.9337804
    PC56 <= 0.5283641
    PC83 > -0.7618434
    ->  class 2\|0  [0.962]

Rule 21/156: (19/0.2, lift 13.0)
    PC1 <= -0.3062993
    PC8 > 1.299587
    PC11 > -0.9337804
    PC20 <= 0.04253341
    PC46 <= -1.47636
    PC50 > -0.7493332
    PC96 > -0.3563694
    ->  class 2\|0  [0.945]

Rule 21/157: (6.3, lift 12.1)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -0.2730613
    PC8 <= 1.299587
    PC34 <= 0.6957582
    PC44 > 1.048562
    PC47 <= -0.6827961
    ->  class 2\|0  [0.879]

Rule 21/158: (154.5/26, lift 11.3)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > 1.299587
    PC11 > -0.9337804
    PC16 <= -0.3404065
    PC20 <= 0.04253341
    ->  class 2\|0  [0.827]

Rule 21/159: (229.7/96.2, lift 8.0)
    PC1 <= -0.3062993
    PC8 > 1.299587
    PC36 <= 0.8098297
    PC65 > 0.7444
    PC96 > -0.3563694
    ->  class 2\|0  [0.581]

Rule 21/160: (133.1, lift 9.4)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > 1.299587
    PC20 > 0.04253341
    PC33 <= 0.4749767
    PC37 <= 0.01077121
    PC78 <= 0.6323594
    PC84 > -0.02927337
    ->  class 2\|1  [0.993]

Rule 21/161: (100.1, lift 9.4)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > 1.299587
    PC8 <= 2.283626
    PC20 > 0.04253341
    PC37 > 0.01077121
    PC65 <= 0.7444
    PC78 <= 0.6323594
    ->  class 2\|1  [0.990]

Rule 21/162: (80.4, lift 9.3)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC7 <= 1.389189
    PC8 > 1.299587
    PC12 <= -0.5557338
    PC19 > -1.99447
    PC20 <= 0.04253341
    PC34 > -0.4300818
    PC59 <= 0.1929408
    PC96 > -0.3563694
    ->  class 2\|1  [0.988]

Rule 21/163: (84.6, lift 9.3)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -0.2730613
    PC8 <= 1.299587
    PC10 <= -0.3955503
    PC27 <= 0.7037137
    PC36 <= 0.8098297
    ->  class 2\|1  [0.988]

Rule 21/164: (66.6, lift 9.3)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > 1.299587
    PC11 > -0.9337804
    PC20 <= 0.04253341
    PC56 > 0.5283641
    ->  class 2\|1  [0.985]

Rule 21/165: (147.9/1.6, lift 9.3)
    PC1 <= -0.3062993
    PC8 > 1.299587
    PC11 <= -0.9337804
    PC20 <= 0.04253341
    PC96 > -0.3563694
    ->  class 2\|1  [0.983]

Rule 21/166: (57.1, lift 9.3)
    PC8 > 1.299587
    PC12 <= -1.842187
    PC20 <= 0.04253341
    PC56 <= 0.5283641
    PC59 <= 0.1929408
    ->  class 2\|1  [0.983]

Rule 21/167: (53.2, lift 9.3)
    PC1 <= -0.3062993
    PC8 > 1.299587
    PC8 <= 2.283626
    PC19 <= -0.8615856
    PC20 > 0.04253341
    PC23 <= 1.600178
    PC65 <= 0.7444
    PC78 <= 0.6323594
    ->  class 2\|1  [0.982]

Rule 21/168: (46.7/0.2, lift 9.2)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -0.2730613
    PC19 > -1.99447
    PC22 > 1.042576
    PC56 <= 0.5283641
    PC64 <= -0.4094953
    ->  class 2\|1  [0.975]

Rule 21/169: (257.4/6.1, lift 9.2)
    PC1 <= -0.3062993
    PC8 > 2.283626
    PC20 > 0.04253341
    PC23 <= 1.600178
    PC65 <= 0.7444
    ->  class 2\|1  [0.973]

Rule 21/170: (71.8/1.5, lift 9.1)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > 1.299587
    PC20 <= 0.04253341
    PC28 > 0.1391531
    ->  class 2\|1  [0.966]

Rule 21/171: (45.5/0.6, lift 9.1)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -0.2730613
    PC27 <= 0.7037137
    PC70 <= -0.9037994
    ->  class 2\|1  [0.966]

Rule 21/172: (119.6/3.4, lift 9.1)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC7 <= 1.312987
    PC8 > -0.2730613
    PC8 <= 1.299587
    PC9 > -3.592107
    PC34 > 0.6957582
    PC36 <= 0.8098297
    PC90 > -0.6859746
    ->  class 2\|1  [0.964]

Rule 21/173: (245.6/8.7, lift 9.1)
    PC1 <= -0.3062993
    PC7 <= 1.389189
    PC8 > 1.299587
    PC10 > -0.494993
    PC19 > -1.99447
    PC20 <= 0.04253341
    PC34 > -0.2506155
    PC40 <= 0.5651907
    PC41 > -1.077655
    PC55 > -0.9730017
    PC64 > -0.4094953
    PC71 <= 0.2476833
    PC78 <= 0.6704425
    PC91 > -0.1405847
    PC96 > -0.3563694
    ->  class 2\|1  [0.961]

Rule 21/174: (24, lift 9.1)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -2.62821
    PC12 > 5.58542
    ->  class 2\|1  [0.961]

Rule 21/175: (19.2, lift 9.0)
    PC1 <= -0.3062993
    PC8 > 0.795783
    PC8 <= 1.299587
    PC64 <= -0.3613524
    PC67 > 0.3243189
    ->  class 2\|1  [0.953]

Rule 21/176: (17.7, lift 9.0)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -0.2730613
    PC12 > -1.961471
    PC69 <= 0.236178
    PC98 <= -1.240595
    ->  class 2\|1  [0.949]

Rule 21/177: (17, lift 9.0)
    PC1 <= -0.3062993
    PC8 > 1.299587
    PC13 <= -0.651934
    ->  class 2\|1  [0.947]

Rule 21/178: (296.2/15.5, lift 8.9)
    PC1 <= -0.3062993
    PC7 <= 1.802531
    PC8 > 1.299587
    PC16 > -0.3404065
    PC20 <= 0.04253341
    PC46 > -1.47636
    PC59 > 0.1929408
    ->  class 2\|1  [0.945]

Rule 21/179: (42/1.5, lift 8.9)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC3 <= -1.661317
    PC57 <= -0.1826679
    ->  class 2\|1  [0.943]

Rule 21/180: (52.7/2.3, lift 8.9)
    PC1 <= -0.3062993
    PC8 > 1.299587
    PC14 <= -0.376294
    PC20 > 0.04253341
    PC37 <= 0.01077121
    PC78 <= 0.6323594
    ->  class 2\|1  [0.939]

Rule 21/181: (35.8/1.4, lift 8.9)
    PC1 > -0.3062993
    PC1 <= 7.579506
    PC3 <= -0.01609154
    PC6 > -3.213379
    PC8 > 0.05853367
    PC12 <= 0.4071968
    ->  class 2\|1  [0.936]

Rule 21/182: (110.6/7.1, lift 8.8)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > 1.299587
    PC20 <= 0.04253341
    PC40 <= -0.9684188
    ->  class 2\|1  [0.928]

Rule 21/183: (99.5/6.8, lift 8.7)
    PC1 <= -0.3062993
    PC2 > -1.025067
    PC2 <= 2.5099
    PC8 > -0.2730613
    PC8 <= 1.299587
    PC27 <= 0.7037137
    PC36 <= 0.8098297
    PC47 > -0.6827961
    ->  class 2\|1  [0.923]

Rule 21/184: (159.5/11.7, lift 8.7)
    PC2 <= -1.025067
    PC8 > 0.795783
    PC8 <= 1.299587
    PC20 <= 0.3845912
    PC47 > -0.6827961
    PC67 <= 0.3243189
    PC93 <= 0.5607688
    ->  class 2\|1  [0.921]

Rule 21/185: (50.8/3.4, lift 8.7)
    PC1 > -0.3062993
    PC1 <= 15.92312
    PC2 <= 2.5099
    PC6 <= -3.213379
    PC8 > -3.591267
    PC16 > -1.963041
    PC44 > 0.6049024
    PC65 <= 0.9277187
    ->  class 2\|1  [0.918]

Rule 21/186: (59.2/4.1, lift 8.7)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -0.2730613
    PC8 <= 1.299587
    PC12 > -1.961471
    PC27 <= 0.7037137
    PC32 > -0.007362735
    PC36 <= 0.8098297
    PC44 <= 0.7682887
    PC55 > -0.5508416
    PC65 <= 0.1431216
    PC69 <= 0.236178
    ->  class 2\|1  [0.916]

Rule 21/187: (48.4/3.3, lift 8.7)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -2.62821
    PC8 <= -0.2730613
    PC28 <= -0.1979612
    ->  class 2\|1  [0.916]

Rule 21/188: (9.8, lift 8.7)
    PC1 > -0.3062993
    PC1 <= -0.2008138
    PC2 <= 2.5099
    PC8 > -3.591267
    PC33 > -0.2214909
    PC93 > 0.1502458
    ->  class 2\|1  [0.915]

Rule 21/189: (24.8/1.4, lift 8.6)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -0.2730613
    PC47 > -0.6827961
    PC70 > -0.9037994
    PC100 <= -1.119373
    ->  class 2\|1  [0.910]

Rule 21/190: (74.4/6.3, lift 8.6)
    PC1 <= -0.3062993
    PC8 > 1.299587
    PC27 <= -0.6749307
    PC96 > -0.3563694
    ->  class 2\|1  [0.905]

Rule 21/191: (9.4/0.1, lift 8.5)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -0.2730613
    PC8 <= 0.795783
    PC12 > -1.961471
    PC44 <= 0.7682887
    PC46 <= -0.1735967
    PC59 > -0.449262
    PC69 <= 0.236178
    ->  class 2\|1  [0.903]

Rule 21/192: (70.5/6.1, lift 8.5)
    PC1 <= -0.3062993
    PC8 > 0.795783
    PC8 <= 1.299587
    PC39 <= -0.2206212
    PC47 > -0.6827961
    ->  class 2\|1  [0.901]

Rule 21/193: (30.5/2.6, lift 8.4)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -0.2730613
    PC8 <= 0.795783
    PC44 <= 0.7682887
    PC47 > -0.6827961
    PC55 <= -0.5508416
    PC69 <= 0.236178
    PC94 > -0.8747469
    PC100 > -1.119373
    ->  class 2\|1  [0.889]

Rule 21/194: (58.6/8.9, lift 7.9)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -0.2730613
    PC8 <= 1.299587
    PC34 <= 0.6957582
    PC70 > -0.9037994
    PC94 <= -0.8747469
    ->  class 2\|1  [0.836]

Rule 21/195: (45/7.4, lift 7.8)
    PC1 <= -0.3062993
    PC8 > 1.299587
    PC59 <= 0.1929408
    PC83 <= -0.7618434
    ->  class 2\|1  [0.822]

Rule 21/196: (69.5/0.4, lift 10.7)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -0.2730613
    PC8 <= 1.299587
    PC10 > -0.3955503
    PC47 > -0.6827961
    PC67 <= 0.3243189
    PC70 > -0.9037994
    PC93 > 0.5607688
    PC100 > -1.119373
    ->  class 2\|2  [0.980]

Rule 21/197: (49.8, lift 10.7)
    PC1 <= -0.3062993
    PC4 <= 0.2604021
    PC8 > -2.62821
    PC8 <= -1.669731
    PC27 > -0.7057388
    PC27 <= 0.4629046
    PC62 > -1.051692
    PC64 > 0.1369124
    PC91 > 0.06532938
    ->  class 2\|2  [0.980]

Rule 21/198: (46.3, lift 10.6)
    PC8 > -2.62821
    PC8 <= -0.2730613
    PC9 > 4.282831
    PC32 <= 1.577389
    PC62 <= -1.051692
    ->  class 2\|2  [0.979]

Rule 21/199: (32.2, lift 10.6)
    PC1 > -0.3062993
    PC1 <= 7.579506
    PC3 <= -0.01609154
    PC8 > -3.591267
    PC8 <= 0.05853367
    PC41 > 0.4290316
    PC43 <= 0.5236366
    PC77 > -1.739203
    ->  class 2\|2  [0.971]

Rule 21/200: (32.8, lift 10.6)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -2.62821
    PC8 <= -0.2730613
    PC14 > -0.1945816
    PC29 > 0.2788967
    PC62 > -1.051692
    ->  class 2\|2  [0.971]

Rule 21/201: (21.9, lift 10.4)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > 0.795783
    PC8 <= 1.299587
    PC20 > 0.3845912
    ->  class 2\|2  [0.958]

Rule 21/202: (358.8/36.6, lift 9.7)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC3 > -1.661317
    PC8 > -2.62821
    PC8 <= -0.2730613
    PC12 <= 5.58542
    PC28 > -0.1979612
    PC32 <= 1.962504
    PC33 <= 0.5074444
    PC57 <= -0.1826679
    PC76 <= 0.6005656
    ->  class 2\|2  [0.896]

Rule 21/203: (12206.5/10373.2, lift 1.6)
    PC2 <= 2.5099
    ->  class 2\|2  [0.150]

Rule 21/204: (138.5, lift 8.6)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -2.62821
    PC8 <= -0.2730613
    PC9 <= 4.282831
    PC10 > -0.2203483
    PC14 > -1.794629
    PC22 <= 1.28584
    PC27 > -0.7057388
    PC57 > -0.1826679
    PC62 <= -1.060122
    ->  class 2\|3  [0.993]

Rule 21/205: (107.3, lift 8.6)
    PC1 <= -0.3062993
    PC8 <= -2.62821
    PC25 > 0.2982335
    PC47 <= -0.007249928
    PC57 <= 0.3997369
    PC85 > -0.01013124
    ->  class 2\|3  [0.991]

Rule 21/206: (241.7/1.5, lift 8.6)
    PC1 <= -0.3062993
    PC8 <= -2.62821
    PC19 > -2.544035
    PC34 > -0.06183277
    PC38 <= 0.1580302
    PC48 > -0.4803959
    PC85 <= -0.01013124
    PC96 <= 1.319006
    ->  class 2\|3  [0.990]

Rule 21/207: (99.4, lift 8.6)
    PC1 <= -0.3062993
    PC8 <= -2.62821
    PC38 <= 0.1580302
    PC43 <= -0.3303688
    PC61 <= 0.781295
    PC63 > -6.178812
    PC85 > -0.01013124
    ->  class 2\|3  [0.990]

Rule 21/208: (94.9, lift 8.6)
    PC1 <= -0.3062993
    PC6 <= 0.6452066
    PC8 <= -2.62821
    PC16 <= 0.1971275
    PC53 <= -0.6950343
    PC72 > -0.4841204
    ->  class 2\|3  [0.990]

Rule 21/209: (91.8, lift 8.6)
    PC1 <= -0.3062993
    PC8 <= -2.62821
    PC29 <= -0.09199475
    PC38 > 0.1580302
    ->  class 2\|3  [0.989]

Rule 21/210: (373.5/3.2, lift 8.6)
    PC1 <= -0.3062993
    PC8 <= -2.62821
    PC19 > -2.544035
    PC38 <= 0.1580302
    PC48 > -0.4803959
    PC85 <= -0.01013124
    PC98 <= 0.4626823
    ->  class 2\|3  [0.989]

Rule 21/211: (91.9, lift 8.6)
    PC2 <= 2.5099
    PC8 <= -2.62821
    PC16 <= 0.1971275
    PC38 <= 0.1580302
    PC53 > -0.6950343
    PC58 <= 0.7996474
    PC76 <= -0.5390846
    PC83 <= 0.4489928
    ->  class 2\|3  [0.989]

Rule 21/212: (75.5, lift 8.6)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -2.62821
    PC8 <= -0.2730613
    PC12 <= 5.58542
    PC27 > 0.4629046
    PC32 <= 1.577389
    PC51 <= 0.6281468
    PC57 > -0.1826679
    ->  class 2\|3  [0.987]

Rule 21/213: (73.6, lift 8.6)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC4 > 0.2604021
    PC8 <= -0.2730613
    PC32 <= 1.577389
    PC57 > -0.1826679
    ->  class 2\|3  [0.987]

Rule 21/214: (65.5, lift 8.5)
    PC2 <= 2.5099
    PC8 <= -2.62821
    PC16 <= -1.216922
    PC39 <= 0.1345828
    PC85 > -0.01013124
    ->  class 2\|3  [0.985]

Rule 21/215: (94.4/0.5, lift 8.5)
    PC1 <= -0.3062993
    PC8 <= -2.62821
    PC63 > -6.178812
    PC72 <= -0.4841204
    PC85 > -0.01013124
    ->  class 2\|3  [0.984]

Rule 21/216: (183.9/2.4, lift 8.5)
    PC1 > -2.008313
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -1.669731
    PC8 <= -0.2730613
    PC12 > -3.394197
    PC40 > -0.638712
    PC48 <= 0.6312336
    PC51 <= 0.4586929
    PC57 > -0.1826679
    PC63 <= 0.1533961
    PC88 <= 0.4078948
    ->  class 2\|3  [0.982]

Rule 21/217: (205.2/3.4, lift 8.5)
    PC1 <= -0.3062993
    PC8 > -2.62821
    PC8 <= -1.669731
    PC9 <= 9.865419
    PC19 > -3.613276
    PC23 <= 2.21363
    PC29 <= 0.2788967
    PC32 <= 1.577389
    PC40 > -0.638712
    PC51 <= 0.6281468
    PC57 > -0.1826679
    PC62 > -1.051692
    PC64 <= 0.1369124
    PC79 <= 0.5783401
    ->  class 2\|3  [0.979]

Rule 21/218: (117.3/1.7, lift 8.5)
    PC1 <= -0.3062993
    PC8 <= -2.62821
    PC49 > -0.1580437
    PC85 > -0.01013124
    PC86 <= -0.3120454
    ->  class 2\|3  [0.978]

Rule 21/219: (199.4/4.2, lift 8.5)
    PC1 > -2.895773
    PC1 <= -0.3062993
    PC8 > -2.62821
    PC8 <= -1.669731
    PC9 <= 9.865419
    PC23 <= 2.21363
    PC32 <= 1.577389
    PC40 > -0.638712
    PC46 <= 0.8187779
    PC57 > -0.1826679
    PC62 > -1.051692
    PC66 <= 0.8036679
    PC79 <= 0.5783401
    PC91 <= 0.06532938
    ->  class 2\|3  [0.974]

Rule 21/220: (33.4, lift 8.4)
    PC1 <= -0.3062993
    PC8 <= -2.62821
    PC38 <= 0.1580302
    PC39 > 0.1345828
    PC43 > -0.3303688
    PC85 > -0.01013124
    ->  class 2\|3  [0.971]

Rule 21/221: (31.2, lift 8.4)
    PC1 > -0.3062993
    PC8 <= -3.591267
    PC14 > 1.512467
    PC14 <= 2.572972
    PC84 > -0.7837034
    ->  class 2\|3  [0.970]

Rule 21/222: (81.8/1.5, lift 8.4)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 <= -0.2730613
    PC25 <= 0.2982335
    PC43 > -0.3303688
    PC45 <= -0.03346034
    PC56 <= -0.5297951
    PC83 <= 0.4489928
    PC86 > -0.3120454
    ->  class 2\|3  [0.970]

Rule 21/223: (102.4/2.2, lift 8.4)
    PC1 > -0.3062993
    PC2 <= 2.5099
    PC8 <= -3.591267
    PC31 <= -0.05837341
    ->  class 2\|3  [0.969]

Rule 21/224: (25, lift 8.4)
    PC1 <= -0.3062993
    PC8 <= -2.62821
    PC11 > -2.880181
    PC38 > 0.1580302
    PC57 > 0.5152023
    ->  class 2\|3  [0.963]

Rule 21/225: (102.7/3, lift 8.3)
    PC1 <= -0.3062993
    PC8 <= -2.62821
    PC38 > 0.1580302
    PC49 > -0.2072445
    ->  class 2\|3  [0.962]

Rule 21/226: (23.5, lift 8.3)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 <= -0.2730613
    PC32 <= 1.962504
    PC33 <= 0.5074444
    PC57 <= -0.1826679
    PC76 > 0.6005656
    ->  class 2\|3  [0.961]

Rule 21/227: (242.5/8.9, lift 8.3)
    PC1 <= -0.3062993
    PC8 > -2.62821
    PC8 <= -0.2730613
    PC12 > -3.394197
    PC23 <= 2.21363
    PC28 <= 0.04813993
    PC32 <= 1.577389
    PC40 > -0.638712
    PC48 <= 0.6312336
    PC51 <= 0.4586929
    PC53 <= -0.4276603
    PC57 > -0.1826679
    PC62 > -1.051692
    PC63 <= 0.1533961
    PC88 <= 0.4078948
    ->  class 2\|3  [0.960]

Rule 21/228: (21.9, lift 8.3)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC68 > 5.249786
    ->  class 2\|3  [0.958]

Rule 21/229: (52.3/1.4, lift 8.3)
    PC1 <= -0.3062993
    PC6 > 0.6452066
    PC8 <= -2.62821
    PC43 > -0.3303688
    PC83 <= 0.4489928
    ->  class 2\|3  [0.956]

Rule 21/230: (19.3/0.4, lift 8.1)
    PC1 <= -0.3062993
    PC8 <= -2.62821
    PC10 <= -0.03961701
    PC38 > 0.1580302
    ->  class 2\|3  [0.936]

Rule 21/231: (163.2/10, lift 8.1)
    PC2 <= 2.5099
    PC8 <= -2.62821
    PC39 <= 0.1345828
    PC43 <= -0.1251087
    PC63 > -6.178812
    PC83 <= 0.4489928
    PC85 > -0.01013124
    PC86 > -0.3120454
    ->  class 2\|3  [0.933]

Rule 21/232: (12.3, lift 8.1)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > 1.299587
    PC24 > 1.28976
    ->  class 2\|3  [0.930]

Rule 21/233: (112.5/7.9, lift 8.0)
    PC7 > -1.544343
    PC8 <= -2.62821
    PC19 > -2.544035
    PC48 <= -0.4803959
    PC55 <= 3.357674
    PC85 <= -0.01013124
    PC96 <= 1.319006
    ->  class 2\|3  [0.922]

Rule 21/234: (8.3, lift 7.8)
    PC1 <= -0.3062993
    PC8 > -0.2730613
    PC8 <= 1.299587
    PC9 <= -3.592107
    PC34 > 0.6957582
    ->  class 2\|3  [0.903]

Rule 21/235: (160.3/16.1, lift 7.8)
    PC1 <= -0.3062993
    PC8 <= -2.62821
    PC16 > 0.1971275
    PC43 > -0.3303688
    PC58 <= 0.7996474
    ->  class 2\|3  [0.895]

Rule 21/236: (25.2/2.1, lift 7.7)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -2.62821
    PC8 <= -2.183478
    PC40 <= -0.638712
    PC57 > -0.1826679
    ->  class 2\|3  [0.886]

Rule 21/237: (254.7/32.9, lift 7.5)
    PC2 <= 2.5099
    PC4 <= 0.2604021
    PC8 > -2.62821
    PC8 <= -0.2730613
    PC19 > -3.613276
    PC23 > -0.7927167
    PC23 <= 2.21363
    PC28 <= 0.04813993
    PC29 <= 0.2788967
    PC32 <= 1.577389
    PC40 > -0.638712
    PC48 <= 0.6312336
    PC51 <= 0.4586929
    PC54 <= 1.295496
    PC57 > -0.1826679
    PC62 > -1.051692
    PC63 <= 0.1533961
    PC79 <= 0.5783401
    PC88 <= 0.4078948
    PC89 > -0.1322485
    ->  class 2\|3  [0.868]

Rule 21/238: (87.7/11, lift 7.5)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 <= 1.299587
    PC10 > -0.3955503
    PC34 <= 0.6957582
    PC36 <= 0.8098297
    PC44 <= 1.048562
    PC47 <= -0.6827961
    PC93 > -0.03100601
    ->  class 2\|3  [0.866]

Rule 21/239: (55.2/8.1, lift 7.3)
    PC1 > -0.2008138
    PC1 <= 7.579506
    PC3 <= -0.01609154
    PC5 > -4.574959
    PC8 > -3.591267
    PC8 <= 0.05853367
    PC41 <= 0.4290316
    PC43 <= 0.5236366
    ->  class 2\|3  [0.840]

Rule 21/240: (15.6/3.5, lift 6.4)
    PC2 <= 2.5099
    PC8 <= -0.2730613
    PC29 <= -0.2525983
    PC32 <= 1.577389
    PC40 > -0.638712
    PC51 <= 0.6281468
    PC57 > -0.1826679
    ->  class 2\|3  [0.742]

Rule 21/241: (38.8/11.4, lift 6.0)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC3 > -1.661317
    PC8 <= -0.2730613
    PC33 > 0.5074444
    PC57 <= -0.1826679
    ->  class 2\|3  [0.696]

Rule 21/242: (26.2/10.9, lift 5.0)
    PC1 <= -0.3062993
    PC2 <= -1.025067
    PC8 > -0.2730613
    PC8 <= 0.795783
    PC34 <= 0.6957582
    PC70 > -0.9037994
    PC78 <= -0.451215
    PC94 > -0.8747469
    ->  class 2\|3  [0.579]

Rule 21/243: (154, lift 21.1)
    PC8 <= -2.62821
    PC16 <= 0.1971275
    PC39 <= 0.1345828
    PC43 > -0.3303688
    PC83 > 0.4489928
    PC86 > -0.3120454
    ->  class 2\|4  [0.994]

Rule 21/244: (132.2/4.2, lift 20.4)
    PC1 > -0.3062993
    PC2 <= 2.5099
    PC8 <= -3.591267
    PC14 <= 1.512467
    PC31 > -0.05837341
    ->  class 2\|4  [0.961]

Rule 21/245: (111.2/5, lift 20.1)
    PC1 > -0.3062993
    PC1 <= 7.579506
    PC2 <= 2.5099
    PC3 <= -0.01609154
    PC6 > -3.213379
    PC8 <= 0.05853367
    PC16 > -1.963041
    PC43 > 0.5236366
    ->  class 2\|4  [0.947]

Rule 21/246: (31.8/0.8, lift 20.1)
    PC8 <= -2.62821
    PC38 <= 0.1580302
    PC55 > 3.357674
    ->  class 2\|4  [0.947]

Rule 21/247: (103.8/5.2, lift 20.0)
    PC2 <= 2.5099
    PC8 <= -2.62821
    PC16 <= 0.1971275
    PC25 <= 0.2982335
    PC38 <= 0.1580302
    PC43 > -0.1251087
    PC45 <= -0.03346034
    PC56 > -0.5297951
    PC58 <= 0.7996474
    PC76 > -0.5390846
    PC85 > -0.01013124
    PC86 > -0.3120454
    ->  class 2\|4  [0.941]

Rule 21/248: (243.3/18.3, lift 19.5)
    PC2 <= 2.5099
    PC6 <= 0.6452066
    PC8 <= -2.62821
    PC16 > -1.216922
    PC16 <= 0.1971275
    PC25 <= 0.2982335
    PC39 <= 0.1345828
    PC43 > -0.1251087
    PC45 > -0.03346034
    PC53 > -0.6950343
    PC72 > -0.4841204
    PC76 > -0.5390846
    PC85 > -0.01013124
    PC86 > -0.3120454
    ->  class 2\|4  [0.921]

Rule 21/249: (10.5, lift 19.5)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -2.62821
    PC8 <= -0.2730613
    PC22 > 1.28584
    PC27 > -0.7057388
    PC57 > -0.1826679
    PC62 <= -1.051692
    ->  class 2\|4  [0.920]

Rule 21/250: (92.3/7.9, lift 19.2)
    PC1 <= -0.3062993
    PC7 <= -1.544343
    PC8 <= -2.62821
    PC38 <= 0.1580302
    PC48 <= -0.4803959
    ->  class 2\|4  [0.906]

Rule 21/251: (119.9/11.1, lift 19.1)
    PC1 <= -0.3062993
    PC8 <= -2.62821
    PC19 <= -2.544035
    PC38 <= 0.1580302
    PC85 <= -0.01013124
    ->  class 2\|4  [0.900]

Rule 21/252: (6.9, lift 18.8)
    PC2 <= 2.5099
    PC8 <= -0.2730613
    PC10 > -0.2203483
    PC62 > -1.060122
    PC62 <= -1.051692
    ->  class 2\|4  [0.888]

Rule 21/253: (21.3/1.8, lift 18.6)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 <= -0.2730613
    PC12 <= 5.58542
    PC28 > -0.1979612
    PC32 > 1.962504
    PC57 <= -0.1826679
    ->  class 2\|4  [0.879]

Rule 21/254: (6, lift 18.5)
    PC2 <= 2.5099
    PC8 <= -2.62821
    PC25 > 0.2982335
    PC43 > -0.3303688
    PC47 > -0.007249928
    PC72 > -0.4841204
    PC85 > -0.01013124
    ->  class 2\|4  [0.874]

Rule 21/255: (189.1/28, lift 18.0)
    PC8 <= -2.62821
    PC16 <= 0.1971275
    PC39 <= 0.1345828
    PC43 > -0.3303688
    PC57 > 0.3997369
    PC85 > -0.01013124
    PC86 > -0.3120454
    ->  class 2\|4  [0.848]

Rule 21/256: (20/4.8, lift 15.6)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 <= -0.2730613
    PC10 <= -0.2203483
    PC14 > -1.794629
    PC62 <= -1.051692
    ->  class 2\|4  [0.737]

Rule 21/257: (35.5/9.2, lift 15.4)
    PC8 <= -2.62821
    PC11 <= -2.880181
    PC49 <= -0.2072445
    ->  class 2\|4  [0.727]

Rule 21/258: (14.6/4.5, lift 14.1)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC6 > -0.5545787
    PC27 <= -0.7057388
    PC57 > -0.1826679
    ->  class 2\|4  [0.667]

Rule 21/259: (188.6/67, lift 13.6)
    PC1 <= -0.3062993
    PC8 <= -0.2730613
    PC19 <= -3.613276
    ->  class 2\|4  [0.643]

Default class: 2\|3

-----  Trial 22:  -----

Rules:

Rule 22/1: (124, lift 15.4)
    PC2 > 2.606483
    PC13 <= 8.316996
    PC18 > 2.129967
    PC22 > -0.3725237
    PC28 <= 2.985367
    PC53 <= 0.7363554
    PC83 <= -1.334977
    PC91 <= 2.682686
    ->  class 0\|0  [0.992]

Rule 22/2: (122.2, lift 15.4)
    PC13 <= 0.6310504
    PC18 > 2.129967
    PC20 > -4.939653
    PC28 <= 2.985367
    PC37 <= 1.758989
    PC47 > -0.5788179
    PC55 > -0.4851243
    PC82 <= -0.4669948
    PC91 <= 2.682686
    ->  class 0\|0  [0.992]

Rule 22/3: (121.6, lift 15.4)
    PC13 <= 0.6310504
    PC18 > 2.953889
    PC20 > -4.939653
    PC37 <= 1.758989
    PC89 <= 0.3850325
    PC91 <= 2.682686
    PC98 <= -0.4970001
    ->  class 0\|0  [0.992]

Rule 22/4: (116.4/0.1, lift 15.4)
    PC13 <= 0.6310504
    PC18 > 2.953889
    PC22 > -0.3725237
    PC32 > -1.372486
    PC43 <= -1.26521
    PC55 > -0.4851243
    ->  class 0\|0  [0.990]

Rule 22/5: (69.2/0.4, lift 15.3)
    PC2 > 2.606483
    PC18 > 2.129967
    PC22 > -0.3725237
    PC28 <= 2.985367
    PC37 <= 1.758989
    PC86 <= -1.263183
    ->  class 0\|0  [0.981]

Rule 22/6: (168.9/3.2, lift 15.2)
    PC2 > 2.606483
    PC13 <= 8.316996
    PC18 > 2.129967
    PC22 > -0.3725237
    PC28 <= 2.985367
    PC37 <= 1.758989
    PC47 <= -0.5788179
    ->  class 0\|0  [0.975]

Rule 22/7: (225.1/4.8, lift 15.2)
    PC13 > -2.766053
    PC13 <= 0.6310504
    PC14 > -0.4796647
    PC14 <= 1.991589
    PC18 > 2.953889
    PC21 > -1.022044
    PC22 > -0.3725237
    PC34 <= 1.686112
    PC42 <= 1.557549
    PC53 <= 1.427933
    PC55 > -0.4851243
    PC55 <= 0.3783886
    PC61 <= 0.1062512
    PC70 <= 0.1372329
    PC73 <= 0.7263253
    PC89 <= 0.3850325
    ->  class 0\|0  [0.974]

Rule 22/8: (137.8/3, lift 15.1)
    PC2 > 2.606483
    PC3 <= 1.640775
    PC15 > -0.3468112
    PC18 > -0.8495221
    PC18 <= 2.129967
    PC20 <= 2.399302
    PC22 > -0.3725237
    PC32 > -1.372486
    PC64 > 0.8433579
    PC76 <= 0.4646978
    PC77 > -0.2566138
    PC80 <= 0.3041407
    PC89 > -0.2796495
    PC92 <= 0.8182952
    ->  class 0\|0  [0.971]

Rule 22/9: (202.9/6.6, lift 15.0)
    PC1 > -0.5136668
    PC13 <= 0.6310504
    PC18 > 2.129967
    PC55 > -0.4851243
    PC85 <= 0.8678042
    ->  class 0\|0  [0.963]

Rule 22/10: (21.8/0.1, lift 14.8)
    PC14 <= 0.2774475
    PC18 > 3.171913
    PC20 > -4.939653
    PC22 <= -0.3725237
    ->  class 0\|0  [0.953]

Rule 22/11: (18.3, lift 14.8)
    PC1 <= -0.5136668
    PC6 > 0.07366921
    PC18 > 2.129967
    PC18 <= 2.953889
    PC55 > -0.4851243
    ->  class 0\|0  [0.951]

Rule 22/12: (46.2/2.9, lift 14.3)
    PC2 > 2.606483
    PC3 <= 1.640775
    PC6 > 0.2633233
    PC18 > -0.8495221
    PC18 <= 2.129967
    ->  class 0\|0  [0.919]

Rule 22/13: (103.1/7.5, lift 14.3)
    PC6 <= 0.07366921
    PC13 <= 0.6310504
    PC18 > 2.129967
    PC22 > -0.3725237
    PC28 <= 2.985367
    PC29 > 1.49068
    PC55 > -0.4851243
    PC91 <= 2.682686
    ->  class 0\|0  [0.919]

Rule 22/14: (7.7, lift 14.0)
    PC2 > 2.606483
    PC13 <= 8.316996
    PC14 > 1.765
    PC18 <= 2.129967
    PC22 > -0.3725237
    PC92 <= 0.8182952
    ->  class 0\|0  [0.897]

Rule 22/15: (8, lift 13.9)
    PC18 > 2.129967
    PC18 <= 2.953889
    PC22 > -0.3725237
    PC23 <= -1.279282
    PC55 > -0.4851243
    ->  class 0\|0  [0.894]

Rule 22/16: (4.4, lift 13.1)
    PC10 <= -2.314371
    PC18 > -0.8495221
    PC18 <= 3.171913
    PC22 <= -0.3725237
    PC56 <= -0.9539973
    ->  class 0\|0  [0.842]

Rule 22/17: (43.4/9.4, lift 12.0)
    PC2 > 2.606483
    PC18 > -0.8495221
    PC18 <= 2.129967
    PC22 > -0.3725237
    PC30 > -3.405442
    PC32 > -1.372486
    PC39 > -1.565215
    PC86 <= 4.013646
    PC90 <= -1.764218
    ->  class 0\|0  [0.770]

Rule 22/18: (19.5/4.9, lift 11.3)
    PC2 > 2.606483
    PC3 <= 1.640775
    PC15 > -0.3468112
    PC18 <= 2.129967
    PC22 > -0.3725237
    PC23 <= -0.9738311
    PC92 <= 0.8182952
    PC96 <= 1.186227
    ->  class 0\|0  [0.725]

Rule 22/19: (511.2/147.1, lift 11.1)
    PC6 > -0.329941
    PC18 > 3.171913
    PC82 > -0.8006034
    ->  class 0\|0  [0.711]

Rule 22/20: (85.4, lift 12.6)
    PC2 > 2.606483
    PC18 > 2.129967
    PC28 <= 2.985367
    PC55 <= -0.4851243
    PC83 > -1.334977
    ->  class 0\|1  [0.989]

Rule 22/21: (105.7/1.2, lift 12.5)
    PC13 <= 8.316996
    PC18 > 2.129967
    PC26 > -0.07246788
    PC43 > -1.26521
    PC47 > -0.5788179
    PC82 > -0.4669948
    PC85 <= 0.8678042
    PC89 > 0.3850325
    ->  class 0\|1  [0.980]

Rule 22/22: (27.9, lift 12.3)
    PC18 > 2.129967
    PC32 > -1.372486
    PC47 > -0.5788179
    PC82 > -0.4669948
    PC83 > -1.334977
    PC85 > 0.8678042
    ->  class 0\|1  [0.967]

Rule 22/23: (25.1, lift 12.2)
    PC13 <= 0.6310504
    PC18 > 2.953889
    PC22 > -0.3725237
    PC43 > -1.26521
    PC55 > 0.3783886
    PC83 > -1.334977
    PC98 > -0.4970001
    ->  class 0\|1  [0.963]

Rule 22/24: (20.8, lift 12.2)
    PC1 <= -0.5136668
    PC18 > 2.129967
    PC43 > -1.26521
    PC47 > -0.5788179
    PC55 <= 0.3783886
    PC61 > 0.1062512
    PC73 <= 0.7263253
    PC82 > -0.4669948
    PC83 > -1.334977
    PC98 > -0.4970001
    ->  class 0\|1  [0.956]

Rule 22/25: (16.5, lift 12.0)
    PC8 > -0.1032193
    PC13 > 8.316996
    PC22 > -0.3725237
    ->  class 0\|1  [0.946]

Rule 22/26: (57.9/2.6, lift 11.9)
    PC1 <= -0.5136668
    PC18 > 2.129967
    PC22 > -0.3725237
    PC30 > -3.405442
    PC32 > -1.372486
    PC42 > 1.557549
    PC82 > -0.4669948
    PC86 > -1.263183
    ->  class 0\|1  [0.940]

Rule 22/27: (13.1, lift 11.9)
    PC3 <= 1.640775
    PC7 <= -0.7110269
    PC18 <= -0.8495221
    PC49 <= 1.36366
    PC78 <= 2.983765
    PC94 > 1.003931
    ->  class 0\|1  [0.934]

Rule 22/28: (76.8/6.5, lift 11.5)
    PC1 <= -0.5136668
    PC18 > 2.953889
    PC73 > 0.7263253
    PC82 > -0.4669948
    PC83 > -1.334977
    PC86 > -1.263183
    PC89 <= 0.3850325
    PC98 > -0.4970001
    ->  class 0\|1  [0.905]

Rule 22/29: (24.6/2.3, lift 11.2)
    PC13 <= 0.6310504
    PC14 > 1.991589
    PC18 > 2.953889
    PC98 > -0.4970001
    ->  class 0\|1  [0.877]

Rule 22/30: (43.4/7.6, lift 10.3)
    PC3 <= 1.640775
    PC8 > -0.2121797
    PC18 <= -0.8495221
    PC56 <= 1.035474
    PC78 > 2.983765
    ->  class 0\|1  [0.811]

Rule 22/31: (13.5/4.2, lift 8.4)
    PC2 > 2.606483
    PC3 <= 1.640775
    PC7 <= -0.7110269
    PC18 > -1.002164
    PC18 <= -0.8495221
    PC22 <= 1.63577
    ->  class 0\|1  [0.664]

Rule 22/32: (33/11.1, lift 8.3)
    PC2 > 2.606483
    PC3 <= 1.640775
    PC18 > -1.136285
    PC18 <= -0.8495221
    PC38 > 0.834276
    PC49 <= 1.36366
    PC78 <= 2.983765
    ->  class 0\|1  [0.655]

Rule 22/33: (34.2/19.4, lift 5.6)
    PC2 > 2.606483
    PC3 <= 1.640775
    PC6 <= -1.630364
    PC18 <= -0.8495221
    ->  class 0\|1  [0.437]

Rule 22/34: (3639.5/2168.4, lift 5.1)
    PC2 > 2.606483
    PC3 <= 1.640775
    PC18 > -0.8495221
    ->  class 0\|1  [0.404]

Rule 22/35: (47.8, lift 10.5)
    PC2 > 2.606483
    PC15 > -0.3468112
    PC18 > -0.8495221
    PC18 <= 2.129967
    PC34 <= -0.2082073
    PC39 > -1.565215
    PC40 > -2.448469
    PC47 <= 4.410915
    PC92 > 0.8182952
    ->  class 0\|2  [0.980]

Rule 22/36: (83.9/0.8, lift 10.5)
    PC2 > 2.606483
    PC3 <= 1.640775
    PC11 > 0.03338785
    PC20 <= 3.447608
    PC22 > -0.3725237
    PC32 <= -1.372486
    PC40 > -3.425949
    PC86 <= 4.013646
    ->  class 0\|2  [0.979]

Rule 22/37: (73.5/1, lift 10.4)
    PC8 <= -0.1032193
    PC13 > 8.316996
    PC18 > -0.8495221
    PC22 > -0.3725237
    PC47 <= 0.6174723
    ->  class 0\|2  [0.973]

Rule 22/38: (69.3/1.2, lift 10.3)
    PC2 > 2.606483
    PC3 <= 1.640775
    PC7 > -0.7110269
    PC15 > -0.758292
    PC18 > -1.136285
    PC18 <= -0.8495221
    PC24 <= 2.21512
    PC38 <= 0.834276
    PC47 <= 2.266803
    ->  class 0\|2  [0.969]

Rule 22/39: (160/4, lift 10.3)
    PC1 <= -0.6963497
    PC2 > 2.606483
    PC10 > -2.314371
    PC11 <= 0.2353598
    PC18 > -0.8495221
    PC18 <= 3.171913
    PC20 > -4.939653
    PC20 <= 2.108413
    PC22 <= -0.3725237
    PC30 > -3.405442
    PC43 > -1.648247
    PC47 <= 4.410915
    PC67 > -0.5053855
    ->  class 0\|2  [0.969]

Rule 22/40: (61.6/1, lift 10.3)
    PC2 > 2.606483
    PC3 <= 1.640775
    PC18 <= -0.8495221
    PC19 <= -0.08209673
    PC30 <= 1.407807
    PC31 <= 0.1948286
    PC47 > -0.5000687
    PC49 <= 1.36366
    PC74 <= 0.9222443
    PC96 > -0.7079461
    PC100 > -0.4623103
    PC100 <= 0.7558978
    ->  class 0\|2  [0.968]

Rule 22/41: (25.8, lift 10.3)
    PC3 <= 1.640775
    PC7 > -0.7110269
    PC14 > -0.9299337
    PC18 <= -0.8495221
    PC39 > -0.8554561
    PC48 > -0.4781063
    PC57 > 1.412483
    PC60 > -0.6401682
    PC75 > -0.2615614
    ->  class 0\|2  [0.964]

Rule 22/42: (31.8/0.3, lift 10.3)
    PC10 <= -2.314371
    PC18 > -0.8495221
    PC18 <= 3.171913
    PC22 <= -0.3725237
    PC48 > -0.0926922
    PC60 > -0.4183349
    ->  class 0\|2  [0.961]

Rule 22/43: (49.4/1.1, lift 10.2)
    PC1 > -0.6963497
    PC2 > 2.606483
    PC3 <= 1.640775
    PC4 <= 3.071527
    PC10 > -2.314371
    PC18 > -0.8495221
    PC18 <= 3.171913
    PC22 <= -0.3725237
    PC43 > -1.648247
    PC47 <= 0.284284
    PC86 <= 1.84714
    PC92 > 0.05977903
    ->  class 0\|2  [0.959]

Rule 22/44: (23.5, lift 10.2)
    PC2 > 2.606483
    PC3 <= 1.640775
    PC18 <= 2.129967
    PC22 > -0.3725237
    PC40 <= -2.448469
    PC96 <= 1.186227
    ->  class 0\|2  [0.959]

Rule 22/45: (133.8/5.2, lift 10.2)
    PC2 > 2.606483
    PC6 > -1.630364
    PC7 <= -0.7110269
    PC18 <= -1.002164
    PC22 <= 1.63577
    PC52 > -2.400396
    PC59 > -1.118317
    PC78 <= 2.983765
    PC87 > -1.677675
    PC94 <= 1.003931
    ->  class 0\|2  [0.954]

Rule 22/46: (19.1, lift 10.1)
    PC2 > 2.606483
    PC3 <= 1.640775
    PC13 <= 8.316996
    PC18 > -0.8495221
    PC18 <= 2.129967
    PC22 > -0.3725237
    PC39 <= -1.565215
    PC47 <= 4.410915
    ->  class 0\|2  [0.950]

Rule 22/47: (27.9/0.5, lift 10.1)
    PC2 > 2.606483
    PC6 <= -0.329941
    PC14 > 0.2774475
    PC18 > -0.8495221
    PC20 > -4.939653
    PC22 <= -0.3725237
    PC39 <= -1.981903
    ->  class 0\|2  [0.949]

Rule 22/48: (15.5/0.1, lift 10.0)
    PC7 > -0.1430541
    PC19 <= -0.3036996
    PC20 <= -4.939653
    ->  class 0\|2  [0.937]

Rule 22/49: (26.9/0.9, lift 10.0)
    PC2 > 2.606483
    PC3 <= 1.640775
    PC18 > -0.8495221
    PC18 <= 2.129967
    PC22 > -0.3725237
    PC32 > -1.372486
    PC47 <= 4.410915
    PC89 <= -0.9617721
    PC92 <= 0.8182952
    ->  class 0\|2  [0.934]

Rule 22/50: (12, lift 9.9)
    PC18 > 3.171913
    PC22 <= -0.3725237
    PC82 <= -0.8006034
    ->  class 0\|2  [0.929]

Rule 22/51: (49.1/3.2, lift 9.8)
    PC10 <= -2.314371
    PC18 > -0.8495221
    PC18 <= 3.171913
    PC22 <= -0.3725237
    PC24 > 0.7876676
    PC60 > -0.4183349
    PC86 > -0.7187973
    ->  class 0\|2  [0.918]

Rule 22/52: (90.7/6.9, lift 9.8)
    PC2 > 2.606483
    PC3 <= 1.640775
    PC15 <= -0.3468112
    PC18 > -0.8495221
    PC18 <= 2.129967
    PC22 > -0.3725237
    PC59 <= 0.3942294
    PC73 > -2.252275
    PC93 <= 0.6971903
    ->  class 0\|2  [0.915]

Rule 22/53: (75.2/6.1, lift 9.7)
    PC4 > 3.071527
    PC10 > -2.314371
    PC18 > -0.8495221
    PC18 <= 3.171913
    PC20 > -4.939653
    PC22 <= -0.3725237
    PC30 > -3.405442
    PC47 <= 4.410915
    PC86 <= 1.84714
    ->  class 0\|2  [0.908]

Rule 22/54: (8.9, lift 9.7)
    PC6 <= -0.9888155
    PC18 > 3.171913
    PC20 > -4.939653
    PC22 <= -0.3725237
    PC47 <= 4.410915
    ->  class 0\|2  [0.908]

Rule 22/55: (13.3/0.4, lift 9.7)
    PC2 > 2.606483
    PC18 > -0.8495221
    PC18 <= 2.129967
    PC21 <= -0.6108133
    PC22 > -0.3725237
    PC92 > 0.8182952
    ->  class 0\|2  [0.906]

Rule 22/56: (44.9/3.6, lift 9.6)
    PC10 <= -2.314371
    PC18 > -0.8495221
    PC18 <= 3.171913
    PC22 <= -0.3725237
    PC24 > 0.7876676
    PC60 > -0.4183349
    PC61 <= -0.2744043
    ->  class 0\|2  [0.903]

Rule 22/57: (12/0.4, lift 9.6)
    PC2 > 2.606483
    PC18 > -0.8495221
    PC20 > -4.939653
    PC22 <= -0.3725237
    PC31 > 0.2742729
    PC47 <= 4.410915
    PC92 <= 0.05977903
    ->  class 0\|2  [0.903]

Rule 22/58: (32.3/2.5, lift 9.6)
    PC2 > 2.606483
    PC3 <= 1.640775
    PC18 > -0.8495221
    PC18 <= 2.129967
    PC22 > -0.3725237
    PC32 > -1.372486
    PC39 > -1.565215
    PC86 <= 4.013646
    PC96 > 1.186227
    ->  class 0\|2  [0.899]

Rule 22/59: (60.6/6, lift 9.5)
    PC2 > 2.606483
    PC20 > -4.939653
    PC22 > -0.3725237
    PC28 > 2.985367
    PC47 <= 4.410915
    ->  class 0\|2  [0.888]

Rule 22/60: (109.8/11.9, lift 9.4)
    PC5 <= 2.765218
    PC18 <= -1.136285
    PC31 <= 0.1948286
    PC37 <= -0.8872013
    PC39 > -0.8554561
    PC40 > -2.911253
    PC46 <= 0.9641498
    PC71 > -0.9827021
    ->  class 0\|2  [0.885]

Rule 22/61: (2624.2/1586.1, lift 4.2)
    PC18 <= -1.136285
    ->  class 0\|2  [0.396]

Rule 22/62: (116.8, lift 11.6)
    PC2 > 2.606483
    PC7 > -0.7110269
    PC18 <= -1.287155
    PC28 <= 3.004325
    PC31 > 0.1948286
    PC34 <= -0.06514765
    PC63 <= 1.327901
    ->  class 0\|3  [0.992]

Rule 22/63: (89.7, lift 11.5)
    PC2 > 2.606483
    PC3 <= 1.640775
    PC5 <= 2.765218
    PC18 <= -0.8495221
    PC31 > -0.3617029
    PC39 > -0.8554561
    PC63 <= 1.327901
    PC71 <= 0.8998235
    PC74 > 0.9222443
    PC78 <= 2.102474
    ->  class 0\|3  [0.989]

Rule 22/64: (79.6, lift 11.5)
    PC1 > -0.6963497
    PC2 > 2.606483
    PC3 <= 1.640775
    PC4 <= 3.071527
    PC10 > -2.314371
    PC18 > -0.8495221
    PC18 <= 3.171913
    PC22 <= -0.3725237
    PC31 <= 0.2742729
    PC92 <= 0.05977903
    ->  class 0\|3  [0.988]

Rule 22/65: (67.3, lift 11.5)
    PC2 > 2.606483
    PC3 <= 1.640775
    PC5 <= 2.765218
    PC18 <= -0.8495221
    PC31 > -0.3617029
    PC32 > -1.699559
    PC71 <= -0.9827021
    PC78 <= 2.983765
    ->  class 0\|3  [0.986]

Rule 22/66: (81.1/0.3, lift 11.5)
    PC2 > 2.606483
    PC18 <= -0.8495221
    PC30 <= 2.87681
    PC39 <= -1.666827
    PC40 > -2.911253
    PC78 <= 2.983765
    ->  class 0\|3  [0.985]

Rule 22/67: (61.3, lift 11.5)
    PC5 <= 2.765218
    PC7 > -0.7110269
    PC14 <= -0.9299337
    PC18 <= -1.136285
    PC28 <= 3.004325
    PC30 <= 2.87681
    PC39 > -1.666827
    ->  class 0\|3  [0.984]

Rule 22/68: (56.8, lift 11.5)
    PC2 > 2.606483
    PC16 > -2.591194
    PC18 > -0.8495221
    PC19 > -0.3036996
    PC20 <= -4.939653
    ->  class 0\|3  [0.983]

Rule 22/69: (58.4, lift 11.5)
    PC1 <= -0.6963497
    PC2 > 2.606483
    PC10 > -2.314371
    PC11 > 0.2353598
    PC20 > -4.939653
    PC30 > -3.405442
    ->  class 0\|3  [0.983]

Rule 22/70: (78/0.5, lift 11.4)
    PC3 <= 1.640775
    PC18 <= -1.136285
    PC30 <= 1.407807
    PC31 > -0.3617029
    PC32 > -1.346216
    PC33 > -3.149952
    PC37 > -0.8872013
    PC57 <= -1.296943
    PC60 > -0.6401682
    PC63 <= 1.327901
    PC78 <= 2.983765
    PC79 <= 2.019276
    PC100 > -0.4623103
    ->  class 0\|3  [0.982]

Rule 22/71: (117.3/1.3, lift 11.4)
    PC4 > -7.818982
    PC16 > 0.217841
    PC18 <= -0.8495221
    PC19 > -0.08209673
    PC28 <= 3.004325
    PC30 <= 1.407807
    PC52 <= 1.583358
    PC57 > -1.296943
    PC61 <= 0.8609061
    PC63 <= 1.327901
    PC69 > 0.5546491
    PC75 > -0.2615614
    PC81 <= 0.5371473
    ->  class 0\|3  [0.981]

Rule 22/72: (51.8, lift 11.4)
    PC5 <= 2.765218
    PC7 > -0.7110269
    PC18 <= -1.136285
    PC30 <= 1.407807
    PC33 > -3.149952
    PC37 > -0.8872013
    PC48 <= 0.4455165
    PC52 <= 1.583358
    PC59 > 1.036148
    PC60 > -0.6401682
    PC71 <= 0.8998235
    PC75 > -0.2615614
    PC78 <= 2.102474
    ->  class 0\|3  [0.981]

Rule 22/73: (47.3, lift 11.4)
    PC3 <= 1.640775
    PC4 > -8.287465
    PC5 <= 2.765218
    PC7 > -0.7110269
    PC18 <= -1.136285
    PC60 > -0.6401682
    PC63 <= 1.327901
    PC69 <= -1.875871
    PC71 <= 0.8998235
    PC79 <= 2.019276
    ->  class 0\|3  [0.980]

Rule 22/74: (61/0.4, lift 11.4)
    PC4 > -8.287465
    PC5 <= 2.765218
    PC7 > -0.7110269
    PC18 <= -1.136285
    PC19 > -0.08209673
    PC28 <= 3.004325
    PC30 <= 1.407807
    PC31 > -0.3617029
    PC31 <= 0.1948286
    PC32 > -1.346216
    PC71 <= 0.8998235
    PC75 > -0.2615614
    PC79 <= 2.019276
    PC81 > 0.5371473
    PC96 > -0.7079461
    ->  class 0\|3  [0.979]

Rule 22/75: (127.1/1.8, lift 11.4)
    PC7 > -0.7110269
    PC11 <= 0.09198079
    PC18 <= -1.136285
    PC31 > -0.3617029
    PC39 <= -0.8554561
    PC63 <= 1.327901
    PC78 <= 2.983765
    ->  class 0\|3  [0.978]

Rule 22/76: (40.7, lift 11.4)
    PC2 > 2.606483
    PC5 <= 2.765218
    PC7 > -0.7110269
    PC18 <= -1.136285
    PC30 <= 2.87681
    PC31 > -0.3617029
    PC32 > -1.699559
    PC39 > -0.8554561
    PC47 > -0.5000687
    PC78 <= 2.102474
    PC79 <= 2.019276
    PC100 > 0.7558978
    ->  class 0\|3  [0.977]

Rule 22/77: (40.9, lift 11.4)
    PC2 > 2.606483
    PC3 <= 1.640775
    PC18 <= -0.8495221
    PC49 > 1.36366
    PC78 <= 2.983765
    ->  class 0\|3  [0.977]

Rule 22/78: (40.8, lift 11.4)
    PC2 > 2.606483
    PC3 <= 1.640775
    PC18 > -0.8495221
    PC47 > 4.410915
    ->  class 0\|3  [0.977]

Rule 22/79: (39.6, lift 11.4)
    PC4 > -7.818982
    PC7 > -0.7110269
    PC17 <= -3.198881
    PC30 <= 1.407807
    PC33 > -3.149952
    PC62 > -0.5884922
    PC63 <= 1.327901
    PC81 > 0.1246919
    ->  class 0\|3  [0.976]

Rule 22/80: (39, lift 11.4)
    PC5 <= 2.765218
    PC18 <= -1.136285
    PC45 > 1.072032
    PC74 <= 0.9222443
    PC78 <= 2.983765
    PC81 > 0.1246919
    ->  class 0\|3  [0.976]

Rule 22/81: (59.4/0.6, lift 11.4)
    PC3 <= 1.640775
    PC18 <= -1.136285
    PC40 <= -2.911253
    PC78 <= 2.983765
    ->  class 0\|3  [0.974]

Rule 22/82: (36.1, lift 11.3)
    PC2 > 2.606483
    PC3 <= 1.640775
    PC5 <= 2.765218
    PC18 <= -1.136285
    PC30 <= 2.87681
    PC66 <= 3.829112
    PC78 <= 2.983765
    PC85 > 1.993083
    ->  class 0\|3  [0.974]

Rule 22/83: (36.5, lift 11.3)
    PC2 > 2.606483
    PC3 <= 1.640775
    PC5 <= 2.765218
    PC18 <= -0.8495221
    PC30 <= 2.87681
    PC46 > 0.9641498
    ->  class 0\|3  [0.974]

Rule 22/84: (36.1, lift 11.3)
    PC3 <= 1.640775
    PC8 <= -0.2121797
    PC18 <= -0.8495221
    PC78 > 2.983765
    ->  class 0\|3  [0.974]

Rule 22/85: (110.3/2.1, lift 11.3)
    PC2 > 2.606483
    PC3 <= 1.640775
    PC7 > -0.7110269
    PC16 <= 2.353309
    PC18 <= -1.136285
    PC26 <= 1.077876
    PC31 <= 0.1948286
    PC32 > -1.699559
    PC33 > -3.149952
    PC47 <= -0.5000687
    PC48 <= 0.4455165
    PC60 > -0.6401682
    PC61 <= 0.8609061
    PC63 <= 1.327901
    PC71 <= 0.8998235
    ->  class 0\|3  [0.972]

Rule 22/86: (32.5, lift 11.3)
    PC4 > -8.287465
    PC5 <= 2.765218
    PC7 > -0.7110269
    PC18 <= -1.136285
    PC19 > -0.08209673
    PC31 <= 0.1948286
    PC33 > -3.149952
    PC47 > -0.5000687
    PC50 <= -0.4471362
    PC60 > -0.6401682
    PC63 <= 1.327901
    PC69 <= 0.5546491
    PC79 <= 2.019276
    ->  class 0\|3  [0.971]

Rule 22/87: (91.1/2, lift 11.3)
    PC2 > 2.606483
    PC3 <= 1.640775
    PC5 <= 2.765218
    PC7 > -0.7110269
    PC18 <= -1.136285
    PC31 > -0.3617029
    PC32 > -1.699559
    PC48 <= 0.4455165
    PC60 > -0.6401682
    PC63 <= 1.327901
    PC71 <= 0.8998235
    PC79 <= 2.019276
    PC100 <= -0.4623103
    ->  class 0\|3  [0.968]

Rule 22/88: (63/1.1, lift 11.3)
    PC2 > 2.606483
    PC3 <= 1.640775
    PC4 > -8.287465
    PC5 <= 2.765218
    PC18 <= -1.136285
    PC28 <= 3.004325
    PC32 > -1.699559
    PC38 <= 1.42913
    PC48 <= 0.4455165
    PC52 <= 1.583358
    PC60 > -0.6401682
    PC62 <= -0.05086501
    PC63 <= 1.327901
    PC75 <= -0.2615614
    PC78 <= 2.983765
    PC79 <= 2.019276
    ->  class 0\|3  [0.968]

Rule 22/89: (27.5, lift 11.3)
    PC2 > 2.606483
    PC3 <= 1.640775
    PC22 <= -0.3725237
    PC43 > -1.648247
    PC67 <= -0.5053855
    ->  class 0\|3  [0.966]

Rule 22/90: (89.5/2.2, lift 11.2)
    PC3 <= 1.640775
    PC4 > -8.287465
    PC7 > -0.7110269
    PC18 <= -1.136285
    PC30 <= 1.407807
    PC37 > -0.8872013
    PC38 <= 1.42913
    PC39 > -0.8554561
    PC47 > -0.5000687
    PC63 <= 1.327901
    PC78 <= 2.983765
    PC79 <= 2.019276
    PC89 <= 0.7224404
    PC96 <= -0.7079461
    ->  class 0\|3  [0.965]

Rule 22/91: (26, lift 11.2)
    PC5 <= 2.765218
    PC18 <= -0.8495221
    PC57 <= -2.84451
    PC63 > 1.327901
    ->  class 0\|3  [0.964]

Rule 22/92: (40.7/0.6, lift 11.2)
    PC18 <= -1.136285
    PC32 > -1.699559
    PC66 > 3.829112
    ->  class 0\|3  [0.963]

Rule 22/93: (21, lift 11.1)
    PC5 <= 2.765218
    PC18 <= -1.136285
    PC30 <= 1.407807
    PC31 <= 0.1948286
    PC37 > -0.8872013
    PC42 > 1.347964
    PC69 <= 0.5546491
    PC79 <= 2.019276
    PC81 > 0.1246919
    ->  class 0\|3  [0.957]

Rule 22/94: (14.3, lift 10.9)
    PC1 > -0.6963497
    PC2 > 2.606483
    PC3 <= 1.640775
    PC10 > -2.314371
    PC18 > -0.8495221
    PC18 <= 3.171913
    PC22 <= -0.3725237
    PC47 > 0.284284
    ->  class 0\|3  [0.939]

Rule 22/95: (50.6/2.4, lift 10.9)
    PC2 > 2.606483
    PC3 <= 1.640775
    PC10 > -2.314371
    PC18 <= 3.171913
    PC22 <= -0.3725237
    PC43 > -1.648247
    PC86 > 1.84714
    ->  class 0\|3  [0.936]

Rule 22/96: (21.7/0.8, lift 10.7)
    PC2 > 2.606483
    PC15 <= -0.3468112
    PC18 > -0.8495221
    PC30 > -3.405442
    PC73 <= -2.252275
    PC90 > -1.764218
    ->  class 0\|3  [0.923]

Rule 22/97: (10.6, lift 10.7)
    PC3 <= 1.640775
    PC7 > -0.7110269
    PC18 <= -0.8495221
    PC28 <= 3.004325
    PC30 <= 1.407807
    PC31 > -0.3617029
    PC39 > -1.666827
    PC47 > -0.5000687
    PC62 > -0.05086501
    PC75 <= -0.2615614
    PC77 > -0.07627472
    ->  class 0\|3  [0.921]

Rule 22/98: (334/30, lift 10.6)
    PC4 > -7.818982
    PC5 <= 2.765218
    PC9 <= 0.580468
    PC16 > 0.217841
    PC18 <= -1.136285
    PC19 > -0.08209673
    PC30 <= 1.407807
    PC31 > -0.3617029
    PC31 <= 0.1874593
    PC32 > -1.346216
    PC33 > -3.149952
    PC37 > -0.8872013
    PC38 <= 1.42913
    PC41 <= 0.1900463
    PC47 > -0.5000687
    PC48 > -0.4781063
    PC57 > -1.202412
    PC57 <= 1.412483
    PC59 <= 1.029092
    PC62 > -0.5884922
    PC63 <= 1.16783
    PC71 > -0.7841926
    PC71 <= 0.5641248
    PC75 > -0.2615614
    PC78 <= 2.102474
    PC81 <= 0.1246919
    PC89 > -0.4736859
    ->  class 0\|3  [0.908]

Rule 22/99: (48/3.8, lift 10.5)
    PC2 > 2.606483
    PC3 <= 1.640775
    PC7 > -0.7110269
    PC15 <= -0.758292
    PC18 > -1.136285
    PC18 <= -0.8495221
    ->  class 0\|3  [0.903]

Rule 22/100: (6.3, lift 10.2)
    PC13 > 8.316996
    PC22 > -0.3725237
    PC47 > 0.6174723
    ->  class 0\|3  [0.879]

Rule 22/101: (56.5/7.4, lift 10.0)
    PC2 > 2.606483
    PC6 > -1.630364
    PC7 <= -0.7110269
    PC18 <= -0.8495221
    PC22 > 1.63577
    ->  class 0\|3  [0.856]

Rule 22/102: (68.6/10.4, lift 9.8)
    PC1 > -0.430681
    PC6 > -2.501723
    PC16 > 0.8572028
    PC79 > 0.671106
    ->  class 0\|3  [0.839]

Rule 22/103: (29.2/4.8, lift 9.5)
    PC3 <= 1.640775
    PC18 > -1.136285
    PC18 <= -0.8495221
    PC24 > 2.21512
    ->  class 0\|3  [0.814]

Rule 22/104: (35.5/12.2, lift 7.5)
    PC2 > 2.606483
    PC3 <= 1.640775
    PC18 > -0.8495221
    PC86 > 4.013646
    ->  class 0\|3  [0.647]

Rule 22/105: (268.6/1.3, lift 19.5)
    PC1 > -0.430681
    PC12 > 2.673064
    PC19 > 1.858538
    PC79 > -0.1133754
    PC82 <= 0.3369567
    PC88 <= 0.05749534
    ->  class 1\|0  [0.992]

Rule 22/106: (208.1/1.1, lift 19.4)
    PC1 > -0.430681
    PC9 > -0.4262954
    PC10 <= -0.1638609
    PC16 <= 0.1224957
    PC18 <= 0.2243217
    PC68 > -1.830715
    PC70 <= 0.07510992
    PC78 <= 0.166106
    ->  class 1\|0  [0.990]

Rule 22/107: (100.1, lift 19.4)
    PC3 > 1.640775
    PC8 > -3.622398
    PC12 <= -0.05653552
    PC13 > -0.1533111
    PC15 > -0.05319579
    PC15 <= 2.464888
    PC33 > -0.5413352
    PC48 > -0.3409121
    PC48 <= -0.1479321
    PC65 > -0.1389549
    PC88 > -0.3582947
    PC92 <= 0.4954863
    ->  class 1\|0  [0.990]

Rule 22/108: (124.8/0.5, lift 19.4)
    PC1 > -0.430681
    PC2 <= 2.606483
    PC6 <= -2.501723
    PC11 <= -0.08327016
    PC18 <= 0.2243217
    PC30 <= 0.2379731
    PC68 <= 1.01486
    PC71 > -0.5091391
    ->  class 1\|0  [0.989]

Rule 22/109: (51.4, lift 19.3)
    PC2 <= 2.606483
    PC3 <= -5.374279
    PC18 > 0.2243217
    ->  class 1\|0  [0.981]

Rule 22/110: (98.9/1, lift 19.2)
    PC2 > 2.606483
    PC3 > 1.640775
    PC8 > -3.622398
    PC33 > -0.5413352
    PC37 > 0.2573436
    PC46 > -0.6492637
    PC65 > -0.1389549
    PC84 > -0.6454148
    PC86 > -2.195481
    PC88 > -0.3582947
    PC92 <= 0.4954863
    ->  class 1\|0  [0.980]

Rule 22/111: (43.2, lift 19.2)
    PC1 > -0.430681
    PC9 > -0.1967146
    PC10 <= 0.9459118
    PC12 > 2.673064
    PC19 <= 1.858538
    PC60 > -0.5563228
    PC87 > -0.4816411
    PC99 <= 0.2224677
    ->  class 1\|0  [0.978]

Rule 22/112: (38.5, lift 19.1)
    PC1 > -0.430681
    PC2 <= 2.606483
    PC6 > -2.501723
    PC8 > -3.76792
    PC16 <= 0.8572028
    PC18 <= 0.2243217
    PC19 > -1.326658
    PC57 <= -1.562916
    ->  class 1\|0  [0.975]

Rule 22/113: (53.5/0.5, lift 19.1)
    PC3 > 1.640775
    PC12 <= -0.05653552
    PC19 > 0.2240216
    PC33 > -0.5413352
    PC46 > -0.6492637
    PC65 > -0.1389549
    PC88 > -0.3582947
    PC92 <= 0.4954863
    ->  class 1\|0  [0.973]

Rule 22/114: (31.5, lift 19.0)
    PC2 > 2.606483
    PC3 > 1.640775
    PC33 > -0.5413352
    PC46 > -0.6492637
    PC48 <= -0.3409121
    PC65 > -0.1389549
    ->  class 1\|0  [0.970]

Rule 22/115: (25.9, lift 18.9)
    PC1 > -0.430681
    PC2 <= 2.606483
    PC7 > -7.168568
    PC9 > -0.4262954
    PC16 <= 0.8572028
    PC18 <= 0.2243217
    PC66 > 0.6801729
    PC68 > -1.830715
    ->  class 1\|0  [0.964]

Rule 22/116: (108.9/3.3, lift 18.9)
    PC1 > -0.430681
    PC12 > 2.673064
    PC19 > 1.858538
    PC80 > 0.6568857
    PC87 > -0.4816411
    PC88 <= 0.05749534
    ->  class 1\|0  [0.961]

Rule 22/117: (30/1.5, lift 18.1)
    PC2 > 2.606483
    PC3 > 1.640775
    PC15 > 2.464888
    ->  class 1\|0  [0.922]

Rule 22/118: (9.2, lift 17.9)
    PC1 > -0.430681
    PC9 > 0.4976352
    PC18 > 0.2243217
    PC45 > 0.07133837
    ->  class 1\|0  [0.911]

Rule 22/119: (8.8, lift 17.8)
    PC2 > 2.606483
    PC3 > 1.640775
    PC15 > -0.05319579
    PC41 > 0.4264308
    PC46 > -0.6492637
    ->  class 1\|0  [0.907]

Rule 22/120: (9.3/0.4, lift 17.3)
    PC1 > -0.430681
    PC2 <= 2.606483
    PC7 > -7.168568
    PC9 > -0.4262954
    PC16 <= 0.8572028
    PC19 > -1.326658
    PC68 > -1.830715
    PC74 <= -2.024149
    ->  class 1\|0  [0.880]

Rule 22/121: (40.9/10, lift 14.6)
    PC1 > -0.430681
    PC2 <= 2.606483
    PC15 > -0.6049531
    PC18 > 0.2243217
    PC29 <= 0.7205848
    PC45 <= 0.07133837
    PC98 <= -0.1840216
    ->  class 1\|0  [0.744]

Rule 22/122: (234.6/4.6, lift 14.6)
    PC1 > -0.430681
    PC6 > -2.501723
    PC7 > -7.168568
    PC9 > -0.4262954
    PC10 > -0.1638609
    PC12 <= 2.673064
    PC16 <= 0.8572028
    PC18 <= 0.2243217
    PC19 > -1.14673
    PC43 <= 2.2329
    PC59 <= 0.9940436
    PC66 <= 0.6801729
    PC68 > -1.830715
    PC90 <= 0.6714778
    PC92 <= 0.308862
    ->  class 1\|1  [0.977]

Rule 22/123: (33.2, lift 14.6)
    PC1 > -0.430681
    PC10 > 0.9459118
    PC12 > 2.673064
    PC19 <= 1.858538
    ->  class 1\|1  [0.972]

Rule 22/124: (62.4/1.3, lift 14.5)
    PC1 > -0.430681
    PC2 <= 2.606483
    PC3 > -5.374279
    PC6 <= 7.634698
    PC15 > -0.6049531
    PC18 > 0.2243217
    PC18 <= 0.4007553
    PC45 <= 0.07133837
    PC98 > -0.1840216
    ->  class 1\|1  [0.965]

Rule 22/125: (59.1/1.4, lift 14.4)
    PC1 > -0.430681
    PC2 <= 2.606483
    PC6 <= -2.501723
    PC12 <= 2.673064
    PC18 <= 0.2243217
    PC30 > 0.2379731
    PC71 > -0.5091391
    ->  class 1\|1  [0.961]

Rule 22/126: (22.1, lift 14.4)
    PC1 > -0.430681
    PC2 <= 2.606483
    PC6 <= -2.501723
    PC12 <= 2.673064
    PC18 <= 0.2243217
    PC68 > 1.01486
    PC71 > -0.5091391
    ->  class 1\|1  [0.959]

Rule 22/127: (32.7/0.6, lift 14.3)
    PC1 > -0.430681
    PC12 > 2.673064
    PC19 <= 1.858538
    PC68 > -1.635412
    PC99 > 0.2224677
    ->  class 1\|1  [0.955]

Rule 22/128: (30.3/0.6, lift 14.2)
    PC1 > -0.430681
    PC2 <= 2.606483
    PC12 > 2.673064
    PC79 <= -0.1133754
    PC80 <= 0.6568857
    ->  class 1\|1  [0.949]

Rule 22/129: (26.2/0.7, lift 14.1)
    PC1 > -0.430681
    PC9 > -0.1967146
    PC12 > 2.673064
    PC88 > 0.05749534
    ->  class 1\|1  [0.941]

Rule 22/130: (24.4/0.6, lift 14.1)
    PC1 > -0.430681
    PC2 <= 2.606483
    PC6 <= -2.501723
    PC8 > -3.76792
    PC11 > -0.08327016
    PC30 <= 0.2379731
    PC53 > -2.128394
    PC71 > -0.5091391
    ->  class 1\|1  [0.940]

Rule 22/131: (11.7, lift 13.9)
    PC19 <= -1.326658
    PC99 <= -4.31197
    ->  class 1\|1  [0.927]

Rule 22/132: (11.4, lift 13.9)
    PC1 > 7.82627
    PC4 > -1.09963
    PC8 > -3.76792
    PC9 <= -0.4262954
    PC16 <= 0.8572028
    PC19 > -1.326658
    ->  class 1\|1  [0.926]

Rule 22/133: (6.9, lift 13.3)
    PC1 <= -0.430681
    PC2 > -1.025067
    PC2 <= 2.606483
    PC8 > 0.06156064
    PC82 > 0.4797282
    ->  class 1\|1  [0.887]

Rule 22/134: (35.2/3.5, lift 13.2)
    PC1 > -0.430681
    PC9 > -0.1967146
    PC12 > 2.673064
    PC87 <= -0.4816411
    ->  class 1\|1  [0.880]

Rule 22/135: (28.6/2.8, lift 13.1)
    PC1 > -0.430681
    PC9 > -0.1967146
    PC12 > 2.673064
    PC19 <= 1.858538
    PC60 <= -0.5563228
    ->  class 1\|1  [0.876]

Rule 22/136: (29.5/3.4, lift 12.9)
    PC1 > -0.430681
    PC2 <= 2.606483
    PC9 > -0.4262954
    PC10 <= -0.1638609
    PC16 <= 0.1224957
    PC68 > -1.830715
    PC78 > 0.166106
    ->  class 1\|1  [0.859]

Rule 22/137: (1380/585.6, lift 8.6)
    PC2 > 2.606483
    PC3 > 1.640775
    ->  class 1\|1  [0.576]

Rule 22/138: (257.9, lift 16.0)
    PC1 > -0.430681
    PC6 > -2.501723
    PC12 <= 1.329531
    PC16 <= 0.8572028
    PC18 <= 0.2243217
    PC19 <= -1.326658
    PC49 > -1.559507
    PC53 > 0.1752658
    PC77 > -1.330353
    ->  class 1\|2  [0.996]

Rule 22/139: (155.9, lift 15.9)
    PC2 <= 2.606483
    PC5 > 2.990929
    PC12 <= 2.673064
    PC16 > 0.8572028
    PC18 <= 0.2243217
    PC65 <= 1.003645
    ->  class 1\|2  [0.994]

Rule 22/140: (120.3, lift 15.9)
    PC1 > 6.307305
    PC6 > -2.501723
    PC18 <= 0.2243217
    PC19 <= -1.326658
    PC20 > -0.2450628
    PC53 <= 0.1752658
    PC77 > -1.330353
    PC97 > -1.34584
    PC99 > -4.31197
    ->  class 1\|2  [0.992]

Rule 22/141: (127.5, lift 15.9)
    PC2 > 2.606483
    PC3 > 1.640775
    PC10 > 0.08266461
    PC15 <= -0.05319579
    PC32 <= 0.1903198
    PC35 > -0.2449052
    PC38 <= 0.2081287
    PC39 > -0.5496817
    ->  class 1\|2  [0.992]

Rule 22/142: (101.3/0.3, lift 15.8)
    PC1 > -0.430681
    PC6 > -2.501723
    PC11 <= -1.705041
    PC12 <= 2.673064
    PC13 <= -0.01005008
    PC16 > 0.8572028
    ->  class 1\|2  [0.988]

Rule 22/143: (204.7/2.1, lift 15.8)
    PC1 > -0.430681
    PC1 <= 6.307305
    PC2 <= 2.606483
    PC9 > -1.33398
    PC16 <= 0.8572028
    PC19 <= -1.326658
    PC20 > -0.2450628
    ->  class 1\|2  [0.985]

Rule 22/144: (60.2, lift 15.8)
    PC1 > -0.430681
    PC2 <= 2.606483
    PC6 > -2.501723
    PC10 > -0.1638609
    PC12 <= 2.673064
    PC16 <= 0.8572028
    PC18 <= 0.2243217
    PC57 > -1.562916
    PC68 > -1.830715
    PC74 > -2.024149
    PC92 > 0.308862
    ->  class 1\|2  [0.984]

Rule 22/145: (61.9, lift 15.8)
    PC1 > -0.430681
    PC2 <= 2.606483
    PC6 > -2.501723
    PC10 > -0.1638609
    PC12 <= 2.673064
    PC18 <= 0.2243217
    PC19 > -1.326658
    PC57 > -1.562916
    PC90 > 0.6714778
    ->  class 1\|2  [0.983]

Rule 22/146: (164.4/1.8, lift 15.8)
    PC3 > 0.3151459
    PC12 <= 2.673064
    PC13 <= -0.01005008
    PC16 > 0.8572028
    PC18 <= 0.2243217
    PC22 <= 4.472173
    PC34 > -0.6858287
    PC59 <= 0.621244
    PC100 > 0.5062227
    ->  class 1\|2  [0.983]

Rule 22/147: (222.8/3.5, lift 15.7)
    PC1 > -0.430681
    PC2 <= 2.606483
    PC6 > -2.501723
    PC9 > -0.4262954
    PC10 > -0.1638609
    PC16 <= 0.8572028
    PC18 <= 0.2243217
    PC19 <= -1.14673
    PC90 <= 0.6714778
    ->  class 1\|2  [0.980]

Rule 22/148: (48.9, lift 15.7)
    PC3 > 9.530685
    PC15 <= -0.05319579
    PC35 > -0.2449052
    ->  class 1\|2  [0.980]

Rule 22/149: (47.1, lift 15.7)
    PC2 <= 2.606483
    PC3 > 0.3151459
    PC6 > -2.501723
    PC13 <= -0.01005008
    PC34 > -0.6858287
    PC56 <= -0.5880706
    PC100 <= 0.5062227
    ->  class 1\|2  [0.979]

Rule 22/150: (43, lift 15.7)
    PC1 > -0.430681
    PC2 <= 2.606483
    PC8 > -3.76792
    PC98 <= -0.9144674
    ->  class 1\|2  [0.978]

Rule 22/151: (84.2/1.1, lift 15.7)
    PC1 > -0.430681
    PC6 > -2.501723
    PC12 <= 2.673064
    PC13 <= -0.01005008
    PC16 > 0.8572028
    PC34 > -0.6858287
    PC60 <= -0.6286402
    PC100 <= 0.5062227
    ->  class 1\|2  [0.976]

Rule 22/152: (37.2, lift 15.6)
    PC2 <= 2.606483
    PC3 > 0.3151459
    PC12 <= 2.673064
    PC13 <= -0.01005008
    PC16 > 0.8572028
    PC18 <= 0.2243217
    PC56 > 0.3922195
    PC100 <= 0.5062227
    ->  class 1\|2  [0.975]

Rule 22/153: (32.2, lift 15.6)
    PC1 > -0.430681
    PC2 <= 2.606483
    PC3 <= 0.3151459
    PC6 > -2.501723
    PC16 > 0.8572028
    PC28 > 0.1283544
    ->  class 1\|2  [0.971]

Rule 22/154: (89.7/1.7, lift 15.6)
    PC2 <= 2.606483
    PC6 > -2.501723
    PC7 <= -2.36032
    PC12 <= 2.673064
    PC16 > 0.8572028
    PC18 <= 0.2243217
    PC56 > -0.5179325
    PC63 <= 0.2457976
    ->  class 1\|2  [0.971]

Rule 22/155: (29.5, lift 15.5)
    PC2 <= 2.606483
    PC7 <= -2.36032
    PC12 <= 2.673064
    PC13 <= -0.01005008
    PC16 > 0.8572028
    PC56 <= -0.5179325
    ->  class 1\|2  [0.968]

Rule 22/156: (20.5, lift 15.3)
    PC2 > 2.606483
    PC3 > 1.640775
    PC15 <= -0.05319579
    PC35 > -0.2449052
    PC80 > 0.5106223
    ->  class 1\|2  [0.955]

Rule 22/157: (17.6, lift 15.2)
    PC1 > -0.430681
    PC2 <= 2.606483
    PC6 > -2.501723
    PC9 > -0.4262954
    PC18 <= 0.2243217
    PC57 > -1.562916
    PC59 > 0.9940436
    PC66 <= 0.6801729
    ->  class 1\|2  [0.949]

Rule 22/158: (46.9/1.6, lift 15.2)
    PC2 <= 2.606483
    PC7 <= -7.168568
    PC12 <= 2.673064
    PC18 <= 0.2243217
    PC19 > -1.326658
    ->  class 1\|2  [0.946]

Rule 22/159: (55.9/3.1, lift 14.9)
    PC2 <= 2.606483
    PC3 > 0.3151459
    PC12 <= 2.673064
    PC13 <= -0.01005008
    PC16 > 0.8572028
    PC16 <= 1.118512
    PC79 <= 0.671106
    ->  class 1\|2  [0.930]

Rule 22/160: (33/1.8, lift 14.8)
    PC1 > -0.430681
    PC13 <= -0.154866
    PC16 <= 0.8572028
    PC18 <= 0.2243217
    PC68 <= -1.830715
    ->  class 1\|2  [0.921]

Rule 22/161: (19.3/1.1, lift 14.5)
    PC1 > -0.430681
    PC2 <= 2.606483
    PC8 <= -3.76792
    PC84 <= -0.4041851
    ->  class 1\|2  [0.902]

Rule 22/162: (87.8/8.4, lift 14.4)
    PC2 > 3.098823
    PC3 > 1.640775
    PC11 <= 1.332941
    PC15 > -0.05319579
    PC16 > -0.8953013
    PC22 <= 0.5196216
    PC49 <= 0.1963117
    PC51 <= 0.5926122
    ->  class 1\|2  [0.895]

Rule 22/163: (6.8/0.3, lift 13.7)
    PC2 <= 2.606483
    PC6 > -2.501723
    PC7 <= -2.36032
    PC16 > 0.8572028
    PC18 <= 0.2243217
    PC51 <= -1.305306
    ->  class 1\|2  [0.855]

Rule 22/164: (162.3, lift 14.7)
    PC1 > -0.430681
    PC2 <= 2.606483
    PC3 > 0.3151459
    PC5 <= 2.990929
    PC7 > -2.36032
    PC12 <= 2.673064
    PC13 <= -0.01005008
    PC16 > 1.118512
    PC56 > -0.5880706
    PC60 > -0.6286402
    PC79 <= 0.671106
    PC100 <= 0.5062227
    ->  class 1\|3  [0.994]

Rule 22/165: (85, lift 14.6)
    PC2 <= 2.606483
    PC3 > 0.9603878
    PC15 <= -0.6049531
    PC18 > 0.2243217
    ->  class 1\|3  [0.989]

Rule 22/166: (59.1, lift 14.5)
    PC1 > -0.430681
    PC2 <= 2.606483
    PC8 > -3.76792
    PC13 > -0.154866
    PC16 <= 0.8572028
    PC18 <= 0.2243217
    PC19 > -1.326658
    PC68 <= -1.830715
    ->  class 1\|3  [0.984]

Rule 22/167: (60.8/0.2, lift 14.5)
    PC1 > -0.430681
    PC1 <= 6.307305
    PC9 <= -1.33398
    PC16 <= 0.8572028
    PC17 <= 0.4262569
    PC19 <= -1.326658
    PC20 > -0.2450628
    PC53 <= 0.1752658
    ->  class 1\|3  [0.981]

Rule 22/168: (113.2/1.7, lift 14.4)
    PC2 > 2.606483
    PC3 > 1.640775
    PC3 <= 9.530685
    PC15 <= -0.05319579
    PC38 > 0.2081287
    PC80 <= 0.5106223
    ->  class 1\|3  [0.977]

Rule 22/169: (68.4/1.3, lift 14.3)
    PC1 > -0.430681
    PC2 <= 2.606483
    PC3 > 0.3151459
    PC5 <= 2.990929
    PC16 > 0.8572028
    PC34 <= -0.6858287
    PC79 <= 0.671106
    PC98 > -0.9144674
    ->  class 1\|3  [0.967]

Rule 22/170: (21.6, lift 14.1)
    PC1 > -0.430681
    PC16 <= 0.8572028
    PC19 <= -1.326658
    PC77 <= -1.330353
    ->  class 1\|3  [0.958]

Rule 22/171: (211.3/9.9, lift 14.0)
    PC1 > -0.430681
    PC2 <= 2.606483
    PC3 > 0.3151459
    PC5 <= 2.990929
    PC13 > -0.01005008
    PC16 > 0.8572028
    PC18 <= 0.2243217
    ->  class 1\|3  [0.949]

Rule 22/172: (21.2/0.2, lift 14.0)
    PC2 <= 2.606483
    PC16 <= 0.8572028
    PC19 <= -1.326658
    PC53 <= 0.1752658
    PC97 <= -1.34584
    ->  class 1\|3  [0.947]

Rule 22/173: (149/8.1, lift 13.9)
    PC1 > -0.430681
    PC2 <= 2.606483
    PC5 <= 2.990929
    PC11 > -1.705041
    PC12 <= 2.673064
    PC13 <= -0.01005008
    PC16 > 0.8572028
    PC51 > -1.305306
    PC56 > -0.5179325
    PC56 <= 0.3922195
    PC63 > 0.2457976
    PC100 <= 0.5062227
    ->  class 1\|3  [0.940]

Rule 22/174: (29.3/1.2, lift 13.7)
    PC2 > 2.606483
    PC3 > 1.640775
    PC15 <= -0.05319579
    PC32 > 0.1903198
    PC35 > -0.2449052
    ->  class 1\|3  [0.930]

Rule 22/175: (10, lift 13.5)
    PC1 > -0.430681
    PC12 > 2.673064
    PC68 <= -1.635412
    ->  class 1\|3  [0.917]

Rule 22/176: (9.1, lift 13.4)
    PC1 > -0.430681
    PC6 > 7.634698
    PC18 > 0.2243217
    PC45 <= 0.07133837
    ->  class 1\|3  [0.910]

Rule 22/177: (40.5/3, lift 13.4)
    PC1 > -0.430681
    PC19 <= -1.326658
    PC49 <= -1.559507
    ->  class 1\|3  [0.907]

Rule 22/178: (7.1, lift 13.1)
    PC2 <= 2.606483
    PC3 > 0.3151459
    PC16 > 0.8572028
    PC65 > 1.003645
    ->  class 1\|3  [0.890]

Rule 22/179: (29.8/3.9, lift 12.5)
    PC1 > -0.430681
    PC2 <= 2.606483
    PC7 > -7.168568
    PC9 > -0.4262954
    PC10 <= -0.1638609
    PC16 > 0.1224957
    PC16 <= 0.8572028
    PC18 <= 0.2243217
    ->  class 1\|3  [0.844]

Rule 22/180: (22.1/3.5, lift 12.0)
    PC1 > -0.430681
    PC5 <= 2.990929
    PC6 > -2.501723
    PC22 > 4.472173
    PC98 > -0.9144674
    ->  class 1\|3  [0.814]

Rule 22/181: (5/0.3, lift 12.0)
    PC2 > 2.606483
    PC3 > 1.640775
    PC10 <= 0.08266461
    PC15 <= -0.05319579
    PC38 <= 0.2081287
    ->  class 1\|3  [0.813]

Rule 22/182: (148.3/47.1, lift 10.0)
    PC3 > 0.3151459
    PC5 <= 2.990929
    PC16 > 0.8572028
    PC59 > 0.621244
    ->  class 1\|3  [0.680]

Rule 22/183: (568.6/8, lift 12.4)
    PC6 <= 2.986521
    PC8 > 3.5485
    PC12 > -1.80891
    PC21 > -0.007157144
    PC41 <= 1.423273
    PC46 <= 1.245292
    PC60 > -0.4925209
    PC62 <= 0.6668216
    PC99 <= 1.25083
    ->  class 2\|0  [0.984]

Rule 22/184: (704/13, lift 12.4)
    PC6 <= 2.986521
    PC8 > 2.291764
    PC10 <= 0.3313117
    PC11 > -0.8708835
    PC12 > -1.80891
    PC21 > -0.007157144
    PC30 <= 0.4288014
    PC33 <= 0.4998525
    PC41 <= 1.423273
    PC46 <= 1.245292
    PC60 > -0.4925209
    PC62 <= 0.6668216
    PC97 <= 0.4680718
    PC99 > -0.6262476
    PC100 > -0.8626093
    ->  class 2\|0  [0.980]

Rule 22/185: (42.2/0.2, lift 12.3)
    PC1 <= -0.430681
    PC2 > -1.025067
    PC2 <= 2.606483
    PC8 > 0.06156064
    PC83 > 0.272599
    ->  class 2\|0  [0.972]

Rule 22/186: (28.3, lift 12.2)
    PC1 > -0.430681
    PC2 <= 2.606483
    PC6 <= -2.501723
    PC53 <= -2.128394
    PC71 > -0.5091391
    ->  class 2\|0  [0.967]

Rule 22/187: (417.8/14.6, lift 12.2)
    PC1 <= -0.430681
    PC6 <= 2.986521
    PC8 > 2.291764
    PC12 > -1.80891
    PC21 > -0.007157144
    PC33 <= 0.4998525
    PC41 <= 1.423273
    PC46 <= 1.245292
    PC62 <= 0.6668216
    PC70 <= -0.03428612
    PC99 <= 1.25083
    ->  class 2\|0  [0.963]

Rule 22/188: (56.6/3.3, lift 11.7)
    PC1 <= -0.430681
    PC2 > -1.025067
    PC2 <= 2.606483
    PC8 > 0.06156064
    PC68 > -0.3155394
    ->  class 2\|0  [0.927]

Rule 22/189: (11.8, lift 11.7)
    PC1 > -0.430681
    PC6 > -2.501723
    PC8 > -3.76792
    PC16 <= 0.8572028
    PC19 <= -1.326658
    PC20 <= -0.2450628
    ->  class 2\|0  [0.927]

Rule 22/190: (168.8/13, lift 11.6)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC21 > -0.007157144
    PC34 <= -0.5888309
    ->  class 2\|0  [0.918]

Rule 22/191: (15.5/0.8, lift 11.4)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC21 > -0.007157144
    PC46 > 1.245292
    PC62 <= 0.6668216
    PC92 <= -0.02892708
    ->  class 2\|0  [0.900]

Rule 22/192: (9.4/0.4, lift 11.1)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC21 <= -0.007157144
    PC86 > 0.9319338
    ->  class 2\|0  [0.877]

Rule 22/193: (65.1/8.4, lift 10.9)
    PC1 <= -0.430681
    PC2 <= 2.606483
    PC8 > 0.06156064
    PC22 > -0.7614354
    PC44 <= 0.6114218
    PC69 > 0.3431964
    ->  class 2\|0  [0.859]

Rule 22/194: (4.6/0.1, lift 10.5)
    PC8 > 2.291764
    PC21 > -0.007157144
    PC34 > -0.5888309
    PC62 > 0.6668216
    PC94 <= -0.7604073
    ->  class 2\|0  [0.829]

Rule 22/195: (219/45.2, lift 10.0)
    PC1 <= -0.430681
    PC2 <= 2.606483
    PC8 > 0.06156064
    PC22 > -0.7614354
    PC30 <= 0.362455
    PC44 > 0.6114218
    PC56 <= -0.05116384
    ->  class 2\|0  [0.791]

Rule 22/196: (1493.8/975.8, lift 4.4)
    PC1 > -0.430681
    PC2 <= 2.606483
    PC18 > 0.2243217
    ->  class 2\|0  [0.347]

Rule 22/197: (145.6, lift 9.9)
    PC1 <= -0.430681
    PC2 <= 2.606483
    PC6 <= 1.879764
    PC8 > 0.06156064
    PC8 <= 2.291764
    PC22 > -0.7614354
    PC24 <= 1.530555
    PC43 <= 0.4682116
    PC44 <= 0.6114218
    PC69 <= 0.3431964
    PC75 <= 0.8621051
    PC79 <= -0.04100212
    ->  class 2\|1  [0.993]

Rule 22/198: (132.2, lift 9.9)
    PC1 <= -0.430681
    PC2 > -1.025067
    PC2 <= 2.606483
    PC8 > 0.06156064
    PC8 <= 2.291764
    PC68 <= -0.3155394
    PC82 <= 0.4797282
    PC83 <= 0.272599
    ->  class 2\|1  [0.993]

Rule 22/199: (199/0.7, lift 9.9)
    PC1 <= -0.430681
    PC2 <= -1.345962
    PC8 > 2.291764
    PC21 <= -0.007157144
    PC24 <= 0.5713404
    PC86 <= 0.9319338
    ->  class 2\|1  [0.992]

Rule 22/200: (107, lift 9.9)
    PC2 <= -1.025067
    PC3 > -1.059742
    PC8 > 0.06156064
    PC8 <= 2.291764
    PC22 > -0.7494326
    PC29 > -0.09694475
    PC43 <= 0.4682116
    PC61 > -1.088731
    PC62 > -1.319855
    PC65 > -0.2604113
    PC66 <= 0.5910538
    PC69 <= 0.3431964
    PC79 > -0.04100212
    PC81 <= 0.2515733
    PC92 > -0.02652732
    ->  class 2\|1  [0.991]

Rule 22/201: (131.6/0.2, lift 9.9)
    PC1 <= -0.430681
    PC2 <= 2.606483
    PC8 > 0.06156064
    PC50 > 0.2084884
    PC52 > 0.02102934
    PC61 <= 0.2116496
    ->  class 2\|1  [0.991]

Rule 22/202: (75.4, lift 9.9)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC12 <= -1.80891
    PC62 <= 0.6668216
    ->  class 2\|1  [0.987]

Rule 22/203: (68, lift 9.9)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC8 <= 3.5485
    PC10 > 0.3313117
    PC24 <= 0.5713404
    ->  class 2\|1  [0.986]

Rule 22/204: (65.3, lift 9.9)
    PC1 <= -0.430681
    PC2 <= 2.606483
    PC8 > -2.684477
    PC28 <= -0.2528225
    ->  class 2\|1  [0.985]

Rule 22/205: (92.1/0.5, lift 9.8)
    PC1 <= -0.430681
    PC2 <= 2.606483
    PC6 <= 1.879764
    PC8 > 0.06156064
    PC8 <= 2.291764
    PC22 > -0.7494326
    PC31 > -1.130938
    PC43 <= 0.4682116
    PC66 <= -0.06809536
    PC69 <= 0.3431964
    PC81 <= 0.2515733
    PC96 <= 0.8229534
    ->  class 2\|1  [0.984]

Rule 22/206: (65, lift 9.8)
    PC1 <= -0.430681
    PC2 <= 2.606483
    PC6 <= 2.986521
    PC8 > 0.06156064
    PC41 <= 1.423273
    PC62 <= 0.6668216
    PC99 > 1.25083
    ->  class 2\|1  [0.984]

Rule 22/207: (122.2/1.5, lift 9.8)
    PC1 <= -0.430681
    PC2 <= 2.606483
    PC8 > 0.06156064
    PC32 <= 1.077431
    PC59 > 0.654796
    ->  class 2\|1  [0.980]

Rule 22/208: (59.1/0.3, lift 9.8)
    PC1 <= -0.430681
    PC2 <= 2.606483
    PC8 > -2.684477
    PC8 <= 0.06156064
    PC10 > -0.1951685
    PC12 > 0.4599915
    PC16 <= 0.3364123
    PC45 > 0.2825942
    PC67 > -0.3560135
    ->  class 2\|1  [0.979]

Rule 22/209: (37.6, lift 9.8)
    PC1 <= -0.430681
    PC2 <= 2.606483
    PC8 <= 3.5485
    PC12 > -1.80891
    PC21 > -0.007157144
    PC24 <= 0.5713404
    PC30 <= 0.4288014
    PC41 <= 1.423273
    PC46 <= 1.245292
    PC97 > 0.4680718
    PC99 > -0.6262476
    PC99 <= 1.25083
    PC100 > -0.8626093
    ->  class 2\|1  [0.974]

Rule 22/210: (34.4, lift 9.7)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC8 <= 3.5485
    PC11 <= -0.8708835
    ->  class 2\|1  [0.973]

Rule 22/211: (43.1/0.2, lift 9.7)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC21 > -0.007157144
    PC46 > 1.245292
    PC92 > -0.02892708
    ->  class 2\|1  [0.973]

Rule 22/212: (32.5, lift 9.7)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC33 > 0.4998525
    ->  class 2\|1  [0.971]

Rule 22/213: (162.6/4.8, lift 9.7)
    PC1 <= -0.430681
    PC2 <= -1.025067
    PC8 > 1.53143
    PC8 <= 2.291764
    PC20 <= 0.4882125
    PC22 <= -0.7614354
    PC33 > -0.2940664
    PC36 > -0.4333519
    ->  class 2\|1  [0.965]

Rule 22/214: (24.5, lift 9.6)
    PC1 <= -0.430681
    PC6 > 2.986521
    PC8 > 0.06156064
    PC12 > -1.80891
    PC62 <= 0.6668216
    ->  class 2\|1  [0.962]

Rule 22/215: (24.5, lift 9.6)
    PC1 <= -0.430681
    PC2 <= 2.606483
    PC4 <= -0.3568845
    PC8 > -2.684477
    PC8 <= 0.06156064
    PC29 > 0.2790949
    ->  class 2\|1  [0.962]

Rule 22/216: (275.6/10.5, lift 9.6)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC34 > -0.5888309
    PC62 > 0.6668216
    PC94 > -0.7604073
    ->  class 2\|1  [0.959]

Rule 22/217: (22.8, lift 9.6)
    PC1 > -0.430681
    PC2 <= 2.606483
    PC8 > 0.169534
    PC9 <= 0.4976352
    PC15 > -0.6049531
    PC18 > 0.2243217
    PC45 > 0.07133837
    ->  class 2\|1  [0.957]

Rule 22/218: (147.1/6, lift 9.5)
    PC1 <= -0.430681
    PC8 > 1.253406
    PC8 <= 2.291764
    PC22 <= -0.7614354
    PC32 <= 1.077431
    PC61 <= 0.2116496
    PC65 > -0.3548799
    ->  class 2\|1  [0.953]

Rule 22/219: (70.4/2.9, lift 9.5)
    PC2 <= -9.307465
    ->  class 2\|1  [0.946]

Rule 22/220: (243.7/12.9, lift 9.4)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC24 <= 0.5713404
    PC60 <= -0.4925209
    PC70 > -0.03428612
    ->  class 2\|1  [0.943]

Rule 22/221: (15.1, lift 9.4)
    PC6 <= 2.986521
    PC8 > 2.291764
    PC8 <= 3.5485
    PC24 <= 0.5713404
    PC30 > 0.4288014
    ->  class 2\|1  [0.942]

Rule 22/222: (14.1, lift 9.4)
    PC1 <= -0.430681
    PC2 <= 2.606483
    PC8 > -2.684477
    PC8 <= 0.06156064
    PC22 > 1.178517
    PC54 <= -2.423501
    ->  class 2\|1  [0.938]

Rule 22/223: (217.8/13.8, lift 9.3)
    PC2 <= -1.025067
    PC3 > -1.059742
    PC6 <= 1.879764
    PC8 > 0.06156064
    PC8 <= 2.291764
    PC10 > -0.3937212
    PC19 <= 2.42655
    PC22 > -0.7494326
    PC29 > -0.09694475
    PC43 <= 0.4682116
    PC44 <= 0.6114218
    PC61 > -1.088731
    PC62 > -1.319855
    PC65 > -0.2604113
    PC66 <= 0.5910538
    PC69 <= 0.3431964
    PC81 <= 0.2515733
    ->  class 2\|1  [0.933]

Rule 22/224: (41.1/1.9, lift 9.3)
    PC1 <= -0.430681
    PC2 <= -1.025067
    PC8 > 0.06156064
    PC8 <= 2.291764
    PC22 > -0.7614354
    PC24 <= 1.530555
    PC44 > 0.6114218
    PC56 > -0.05116384
    ->  class 2\|1  [0.933]

Rule 22/225: (53.9/3, lift 9.3)
    PC2 <= -1.025067
    PC8 > 0.06156064
    PC8 <= 2.291764
    PC30 > 0.362455
    PC44 > 0.6114218
    ->  class 2\|1  [0.929]

Rule 22/226: (10.9, lift 9.2)
    PC1 > -0.430681
    PC4 > -1.09963
    PC6 > -2.501723
    PC8 > -3.76792
    PC9 <= -0.4262954
    PC16 <= 0.8572028
    PC19 > -1.326658
    PC62 > 0.4552628
    ->  class 2\|1  [0.922]

Rule 22/227: (17.7/0.7, lift 9.2)
    PC1 <= -0.430681
    PC2 <= 2.606483
    PC8 > 0.06156064
    PC99 > -0.6262476
    PC100 <= -0.8626093
    ->  class 2\|1  [0.916]

Rule 22/228: (171.5/14.5, lift 9.1)
    PC1 <= -0.430681
    PC2 <= -1.025067
    PC6 <= 1.879764
    PC8 > 0.06156064
    PC8 <= 2.291764
    PC22 > -0.7614354
    PC31 > -1.130938
    PC44 <= 0.6114218
    PC62 > -1.319855
    PC81 <= 0.2515733
    PC89 <= -0.1884487
    ->  class 2\|1  [0.911]

Rule 22/229: (76.8/6.1, lift 9.1)
    PC1 <= -0.430681
    PC2 <= 2.606483
    PC8 > 0.06156064
    PC8 <= 2.291764
    PC22 <= -0.7614354
    PC52 <= 0.02102934
    PC61 <= 0.2116496
    PC65 > -0.3548799
    PC93 > 0.04083148
    ->  class 2\|1  [0.909]

Rule 22/230: (47/3.7, lift 9.0)
    PC1 <= -0.430681
    PC2 <= 2.606483
    PC6 <= -0.7073435
    PC8 > 0.06156064
    PC8 <= 2.291764
    PC9 > -2.270696
    PC44 <= 0.6114218
    PC62 <= -1.319855
    ->  class 2\|1  [0.903]

Rule 22/231: (52.4/4.3, lift 9.0)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC24 > 0.5713404
    PC40 > -1.444251
    ->  class 2\|1  [0.903]

Rule 22/232: (39.8/3.1, lift 9.0)
    PC1 > -0.430681
    PC2 <= 2.606483
    PC6 <= -2.501723
    PC8 > -3.76792
    PC12 <= 2.673064
    PC18 <= 0.2243217
    PC43 > 0.7139086
    PC71 <= -0.5091391
    ->  class 2\|1  [0.903]

Rule 22/233: (36.5/4.1, lift 8.7)
    PC1 <= -0.430681
    PC2 <= 2.606483
    PC8 > 0.06156064
    PC22 <= -0.7614354
    PC65 > -0.3548799
    PC83 <= -0.504073
    ->  class 2\|1  [0.868]

Rule 22/234: (57.8/12.3, lift 7.8)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC41 > 1.423273
    ->  class 2\|1  [0.777]

Rule 22/235: (191.8/62.1, lift 6.8)
    PC1 <= -0.430681
    PC2 <= 2.606483
    PC8 > 0.06156064
    PC8 <= 3.5485
    PC12 > -1.80891
    PC21 > -0.007157144
    PC41 <= 1.423273
    PC46 <= 1.245292
    PC99 <= -0.6262476
    ->  class 2\|1  [0.675]

Rule 22/236: (22.4/6.9, lift 6.8)
    PC1 <= -0.430681
    PC2 <= 2.606483
    PC8 > -2.684477
    PC100 > 3.830744
    ->  class 2\|1  [0.675]

Rule 22/237: (46/21.9, lift 5.2)
    PC1 <= -0.430681
    PC2 <= 2.606483
    PC8 > -2.684477
    PC8 <= 0.06156064
    PC19 > -3.372376
    PC22 <= 1.178517
    PC29 <= -0.2440588
    ->  class 2\|1  [0.524]

Rule 22/238: (106, lift 11.6)
    PC1 <= -0.430681
    PC2 <= -1.025067
    PC3 > -1.594909
    PC8 > 0.06156064
    PC8 <= 1.53143
    PC22 <= -0.7614354
    PC32 <= 1.077431
    PC61 > 0.2116496
    ->  class 2\|2  [0.991]

Rule 22/239: (196.1/0.9, lift 11.6)
    PC1 <= -0.430681
    PC2 <= -1.025067
    PC8 > 0.06156064
    PC8 <= 1.253406
    PC22 <= -0.7614354
    PC50 <= 0.2084884
    PC52 > 0.02102934
    PC83 > -0.504073
    ->  class 2\|2  [0.990]

Rule 22/240: (107.7/0.4, lift 11.5)
    PC1 <= -0.430681
    PC2 <= -1.025067
    PC3 > -1.594909
    PC8 > 0.06156064
    PC8 <= 1.53143
    PC22 <= -0.7614354
    PC59 <= 0.654796
    PC65 <= -0.3548799
    ->  class 2\|2  [0.987]

Rule 22/241: (51.6, lift 11.5)
    PC1 <= -0.430681
    PC2 <= 2.606483
    PC8 > 0.06156064
    PC24 > 0.5713404
    PC40 <= -1.444251
    ->  class 2\|2  [0.981]

Rule 22/242: (92.9/1, lift 11.5)
    PC1 <= -0.430681
    PC8 > -2.684477
    PC8 <= 0.06156064
    PC11 > 4.365633
    PC22 <= 1.178517
    PC29 > -0.2440588
    PC100 <= 3.830744
    ->  class 2\|2  [0.979]

Rule 22/243: (62.2/0.4, lift 11.4)
    PC1 <= -0.430681
    PC2 > -9.307465
    PC2 <= 2.606483
    PC8 > -2.684477
    PC8 <= 0.06156064
    PC11 <= 4.365633
    PC19 > -3.372376
    PC27 > -0.2334193
    PC40 <= -0.7124605
    PC45 <= 0.2825942
    PC68 > -0.3969449
    ->  class 2\|2  [0.978]

Rule 22/244: (40.8, lift 11.4)
    PC1 <= -0.430681
    PC2 <= 2.606483
    PC8 > -2.684477
    PC8 <= 0.06156064
    PC22 <= 1.178517
    PC27 > -0.2334193
    PC44 <= 0.3277484
    PC52 <= -0.2678694
    ->  class 2\|2  [0.977]

Rule 22/245: (40.5, lift 11.4)
    PC8 > -2.684477
    PC8 <= 0.06156064
    PC9 > 7.479563
    PC28 > -0.2528225
    PC29 > -0.2440588
    PC44 <= 0.3277484
    PC100 <= 3.830744
    ->  class 2\|2  [0.976]

Rule 22/246: (38, lift 11.4)
    PC2 <= 2.606483
    PC8 > -2.684477
    PC8 <= 0.06156064
    PC22 <= 1.178517
    PC28 > -0.2528225
    PC29 > -0.2440588
    PC45 <= 0.2825942
    PC65 <= -1.424684
    ->  class 2\|2  [0.975]

Rule 22/247: (33.1, lift 11.4)
    PC1 <= -0.430681
    PC2 <= 2.606483
    PC8 > -2.684477
    PC8 <= 0.06156064
    PC27 > -0.2334193
    PC44 <= 0.3277484
    PC57 <= -0.588321
    PC68 > -0.3969449
    PC75 > -2.181023
    ->  class 2\|2  [0.972]

Rule 22/248: (25.7, lift 11.3)
    PC1 <= -0.430681
    PC2 <= 2.606483
    PC8 > -2.684477
    PC8 <= 0.06156064
    PC19 > -3.372376
    PC22 <= 1.178517
    PC29 <= -0.1702821
    PC44 > 0.3277484
    PC65 > -1.424684
    ->  class 2\|2  [0.964]

Rule 22/249: (207/7.8, lift 11.2)
    PC1 <= -0.430681
    PC2 <= 2.606483
    PC8 > -2.684477
    PC8 <= 0.06156064
    PC22 <= -0.343372
    PC45 <= 0.2825942
    PC68 <= -0.9236496
    PC100 <= 3.830744
    ->  class 2\|2  [0.958]

Rule 22/250: (346.3/14, lift 11.2)
    PC1 <= -0.430681
    PC2 > -9.307465
    PC2 <= 2.606483
    PC7 > -1.042448
    PC8 <= 0.06156064
    PC19 > -3.372376
    PC22 <= 1.178517
    PC26 <= 3.062633
    PC29 <= 0.2790949
    PC35 > -1.805727
    PC44 <= 0.3277484
    PC45 <= 0.2825942
    PC68 <= -0.3969449
    ->  class 2\|2  [0.957]

Rule 22/251: (39.9/0.9, lift 11.2)
    PC1 <= -0.430681
    PC6 <= 1.879764
    PC8 <= 2.291764
    PC10 > -0.3937212
    PC19 > 2.42655
    PC22 > -0.7614354
    PC44 <= 0.6114218
    PC66 > -0.06809536
    PC66 <= 0.5910538
    PC69 <= 0.3431964
    PC79 > -0.04100212
    PC92 <= -0.02652732
    ->  class 2\|2  [0.956]

Rule 22/252: (185.6/8.5, lift 11.1)
    PC1 <= -0.430681
    PC2 > -9.307465
    PC2 <= 2.606483
    PC8 > -2.684477
    PC8 <= 0.06156064
    PC16 <= 0.4658126
    PC27 <= -0.2334193
    PC29 <= 0.2790949
    PC44 <= 0.3277484
    PC45 <= 0.2825942
    PC56 > -1.060511
    PC68 > -0.3969449
    PC68 <= 2.210908
    PC74 <= 1.209315
    PC76 > -0.3005864
    PC100 <= 3.830744
    ->  class 2\|2  [0.949]

Rule 22/253: (17.6, lift 11.1)
    PC1 <= -0.430681
    PC2 <= 2.606483
    PC8 <= 2.291764
    PC22 > -0.7614354
    PC44 <= 0.6114218
    PC65 <= -0.2604113
    PC66 > -0.06809536
    PC79 > -0.04100212
    PC81 <= 0.2515733
    ->  class 2\|2  [0.948]

Rule 22/254: (17.5, lift 11.1)
    PC2 <= -1.025067
    PC8 > 0.06156064
    PC8 <= 2.291764
    PC22 > -0.7614354
    PC29 <= -0.09694475
    PC44 <= 0.6114218
    PC66 > -0.06809536
    PC79 > -0.04100212
    PC89 > -0.1884487
    ->  class 2\|2  [0.945]

Rule 22/255: (16, lift 11.1)
    PC1 <= -0.430681
    PC2 <= 2.606483
    PC8 <= 0.06156064
    PC16 > 0.3364123
    PC22 <= 1.178517
    PC45 > 0.2825942
    PC56 > 0.001180591
    ->  class 2\|2  [0.944]

Rule 22/256: (125.6/6.3, lift 11.0)
    PC1 <= -0.430681
    PC2 <= -1.025067
    PC3 > -1.594909
    PC8 > 0.06156064
    PC8 <= 1.253406
    PC22 <= -0.7614354
    PC32 <= 1.077431
    PC59 <= 0.654796
    PC83 > -0.504073
    PC93 <= 0.04083148
    ->  class 2\|2  [0.943]

Rule 22/257: (226/12.1, lift 11.0)
    PC1 <= -0.430681
    PC2 <= 2.606483
    PC8 > -2.684477
    PC8 <= 0.06156064
    PC19 > -3.372376
    PC22 <= 1.178517
    PC29 <= 0.2790949
    PC37 <= 0.2905055
    PC44 <= 0.3277484
    PC45 <= 0.2825942
    PC46 <= 1.184859
    PC57 > -0.588321
    PC63 > 0.08632769
    PC75 > -2.181023
    ->  class 2\|2  [0.943]

Rule 22/258: (40.3/1.5, lift 11.0)
    PC1 <= -0.430681
    PC2 <= 2.606483
    PC3 <= -1.059742
    PC8 > 0.06156064
    PC8 <= 2.291764
    PC44 <= 0.6114218
    PC62 > -1.319855
    PC66 > -0.06809536
    PC79 > -0.04100212
    PC89 > -0.1884487
    ->  class 2\|2  [0.941]

Rule 22/259: (15.4, lift 11.0)
    PC1 <= -0.430681
    PC2 <= 2.606483
    PC8 <= 2.291764
    PC22 > -0.7614354
    PC22 <= -0.7494326
    PC31 > -1.130938
    PC44 <= 0.6114218
    PC69 <= 0.3431964
    ->  class 2\|2  [0.939]

Rule 22/260: (14.2, lift 11.0)
    PC1 <= -0.430681
    PC8 > 0.06156064
    PC8 <= 2.291764
    PC22 > -0.7614354
    PC31 <= -1.130938
    PC44 <= 0.6114218
    PC62 > -1.319855
    ->  class 2\|2  [0.938]

Rule 22/261: (27.1/1, lift 10.9)
    PC1 <= -0.430681
    PC2 <= 2.606483
    PC8 > -2.684477
    PC8 <= 0.06156064
    PC22 <= 1.178517
    PC44 > 0.3277484
    PC49 <= -0.4474329
    PC100 <= 3.830744
    ->  class 2\|2  [0.930]

Rule 22/262: (9, lift 10.6)
    PC1 <= -0.430681
    PC2 <= 2.606483
    PC8 <= 0.06156064
    PC20 > 0.810442
    PC46 > 0.4325333
    ->  class 2\|2  [0.909]

Rule 22/263: (18.4/0.9, lift 10.6)
    PC1 <= -0.430681
    PC3 > -1.059742
    PC8 > 0.06156064
    PC8 <= 2.291764
    PC22 > -0.7614354
    PC44 <= 0.6114218
    PC61 <= -1.088731
    PC66 > -0.06809536
    PC79 > -0.04100212
    PC89 > -0.1884487
    ->  class 2\|2  [0.908]

Rule 22/264: (8.4, lift 10.6)
    PC8 > 0.06156064
    PC8 <= 2.291764
    PC9 <= -2.270696
    PC44 <= 0.6114218
    PC62 <= -1.319855
    ->  class 2\|2  [0.904]

Rule 22/265: (16.1/0.8, lift 10.5)
    PC1 <= -0.430681
    PC2 > -9.307465
    PC2 <= 2.606483
    PC8 <= 0.06156064
    PC12 <= 0.4599915
    PC16 <= 0.3364123
    PC29 > -0.2440588
    PC29 <= 0.2790949
    PC45 > 0.2825942
    ->  class 2\|2  [0.900]

Rule 22/266: (8, lift 10.5)
    PC1 <= -0.430681
    PC8 > 1.53143
    PC8 <= 2.291764
    PC22 <= -0.7614354
    PC36 <= -0.4333519
    ->  class 2\|2  [0.899]

Rule 22/267: (7.8, lift 10.5)
    PC1 <= -0.430681
    PC8 > 1.53143
    PC8 <= 2.291764
    PC20 > 0.4882125
    ->  class 2\|2  [0.898]

Rule 22/268: (50.6/5.3, lift 10.3)
    PC1 > -0.430681
    PC1 <= 7.82627
    PC2 <= 2.606483
    PC4 > -1.09963
    PC6 > -2.501723
    PC8 > -3.76792
    PC9 <= -0.4262954
    PC16 <= 0.8572028
    PC18 <= 0.2243217
    PC19 > -1.326658
    PC62 <= 0.4552628
    PC87 > -0.3763801
    PC98 > -0.08092864
    ->  class 2\|2  [0.880]

Rule 22/269: (33.2/3.7, lift 10.1)
    PC1 <= -0.430681
    PC2 <= 2.606483
    PC4 > -0.3568845
    PC8 > -2.684477
    PC28 > -0.2528225
    PC29 > 0.2790949
    PC64 > 0.0402719
    ->  class 2\|2  [0.865]

Rule 22/270: (4.6, lift 9.9)
    PC1 <= -0.430681
    PC8 <= -2.684477
    PC28 > 0.1774388
    PC68 > -0.002589414
    ->  class 2\|2  [0.849]

Rule 22/271: (19.5/2.5, lift 9.8)
    PC1 <= -0.430681
    PC2 <= 2.606483
    PC8 > 0.06156064
    PC8 <= 2.291764
    PC22 > -0.7614354
    PC43 <= 0.4682116
    PC44 <= 0.6114218
    PC79 > -0.04100212
    PC81 > 0.2515733
    ->  class 2\|2  [0.836]

Rule 22/272: (20.9/3, lift 9.7)
    PC1 <= -0.430681
    PC2 <= -1.025067
    PC8 > 0.06156064
    PC8 <= 2.291764
    PC22 <= -0.7614354
    PC33 <= -0.2940664
    ->  class 2\|2  [0.826]

Rule 22/273: (37.1/6.2, lift 9.5)
    PC1 <= -0.430681
    PC2 <= 2.606483
    PC8 > -2.684477
    PC8 <= 0.06156064
    PC20 <= -0.1837789
    PC22 <= 1.178517
    PC27 > -0.2334193
    PC29 > -0.2440588
    PC44 <= 0.3277484
    PC46 <= 1.184859
    PC63 <= 0.08632769
    PC68 > -0.3969449
    ->  class 2\|2  [0.815]

Rule 22/274: (17.8/3.4, lift 9.1)
    PC1 <= -0.430681
    PC2 <= -1.025067
    PC6 > 1.879764
    PC8 > 0.06156064
    PC8 <= 2.291764
    PC22 > -0.7614354
    ->  class 2\|2  [0.775]

Rule 22/275: (37.2/8.5, lift 8.9)
    PC1 <= -0.430681
    PC8 <= -2.684477
    PC46 > 0.4325333
    PC68 <= -0.002589414
    ->  class 2\|2  [0.759]

Rule 22/276: (26.4/6.3, lift 8.7)
    PC1 > -0.430681
    PC2 <= 2.606483
    PC6 <= -2.501723
    PC8 > -3.76792
    PC12 <= 2.673064
    PC43 <= 0.7139086
    PC71 <= -0.5091391
    ->  class 2\|2  [0.742]

Rule 22/277: (12.8/3.1, lift 8.4)
    PC1 > -0.8805534
    PC1 <= -0.430681
    PC2 <= 2.606483
    PC8 <= 0.06156064
    PC28 > -0.2528225
    PC44 > 0.3277484
    PC68 > -0.9236496
    ->  class 2\|2  [0.720]

Rule 22/278: (12.4/3.1, lift 8.4)
    PC1 <= -0.430681
    PC2 <= -1.025067
    PC8 > 0.06156064
    PC8 <= 2.291764
    PC22 > -0.7614354
    PC62 > -1.319855
    PC66 > 0.5910538
    PC89 > -0.1884487
    ->  class 2\|2  [0.715]

Rule 22/279: (21/8.2, lift 7.1)
    PC2 <= 2.606483
    PC8 > -2.684477
    PC8 <= 0.06156064
    PC10 <= -0.1951685
    PC19 > -3.372376
    PC22 <= 1.178517
    PC28 > -0.2528225
    PC45 > 0.2825942
    ->  class 2\|2  [0.603]

Rule 22/280: (34.2, lift 8.1)
    PC8 <= -2.684477
    PC16 <= 0.1167601
    PC31 <= -0.9772325
    PC46 <= -0.4944274
    PC86 > -0.3427624
    ->  class 2\|3  [0.972]

Rule 22/281: (53.7/1.3, lift 8.0)
    PC1 <= -0.430681
    PC8 <= -2.684477
    PC85 > 0.3236245
    PC86 <= -0.3427624
    ->  class 2\|3  [0.959]

Rule 22/282: (21.5, lift 8.0)
    PC1 <= -0.430681
    PC2 <= 2.606483
    PC8 > -2.684477
    PC8 <= -2.511429
    PC23 <= 2.314873
    PC28 > -0.2528225
    PC68 <= -0.3969449
    ->  class 2\|3  [0.957]

Rule 22/283: (160.2/7.1, lift 8.0)
    PC1 <= -0.430681
    PC8 <= -2.684477
    PC11 > -4.669395
    PC46 > -0.4944274
    PC46 <= 0.4325333
    PC49 > 0.1459025
    ->  class 2\|3  [0.950]

Rule 22/284: (277.7/14.7, lift 7.9)
    PC1 <= -0.430681
    PC2 <= 2.606483
    PC8 > -2.684477
    PC8 <= 0.06156064
    PC19 > -3.372376
    PC20 > -0.1837789
    PC27 > -0.2334193
    PC40 > -0.7124605
    PC44 <= 0.3277484
    PC45 <= 0.2825942
    PC52 > -0.2678694
    PC57 > -0.588321
    PC63 <= 0.08632769
    PC68 > -0.3969449
    PC99 <= 0.6702268
    ->  class 2\|3  [0.944]

Rule 22/285: (15.4, lift 7.9)
    PC1 <= -0.430681
    PC2 <= 2.606483
    PC24 > 1.530555
    ->  class 2\|3  [0.943]

Rule 22/286: (33.9/3.5, lift 7.3)
    PC2 > -9.307465
    PC2 <= 2.606483
    PC8 > -2.684477
    PC8 <= 0.06156064
    PC11 <= 4.365633
    PC22 <= 1.178517
    PC23 <= 2.314873
    PC28 > -0.2528225
    PC29 > -0.2440588
    PC75 <= -2.181023
    ->  class 2\|3  [0.875]

Rule 22/287: (34.7/9, lift 6.1)
    PC1 > -0.430681
    PC2 <= 2.606483
    PC8 <= 0.169534
    PC9 <= 0.4976352
    PC15 > -0.6049531
    PC18 > 0.2243217
    PC45 > 0.07133837
    ->  class 2\|3  [0.729]

Rule 22/288: (12229.6/9848.6, lift 1.6)
    PC2 <= 2.606483
    ->  class 2\|3  [0.195]

Rule 22/289: (119.4, lift 21.6)
    PC1 <= -0.430681
    PC11 <= -4.669395
    ->  class 2\|4  [0.992]

Rule 22/290: (113.4, lift 21.6)
    PC2 <= 2.606483
    PC8 <= -2.684477
    PC11 <= 4.843151
    PC16 <= 0.1167601
    PC17 <= 0.9555426
    PC31 > -0.9772325
    PC46 <= -0.4944274
    PC62 <= 0.9130637
    PC85 > 0.3236245
    ->  class 2\|4  [0.991]

Rule 22/291: (109.3/0.8, lift 21.5)
    PC1 <= -0.430681
    PC4 <= 0.0297179
    PC8 <= -2.684477
    PC19 <= -1.229097
    PC46 <= 0.4325333
    PC53 <= 1.357876
    PC72 > 0.07028144
    PC85 <= 0.3236245
    PC87 > 0.2562399
    PC90 > -0.8241405
    ->  class 2\|4  [0.984]

Rule 22/292: (129.1/1.3, lift 21.4)
    PC8 <= -2.684477
    PC11 <= 4.843151
    PC29 <= 0.2995083
    PC46 <= 0.4325333
    PC85 > 0.8051302
    ->  class 2\|4  [0.983]

Rule 22/293: (56.1, lift 21.5)
    PC1 <= -0.430681
    PC8 <= -2.684477
    PC19 <= -1.229097
    PC46 <= -0.517983
    PC72 <= 0.07028144
    ->  class 2\|4  [0.983]

Rule 22/294: (77.3/0.7, lift 21.4)
    PC1 <= -0.430681
    PC8 <= -2.684477
    PC19 <= -1.229097
    PC46 > -0.517983
    PC46 <= 0.4325333
    PC56 <= -0.2409004
    ->  class 2\|4  [0.978]

Rule 22/295: (248.7/11.7, lift 20.7)
    PC8 <= -2.684477
    PC16 <= 0.1167601
    PC17 <= 0.9555426
    PC25 <= 0.2943478
    PC39 <= 0.2315461
    PC46 <= 0.4325333
    PC49 <= 0.1459025
    PC57 > -0.08951001
    PC62 <= 0.9130637
    PC85 > 0.3236245
    PC86 > -0.3427624
    PC93 <= 0.4525987
    ->  class 2\|4  [0.949]

Rule 22/296: (17.8, lift 20.6)
    PC1 <= -0.430681
    PC8 > -2.684477
    PC8 <= 0.06156064
    PC19 <= -3.372376
    PC73 > 0.2751132
    ->  class 2\|4  [0.945]

Rule 22/297: (42.9/2, lift 20.4)
    PC2 <= 2.606483
    PC8 <= -2.684477
    PC18 <= -0.08539058
    PC27 > -0.2710112
    PC46 <= 0.4325333
    PC57 > 0.4796015
    ->  class 2\|4  [0.934]

Rule 22/298: (119.1/8.9, lift 20.1)
    PC1 > -0.430681
    PC2 <= 2.606483
    PC8 <= -3.76792
    PC14 <= 1.576791
    PC35 <= 0.844696
    PC43 > -0.1397224
    ->  class 2\|4  [0.919]

Rule 22/299: (9.1, lift 19.9)
    PC1 <= -0.430681
    PC19 <= -3.372376
    PC96 > 0.3121356
    ->  class 2\|4  [0.910]

Rule 22/300: (19.5/2.7, lift 18.0)
    PC1 <= -0.430681
    PC8 <= -2.684477
    PC19 > -1.229097
    PC46 <= 0.4325333
    PC85 > 0.1983153
    PC85 <= 0.2130913
    ->  class 2\|4  [0.826]

Rule 22/301: (43.3/7.2, lift 17.9)
    PC1 <= -0.430681
    PC2 <= 2.606483
    PC4 > -0.3568845
    PC8 > -2.684477
    PC8 <= 0.06156064
    PC29 > 0.2790949
    PC49 <= 0.1124635
    PC64 <= 0.0402719
    ->  class 2\|4  [0.820]

Rule 22/302: (12.7/1.9, lift 17.4)
    PC2 <= 2.606483
    PC8 > -2.711292
    PC8 <= -2.684477
    PC19 > -1.229097
    PC27 > -0.2710112
    PC85 <= 0.3236245
    ->  class 2\|4  [0.799]

Rule 22/303: (21.8/4, lift 17.2)
    PC1 <= -0.430681
    PC2 > -9.307465
    PC2 <= 2.606483
    PC8 > -2.684477
    PC8 <= 0.06156064
    PC22 > 1.178517
    PC67 <= -0.08501021
    PC100 <= 3.830744
    ->  class 2\|4  [0.790]

Rule 22/304: (23.1/5.5, lift 16.2)
    PC1 <= -0.430681
    PC8 <= -2.684477
    PC46 <= 0.4325333
    PC93 <= -3.13408
    ->  class 2\|4  [0.743]

Rule 22/305: (54.8/14.2, lift 16.0)
    PC8 <= -2.684477
    PC27 <= -0.2710112
    PC48 <= -0.5512698
    ->  class 2\|4  [0.732]

Default class: 2\|3

-----  Trial 23:  -----

Rules:

Rule 23/1: (108.3, lift 15.9)
    PC2 > 2.5099
    PC7 > -1.020679
    PC11 > -0.08823227
    PC15 > -0.1832734
    PC18 > 1.27392
    PC24 <= -2.765275
    PC56 <= 1.207356
    PC80 <= 0.5240754
    ->  class 0\|0  [0.991]

Rule 23/2: (85.8, lift 15.9)
    PC9 > -0.3333247
    PC11 > -0.08823227
    PC15 > -0.1832734
    PC18 > 1.27392
    PC31 > -0.2922627
    PC56 <= 1.207356
    PC59 > -1.597364
    PC63 > -1.871282
    PC63 <= -0.8731353
    ->  class 0\|0  [0.988]

Rule 23/3: (75.4, lift 15.9)
    PC8 > 0.2398475
    PC11 > -0.08823227
    PC18 > 1.27392
    PC63 > -1.871282
    ->  class 0\|0  [0.987]

Rule 23/4: (340.4/5.7, lift 15.8)
    PC2 <= 6.533372
    PC6 > -0.9053789
    PC11 > -0.08823227
    PC14 > -0.4357702
    PC15 > -0.1832734
    PC16 > -1.229006
    PC17 > -0.264261
    PC18 > 1.27392
    PC31 > -0.2922627
    PC42 <= 1.595961
    PC54 <= 1.148667
    PC56 > -1.775742
    PC56 <= 1.207356
    PC60 <= -0.1089395
    PC71 <= 0.2866257
    PC78 > -0.7774209
    PC80 <= 0.5240754
    PC87 <= 0.3123436
    PC93 <= 1.218549
    PC97 <= 0.3849054
    PC100 > -0.5678491
    ->  class 0\|0  [0.980]

Rule 23/5: (78.5/0.8, lift 15.7)
    PC2 <= 6.710935
    PC9 > -0.3333247
    PC11 > -0.08823227
    PC15 > -0.1832734
    PC18 > 1.27392
    PC31 > -0.2922627
    PC63 > -1.871282
    PC79 <= -1.937226
    ->  class 0\|0  [0.977]

Rule 23/6: (27.1, lift 15.5)
    PC11 > -0.08823227
    PC13 > -0.7790086
    PC15 <= -0.1832734
    PC18 > 1.27392
    ->  class 0\|0  [0.966]

Rule 23/7: (264/9.3, lift 15.5)
    PC5 <= 1.858863
    PC9 > -0.3333247
    PC18 > 1.27392
    PC21 <= 0.4791392
    PC22 > -0.4960029
    PC53 <= -0.8814516
    PC56 <= 1.207356
    ->  class 0\|0  [0.961]

Rule 23/8: (352.1/14.7, lift 15.4)
    PC2 <= 6.533372
    PC4 > -9.250724
    PC6 > -0.9053789
    PC11 > -0.07424274
    PC15 > 0.1011759
    PC16 > -1.229006
    PC17 > -0.264261
    PC18 > 1.27392
    PC29 > -1.342226
    PC31 > -0.2922627
    PC42 <= 1.595961
    PC54 <= 1.148667
    PC56 > -1.775742
    PC59 > -1.597364
    PC65 <= 0.03449475
    PC71 <= 0.2866257
    PC78 > -0.7774209
    PC80 <= 0.5240754
    PC87 <= 0.3123436
    PC93 <= 1.218549
    PC97 <= 0.3849054
    ->  class 0\|0  [0.956]

Rule 23/9: (18.4, lift 15.3)
    PC1 > -0.6699082
    PC9 <= -0.3333247
    PC18 > 3.491351
    PC56 <= -0.4501625
    ->  class 0\|0  [0.951]

Rule 23/10: (18, lift 15.3)
    PC2 > 2.5099
    PC9 > -0.3333247
    PC18 > 1.27392
    PC44 > 1.810453
    PC56 <= 1.207356
    PC63 > -1.871282
    ->  class 0\|0  [0.950]

Rule 23/11: (16.6, lift 15.2)
    PC4 <= 11.99069
    PC18 > 7.737849
    ->  class 0\|0  [0.946]

Rule 23/12: (19.5/0.3, lift 15.1)
    PC2 > 2.5099
    PC9 > -0.3333247
    PC18 > 1.27392
    PC31 <= -0.2922627
    PC56 <= 1.207356
    PC63 > -1.871282
    PC98 <= -0.6274429
    ->  class 0\|0  [0.941]

Rule 23/13: (12.3, lift 15.0)
    PC2 > 2.5099
    PC9 > -0.3333247
    PC14 > 0.4389991
    PC17 <= -0.264261
    PC18 > 1.27392
    PC40 > -2.105604
    PC56 <= 1.207356
    PC63 > -1.871282
    ->  class 0\|0  [0.930]

Rule 23/14: (41.9/2.1, lift 14.9)
    PC2 > 2.5099
    PC9 > -0.3333247
    PC18 > 1.27392
    PC21 > 0.4791392
    PC56 <= 1.207356
    ->  class 0\|0  [0.929]

Rule 23/15: (50/4.1, lift 14.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 > 0.1706467
    PC18 > -0.4683644
    PC18 <= 1.27392
    PC71 <= 0.06872494
    ->  class 0\|0  [0.901]

Rule 23/16: (7.4, lift 14.4)
    PC1 > -0.5786658
    PC9 <= -0.3333247
    PC18 > 3.491351
    ->  class 0\|0  [0.893]

Rule 23/17: (56.6/8.8, lift 13.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC9 > -0.3333247
    PC18 > -0.4683644
    PC18 <= 1.27392
    PC47 <= -0.9183904
    ->  class 0\|0  [0.832]

Rule 23/18: (5.8/0.4, lift 13.2)
    PC4 <= -9.250724
    PC18 > 1.27392
    PC72 > 0.3665488
    ->  class 0\|0  [0.818]

Rule 23/19: (40.5/7.6, lift 12.8)
    PC3 <= 1.640775
    PC9 > -0.3333247
    PC16 <= -0.1437079
    PC18 > -0.4683644
    PC40 <= -2.105604
    ->  class 0\|0  [0.798]

Rule 23/20: (9.2/1.8, lift 12.1)
    PC4 <= 11.99069
    PC9 <= -0.3333247
    PC18 > 3.491351
    PC98 <= -2.962877
    ->  class 0\|0  [0.751]

Rule 23/21: (21.8/9.3, lift 9.1)
    PC2 > 2.5099
    PC9 > -0.3333247
    PC11 <= -0.08823227
    PC17 > -0.264261
    PC100 <= -0.4387482
    ->  class 0\|0  [0.568]

Rule 23/22: (177.9/0.3, lift 11.7)
    PC6 > -0.9053789
    PC8 <= 0.2398475
    PC15 <= 0.1011759
    PC18 > 1.27392
    PC21 <= 0.4791392
    PC24 > -2.765275
    PC40 > -2.105604
    PC53 > -0.8814516
    PC56 > -1.775742
    PC59 > -1.597364
    PC60 > -0.1089395
    PC63 > -1.871282
    ->  class 0\|1  [0.993]

Rule 23/23: (117.4, lift 11.7)
    PC8 <= 0.2398475
    PC9 > -0.3333247
    PC13 <= -0.7790086
    PC15 <= -0.1832734
    PC18 > 1.27392
    PC21 <= 0.4791392
    PC53 > -0.8814516
    PC59 > -1.597364
    ->  class 0\|1  [0.992]

Rule 23/24: (107, lift 11.6)
    PC1 <= -0.5786658
    PC9 <= -0.3333247
    PC13 <= 11.33877
    PC18 > 3.491351
    PC18 <= 7.737849
    PC56 > -0.4501625
    PC98 > -2.962877
    ->  class 0\|1  [0.991]

Rule 23/25: (96.5, lift 11.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC9 > -0.3333247
    PC18 > -0.4683644
    PC18 <= 1.27392
    PC21 > -0.8847952
    PC46 <= -0.3204695
    PC47 > -0.9183904
    ->  class 0\|1  [0.990]

Rule 23/26: (101.5, lift 11.6)
    PC2 > 2.5099
    PC9 > -0.3333247
    PC14 <= 0.4389991
    PC17 <= -0.264261
    PC18 > 1.27392
    PC53 > -0.8814516
    ->  class 0\|1  [0.990]

Rule 23/27: (80.4, lift 11.6)
    PC2 > 2.5099
    PC9 > -0.3333247
    PC18 > 1.27392
    PC31 <= -0.2922627
    PC53 > -0.8814516
    PC98 > -0.6274429
    ->  class 0\|1  [0.988]

Rule 23/28: (105.3/0.4, lift 11.6)
    PC2 > 2.5099
    PC9 > -0.3333247
    PC11 > -0.08823227
    PC17 > -0.264261
    PC18 > -0.4683644
    PC24 > -2.765275
    PC53 > -0.8814516
    PC79 > -1.937226
    PC80 <= 0.5240754
    PC87 > 0.3123436
    PC100 > -0.5678491
    ->  class 0\|1  [0.987]

Rule 23/29: (69.1, lift 11.6)
    PC2 > 2.5099
    PC9 > -0.3333247
    PC14 <= -0.4357702
    PC18 > 1.27392
    PC24 > -2.765275
    PC63 > -1.871282
    PC71 <= 0.2866257
    PC79 > -1.937226
    ->  class 0\|1  [0.986]

Rule 23/30: (79.9/0.2, lift 11.6)
    PC2 > 6.533372
    PC4 > -9.250724
    PC9 > -0.3333247
    PC17 > -0.264261
    PC18 > 1.27392
    PC24 > -2.765275
    PC29 > -1.342226
    PC53 > -0.8814516
    PC63 > -0.8731353
    ->  class 0\|1  [0.985]

Rule 23/31: (53.9, lift 11.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 <= -0.4683644
    PC46 <= -1.318277
    PC53 <= -0.07785356
    ->  class 0\|1  [0.982]

Rule 23/32: (51.4, lift 11.5)
    PC2 > 2.5099
    PC9 > -0.3333247
    PC18 > 1.27392
    PC56 > 1.207356
    ->  class 0\|1  [0.981]

Rule 23/33: (67.2/0.4, lift 11.5)
    PC8 <= 0.2398475
    PC9 > -0.3333247
    PC11 > -0.08823227
    PC16 > -1.229006
    PC18 > 1.27392
    PC21 <= 0.4791392
    PC24 > -2.765275
    PC53 > -0.8814516
    PC65 > 0.03449475
    PC79 > -1.937226
    PC97 <= 0.3849054
    ->  class 0\|1  [0.980]

Rule 23/34: (41.9, lift 11.5)
    PC2 > 2.5099
    PC9 > -0.3333247
    PC18 > 1.27392
    PC40 > -2.105604
    PC53 > -0.8814516
    PC63 <= -1.871282
    ->  class 0\|1  [0.977]

Rule 23/35: (40, lift 11.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 <= -1.020679
    PC8 <= 0.2398475
    PC11 > -0.08823227
    PC53 > -0.8814516
    PC63 > -1.871282
    ->  class 0\|1  [0.976]

Rule 23/36: (56.7/0.4, lift 11.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 > -9.250724
    PC9 > -0.3333247
    PC18 > -0.4683644
    PC53 > -0.8814516
    PC54 > 1.148667
    PC59 > -1.597364
    PC80 <= 0.5240754
    PC93 <= 1.218549
    ->  class 0\|1  [0.976]

Rule 23/37: (36.1, lift 11.4)
    PC2 > 2.5099
    PC2 <= 6.710935
    PC3 <= 1.640775
    PC11 > -0.07424274
    PC18 > -0.4683644
    PC29 > -1.342226
    PC40 > -2.105604
    PC56 <= 1.207356
    PC63 > -0.8731353
    PC65 <= 0.03449475
    PC78 <= -0.7774209
    PC79 > -1.937226
    ->  class 0\|1  [0.974]

Rule 23/38: (35.2, lift 11.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 <= -0.9053789
    PC8 <= 0.2398475
    PC11 > -0.08823227
    PC17 > -0.264261
    PC18 > -0.4683644
    PC21 <= 0.4791392
    PC40 > -2.105604
    PC56 <= 1.207356
    PC59 > -1.597364
    PC80 <= 0.5240754
    ->  class 0\|1  [0.973]

Rule 23/39: (35, lift 11.4)
    PC9 > -0.3333247
    PC17 > -0.264261
    PC18 > 1.27392
    PC42 > 1.595961
    PC63 > -0.8731353
    ->  class 0\|1  [0.973]

Rule 23/40: (54.2/0.6, lift 11.4)
    PC9 <= -0.3333247
    PC30 > 4.755065
    PC47 <= 4.410915
    ->  class 0\|1  [0.971]

Rule 23/41: (91.9/2.1, lift 11.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 <= 0.06120756
    PC15 > -1.081157
    PC18 > -1.136285
    PC18 <= -0.4683644
    PC39 > -0.8925726
    PC42 <= 0.4535916
    PC59 > 0.2469788
    PC71 > -0.2257536
    ->  class 0\|1  [0.967]

Rule 23/42: (53.4/1, lift 11.3)
    PC9 > -0.3333247
    PC11 > -0.08823227
    PC18 > 1.27392
    PC21 <= 0.4791392
    PC44 <= 1.810453
    PC53 > -0.8814516
    PC59 <= -1.597364
    ->  class 0\|1  [0.965]

Rule 23/43: (24.5, lift 11.3)
    PC2 > 2.5099
    PC9 > -0.3333247
    PC18 > -0.4683644
    PC18 <= 1.27392
    PC40 > -2.105604
    PC42 > 1.160031
    PC63 <= -1.070446
    ->  class 0\|1  [0.962]

Rule 23/44: (22.2, lift 11.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC8 > 0.04928153
    PC9 <= -0.3333247
    PC18 > -0.4683644
    PC18 <= 3.491351
    PC40 > -0.0231578
    ->  class 0\|1  [0.959]

Rule 23/45: (21.7, lift 11.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC5 > 1.858863
    PC9 > -0.3333247
    PC18 > -0.4683644
    PC21 <= 0.4791392
    PC53 <= -0.8814516
    ->  class 0\|1  [0.958]

Rule 23/46: (37.3/0.7, lift 11.3)
    PC8 <= 0.2398475
    PC9 > -0.3333247
    PC11 > -0.08823227
    PC18 > 1.27392
    PC21 <= 0.4791392
    PC40 > -2.105604
    PC53 > -0.8814516
    PC80 > 0.5240754
    ->  class 0\|1  [0.958]

Rule 23/47: (21.5, lift 11.2)
    PC2 > 2.5099
    PC9 > -0.3333247
    PC18 > -0.4683644
    PC82 <= -2.757949
    ->  class 0\|1  [0.957]

Rule 23/48: (143.3/5.5, lift 11.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 <= 0.1706467
    PC16 > 0.398473
    PC18 > -0.4683644
    PC18 <= 1.27392
    PC21 > -0.8847952
    PC39 <= 0.6287152
    PC42 <= 1.160031
    PC47 <= 0.7507997
    PC58 <= 1.329784
    PC67 > -0.2780699
    ->  class 0\|1  [0.956]

Rule 23/49: (121.5/4.4, lift 11.2)
    PC2 > 6.710935
    PC9 > -0.3333247
    PC17 > -0.264261
    PC18 > 1.27392
    PC24 > -2.765275
    PC53 > -0.8814516
    PC80 <= 0.5240754
    ->  class 0\|1  [0.956]

Rule 23/50: (28.2/0.5, lift 11.2)
    PC9 > -0.3333247
    PC18 > 1.27392
    PC31 > -0.2922627
    PC44 <= 1.810453
    PC53 > -0.8814516
    PC93 > 1.218549
    ->  class 0\|1  [0.950]

Rule 23/51: (55.4/1.9, lift 11.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC8 <= 0.2398475
    PC9 > -0.3333247
    PC11 > -0.08823227
    PC11 <= -0.07424274
    PC17 > -0.264261
    PC24 > -2.765275
    PC56 > -1.775742
    PC79 > -1.937226
    ->  class 0\|1  [0.949]

Rule 23/52: (286.8/15.1, lift 11.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 <= 0.1706467
    PC9 > -0.3333247
    PC18 > 0.1406333
    PC18 <= 1.27392
    PC21 > -0.8847952
    PC42 <= 1.160031
    PC47 > -0.9183904
    PC47 <= 0.7507997
    PC73 > -1.933237
    PC97 <= 2.668597
    ->  class 0\|1  [0.944]

Rule 23/53: (163.3/12.3, lift 10.8)
    PC2 <= 6.710935
    PC8 <= 0.2398475
    PC9 > -0.3333247
    PC11 > -0.08823227
    PC18 > -0.4683644
    PC24 > -2.765275
    PC29 <= -1.342226
    PC59 > -1.597364
    PC79 > -1.937226
    PC87 <= 0.3123436
    ->  class 0\|1  [0.920]

Rule 23/54: (20.1/1.1, lift 10.6)
    PC2 > 2.5099
    PC9 > -0.3333247
    PC18 > 1.27392
    PC24 > -2.765275
    PC53 > -0.8814516
    PC56 <= -1.775742
    PC100 > -0.5678491
    ->  class 0\|1  [0.906]

Rule 23/55: (134.8/12.5, lift 10.6)
    PC1 <= -0.6699082
    PC9 <= -0.3333247
    PC13 <= 11.33877
    PC18 > 3.491351
    PC18 <= 7.737849
    PC47 > -1.647109
    PC98 > -2.962877
    ->  class 0\|1  [0.901]

Rule 23/56: (68/6, lift 10.6)
    PC9 > -0.3333247
    PC11 <= -0.08823227
    PC18 > 1.27392
    PC40 > -2.105604
    PC53 > -0.8814516
    PC100 > -0.4387482
    ->  class 0\|1  [0.900]

Rule 23/57: (54.6/5.1, lift 10.5)
    PC2 > 2.5099
    PC2 <= 6.710935
    PC3 <= 1.640775
    PC4 > -9.250724
    PC9 > -0.3333247
    PC15 > -0.1832734
    PC16 > -1.229006
    PC18 > -0.4683644
    PC24 > -2.765275
    PC42 <= 1.595961
    PC53 > -0.8814516
    PC56 <= 1.207356
    PC71 > 0.2866257
    PC79 > -1.937226
    PC97 <= 0.3849054
    ->  class 0\|1  [0.892]

Rule 23/58: (41/3.9, lift 10.4)
    PC9 > -0.3333247
    PC18 > 1.27392
    PC22 <= -0.4960029
    PC53 <= -0.8814516
    ->  class 0\|1  [0.886]

Rule 23/59: (197.8/21.8, lift 10.4)
    PC2 > 2.5099
    PC8 <= 0.2398475
    PC9 > -0.3333247
    PC11 > -0.08823227
    PC17 > -0.264261
    PC18 > -0.4683644
    PC24 > -2.765275
    PC53 > -0.8814516
    PC59 > -1.597364
    PC79 > -1.937226
    PC80 <= 0.5240754
    PC97 > 0.3849054
    ->  class 0\|1  [0.886]

Rule 23/60: (6.2, lift 10.3)
    PC4 <= -7.83144
    PC35 <= -0.5198501
    ->  class 0\|1  [0.878]

Rule 23/61: (53/6.4, lift 10.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC8 <= 0.2398475
    PC9 > -0.3333247
    PC16 <= -1.229006
    PC18 > -0.4683644
    PC24 > -2.765275
    PC53 > -0.8814516
    PC63 > -1.871282
    PC79 > -1.937226
    ->  class 0\|1  [0.866]

Rule 23/62: (28.6/4.7, lift 9.6)
    PC18 <= -1.136285
    PC46 > -1.318277
    PC78 > 2.841389
    PC79 > -0.2786686
    ->  class 0\|1  [0.814]

Rule 23/63: (71.9, lift 10.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 <= 0.2312515
    PC18 > -2.15512
    PC18 <= -1.136285
    PC22 > 0.04149825
    PC38 <= 1.113855
    PC44 <= 0.7025727
    PC78 <= 2.841389
    PC80 > -0.2531276
    ->  class 0\|2  [0.985]

Rule 23/64: (49.5, lift 10.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 > -7.83144
    PC16 <= 1.104762
    PC18 <= -1.136285
    PC20 > -2.752749
    PC41 > 0.0955352
    PC80 <= -0.2531276
    ->  class 0\|2  [0.981]

Rule 23/65: (85.4/1.1, lift 10.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -2.15512
    PC18 <= -1.136285
    PC20 > -2.752749
    PC31 <= 0.1819614
    PC44 > 0.7025727
    PC60 > -0.886814
    PC73 <= 2.638134
    PC76 <= 2.143636
    PC80 > -0.2531276
    ->  class 0\|2  [0.976]

Rule 23/66: (63.4/0.7, lift 10.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 > 0.5260199
    PC18 <= -0.4683644
    PC39 > -1.122948
    PC76 > 0.7086684
    PC78 <= 2.841389
    ->  class 0\|2  [0.974]

Rule 23/67: (40.8/0.1, lift 10.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -1.136285
    PC18 <= -0.4683644
    PC42 <= 0.4535916
    PC49 <= 1.352244
    PC59 > 0.2469788
    PC71 <= -0.2257536
    ->  class 0\|2  [0.974]

Rule 23/68: (30.2, lift 10.0)
    PC4 > -7.83144
    PC16 <= 1.104762
    PC18 <= -1.136285
    PC20 > 2.091965
    PC49 <= 1.352244
    PC76 <= 2.143636
    PC80 <= -0.2531276
    ->  class 0\|2  [0.969]

Rule 23/69: (34/0.2, lift 10.0)
    PC3 > -6.006393
    PC3 <= 1.640775
    PC18 > -2.15512
    PC18 <= -1.136285
    PC20 > -2.752749
    PC28 <= -1.436036
    PC40 > -2.798079
    PC73 <= 2.638134
    PC80 <= -0.2531276
    ->  class 0\|2  [0.966]

Rule 23/70: (24.9, lift 9.9)
    PC2 > 2.5099
    PC6 <= 0.1706467
    PC18 > -0.4683644
    PC18 <= 0.1406333
    PC39 > 0.6287152
    PC42 <= 1.160031
    PC46 > -0.3204695
    ->  class 0\|2  [0.963]

Rule 23/71: (57.9/2.3, lift 9.8)
    PC10 <= -5.616605
    PC18 <= -2.15512
    PC46 > -1.318277
    PC73 <= 2.638134
    PC92 <= 1.144037
    ->  class 0\|2  [0.945]

Rule 23/72: (16.1, lift 9.8)
    PC12 > -0.1216799
    PC18 <= -1.136285
    PC36 <= 1.146734
    PC39 > -1.122948
    PC51 <= 0.7101347
    PC63 > 1.173145
    PC76 <= 0.7086684
    PC78 <= 2.841389
    PC93 <= 0.9257153
    ->  class 0\|2  [0.945]

Rule 23/73: (22.4/0.4, lift 9.7)
    PC18 <= -2.15512
    PC36 <= 1.146734
    PC39 > -1.122948
    PC46 > -1.318277
    PC57 > 1.65417
    PC93 <= 0.9257153
    ->  class 0\|2  [0.943]

Rule 23/74: (33.1/1.3, lift 9.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC10 > 0.4035416
    PC17 > 1.426843
    PC18 <= 3.491351
    PC36 > -1.486655
    ->  class 0\|2  [0.936]

Rule 23/75: (12.5, lift 9.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -2.15512
    PC18 <= -1.136285
    PC20 > -2.752749
    PC31 > 0.1819614
    PC46 > -1.318277
    PC46 <= -0.2589219
    ->  class 0\|2  [0.931]

Rule 23/76: (8.8, lift 9.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -2.15512
    PC18 <= -0.4683644
    PC20 > -2.752749
    PC31 <= 0.1819614
    PC62 <= -1.402499
    PC76 <= 2.143636
    ->  class 0\|2  [0.908]

Rule 23/77: (23.3/1.4, lift 9.3)
    PC2 <= 3.357545
    PC18 <= -2.15512
    PC39 > -1.122948
    PC46 > -1.318277
    PC76 > 0.7086684
    ->  class 0\|2  [0.905]

Rule 23/78: (321/32.7, lift 9.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 <= 0.2312515
    PC18 > -2.15512
    PC18 <= -1.136285
    PC20 > -2.752749
    PC31 <= 0.1819614
    PC38 <= 1.113855
    PC40 > -2.798079
    PC41 <= 0.2175477
    PC60 > -0.886814
    PC76 <= 2.143636
    PC78 <= 2.841389
    PC80 > -0.2531276
    PC100 <= 0.5168617
    ->  class 0\|2  [0.896]

Rule 23/79: (8.3/0.1, lift 9.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 <= -0.4683644
    PC76 > 0.7086684
    PC76 <= 0.7121614
    ->  class 0\|2  [0.892]

Rule 23/80: (15.9/1.1, lift 9.1)
    PC3 <= 1.640775
    PC5 <= -0.7144042
    PC18 <= -2.15512
    PC46 > -1.318277
    PC78 <= 2.841389
    PC93 <= 0.9257153
    ->  class 0\|2  [0.884]

Rule 23/81: (9.3/0.4, lift 9.1)
    PC18 > -2.15512
    PC18 <= -0.4683644
    PC20 <= -2.752749
    PC49 <= 1.352244
    PC60 <= -0.6743603
    PC78 <= 2.841389
    ->  class 0\|2  [0.879]

Rule 23/82: (5.5, lift 8.9)
    PC2 > 2.5099
    PC18 > -0.4683644
    PC18 <= 1.27392
    PC47 > -0.9183904
    PC97 > 2.668597
    ->  class 0\|2  [0.866]

Rule 23/83: (24.1/3.1, lift 8.7)
    PC18 <= -2.15512
    PC33 <= 4.403874
    PC46 > -1.318277
    PC67 <= -0.4942729
    PC73 <= 2.638134
    PC78 <= 2.841389
    ->  class 0\|2  [0.842]

Rule 23/84: (111.8/22.8, lift 8.2)
    PC4 > -7.83144
    PC18 <= -2.15512
    PC39 > -1.122948
    PC40 > -2.798079
    PC51 > 0.7101347
    PC93 <= 0.9257153
    ->  class 0\|2  [0.791]

Rule 23/85: (11.8/1.9, lift 8.1)
    PC18 > -2.15512
    PC18 <= -1.136285
    PC20 <= -2.752749
    PC49 <= 1.352244
    PC65 > 0.4639324
    PC78 <= 2.841389
    ->  class 0\|2  [0.789]

Rule 23/86: (46/9.9, lift 8.0)
    PC18 <= -2.15512
    PC34 <= -2.33633
    PC39 > -1.122948
    PC40 > -2.798079
    ->  class 0\|2  [0.772]

Rule 23/87: (52.1/17.8, lift 6.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 <= -0.4683644
    PC46 <= -1.318277
    PC53 > -0.07785356
    ->  class 0\|2  [0.652]

Rule 23/88: (7935.3/6004.2, lift 2.5)
    PC2 > 2.5099
    ->  class 0\|2  [0.243]

Rule 23/89: (78.9, lift 11.1)
    PC2 > 2.5099
    PC4 <= 9.305666
    PC10 > -5.616605
    PC18 <= -2.15512
    PC39 <= -1.122948
    PC46 > -1.318277
    PC95 > -3.301922
    ->  class 0\|3  [0.988]

Rule 23/90: (59.5, lift 11.0)
    PC3 <= 1.640775
    PC18 > -2.15512
    PC18 <= -1.136285
    PC20 > -2.752749
    PC31 > 0.1819614
    PC46 > -0.2589219
    PC89 <= 0.1030307
    ->  class 0\|3  [0.984]

Rule 23/91: (59.9, lift 11.0)
    PC4 <= 9.305666
    PC17 <= 0.8093952
    PC18 <= -1.136285
    PC73 > 2.638134
    PC78 <= 2.841389
    ->  class 0\|3  [0.984]

Rule 23/92: (87.2/0.5, lift 11.0)
    PC2 > 2.5099
    PC4 <= 9.305666
    PC18 > -2.15512
    PC18 <= -1.136285
    PC20 <= -2.752749
    PC60 > -0.6743603
    PC65 <= 0.4639324
    ->  class 0\|3  [0.983]

Rule 23/93: (55.8, lift 11.0)
    PC3 <= 1.640775
    PC4 > -7.83144
    PC4 <= 9.305666
    PC18 > -2.15512
    PC18 <= -1.136285
    PC22 <= 0.04149825
    PC34 > -3.30041
    PC78 <= 2.841389
    PC100 > 0.5168617
    ->  class 0\|3  [0.982]

Rule 23/94: (49.1, lift 11.0)
    PC2 > 2.5099
    PC18 <= -0.4683644
    PC46 > -1.318277
    PC49 > 1.352244
    ->  class 0\|3  [0.980]

Rule 23/95: (45.9, lift 11.0)
    PC4 <= 9.305666
    PC18 <= -1.136285
    PC40 <= -2.798079
    PC46 > -1.318277
    ->  class 0\|3  [0.979]

Rule 23/96: (48.6/0.1, lift 11.0)
    PC2 > 2.5099
    PC4 > -7.83144
    PC18 <= -1.136285
    PC41 > 0.2175477
    PC44 <= 0.7025727
    PC46 > -1.318277
    PC80 > -0.2531276
    ->  class 0\|3  [0.978]

Rule 23/97: (117.6/1.7, lift 11.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 > -7.83144
    PC4 <= 9.305666
    PC18 <= -2.15512
    PC33 <= 4.403874
    PC36 <= 1.146734
    PC73 <= 2.638134
    PC78 <= 2.841389
    PC93 > 0.9257153
    ->  class 0\|3  [0.977]

Rule 23/98: (35.3, lift 10.9)
    PC2 > 2.5099
    PC18 > -0.4683644
    PC36 > -1.486655
    PC83 <= -3.943858
    ->  class 0\|3  [0.973]

Rule 23/99: (32.1, lift 10.9)
    PC4 > -7.83144
    PC4 <= -7.023084
    PC7 <= 0.5260199
    PC18 <= -2.15512
    PC86 > 0.03629697
    ->  class 0\|3  [0.971]

Rule 23/100: (31.4, lift 10.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -0.4683644
    PC47 > 4.410915
    ->  class 0\|3  [0.970]

Rule 23/101: (35.7/0.2, lift 10.9)
    PC3 <= -6.006393
    PC4 <= 9.305666
    PC18 <= -1.136285
    ->  class 0\|3  [0.969]

Rule 23/102: (30.3, lift 10.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC33 <= -0.4589941
    PC49 <= 1.352244
    PC78 > 2.841389
    ->  class 0\|3  [0.969]

Rule 23/103: (181.4/4.9, lift 10.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 <= 9.305666
    PC7 > -0.7461469
    PC16 <= 1.104762
    PC18 <= -1.136285
    PC20 <= 2.091965
    PC28 > -1.436036
    PC41 <= 0.0955352
    PC62 > -1.402499
    PC79 > -2.141715
    PC80 <= -0.2531276
    ->  class 0\|3  [0.968]

Rule 23/104: (62.5/1.1, lift 10.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 > -6.9408
    PC10 > -0.8472368
    PC18 > -1.136285
    PC18 <= -0.4683644
    PC41 > -0.1143722
    PC42 > 0.4535916
    PC78 <= 0.9895724
    PC79 <= 1.226561
    ->  class 0\|3  [0.967]

Rule 23/105: (138.3/3.9, lift 10.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC8 <= 0.04928153
    PC9 <= -0.3333247
    PC17 <= 1.426843
    PC18 > -0.4683644
    PC34 <= -0.4583307
    PC36 > -1.486655
    PC44 <= 0.3442192
    ->  class 0\|3  [0.965]

Rule 23/106: (22.3, lift 10.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC16 > -0.1437079
    PC18 > -0.4683644
    PC40 <= -2.105604
    PC79 <= -0.3304855
    ->  class 0\|3  [0.959]

Rule 23/107: (17.4, lift 10.6)
    PC3 <= 1.640775
    PC18 <= -0.4683644
    PC57 <= -4.987637
    PC79 <= -0.2786686
    ->  class 0\|3  [0.949]

Rule 23/108: (495.5/32.5, lift 10.5)
    PC4 > -7.83144
    PC4 <= 9.305666
    PC5 > -0.7144042
    PC7 <= 2.374857
    PC10 > -5.616605
    PC17 <= 0.63545
    PC18 <= -2.15512
    PC28 <= 3.004325
    PC33 <= 4.403874
    PC34 > -2.33633
    PC36 <= 1.146734
    PC43 <= 2.497728
    PC46 > -1.318277
    PC51 <= 0.7101347
    PC57 <= 1.65417
    PC63 <= 1.173145
    PC76 <= 0.7086684
    PC78 <= 2.841389
    ->  class 0\|3  [0.933]

Rule 23/109: (11.8, lift 10.4)
    PC18 <= -0.4683644
    PC33 > 4.403874
    PC46 > -1.318277
    PC71 <= -0.9018018
    ->  class 0\|3  [0.928]

Rule 23/110: (33.2/1.7, lift 10.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 > 0.2312515
    PC18 <= -0.4683644
    ->  class 0\|3  [0.923]

Rule 23/111: (49.9/3.3, lift 10.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC15 <= -1.081157
    PC18 > -1.136285
    PC18 <= -0.4683644
    ->  class 0\|3  [0.917]

Rule 23/112: (9.2, lift 10.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -1.136285
    PC18 <= -0.4683644
    PC42 <= 0.4535916
    PC98 <= -1.626541
    ->  class 0\|3  [0.911]

Rule 23/113: (8.3, lift 10.1)
    PC18 > -1.136285
    PC18 <= -0.4683644
    PC28 > 3.778366
    ->  class 0\|3  [0.903]

Rule 23/114: (206.5/22.1, lift 10.0)
    PC2 > 3.357545
    PC4 > -7.023084
    PC7 <= 0.5260199
    PC18 <= -2.15512
    PC28 <= 3.004325
    PC36 <= 1.146734
    PC43 <= 2.497728
    PC51 <= 0.7101347
    PC57 <= 1.65417
    PC67 > -0.4942729
    PC76 > 0.7121614
    ->  class 0\|3  [0.889]

Rule 23/115: (34.8/4.1, lift 9.7)
    PC3 <= 1.640775
    PC4 <= 9.305666
    PC18 > -2.15512
    PC18 <= -1.136285
    PC34 > -3.30041
    PC76 > 2.143636
    PC78 <= 2.841389
    ->  class 0\|3  [0.862]

Rule 23/116: (12.5/1.3, lift 9.5)
    PC2 > 2.5099
    PC8 <= 0.04928153
    PC18 > -0.4683644
    PC18 <= 3.491351
    PC35 <= -0.8042532
    PC36 > -1.486655
    ->  class 0\|3  [0.845]

Rule 23/117: (173.4/28.8, lift 9.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC8 <= 0.04928153
    PC9 <= -0.3333247
    PC18 <= 3.491351
    PC22 <= -1.016577
    PC36 > -1.486655
    ->  class 0\|3  [0.830]

Rule 23/118: (5.6/0.3, lift 9.3)
    PC9 <= -0.3333247
    PC18 > -0.4683644
    PC18 <= 3.491351
    PC36 <= -1.486655
    PC57 > 3.338506
    ->  class 0\|3  [0.825]

Rule 23/119: (27/4.4, lift 9.1)
    PC4 <= 9.305666
    PC10 <= -5.616605
    PC18 <= -1.136285
    PC43 <= 2.497728
    PC46 > -1.318277
    PC92 > 1.144037
    ->  class 0\|3  [0.813]

Rule 23/120: (29.1/7.9, lift 8.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 <= -0.4683644
    PC42 <= 0.4535916
    PC47 > 2.017782
    ->  class 0\|3  [0.713]

Rule 23/121: (1225/479.6, lift 6.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 <= 9.305666
    PC18 <= -1.136285
    PC35 > -0.5198501
    PC46 > -1.318277
    PC78 <= 2.841389
    PC87 <= 0.02911435
    ->  class 0\|3  [0.608]

Rule 23/122: (32.2/13.9, lift 6.3)
    PC1 > -0.3832309
    PC8 > -1.301106
    PC10 <= -0.678562
    PC83 <= -0.5299272
    ->  class 0\|3  [0.564]

Rule 23/123: (108/0.2, lift 21.9)
    PC3 > 0.7432103
    PC14 <= -1.84377
    PC82 <= 0.1751347
    ->  class 1\|0  [0.989]

Rule 23/124: (64.8, lift 21.8)
    PC3 > 1.640775
    PC8 > -3.572983
    PC16 <= -0.8953013
    PC33 > -0.5413352
    PC46 > -0.6492637
    PC93 <= -0.4063965
    ->  class 1\|0  [0.984]

Rule 23/125: (75.7/0.4, lift 21.7)
    PC2 <= 2.5099
    PC3 > 0.7432103
    PC10 > -0.678562
    PC14 > -1.84377
    PC17 <= -0.9507393
    PC49 > -1.84221
    PC68 <= -0.6957402
    PC96 > 0.04961824
    ->  class 1\|0  [0.982]

Rule 23/126: (104/0.9, lift 21.7)
    PC1 > -0.282883
    PC2 > 2.5099
    PC8 > -3.572983
    PC16 <= -0.8953013
    PC33 > -0.5413352
    PC46 > -0.6492637
    PC47 > -0.2824988
    PC52 <= -0.008377787
    PC65 > -0.1389549
    PC88 > -0.3307451
    PC92 <= 0.4954863
    PC94 <= 0.04495868
    ->  class 1\|0  [0.982]

Rule 23/127: (33, lift 21.5)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= 0.5655206
    PC37 > 0.6575305
    PC46 > -0.6492637
    ->  class 1\|0  [0.971]

Rule 23/128: (43.6/1, lift 21.2)
    PC2 > 2.5099
    PC3 > 1.640775
    PC21 > -0.2093299
    PC46 > -0.6492637
    PC47 > 1.128175
    ->  class 1\|0  [0.957]

Rule 23/129: (17.8, lift 21.0)
    PC1 > -0.3832309
    PC9 > 0.255966
    PC10 > -0.678562
    PC21 > 0.9193565
    ->  class 1\|0  [0.949]

Rule 23/130: (50.7/2.5, lift 20.6)
    PC2 > 2.5099
    PC3 > 1.640775
    PC8 > -3.572983
    PC12 <= -0.05653552
    PC18 <= 0.7304769
    PC46 > -0.6492637
    PC62 <= -1.061222
    PC88 > -0.3307451
    PC92 <= 0.4289787
    ->  class 1\|0  [0.933]

Rule 23/131: (9.9, lift 20.3)
    PC1 > -0.3832309
    PC2 <= 2.5099
    PC5 <= 9.646945
    PC16 <= 0.8672903
    PC17 > -0.9507393
    PC19 > -1.326658
    PC59 <= 0.9671425
    PC69 > -0.6790085
    PC92 > 0.4989451
    ->  class 1\|0  [0.916]

Rule 23/132: (17.8/1.6, lift 19.2)
    PC3 > 0.7432103
    PC5 <= 9.646945
    PC8 > -1.301106
    PC16 <= 0.8672903
    PC19 > -1.326658
    PC69 > -0.6790085
    PC73 > -0.6866665
    PC75 > 1.034728
    ->  class 1\|0  [0.867]

Rule 23/133: (23.1/3.7, lift 18.0)
    PC3 > 0.7432103
    PC8 > -1.301106
    PC14 > -1.84377
    PC15 <= -2.370731
    PC16 <= 0.8672903
    ->  class 1\|0  [0.812]

Rule 23/134: (891.8/454.4, lift 10.9)
    PC1 > -0.3832309
    PC2 <= 2.5099
    PC3 <= 0.7432103
    PC8 > -1.301106
    PC10 > -0.678562
    PC21 <= 0.9193565
    ->  class 1\|0  [0.491]

Rule 23/135: (99, lift 15.6)
    PC2 <= 2.5099
    PC3 > 0.7432103
    PC8 > -1.301106
    PC17 <= -0.9507393
    PC68 > -0.6957402
    PC73 > -0.3373958
    ->  class 1\|1  [0.990]

Rule 23/136: (120.3/0.2, lift 15.6)
    PC2 <= 2.5099
    PC3 > 0.7432103
    PC5 <= 9.646945
    PC8 > -0.6358801
    PC10 > -0.678562
    PC14 > -1.84377
    PC15 > -2.370731
    PC16 <= 0.8672903
    PC17 > -0.9507393
    PC19 > -1.326658
    PC59 <= 0.9671425
    PC69 > -0.6790085
    PC73 > -0.6866665
    PC75 <= 1.034728
    PC92 <= 0.4989451
    ->  class 1\|1  [0.990]

Rule 23/137: (50.8, lift 15.5)
    PC1 > -0.3832309
    PC3 <= 0.7432103
    PC8 > -1.301106
    PC9 <= 0.5606682
    PC10 > -0.678562
    PC21 <= 0.9193565
    PC25 <= -0.1210449
    PC29 <= 0.1959157
    PC42 <= 0.5507628
    ->  class 1\|1  [0.981]

Rule 23/138: (99.4/2, lift 15.3)
    PC1 > -0.3832309
    PC3 <= 0.7432103
    PC9 > 0.5606682
    PC10 > 0.9532421
    PC44 > -1.972712
    ->  class 1\|1  [0.971]

Rule 23/139: (27.5/0.3, lift 15.1)
    PC1 > -0.3832309
    PC3 <= 0.6834592
    PC9 > 0.5606682
    PC10 > -0.678562
    PC44 > -1.972712
    PC50 <= -0.3260382
    ->  class 1\|1  [0.957]

Rule 23/140: (18.9, lift 15.0)
    PC1 > -0.3832309
    PC3 <= 0.7432103
    PC8 > -1.301106
    PC50 > -0.3260382
    PC79 <= -0.2451161
    ->  class 1\|1  [0.952]

Rule 23/141: (18, lift 15.0)
    PC1 > -0.3832309
    PC3 <= 0.7432103
    PC9 > 0.5606682
    PC11 > 1.249153
    PC44 > -1.972712
    PC86 <= 0.2299839
    ->  class 1\|1  [0.950]

Rule 23/142: (18, lift 15.0)
    PC3 > 0.7432103
    PC14 <= -1.84377
    PC82 > 0.1751347
    PC89 <= 0.7568847
    ->  class 1\|1  [0.950]

Rule 23/143: (12.3, lift 14.7)
    PC2 <= 2.5099
    PC3 > 0.7432103
    PC10 > -0.678562
    PC14 > -1.84377
    PC17 <= -0.9507393
    PC49 > -1.84221
    PC68 <= -0.6957402
    PC96 <= 0.04961824
    ->  class 1\|1  [0.930]

Rule 23/144: (10.9, lift 14.6)
    PC1 > -0.3832309
    PC3 <= 0.7432103
    PC10 > -0.678562
    PC10 <= 0.9532421
    PC50 > -0.3260382
    PC68 > 0.9789073
    PC86 > 0.2299839
    ->  class 1\|1  [0.922]

Rule 23/145: (12.5/0.5, lift 14.2)
    PC2 <= 2.5099
    PC6 <= -3.131424
    PC8 <= -1.301106
    PC19 <= -1.175106
    ->  class 1\|1  [0.900]

Rule 23/146: (7.7, lift 14.2)
    PC1 > 13.61654
    PC7 <= 2.95808
    PC8 <= -1.301106
    PC19 > -1.175106
    ->  class 1\|1  [0.897]

Rule 23/147: (6.9, lift 14.0)
    PC1 > -0.3832309
    PC2 <= 2.5099
    PC3 <= 0.7432103
    PC8 > -1.301106
    PC10 > -0.678562
    PC10 <= 0.9532421
    PC48 > 0.2408725
    PC86 > 0.2299839
    ->  class 1\|1  [0.887]

Rule 23/148: (18.2/1.9, lift 13.5)
    PC1 > -0.3832309
    PC3 <= 0.7432103
    PC4 <= 0.4698969
    PC9 > 0.5606682
    PC44 > -1.972712
    PC86 > 0.2299839
    ->  class 1\|1  [0.857]

Rule 23/149: (10.8/2.4, lift 11.6)
    PC1 <= -0.3832309
    PC2 <= 2.5099
    PC8 > -0.5495703
    PC8 <= 1.277736
    PC37 > 1.185706
    ->  class 1\|1  [0.732]

Rule 23/150: (48.6/13.6, lift 11.2)
    PC2 <= 2.5099
    PC3 > 0.6834592
    PC3 <= 0.7432103
    PC8 > -1.301106
    PC10 <= 0.9532421
    PC44 > -1.972712
    ->  class 1\|1  [0.711]

Rule 23/151: (24.2/7.4, lift 10.7)
    PC2 <= 2.5099
    PC7 > 2.95808
    PC8 <= -1.301106
    PC25 > -0.2509966
    ->  class 1\|1  [0.680]

Rule 23/152: (1381.7/659.8, lift 8.3)
    PC2 > 2.5099
    PC3 > 1.640775
    ->  class 1\|1  [0.522]

Rule 23/153: (85.3, lift 16.1)
    PC3 > 0.7432103
    PC16 > 0.8672903
    PC21 <= 0.9193565
    PC35 <= -0.4796488
    ->  class 1\|2  [0.989]

Rule 23/154: (145.6/1.1, lift 16.1)
    PC3 > 0.7432103
    PC5 > 2.990929
    PC8 > -1.301106
    PC10 > -0.678562
    PC14 > -1.84377
    PC16 > 0.8672903
    ->  class 1\|2  [0.986]

Rule 23/155: (160/2, lift 16.0)
    PC2 > 2.926744
    PC3 > 1.640775
    PC16 > 0.5655206
    PC33 <= 1.385221
    PC38 <= 0.2084411
    PC58 > -0.7329288
    ->  class 1\|2  [0.982]

Rule 23/156: (97.4/1.1, lift 16.0)
    PC5 > 9.646945
    PC14 > -1.84377
    PC17 > -0.9507393
    ->  class 1\|2  [0.979]

Rule 23/157: (44.3, lift 16.0)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > 0.5655206
    PC41 > 0.3344701
    ->  class 1\|2  [0.978]

Rule 23/158: (35.4, lift 15.9)
    PC1 > -0.3832309
    PC2 <= 2.5099
    PC3 <= 0.7432103
    PC9 <= 0.5606682
    PC10 > -0.678562
    PC29 > 0.1959157
    ->  class 1\|2  [0.973]

Rule 23/159: (115.6/2.5, lift 15.8)
    PC3 > 10.44773
    PC16 > 0.5655206
    ->  class 1\|2  [0.971]

Rule 23/160: (166.2/4.5, lift 15.8)
    PC1 > -0.3832309
    PC6 > -3.131424
    PC8 <= -1.301106
    PC19 <= -1.175106
    PC82 > 0.01711957
    PC100 <= 3.701552
    ->  class 1\|2  [0.967]

Rule 23/161: (24.9, lift 15.7)
    PC1 > -0.3832309
    PC2 <= 2.5099
    PC3 <= 0.7432103
    PC8 > -1.301106
    PC44 <= -1.972712
    ->  class 1\|2  [0.963]

Rule 23/162: (24.4, lift 15.7)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > 0.5655206
    PC38 > 0.2084411
    PC48 <= 0.2118803
    ->  class 1\|2  [0.962]

Rule 23/163: (195.6/6.8, lift 15.7)
    PC2 <= 2.5099
    PC5 <= 2.825875
    PC6 > -1.776048
    PC8 > -1.301106
    PC14 > -1.84377
    PC15 <= 4.080368
    PC16 > 0.8672903
    PC18 <= 0.2204432
    PC42 <= 0.6146999
    PC43 > -0.4592849
    PC56 > -0.4289844
    PC75 <= 1.599801
    PC100 > -0.004760643
    ->  class 1\|2  [0.961]

Rule 23/164: (87.8/3.1, lift 15.6)
    PC1 > 8.906639
    PC3 > 0.7432103
    PC14 > -1.84377
    PC17 > -0.9507393
    PC21 <= 0.9193565
    ->  class 1\|2  [0.954]

Rule 23/165: (51/1.5, lift 15.6)
    PC2 <= 2.5099
    PC3 > 0.7432103
    PC8 > -1.301106
    PC10 > -0.678562
    PC17 > -0.9507393
    PC87 > 0.2476458
    PC100 > -0.004760643
    ->  class 1\|2  [0.954]

Rule 23/166: (79.3/3, lift 15.5)
    PC1 > -0.3832309
    PC2 <= 2.5099
    PC3 <= 0.7432103
    PC8 > -1.301106
    PC9 <= 0.5606682
    PC10 > -0.678562
    PC21 <= 0.9193565
    PC42 > 0.5507628
    ->  class 1\|2  [0.951]

Rule 23/167: (29.1/0.5, lift 15.5)
    PC3 > 0.7432103
    PC8 > -1.301106
    PC14 > -1.84377
    PC16 <= 0.8672903
    PC17 > -0.9507393
    PC69 > -0.6790085
    PC73 <= -0.6866665
    ->  class 1\|2  [0.951]

Rule 23/168: (153.3/7.6, lift 15.4)
    PC2 <= 2.5099
    PC3 > 0.7432103
    PC8 > -1.301106
    PC16 <= 0.8672903
    PC17 > -0.9507393
    PC19 <= -1.326658
    PC21 <= 0.9193565
    ->  class 1\|2  [0.945]

Rule 23/169: (115.4/5.4, lift 15.4)
    PC2 > 2.5099
    PC3 > 1.640775
    PC15 <= -0.1366078
    PC16 > 0.5655206
    PC33 <= 1.385221
    PC38 <= 0.1254243
    ->  class 1\|2  [0.945]

Rule 23/170: (15.6, lift 15.4)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -0.8953013
    PC16 <= 0.5655206
    PC36 > 0.4326895
    ->  class 1\|2  [0.943]

Rule 23/171: (15.1, lift 15.4)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -0.8953013
    PC16 <= 0.5655206
    PC83 <= -0.5257682
    ->  class 1\|2  [0.941]

Rule 23/172: (101.9/7, lift 15.1)
    PC1 > -0.3832309
    PC8 <= -1.301106
    PC19 <= -1.175106
    PC56 <= -0.3019252
    ->  class 1\|2  [0.923]

Rule 23/173: (12.5/0.3, lift 14.9)
    PC2 <= 2.5099
    PC3 > 0.7432103
    PC14 > -1.84377
    PC16 <= 0.8672903
    PC17 > -0.9507393
    PC59 > 0.9671425
    PC69 > -0.6790085
    ->  class 1\|2  [0.911]

Rule 23/174: (8.6, lift 14.8)
    PC1 > -0.3832309
    PC8 <= -1.301106
    PC19 <= -1.175106
    PC68 > 1.126404
    PC82 <= 0.01711957
    ->  class 1\|2  [0.906]

Rule 23/175: (90.5/8, lift 14.7)
    PC3 > 0.7432103
    PC8 > -1.301106
    PC10 > -0.678562
    PC14 > -1.84377
    PC16 > 0.8672903
    PC60 <= -0.9345402
    ->  class 1\|2  [0.903]

Rule 23/176: (7, lift 14.5)
    PC1 > -0.3832309
    PC14 <= -1.84377
    PC89 > 0.7568847
    ->  class 1\|2  [0.889]

Rule 23/177: (58.5/15.4, lift 11.9)
    PC2 <= 2.5099
    PC3 > 0.7432103
    PC6 > -1.776048
    PC8 > -1.301106
    PC14 > -1.84377
    PC15 <= 4.080368
    PC100 > -0.004760643
    PC100 <= 0.08870764
    ->  class 1\|2  [0.729]

Rule 23/178: (98.8/0.1, lift 13.9)
    PC3 > 0.7432103
    PC5 <= 2.990929
    PC16 > 0.8672903
    PC18 <= 0.2204432
    PC42 > 0.6146999
    PC43 > -0.4592849
    ->  class 1\|3  [0.989]

Rule 23/179: (78.4, lift 13.8)
    PC3 > 0.7432103
    PC8 > -1.301106
    PC15 > 4.080368
    PC17 > -0.9507393
    ->  class 1\|3  [0.988]

Rule 23/180: (131.3/1.4, lift 13.8)
    PC2 > 2.5099
    PC3 > 1.640775
    PC3 <= 10.44773
    PC16 > 0.5655206
    PC38 > 0.2084411
    PC41 <= 0.3344701
    PC48 > 0.2118803
    ->  class 1\|3  [0.982]

Rule 23/181: (98.1/4, lift 13.3)
    PC2 > 2.5099
    PC2 <= 2.926744
    PC3 > 1.640775
    PC38 > 0.1254243
    ->  class 1\|3  [0.950]

Rule 23/182: (4638/3362.8, lift 3.9)
    PC1 > -0.3832309
    PC2 <= 2.5099
    ->  class 1\|3  [0.275]

Rule 23/183: (6.2, lift 11.6)
    PC1 <= -0.3832309
    PC2 <= 2.5099
    PC8 > -0.5495703
    PC8 <= 1.277736
    PC19 > -3.03778
    PC25 <= -0.1240451
    PC32 > 1.11812
    ->  class 2\|0  [0.878]

Rule 23/184: (12.6/3.5, lift 9.2)
    PC2 <= 2.5099
    PC8 > -0.5495703
    PC8 <= 1.277736
    PC20 > 0.1710321
    PC28 <= 0.102115
    PC44 > 0.4799442
    PC48 > -0.4450734
    PC59 <= -0.1106787
    ->  class 2\|0  [0.694]

Rule 23/185: (9.8/2.7, lift 9.0)
    PC1 > -0.3832309
    PC2 <= 2.5099
    PC3 <= 0.7432103
    PC8 > -1.301106
    PC38 > 0.3697996
    PC42 <= 0.5507628
    ->  class 2\|0  [0.686]

Rule 23/186: (189.2/61.1, lift 8.9)
    PC1 > -0.3832309
    PC7 > -1.98811
    PC8 > -1.301106
    PC21 > 0.9193565
    ->  class 2\|0  [0.675]

Rule 23/187: (2236.2/1241.7, lift 5.9)
    PC1 <= -0.3832309
    PC8 > 1.277736
    ->  class 2\|0  [0.445]

Rule 23/188: (118.6, lift 10.4)
    PC1 <= -0.3832309
    PC8 > 1.277736
    PC62 > 1.286232
    ->  class 2\|1  [0.992]

Rule 23/189: (108.1, lift 10.4)
    PC1 <= -0.3832309
    PC8 > 1.277736
    PC11 > -0.5750355
    PC21 > -0.2469342
    PC63 > 0.1876343
    PC68 <= -0.1170649
    ->  class 2\|1  [0.991]

Rule 23/190: (98.3, lift 10.3)
    PC1 <= -0.3832309
    PC2 <= 2.5099
    PC8 > -0.5495703
    PC10 > 0.1281532
    PC24 <= -0.7443133
    ->  class 2\|1  [0.990]

Rule 23/191: (91.2, lift 10.3)
    PC1 <= -0.3832309
    PC2 <= 2.5099
    PC8 > -0.5495703
    PC10 <= 0.2933043
    PC11 > -0.313034
    PC19 > -2.040919
    PC21 > -0.2469342
    PC21 <= 0.9659102
    PC28 > 0.0373279
    PC41 > -0.6169693
    PC70 > -0.05567941
    PC75 > 0.3091071
    ->  class 2\|1  [0.989]

Rule 23/192: (140.7/0.6, lift 10.3)
    PC1 <= -0.3832309
    PC8 > 1.277736
    PC8 <= 5.10851
    PC10 > 0.2933043
    PC11 > -0.5750355
    PC21 > -0.2469342
    ->  class 2\|1  [0.989]

Rule 23/193: (78, lift 10.3)
    PC1 <= -0.3832309
    PC2 <= 2.5099
    PC8 > -0.5495703
    PC11 > -0.5750355
    PC21 > -0.2469342
    PC28 > 0.1610542
    ->  class 2\|1  [0.987]

Rule 23/194: (71.8, lift 10.3)
    PC1 <= -0.3832309
    PC8 > 1.277736
    PC21 <= 0.9659102
    PC37 <= -0.6005946
    PC59 <= 0.3063912
    PC70 > -0.05567941
    ->  class 2\|1  [0.986]

Rule 23/195: (104.1/0.6, lift 10.3)
    PC1 <= -0.3832309
    PC8 > 1.277736
    PC40 > -0.9540211
    PC54 <= 1.089913
    PC59 > 0.3063912
    PC63 <= 0.1876343
    PC70 > -0.05567941
    ->  class 2\|1  [0.985]

Rule 23/196: (63.2, lift 10.3)
    PC1 <= -0.3832309
    PC8 > 1.277736
    PC21 > -0.2469342
    PC46 > 1.601715
    ->  class 2\|1  [0.985]

Rule 23/197: (52.4, lift 10.3)
    PC1 <= -0.3832309
    PC2 <= 2.5099
    PC8 > -3.393956
    PC28 <= -0.1979612
    PC63 > -0.02401649
    ->  class 2\|1  [0.982]

Rule 23/198: (49.3, lift 10.2)
    PC1 <= -0.3832309
    PC2 <= 2.5099
    PC5 > 1.909454
    PC8 > -0.5495703
    ->  class 2\|1  [0.979]

Rule 23/199: (43.3, lift 10.2)
    PC1 <= -0.3832309
    PC8 > 1.277736
    PC11 > -0.5750355
    PC11 <= -0.313034
    PC21 > -0.2469342
    PC21 <= 0.9659102
    ->  class 2\|1  [0.978]

Rule 23/200: (41.6, lift 10.2)
    PC1 <= -0.3832309
    PC8 > 1.277736
    PC21 > -0.2469342
    PC57 <= -0.75685
    PC63 <= 0.1876343
    PC70 <= -0.05567941
    ->  class 2\|1  [0.977]

Rule 23/201: (49.5/0.3, lift 10.2)
    PC1 <= -0.3832309
    PC2 <= 2.5099
    PC8 > 0.1464841
    PC66 <= 1.662249
    PC98 <= -0.8860294
    ->  class 2\|1  [0.976]

Rule 23/202: (39.1, lift 10.2)
    PC1 <= -0.3832309
    PC8 > 1.277736
    PC9 > 3.152035
    PC63 <= 0.1876343
    ->  class 2\|1  [0.976]

Rule 23/203: (38.3, lift 10.2)
    PC1 <= -0.3832309
    PC8 > 1.277736
    PC27 <= -0.7059725
    PC70 > -0.05567941
    ->  class 2\|1  [0.975]

Rule 23/204: (36, lift 10.2)
    PC1 <= -0.3832309
    PC2 <= 2.5099
    PC8 > -0.5495703
    PC30 > 0.5005881
    PC44 <= 0.4799442
    ->  class 2\|1  [0.974]

Rule 23/205: (35.5, lift 10.2)
    PC1 <= -0.3832309
    PC2 <= 2.5099
    PC8 > -0.5495703
    PC8 <= 1.277736
    PC28 > 0.102115
    PC44 > 0.4799442
    ->  class 2\|1  [0.973]

Rule 23/206: (94.2/1.7, lift 10.2)
    PC1 <= -0.3832309
    PC8 > 1.277736
    PC10 <= 0.2933043
    PC21 > -0.2469342
    PC21 <= 0.9659102
    PC56 > 0.003246585
    PC59 <= 0.3063912
    PC70 > -0.05567941
    ->  class 2\|1  [0.972]

Rule 23/207: (42.9/0.3, lift 10.1)
    PC1 <= -0.3832309
    PC2 <= 2.5099
    PC8 > 0.1464841
    PC8 <= 1.277736
    PC12 > -1.498985
    PC88 <= -0.2492264
    ->  class 2\|1  [0.971]

Rule 23/208: (31.8, lift 10.1)
    PC2 <= 2.5099
    PC8 > -0.5495703
    PC8 <= 1.277736
    PC37 <= 1.185706
    PC44 <= 0.4799442
    PC83 > 1.016131
    ->  class 2\|1  [0.970]

Rule 23/209: (31.4, lift 10.1)
    PC1 > -0.3832309
    PC7 > -1.98811
    PC8 > -1.301106
    PC9 <= 0.255966
    PC21 > 0.9193565
    PC62 > 0.08397391
    ->  class 2\|1  [0.970]

Rule 23/210: (59/1, lift 10.1)
    PC1 <= -0.3832309
    PC2 <= 2.5099
    PC8 > -0.5495703
    PC8 <= 1.277736
    PC25 > -0.1240451
    PC32 > 1.11812
    PC37 <= 1.185706
    ->  class 2\|1  [0.968]

Rule 23/211: (48.7/0.8, lift 10.1)
    PC1 <= -0.3832309
    PC8 > 1.277736
    PC36 > 0.3951139
    PC63 <= 0.1876343
    ->  class 2\|1  [0.965]

Rule 23/212: (25.8, lift 10.1)
    PC2 <= 2.5099
    PC8 > -0.5495703
    PC8 <= 0.1464841
    PC12 > -1.498985
    PC24 > -0.7443133
    PC32 <= 1.11812
    PC34 > 0.8724672
    PC55 > -1.113829
    ->  class 2\|1  [0.962]

Rule 23/213: (22.6, lift 10.0)
    PC1 <= -0.3832309
    PC7 > 0.004760268
    PC8 > 0.1464841
    PC8 <= 1.277736
    PC10 > 0.1281532
    PC12 > -1.498985
    PC50 <= -0.5725842
    ->  class 2\|1  [0.959]

Rule 23/214: (20.3, lift 10.0)
    PC1 > -0.3832309
    PC3 <= 0.7432103
    PC8 > 0.5831117
    PC9 <= 0.5606682
    PC21 <= 0.9193565
    PC25 > -0.1210449
    PC38 <= 0.3697996
    ->  class 2\|1  [0.955]

Rule 23/215: (19.6, lift 10.0)
    PC1 <= -0.3832309
    PC2 <= 2.5099
    PC8 > -0.5495703
    PC8 <= 1.277736
    PC37 <= 1.185706
    PC44 <= 0.4799442
    PC55 <= -1.113829
    ->  class 2\|1  [0.954]

Rule 23/216: (44.6/1.2, lift 10.0)
    PC1 <= -0.3832309
    PC7 > 0.004760268
    PC8 > 0.1464841
    PC8 <= 1.277736
    PC12 > -1.498985
    PC24 > -0.7443133
    PC44 <= 0.4799442
    PC72 <= -0.2597508
    ->  class 2\|1  [0.953]

Rule 23/217: (23/0.2, lift 9.9)
    PC1 <= -0.3832309
    PC2 <= 2.5099
    PC8 > -0.5495703
    PC66 > 1.662249
    PC83 <= 1.016131
    ->  class 2\|1  [0.951]

Rule 23/218: (324.9/17.8, lift 9.9)
    PC1 <= -0.3832309
    PC2 <= -0.4021941
    PC8 > 1.277736
    PC11 <= -0.5750355
    PC18 <= 0.8235216
    PC20 > -0.1624147
    PC21 > -0.2469342
    PC55 > -1.105198
    PC90 > -0.574609
    ->  class 2\|1  [0.943]

Rule 23/219: (246/15.7, lift 9.8)
    PC1 <= -0.3832309
    PC6 <= -0.402606
    PC8 > 1.277736
    PC21 <= -0.2469342
    PC24 <= 1.382277
    PC40 > -1.644845
    PC67 <= 0.380585
    ->  class 2\|1  [0.933]

Rule 23/220: (54/2.9, lift 9.7)
    PC1 <= -0.3832309
    PC2 <= 2.5099
    PC8 > -0.5495703
    PC8 <= 1.277736
    PC10 <= 0.1281532
    PC28 > 0.07969564
    ->  class 2\|1  [0.931]

Rule 23/221: (38.5/1.9, lift 9.7)
    PC1 <= -0.3832309
    PC8 > 1.277736
    PC21 > -0.2469342
    PC40 <= -0.9540211
    PC70 > -0.05567941
    ->  class 2\|1  [0.928]

Rule 23/222: (37.6/1.8, lift 9.7)
    PC1 <= -0.3832309
    PC7 > 0.004760268
    PC8 > 0.1464841
    PC10 > 0.1281532
    PC12 > -1.498985
    PC32 <= 1.11812
    PC44 <= 0.4799442
    PC55 > -1.113829
    PC72 > -0.2597508
    PC78 > 0.5088601
    ->  class 2\|1  [0.928]

Rule 23/223: (11.7, lift 9.7)
    PC1 > -0.3832309
    PC8 > -1.301106
    PC10 > -0.678562
    PC21 > 0.9193565
    PC89 > 0.5840145
    ->  class 2\|1  [0.927]

Rule 23/224: (9.5, lift 9.5)
    PC1 <= -0.3832309
    PC7 > 0.004760268
    PC8 > 0.1464841
    PC8 <= 1.277736
    PC10 > 0.1281532
    PC72 > -0.2597508
    PC87 > 0.6537696
    ->  class 2\|1  [0.913]

Rule 23/225: (51.7/5.4, lift 9.2)
    PC1 <= -0.3832309
    PC2 <= 2.5099
    PC8 > -0.5495703
    PC32 <= 1.11812
    PC66 <= 1.662249
    PC80 > 1.371051
    ->  class 2\|1  [0.881]

Rule 23/226: (21.2/1.8, lift 9.2)
    PC1 <= -0.3832309
    PC2 <= 2.5099
    PC8 > -0.5495703
    PC8 <= 1.277736
    PC44 > 0.4799442
    PC48 <= -0.4450734
    ->  class 2\|1  [0.879]

Rule 23/227: (240.2/29, lift 9.2)
    PC1 <= -0.3832309
    PC3 > -0.8888453
    PC8 > -0.5495703
    PC8 <= 1.277736
    PC10 <= 0.1281532
    PC12 > -2.386546
    PC22 > -1.186088
    PC25 > -0.2558109
    PC29 <= 0.1681496
    PC37 <= 1.185706
    PC38 <= 0.9341283
    PC44 <= 0.4799442
    PC63 > -0.2796803
    PC68 > -2.084058
    PC73 <= 0.1497796
    PC74 <= 0.2106125
    PC83 > -1.136258
    ->  class 2\|1  [0.876]

Rule 23/228: (71.1/12.9, lift 8.5)
    PC1 <= -0.3832309
    PC2 <= 2.5099
    PC8 > -3.393956
    PC14 <= 2.654099
    PC24 <= 0.989116
    PC28 <= 0.0751535
    PC33 <= -0.5434552
    PC43 > -0.5019754
    PC55 <= 0.4749086
    ->  class 2\|1  [0.810]

Rule 23/229: (23.8/7.5, lift 7.0)
    PC1 <= -0.3832309
    PC2 <= 2.5099
    PC8 > -3.393956
    PC8 <= -0.5495703
    PC28 > 0.0751535
    PC43 > -0.5019754
    PC79 <= -0.05940647
    ->  class 2\|1  [0.672]

Rule 23/230: (212.1/0.4, lift 11.5)
    PC1 <= -0.3832309
    PC2 <= 2.5099
    PC5 <= 1.909454
    PC8 > -0.5495703
    PC8 <= 0.1464841
    PC10 > 0.1281532
    PC24 > -0.7443133
    PC32 <= 1.11812
    PC34 <= 0.8724672
    PC44 <= 0.4799442
    PC55 > -1.113829
    PC66 <= 1.662249
    PC80 <= 1.371051
    ->  class 2\|2  [0.994]

Rule 23/231: (136.6, lift 11.4)
    PC2 <= 2.5099
    PC5 > -0.1308613
    PC8 > -3.393956
    PC8 <= -0.5495703
    PC10 > -0.2282536
    PC19 > -2.848473
    PC31 <= 1.467823
    PC43 <= -0.5019754
    PC47 > -0.770551
    PC60 <= 1.167663
    PC89 <= -0.0355992
    ->  class 2\|2  [0.993]

Rule 23/232: (260.3/3.6, lift 11.3)
    PC1 <= -0.6306881
    PC2 <= 2.5099
    PC8 > -0.5495703
    PC8 <= 1.277736
    PC10 > 0.1281532
    PC12 <= -1.498985
    PC24 > -0.7443133
    PC32 <= 1.11812
    PC44 <= 0.4799442
    PC80 <= 1.371051
    PC83 <= 1.016131
    ->  class 2\|2  [0.983]

Rule 23/233: (118.1/1, lift 11.3)
    PC1 <= -0.3832309
    PC2 <= 2.5099
    PC8 > -3.393956
    PC8 <= -0.5495703
    PC10 > -0.2282536
    PC14 > -3.512203
    PC19 > -2.848473
    PC43 <= -0.5019754
    PC60 <= 1.167663
    PC63 > 0.1583778
    ->  class 2\|2  [0.983]

Rule 23/234: (50.4, lift 11.3)
    PC8 <= -0.5495703
    PC18 > 0.5195135
    PC28 <= 0.0751535
    PC43 > -0.5019754
    PC49 <= 0.1360006
    PC50 <= -0.7597777
    PC74 <= 0.2671531
    ->  class 2\|2  [0.980]

Rule 23/235: (45.7, lift 11.3)
    PC1 <= -0.3832309
    PC5 <= 1.909454
    PC7 <= 0.004760268
    PC8 > 0.1464841
    PC10 > 0.1281532
    PC24 > -0.7443133
    PC30 <= 0.5005881
    PC32 <= 1.11812
    PC44 <= 0.4799442
    PC83 <= 1.016131
    PC88 > -0.2492264
    PC98 > -0.8860294
    ->  class 2\|2  [0.979]

Rule 23/236: (152.3/2.4, lift 11.3)
    PC1 <= -0.3832309
    PC5 > -0.1308613
    PC8 > -3.393956
    PC8 <= -0.5495703
    PC10 > -0.2282536
    PC19 > -2.848473
    PC30 > -0.1678423
    PC31 <= 1.467823
    PC43 <= -0.5019754
    PC60 <= 1.167663
    PC84 <= 0.4407003
    PC93 > -0.09216413
    ->  class 2\|2  [0.978]

Rule 23/237: (55.4/0.5, lift 11.2)
    PC1 > -0.3832309
    PC3 <= 0.7432103
    PC8 <= 0.5831117
    PC9 <= -0.406364
    PC10 > -0.678562
    PC12 > -0.1754197
    PC17 <= 1.072929
    PC21 <= 0.9193565
    PC33 <= 0.356077
    PC38 <= 0.3697996
    PC42 <= 0.5507628
    ->  class 2\|2  [0.974]

Rule 23/238: (35.7, lift 11.2)
    PC1 <= -0.3832309
    PC2 <= 2.5099
    PC3 <= -0.8888453
    PC8 <= 1.277736
    PC10 <= 0.1281532
    PC32 <= 1.11812
    PC44 <= 0.4799442
    PC74 <= 0.2106125
    ->  class 2\|2  [0.973]

Rule 23/239: (141/3.2, lift 11.2)
    PC1 <= -0.3832309
    PC2 <= 2.5099
    PC8 > -0.5495703
    PC8 <= 1.277736
    PC12 <= -2.386546
    PC32 <= 1.11812
    PC44 <= 0.4799442
    PC74 <= 0.2106125
    PC83 <= 1.016131
    ->  class 2\|2  [0.970]

Rule 23/240: (77.4/1.4, lift 11.2)
    PC1 <= -0.3832309
    PC2 <= 2.5099
    PC8 > -3.393956
    PC8 <= -0.5495703
    PC19 > -2.848473
    PC28 > -0.1979612
    PC56 > 0.1553355
    PC68 <= -0.918465
    ->  class 2\|2  [0.970]

Rule 23/241: (29.1, lift 11.1)
    PC8 > -3.393956
    PC8 <= -0.5495703
    PC9 <= -1.895743
    PC28 > -0.1979612
    PC29 <= 0.2792483
    PC43 > -0.5019754
    PC55 <= 0.4749086
    PC83 <= -0.6321945
    ->  class 2\|2  [0.967]

Rule 23/242: (227.7/10.6, lift 10.9)
    PC1 <= -0.3832309
    PC5 > -0.1308613
    PC8 > -2.141644
    PC8 <= -0.5495703
    PC10 > -0.2282536
    PC14 > -3.512203
    PC30 > -0.1678423
    PC43 <= -0.5019754
    PC47 > -0.770551
    PC60 <= 1.167663
    PC64 <= 1.152178
    PC84 <= 0.4407003
    ->  class 2\|2  [0.950]

Rule 23/243: (46/1.6, lift 10.9)
    PC1 <= -0.3832309
    PC2 <= 2.5099
    PC8 > -0.5495703
    PC8 <= 1.277736
    PC10 <= 0.1281532
    PC35 <= 0.811042
    PC73 > 0.1497796
    PC74 <= 0.2106125
    ->  class 2\|2  [0.945]

Rule 23/244: (40.3/1.7, lift 10.8)
    PC8 > -3.393956
    PC8 <= -0.5495703
    PC9 <= -1.895743
    PC11 > -3.816464
    PC19 > 3.147063
    PC50 > -0.7597777
    ->  class 2\|2  [0.935]

Rule 23/245: (77.4/4.3, lift 10.8)
    PC1 <= -0.3832309
    PC2 <= 2.5099
    PC5 <= 1.909454
    PC8 <= 1.277736
    PC22 > -1.186088
    PC29 > 0.1681496
    PC35 <= 0.811042
    PC44 <= 0.4799442
    PC63 > -0.2796803
    PC73 <= 0.1497796
    PC74 <= 0.2106125
    ->  class 2\|2  [0.934]

Rule 23/246: (38.8/1.8, lift 10.7)
    PC1 <= -0.3832309
    PC8 > -3.393956
    PC8 <= -0.5495703
    PC9 <= -1.895743
    PC28 > -0.1979612
    PC29 <= 0.2792483
    PC50 > -0.7597777
    PC98 > 0.5087953
    ->  class 2\|2  [0.930]

Rule 23/247: (42.4/2.1, lift 10.7)
    PC1 <= -0.3832309
    PC2 <= 2.5099
    PC8 > -3.393956
    PC8 <= -0.5495703
    PC28 > -0.1979612
    PC43 <= -0.5019754
    PC47 > -0.770551
    PC53 > -1.799245
    PC77 <= -1.279028
    ->  class 2\|2  [0.929]

Rule 23/248: (124.9/9.7, lift 10.6)
    PC1 <= -0.3832309
    PC2 <= 2.5099
    PC8 > -3.393956
    PC8 <= -0.5495703
    PC29 <= 0.2792483
    PC30 > 0.2204484
    PC45 <= 0.3250748
    PC64 > -0.01773463
    ->  class 2\|2  [0.916]

Rule 23/249: (13.1/0.4, lift 10.5)
    PC2 <= 2.5099
    PC8 > -0.5495703
    PC8 <= 1.277736
    PC35 <= 0.811042
    PC37 <= 1.185706
    PC44 <= 0.4799442
    PC83 <= -1.136258
    ->  class 2\|2  [0.910]

Rule 23/250: (19.3/1, lift 10.4)
    PC2 <= 2.5099
    PC8 > -3.393956
    PC43 <= -0.5019754
    PC53 > -1.799245
    PC56 > 0.660567
    PC60 > 1.167663
    ->  class 2\|2  [0.906]

Rule 23/251: (347.2/32.9, lift 10.4)
    PC1 <= -0.6306881
    PC2 <= 2.5099
    PC5 <= 1.909454
    PC8 > -0.5495703
    PC8 <= 1.277736
    PC10 > 0.1281532
    PC30 <= 0.5005881
    PC32 <= 1.11812
    PC44 <= 0.4799442
    PC45 <= 0.3784327
    PC72 > -0.2597508
    PC78 <= 0.5088601
    PC83 <= 1.016131
    PC87 <= 0.6537696
    PC88 > -0.2492264
    PC98 > -0.8860294
    ->  class 2\|2  [0.903]

Rule 23/252: (8, lift 10.4)
    PC1 <= -0.3832309
    PC2 <= 2.5099
    PC8 > -0.5495703
    PC8 <= 1.277736
    PC10 <= 0.1281532
    PC44 <= 0.4799442
    PC63 <= -0.2796803
    PC74 <= 0.2106125
    PC83 > -1.136258
    ->  class 2\|2  [0.900]

Rule 23/253: (48.2/4.1, lift 10.3)
    PC1 <= -0.3832309
    PC2 <= 2.5099
    PC5 > -0.6301011
    PC8 > -3.393956
    PC8 <= -0.5495703
    PC14 > 2.654099
    ->  class 2\|2  [0.897]

Rule 23/254: (206.1/21.3, lift 10.3)
    PC1 <= -0.3832309
    PC2 <= 2.5099
    PC3 > -0.8888453
    PC8 > -0.5495703
    PC8 <= 1.277736
    PC22 <= -1.186088
    PC32 <= 1.11812
    PC44 <= 0.4799442
    ->  class 2\|2  [0.893]

Rule 23/255: (6.5, lift 10.2)
    PC1 <= -0.3832309
    PC2 <= 2.5099
    PC8 > -3.393956
    PC8 <= -0.5495703
    PC10 <= -0.2282536
    PC68 <= 1.671141
    PC90 <= -0.4889252
    ->  class 2\|2  [0.883]

Rule 23/256: (6.1, lift 10.1)
    PC2 <= 2.5099
    PC8 <= -0.5495703
    PC10 <= -0.2282536
    PC43 <= -0.5019754
    PC68 > 1.671141
    ->  class 2\|2  [0.877]

Rule 23/257: (5.7, lift 10.0)
    PC2 <= 2.5099
    PC8 > -0.5495703
    PC8 <= 1.277736
    PC38 > 0.9341283
    PC73 <= 0.1497796
    PC99 <= -0.1148952
    ->  class 2\|2  [0.871]

Rule 23/258: (5.3, lift 10.0)
    PC1 <= -0.3832309
    PC8 > 1.277736
    PC11 <= -0.5750355
    PC55 <= -1.105198
    ->  class 2\|2  [0.864]

Rule 23/259: (106.4/15, lift 9.8)
    PC1 <= -0.3832309
    PC2 <= 2.5099
    PC7 > -0.6784799
    PC8 <= -0.5495703
    PC11 > -3.816464
    PC55 > 0.4749086
    ->  class 2\|2  [0.853]

Rule 23/260: (136.9/19.9, lift 9.8)
    PC1 <= -0.3832309
    PC2 <= 2.5099
    PC8 > -0.5495703
    PC21 <= -0.2469342
    PC67 > 0.380585
    ->  class 2\|2  [0.849]

Rule 23/261: (64/9.2, lift 9.7)
    PC1 <= -0.3832309
    PC2 <= 2.5099
    PC8 > -0.5495703
    PC21 <= -0.2469342
    PC40 <= -1.644845
    ->  class 2\|2  [0.845]

Rule 23/262: (4.2, lift 9.7)
    PC8 > 1.277736
    PC11 <= -0.5750355
    PC18 > 0.8235216
    ->  class 2\|2  [0.838]

Rule 23/263: (22.2/3.2, lift 9.5)
    PC1 <= -0.3832309
    PC2 <= 2.5099
    PC8 > -3.393956
    PC8 <= -0.5495703
    PC43 <= -0.5019754
    PC47 <= -0.770551
    PC53 > -1.799245
    PC80 > -0.3981489
    ->  class 2\|2  [0.827]

Rule 23/264: (22.1/3.6, lift 9.3)
    PC1 <= -0.3832309
    PC2 <= 2.5099
    PC8 > -3.393956
    PC8 <= -0.5495703
    PC11 > -3.816464
    PC43 > -0.5019754
    PC45 <= 0.3250748
    PC50 > -0.7597777
    PC80 <= -2.014481
    ->  class 2\|2  [0.809]

Rule 23/265: (54/10.9, lift 9.1)
    PC1 <= -0.3832309
    PC2 <= 2.5099
    PC8 > -0.5495703
    PC8 <= 1.277736
    PC28 <= 0.102115
    PC32 <= 1.11812
    PC44 > 0.4799442
    PC48 > -0.4450734
    PC48 <= 3.819473
    PC59 > -0.1106787
    ->  class 2\|2  [0.787]

Rule 23/266: (14.3/2.6, lift 8.9)
    PC1 <= -0.3832309
    PC8 > -3.393956
    PC8 <= -0.5495703
    PC19 <= -2.848473
    PC60 <= -0.2318248
    ->  class 2\|2  [0.776]

Rule 23/267: (96.9/21.9, lift 8.9)
    PC1 <= -0.3832309
    PC2 <= 2.5099
    PC8 > -3.393956
    PC19 > -2.848473
    PC24 > 0.989116
    PC28 > -0.1979612
    PC29 <= 0.2792483
    PC45 <= 0.3250748
    ->  class 2\|2  [0.768]

Rule 23/268: (51/15.7, lift 7.9)
    PC1 <= -0.3832309
    PC2 <= 2.5099
    PC8 > -3.393956
    PC8 <= -0.5495703
    PC19 > -2.848473
    PC28 > 0.0751535
    PC43 > -0.5019754
    PC79 > -0.05940647
    ->  class 2\|2  [0.684]

Rule 23/269: (87.9/29.9, lift 7.6)
    PC1 <= -0.3832309
    PC2 <= -1.242138
    PC6 > -0.402606
    PC8 > -0.5495703
    PC21 <= -0.2469342
    ->  class 2\|2  [0.657]

Rule 23/270: (150.5, lift 8.0)
    PC1 <= -0.3832309
    PC8 <= -3.393956
    PC19 > -1.69142
    PC37 <= 2.206025
    PC96 > 0.2890086
    ->  class 2\|3  [0.993]

Rule 23/271: (115.6, lift 8.0)
    PC8 <= -3.393956
    PC11 > -1.431389
    PC37 <= 2.206025
    PC44 <= -0.8225569
    PC63 > -6.178812
    ->  class 2\|3  [0.991]

Rule 23/272: (187.5/4.1, lift 7.9)
    PC1 > -0.3832309
    PC1 <= 13.61654
    PC2 <= 2.5099
    PC8 <= -1.301106
    PC19 > -1.175106
    PC25 > -0.2509966
    PC37 > -9.291889
    PC84 > -0.2286256
    PC90 <= 0.4942054
    PC98 > -0.910931
    ->  class 2\|3  [0.973]

Rule 23/273: (35.5, lift 7.9)
    PC1 <= -0.3832309
    PC2 <= 2.5099
    PC8 <= -0.5495703
    PC11 > -4.708849
    PC17 > 0.9835293
    PC44 > -0.8225569
    ->  class 2\|3  [0.973]

Rule 23/274: (32.5, lift 7.8)
    PC2 <= 2.5099
    PC3 <= 0.7432103
    PC9 <= 0.5606682
    PC10 > -0.678562
    PC17 > 1.072929
    PC21 <= 0.9193565
    PC25 > -0.1210449
    ->  class 2\|3  [0.971]

Rule 23/275: (27.1, lift 7.8)
    PC2 <= 2.5099
    PC8 <= -0.5495703
    PC31 > 1.467823
    PC43 <= -0.5019754
    PC53 > -1.799245
    PC63 <= 0.1583778
    ->  class 2\|3  [0.966]

Rule 23/276: (46.6/1.2, lift 7.7)
    PC1 <= -0.3832309
    PC2 <= 2.5099
    PC8 > -3.393956
    PC8 <= -0.5495703
    PC14 <= 2.654099
    PC30 > 0.2204484
    PC43 > -0.5019754
    PC45 <= 0.3250748
    PC64 <= -0.01773463
    ->  class 2\|3  [0.955]

Rule 23/277: (44.2/2.6, lift 7.4)
    PC1 > -0.3832309
    PC1 <= 13.61654
    PC8 <= -1.301106
    PC14 > 1.23054
    PC19 > -1.175106
    ->  class 2\|3  [0.921]

Rule 23/278: (14.2/0.6, lift 7.3)
    PC1 <= -0.3832309
    PC2 <= 2.5099
    PC24 > 1.382277
    ->  class 2\|3  [0.899]

Rule 23/279: (4.9, lift 6.9)
    PC1 > -0.3832309
    PC8 <= -1.301106
    PC19 <= -1.175106
    PC100 > 3.701552
    ->  class 2\|3  [0.856]

Rule 23/280: (7363.7/5113.9, lift 2.5)
    PC1 <= -0.3832309
    PC2 <= 2.5099
    ->  class 2\|3  [0.306]

Rule 23/281: (169.7, lift 22.9)
    PC1 <= -0.3832309
    PC8 <= -3.393956
    PC16 <= 0.3849339
    PC22 > -1.326359
    PC39 <= 0.3569398
    PC44 > 0.8348892
    PC71 > -0.06596821
    PC96 <= 0.2890086
    ->  class 2\|4  [0.994]

Rule 23/282: (121.9, lift 22.8)
    PC1 <= -0.3832309
    PC8 <= -3.393956
    PC19 <= -4.014434
    PC22 > -1.878322
    ->  class 2\|4  [0.992]

Rule 23/283: (91.6, lift 22.8)
    PC1 <= -0.3832309
    PC11 <= -4.708849
    ->  class 2\|4  [0.989]

Rule 23/284: (83.6/0.7, lift 22.6)
    PC1 > -0.3832309
    PC2 <= 2.5099
    PC8 <= -1.301106
    PC14 <= 1.23054
    PC19 > -1.175106
    PC44 > -0.4111455
    PC90 > 0.4942054
    ->  class 2\|4  [0.980]

Rule 23/285: (56.3/0.4, lift 22.5)
    PC2 <= 2.5099
    PC8 <= -3.393956
    PC16 <= 0.3849339
    PC17 <= 0.9835293
    PC44 > -0.8225569
    PC49 <= 0.08623306
    PC71 > -0.06596821
    PC96 <= -0.2953993
    ->  class 2\|4  [0.975]

Rule 23/286: (51.1/0.5, lift 22.4)
    PC1 <= -0.3832309
    PC8 > -3.393956
    PC8 <= -0.5495703
    PC19 <= -2.848473
    PC60 > -0.2318248
    PC82 <= 0.1373334
    PC96 > 0.01124012
    ->  class 2\|4  [0.972]

Rule 23/287: (138.1/3.2, lift 22.3)
    PC8 <= -3.393956
    PC9 > 0.3911083
    PC16 <= 0.3849339
    PC39 <= 0.3569398
    PC44 > -0.8225569
    PC49 <= 0.08623306
    PC71 > -0.06596821
    PC89 <= 0.6017097
    PC96 <= 0.2890086
    ->  class 2\|4  [0.970]

Rule 23/288: (22.6, lift 22.1)
    PC2 <= 2.5099
    PC8 <= -0.5495703
    PC33 > -0.5434552
    PC43 > -0.5019754
    PC45 <= 0.3250748
    PC50 > -0.7597777
    PC55 <= 0.4749086
    PC62 <= -0.4880027
    PC80 > 0.7980793
    ->  class 2\|4  [0.959]

Rule 23/289: (104.8/3.5, lift 22.1)
    PC1 <= -0.3832309
    PC8 <= -3.393956
    PC16 <= 0.3849339
    PC17 <= 0.9835293
    PC21 > -0.4478826
    PC44 > 0.02325289
    PC49 <= 0.08623306
    PC57 <= 0.6973829
    PC66 > -0.2054445
    PC71 > -0.06596821
    PC78 <= -0.1153233
    PC89 <= 0.6017097
    PC96 <= 0.2890086
    ->  class 2\|4  [0.958]

Rule 23/290: (18.8, lift 21.9)
    PC1 > -0.3832309
    PC37 <= -9.291889
    ->  class 2\|4  [0.952]

Rule 23/291: (15, lift 21.7)
    PC1 <= -0.3832309
    PC8 <= -3.393956
    PC9 <= 0.3911083
    PC17 <= 0.9835293
    PC44 <= 0.02325289
    PC66 > 0.1047067
    PC71 > -0.06596821
    PC78 <= -0.1153233
    PC96 <= 0.2890086
    ->  class 2\|4  [0.941]

Rule 23/292: (13.6, lift 21.6)
    PC2 <= 2.5099
    PC8 <= -3.393956
    PC63 <= -6.178812
    ->  class 2\|4  [0.936]

Rule 23/293: (21/0.5, lift 21.5)
    PC1 <= -0.3832309
    PC2 <= 2.5099
    PC8 <= -0.5495703
    PC19 <= -1.69142
    PC96 > 0.2890086
    ->  class 2\|4  [0.934]

Rule 23/294: (17.4/1, lift 20.7)
    PC1 <= -0.3832309
    PC8 <= -3.393956
    PC37 > 2.206025
    ->  class 2\|4  [0.898]

Rule 23/295: (14.5/1.3, lift 19.9)
    PC1 > -0.3832309
    PC2 <= 2.5099
    PC8 <= -1.301106
    PC19 > -1.175106
    PC90 <= 0.4942054
    PC98 <= -0.910931
    ->  class 2\|4  [0.863]

Rule 23/296: (33.2/8.3, lift 17.0)
    PC1 <= -0.3832309
    PC8 <= -0.5495703
    PC9 > -1.895743
    PC33 > -0.5434552
    PC43 > -0.5019754
    PC54 > 0.979534
    PC55 <= 0.4749086
    PC62 <= -0.4880027
    ->  class 2\|4  [0.736]

Rule 23/297: (52.4/24.5, lift 12.2)
    PC1 <= -0.3832309
    PC8 > -3.393956
    PC8 <= -0.5495703
    PC28 > -0.1979612
    PC43 <= -0.5019754
    PC47 <= -0.770551
    PC80 <= -0.3981489
    ->  class 2\|4  [0.531]

Default class: 2\|3

-----  Trial 24:  -----

Rules:

Rule 24/1: (101.1, lift 16.0)
    PC13 <= 5.67339
    PC15 > -0.3743086
    PC18 > 1.799551
    PC26 <= 0.6769034
    PC27 > -1.915255
    PC47 <= 1.7071
    PC55 > -0.3523255
    PC70 <= -1.092124
    ->  class 0\|0  [0.990]

Rule 24/2: (96.8, lift 16.0)
    PC13 <= 5.075639
    PC18 > 1.799551
    PC25 <= 1.091612
    PC26 <= 0.6769034
    PC27 > -1.915255
    PC40 > -2.275283
    PC41 <= 0.5265976
    PC55 > -0.3523255
    PC63 <= -0.757161
    PC69 > -3.245122
    PC99 > -1.489295
    ->  class 0\|0  [0.989]

Rule 24/3: (77.8, lift 16.0)
    PC9 > -0.2490933
    PC12 <= 1.645578
    PC18 > 1.799551
    PC25 > -0.3493037
    PC26 <= 0.6769034
    PC62 <= -1.100342
    ->  class 0\|0  [0.987]

Rule 24/4: (68.5, lift 15.9)
    PC2 > 2.5099
    PC3 > -1.631858
    PC3 <= 1.640775
    PC18 > -0.6070462
    PC18 <= 1.799551
    PC49 <= 0.5759177
    PC78 > -0.04825771
    PC96 > -0.6176213
    PC97 <= 0.4561542
    PC98 <= 0.3683601
    ->  class 0\|0  [0.986]

Rule 24/5: (91.6/0.3, lift 15.9)
    PC13 <= 5.075639
    PC18 > 1.799551
    PC21 <= 0.4791392
    PC25 > -0.3493037
    PC26 <= 0.6769034
    PC55 > -0.3523255
    PC87 <= 0.7788222
    PC88 > -0.886555
    PC98 <= -0.3639236
    PC100 > -0.1115269
    ->  class 0\|0  [0.986]

Rule 24/6: (102.7/0.6, lift 15.9)
    PC13 <= 5.67339
    PC15 > -0.3743086
    PC18 > 1.799551
    PC21 <= 0.4791392
    PC25 <= 1.091612
    PC47 <= 1.7071
    PC69 > -3.245122
    PC75 > 0.3465766
    ->  class 0\|0  [0.985]

Rule 24/7: (74.7/0.3, lift 15.9)
    PC3 > -0.7387897
    PC18 > 1.799551
    PC21 <= 0.4791392
    PC41 <= 0.5265976
    ->  class 0\|0  [0.983]

Rule 24/8: (57.9, lift 15.9)
    PC2 > 2.5099
    PC3 > -1.631858
    PC3 <= 1.640775
    PC18 > -0.6070462
    PC18 <= 1.799551
    PC48 > 0.4174948
    ->  class 0\|0  [0.982]

Rule 24/9: (69.4/0.9, lift 15.7)
    PC2 > 2.5099
    PC13 <= 5.67339
    PC18 > 1.799551
    PC25 <= 1.091612
    PC26 <= 0.6769034
    PC30 > -3.208889
    PC40 > -2.275283
    PC99 <= -1.489295
    ->  class 0\|0  [0.974]

Rule 24/10: (31.1, lift 15.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 > 0.2048321
    PC18 > -0.6070462
    PC78 <= -0.04825771
    PC98 <= 0.3683601
    ->  class 0\|0  [0.970]

Rule 24/11: (15.5, lift 15.2)
    PC2 > 2.5099
    PC3 > -1.631858
    PC3 <= 1.640775
    PC18 > -0.6070462
    PC18 <= 1.799551
    PC51 <= -0.2713818
    PC97 > 0.4561542
    ->  class 0\|0  [0.943]

Rule 24/12: (14.8, lift 15.2)
    PC2 > 2.5099
    PC3 > -1.631858
    PC3 <= 1.640775
    PC18 > -0.6070462
    PC18 <= 1.799551
    PC67 > 0.5516037
    ->  class 0\|0  [0.940]

Rule 24/13: (12.6, lift 15.0)
    PC1 > -0.3900895
    PC2 <= 2.5099
    PC18 > 1.351422
    ->  class 0\|0  [0.932]

Rule 24/14: (9.6, lift 14.8)
    PC2 > 2.5099
    PC3 > -1.631858
    PC3 <= 1.640775
    PC18 > -0.6070462
    PC60 > 1.198513
    ->  class 0\|0  [0.914]

Rule 24/15: (20.2/1.4, lift 14.4)
    PC3 <= -1.631858
    PC13 <= 5.67339
    PC18 > 0.7599854
    PC23 > -1.647037
    PC43 <= -2.217216
    PC90 > -1.764218
    ->  class 0\|0  [0.893]

Rule 24/16: (163/33.8, lift 12.7)
    PC11 > -0.265009
    PC18 > 3.388122
    PC30 > -3.208889
    PC47 <= 3.418332
    PC49 <= 0.9069402
    PC97 <= -0.6692719
    ->  class 0\|0  [0.789]

Rule 24/17: (66/16.1, lift 12.1)
    PC18 > 1.799551
    PC30 > -3.208889
    PC36 > 2.704227
    PC47 <= 3.418332
    PC62 > -2.178224
    ->  class 0\|0  [0.748]

Rule 24/18: (25.8/6.1, lift 12.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 5.67339
    PC16 <= -0.5352915
    PC18 > -0.6070462
    PC30 > -3.208889
    PC40 <= -2.275283
    ->  class 0\|0  [0.743]

Rule 24/19: (966.9/252, lift 11.9)
    PC7 > -0.969892
    PC13 <= 5.075639
    PC15 > -0.3743086
    PC18 > 1.799551
    PC21 <= 0.4283473
    PC25 <= 1.091612
    PC26 <= 0.6769034
    PC27 > -1.915255
    PC42 <= 1.557549
    PC55 > -0.3523255
    PC87 <= 0.7788222
    PC88 > -0.886555
    ->  class 0\|0  [0.739]

Rule 24/20: (83.7/29.1, lift 10.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 5.67339
    PC18 > -0.6070462
    PC23 > -1.647037
    PC30 > -3.208889
    PC40 > -2.275283
    PC47 <= 3.418332
    PC62 > -2.178224
    PC69 > -3.245122
    PC90 <= -1.764218
    ->  class 0\|0  [0.648]

Rule 24/21: (62.4, lift 12.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC41 > 0.5213798
    PC54 > -0.5132085
    ->  class 0\|1  [0.984]

Rule 24/22: (85/0.4, lift 12.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC11 <= 0.09943666
    PC18 > -0.6070462
    PC26 <= 0.6769034
    PC31 <= -0.2757411
    PC73 <= 0.7852738
    PC78 > -0.646745
    PC86 <= 4.013646
    PC99 > -1.489295
    ->  class 0\|1  [0.984]

Rule 24/23: (54.8, lift 11.9)
    PC2 > 2.5099
    PC3 > -1.631858
    PC3 <= 1.640775
    PC6 <= 0.2048321
    PC10 <= -0.9981797
    PC18 > -0.6070462
    PC18 <= 1.799551
    PC78 <= -0.04825771
    PC98 <= 0.3683601
    ->  class 0\|1  [0.982]

Rule 24/24: (72.4/0.4, lift 11.9)
    PC2 > 2.5099
    PC3 > -1.631858
    PC3 <= 1.640775
    PC6 <= 0.1047927
    PC18 > -0.6070462
    PC18 <= 1.799551
    PC42 <= 1.661112
    PC48 <= 0.4174948
    PC90 > -1.764218
    PC98 > 0.3683601
    ->  class 0\|1  [0.982]

Rule 24/25: (52.3, lift 11.9)
    PC3 <= -0.7387897
    PC7 <= -0.969892
    PC18 > 1.799551
    PC40 > -2.275283
    PC77 > -0.1659555
    ->  class 0\|1  [0.982]

Rule 24/26: (131.6/1.6, lift 11.9)
    PC2 > 2.5099
    PC3 > -1.631858
    PC10 <= -0.9981797
    PC18 > -0.6070462
    PC18 <= 1.799551
    PC48 <= 0.4174948
    PC51 > -0.2713818
    PC62 <= 1.776292
    PC67 <= 0.5516037
    PC90 > -1.764218
    PC97 > 0.4561542
    PC98 <= 0.3683601
    ->  class 0\|1  [0.981]

Rule 24/27: (42.9, lift 11.9)
    PC2 > 2.5099
    PC3 > -1.631858
    PC10 <= -0.9981797
    PC18 > -0.6070462
    PC23 > -1.647037
    PC48 <= 0.4174948
    PC49 > 0.5759177
    PC97 <= 0.4561542
    ->  class 0\|1  [0.978]

Rule 24/28: (43.4, lift 11.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC9 > -0.2490933
    PC18 > -0.6070462
    PC25 > -0.3493037
    PC25 <= 1.091612
    PC51 <= 0.4087343
    PC63 > -0.757161
    PC75 <= 0.3465766
    PC76 > 0.5645545
    PC99 > -1.489295
    PC100 <= -0.1115269
    ->  class 0\|1  [0.978]

Rule 24/29: (35.5, lift 11.8)
    PC2 > 2.5099
    PC3 <= -0.7387897
    PC18 > -0.6070462
    PC41 <= -0.203652
    PC47 <= 3.418332
    PC62 > -2.178224
    PC69 > -3.245122
    PC73 <= 0.7852738
    PC78 > -0.646745
    PC99 > -1.489295
    ->  class 0\|1  [0.973]

Rule 24/30: (34.5, lift 11.8)
    PC2 > 2.5099
    PC13 <= 5.075639
    PC18 > 1.799551
    PC30 <= 2.471616
    PC51 > 0.4087343
    PC70 > -1.092124
    PC99 > -1.489295
    PC100 <= -0.1115269
    ->  class 0\|1  [0.973]

Rule 24/31: (103.4/1.9, lift 11.8)
    PC2 > 2.5099
    PC3 <= -1.631858
    PC13 <= 5.67339
    PC18 > -0.6070462
    PC18 <= 0.7599854
    PC24 <= 0.7809931
    PC40 > -0.5236889
    PC59 > -1.353035
    PC69 > -3.245122
    PC79 <= 0.3256723
    PC90 > -1.764218
    PC96 <= 1.594353
    PC99 <= 1.669171
    PC100 > -2.656917
    ->  class 0\|1  [0.972]

Rule 24/32: (49.6/0.8, lift 11.7)
    PC13 <= 5.67339
    PC18 > 1.799551
    PC25 > 1.091612
    PC30 > -3.208889
    PC47 <= 3.418332
    ->  class 0\|1  [0.966]

Rule 24/33: (24.6, lift 11.7)
    PC2 > 2.5099
    PC9 > -0.2490933
    PC13 <= 5.075639
    PC18 > 1.799551
    PC73 <= 0.7852738
    PC75 <= 0.3465766
    PC81 > 0.8341225
    ->  class 0\|1  [0.962]

Rule 24/34: (37.4/0.6, lift 11.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 5.075639
    PC18 > -0.6070462
    PC25 > -0.3493037
    PC30 <= 2.471616
    PC40 > -2.275283
    PC42 > -2.148643
    PC67 > 0.1222108
    PC70 > -1.092124
    PC75 <= 0.3465766
    PC81 <= 0.8341225
    PC100 <= -0.1115269
    ->  class 0\|1  [0.959]

Rule 24/35: (133.1/4.5, lift 11.7)
    PC3 <= -0.7387897
    PC8 <= 0.2318293
    PC18 > 1.799551
    PC21 <= 0.4791392
    PC25 > -0.3493037
    PC57 > -0.5600397
    PC62 > -1.100342
    PC66 > -1.063055
    PC70 > -1.092124
    PC75 <= 0.3465766
    PC78 > -0.1406781
    PC98 > -0.3639236
    PC100 > -0.1115269
    ->  class 0\|1  [0.959]

Rule 24/36: (317.3/12.6, lift 11.6)
    PC3 <= -1.631858
    PC13 <= 5.67339
    PC18 > 0.7599854
    PC18 <= 1.799551
    PC40 > -2.275283
    PC43 > -2.217216
    PC62 > -2.178224
    PC69 > -3.245122
    PC83 > -2.461062
    PC83 <= 4.196342
    PC90 > -1.764218
    PC96 <= 1.594353
    PC100 > -2.656917
    ->  class 0\|1  [0.957]

Rule 24/37: (64.5/1.9, lift 11.6)
    PC2 > 2.5099
    PC13 <= 5.075639
    PC15 > -0.3743086
    PC18 > -0.6070462
    PC21 <= 0.4791392
    PC47 <= 1.7071
    PC55 > -0.3523255
    PC63 > -0.757161
    PC70 > -1.092124
    PC75 <= 0.3465766
    PC88 <= -0.886555
    ->  class 0\|1  [0.957]

Rule 24/38: (46.1/1.1, lift 11.6)
    PC10 <= -2.806745
    PC18 > -1.179344
    PC18 <= -0.6070462
    PC30 > -0.5015287
    ->  class 0\|1  [0.956]

Rule 24/39: (22.2, lift 11.6)
    PC2 > 2.5099
    PC13 <= 5.67339
    PC15 > -0.3743086
    PC18 > -0.6070462
    PC20 <= -3.292
    PC42 > -2.148643
    PC63 > -0.757161
    PC70 > -1.092124
    PC75 <= 0.3465766
    ->  class 0\|1  [0.956]

Rule 24/40: (18.5, lift 11.5)
    PC9 > -0.2490933
    PC13 <= 5.075639
    PC18 > 1.799551
    PC54 > 1.40532
    PC70 > -1.092124
    PC73 <= 0.7852738
    PC75 <= 0.3465766
    PC78 > -0.646745
    ->  class 0\|1  [0.950]

Rule 24/41: (102.4/4.2, lift 11.6)
    PC5 <= 2.909814
    PC13 <= 5.67339
    PC18 > 1.799551
    PC26 > 0.6769034
    PC36 <= 2.704227
    PC40 > -2.275283
    ->  class 0\|1  [0.950]

Rule 24/42: (16.4, lift 11.5)
    PC2 > 2.5099
    PC13 <= 5.67339
    PC18 > 1.799551
    PC25 <= 1.091612
    PC30 > -3.208889
    PC47 > 1.7071
    PC62 > -2.178224
    ->  class 0\|1  [0.946]

Rule 24/43: (37.9/1.3, lift 11.5)
    PC2 > 2.5099
    PC18 > 1.799551
    PC42 <= 1.557549
    PC62 > -2.178224
    PC63 > -0.757161
    PC75 <= 0.3465766
    PC87 > 0.7788222
    ->  class 0\|1  [0.943]

Rule 24/44: (14, lift 11.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 5.67339
    PC18 > -0.6070462
    PC42 <= 1.557549
    PC63 > -0.757161
    PC78 > -0.646745
    PC78 <= -0.625707
    PC87 <= 0.7788222
    ->  class 0\|1  [0.937]

Rule 24/45: (77.2/4.2, lift 11.4)
    PC2 > 2.5099
    PC3 <= -1.631858
    PC7 > -0.536456
    PC13 <= 5.67339
    PC18 > -0.6070462
    PC23 > -1.647037
    PC24 > 0.7809931
    PC40 > -2.275283
    PC47 <= 0.7839843
    PC79 <= 0.3256723
    PC90 > -1.764218
    PC94 <= -0.2261705
    PC96 <= 1.594353
    ->  class 0\|1  [0.935]

Rule 24/46: (33.4/1.8, lift 11.2)
    PC2 > 2.5099
    PC18 <= -1.179344
    PC27 > -8.771323
    PC41 <= 0.5213798
    PC57 > 0.2950377
    PC82 <= -1.904638
    PC97 > 0.4780304
    ->  class 0\|1  [0.920]

Rule 24/47: (56.8/4.2, lift 11.1)
    PC15 > -0.3743086
    PC18 > 1.799551
    PC21 <= 0.4283473
    PC40 > -2.275283
    PC55 <= -0.3523255
    PC75 <= 0.3465766
    PC99 > -1.489295
    ->  class 0\|1  [0.912]

Rule 24/48: (40.6/2.9, lift 11.1)
    PC4 <= -9.250724
    PC11 <= 0.09943666
    PC18 > -0.6070462
    PC54 <= 1.40532
    PC57 > -0.5600397
    PC70 > -1.092124
    PC73 <= 0.7852738
    PC76 <= 0.5645545
    ->  class 0\|1  [0.909]

Rule 24/49: (6.7, lift 10.7)
    PC18 > -1.179344
    PC18 <= -0.6070462
    PC34 > 4.702912
    ->  class 0\|1  [0.881]

Rule 24/50: (45.7/4.8, lift 10.7)
    PC2 > 2.5099
    PC13 <= 5.67339
    PC15 > -0.3743086
    PC18 > 1.799551
    PC26 <= 0.6769034
    PC40 > -2.275283
    PC42 > 1.557549
    PC63 > -0.757161
    ->  class 0\|1  [0.878]

Rule 24/51: (71.3/8.4, lift 10.6)
    PC3 <= -0.7387897
    PC13 <= 5.67339
    PC18 > 1.799551
    PC25 <= -0.3493037
    PC30 <= 2.471616
    PC42 > -2.148643
    PC42 <= 1.557549
    PC55 > -0.3523255
    PC63 > -0.757161
    PC70 > -1.092124
    PC75 <= 0.3465766
    PC87 <= 0.7788222
    PC99 > -1.489295
    ->  class 0\|1  [0.872]

Rule 24/52: (4.8, lift 10.4)
    PC4 <= -7.746524
    PC29 <= -3.782817
    ->  class 0\|1  [0.853]

Rule 24/53: (36.4/5, lift 10.3)
    PC13 > 5.075639
    PC13 <= 5.67339
    PC18 > 1.799551
    ->  class 0\|1  [0.843]

Rule 24/54: (37.8/6.2, lift 9.9)
    PC15 <= -0.3743086
    PC18 > 1.799551
    PC21 <= 0.4791392
    PC30 > -3.208889
    PC41 <= 0.5265976
    PC47 <= 3.418332
    PC62 > -2.178224
    PC69 > -3.245122
    PC99 > -1.489295
    ->  class 0\|1  [0.818]

Rule 24/55: (87.9/17, lift 9.7)
    PC11 > -0.265009
    PC13 > 5.67339
    PC18 > 3.388122
    PC47 <= 3.418332
    PC49 <= 0.9069402
    PC97 > -0.6692719
    ->  class 0\|1  [0.800]

Rule 24/56: (153, lift 9.9)
    PC13 > 5.67339
    PC15 > 0.3890451
    PC18 > -0.6070462
    PC18 <= 3.388122
    PC47 <= 3.418332
    PC63 <= 1.391591
    PC68 > -0.2097016
    PC70 <= 1.86289
    ->  class 0\|2  [0.994]

Rule 24/57: (68.3, lift 9.8)
    PC18 > -3.743626
    PC18 <= -1.179344
    PC20 > -3.808707
    PC27 > -2.484164
    PC32 <= 0.9928104
    PC45 > 1.347364
    PC45 <= 1.917032
    PC80 <= 0.9478375
    PC88 <= -0.4497831
    ->  class 0\|2  [0.985]

Rule 24/58: (55.7, lift 9.8)
    PC3 <= 1.640775
    PC18 <= -1.179344
    PC27 > -8.771323
    PC35 > -0.3761257
    PC38 <= 1.104251
    PC57 <= 0.2950377
    PC68 > -0.19714
    PC82 <= -1.904638
    ->  class 0\|2  [0.983]

Rule 24/59: (76.3/0.6, lift 9.8)
    PC2 > 2.5099
    PC12 <= 1.242729
    PC18 <= -0.6070462
    PC20 > -3.808707
    PC31 > -0.3008675
    PC47 <= 0.08180366
    PC76 > 1.059896
    PC87 <= -0.1430708
    PC93 > -1.104219
    ->  class 0\|2  [0.980]

Rule 24/60: (41.2, lift 9.7)
    PC10 <= -2.278349
    PC18 <= -1.179344
    PC20 > -3.808707
    PC41 <= 0.5213798
    PC45 <= 1.917032
    PC82 > -1.904638
    PC92 <= -0.5217429
    ->  class 0\|2  [0.977]

Rule 24/61: (42.9, lift 9.7)
    PC10 <= -2.278349
    PC18 <= -0.6070462
    PC20 > -3.808707
    PC43 > 0.8220217
    PC63 > -0.8515564
    PC87 > -0.1697736
    PC92 > -0.5217429
    ->  class 0\|2  [0.977]

Rule 24/62: (54.6/0.3, lift 9.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC16 > -0.5352915
    PC18 > -0.6070462
    PC40 <= -2.275283
    PC75 <= -0.02416769
    ->  class 0\|2  [0.977]

Rule 24/63: (44.3/0.1, lift 9.7)
    PC2 > 2.5099
    PC3 <= -1.631858
    PC7 <= -0.536456
    PC18 > -0.6070462
    PC18 <= 1.799551
    PC24 > 0.7809931
    PC47 <= 3.418332
    ->  class 0\|2  [0.976]

Rule 24/64: (37.8, lift 9.7)
    PC10 <= -2.278349
    PC18 <= -0.6070462
    PC22 <= -1.746829
    PC31 > -0.3008675
    PC82 > -1.904638
    ->  class 0\|2  [0.975]

Rule 24/65: (35.4, lift 9.7)
    PC3 <= 1.640775
    PC10 <= -2.278349
    PC18 <= -1.179344
    PC20 > -3.808707
    PC36 > 0.8773127
    PC87 > -0.1697736
    PC89 > -0.16803
    PC97 <= 0.5260856
    ->  class 0\|2  [0.973]

Rule 24/66: (35.1, lift 9.7)
    PC10 <= -2.278349
    PC18 <= -0.6070462
    PC20 > -3.808707
    PC31 > -0.3008675
    PC82 > -1.904638
    PC84 > 0.2153313
    PC87 > -0.1697736
    ->  class 0\|2  [0.973]

Rule 24/67: (33.5, lift 9.7)
    PC10 <= -2.278349
    PC18 <= -1.179344
    PC20 > -3.808707
    PC41 <= 0.5213798
    PC47 <= -0.3378623
    PC87 > -0.1697736
    ->  class 0\|2  [0.972]

Rule 24/68: (126.7/3.4, lift 9.6)
    PC4 <= -7.746524
    PC18 <= -1.179344
    PC29 > -3.782817
    PC43 <= 0.3290616
    PC77 > -0.3915705
    ->  class 0\|2  [0.965]

Rule 24/69: (52.4/1.1, lift 9.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC34 > -3.30041
    PC45 <= 1.917032
    PC74 > 3.314489
    PC82 > -1.904638
    ->  class 0\|2  [0.961]

Rule 24/70: (25.7/0.1, lift 9.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC10 > -2.278349
    PC18 > -3.743626
    PC18 <= -0.6070462
    PC30 <= 1.145533
    PC37 > -0.7613915
    PC47 > 0.08180366
    PC66 <= 3.829112
    PC76 > 1.059896
    PC80 <= 0.9478375
    PC93 > -1.104219
    ->  class 0\|2  [0.959]

Rule 24/71: (68.9/2.1, lift 9.5)
    PC3 <= 1.640775
    PC18 > -3.743626
    PC18 <= -0.6070462
    PC20 > -3.808707
    PC27 > -8.771323
    PC27 <= -2.484164
    PC45 <= 1.917032
    PC66 <= 3.829112
    PC82 > -1.904638
    ->  class 0\|2  [0.957]

Rule 24/72: (47.9/1.1, lift 9.5)
    PC12 <= 1.242729
    PC18 > -3.743626
    PC57 <= 1.254268
    PC76 > 1.059896
    PC79 > 1.064268
    PC82 > -1.904638
    PC89 > -0.5748603
    ->  class 0\|2  [0.957]

Rule 24/73: (22.3, lift 9.5)
    PC18 <= -1.179344
    PC34 <= -3.30041
    PC40 > -2.798079
    ->  class 0\|2  [0.956]

Rule 24/74: (23.5/0.2, lift 9.5)
    PC2 > 2.5099
    PC18 > -0.6070462
    PC47 <= 3.418332
    PC83 > 4.196342
    PC86 <= 4.013646
    ->  class 0\|2  [0.955]

Rule 24/75: (58.7/2, lift 9.5)
    PC4 > -7.746524
    PC10 <= -2.278349
    PC18 <= -0.6070462
    PC20 > -3.808707
    PC31 > -0.3008675
    PC34 > -3.30041
    PC45 <= 1.917032
    PC89 > -0.5748603
    PC89 <= -0.16803
    PC93 > -1.104219
    ->  class 0\|2  [0.951]

Rule 24/76: (16.1, lift 9.4)
    PC18 <= -0.6070462
    PC27 > -2.484164
    PC29 > 1.814559
    PC80 <= 0.9478375
    PC82 > -1.904638
    PC93 <= -1.104219
    ->  class 0\|2  [0.945]

Rule 24/77: (14.6, lift 9.4)
    PC10 <= -2.278349
    PC15 <= 0.787059
    PC19 > 0.1093912
    PC20 > -3.808707
    PC82 > -1.904638
    PC87 > -0.1697736
    ->  class 0\|2  [0.940]

Rule 24/78: (120.1/7.9, lift 9.2)
    PC2 > 2.5099
    PC13 <= 2.1146
    PC15 <= 0.787059
    PC18 > -3.743626
    PC18 <= -0.6070462
    PC30 > 1.145533
    PC40 > -2.798079
    PC41 <= 0.5213798
    PC50 > -0.3109321
    PC82 > -1.904638
    PC93 > -1.104219
    ->  class 0\|2  [0.927]

Rule 24/79: (15.5/0.3, lift 9.2)
    PC10 <= -2.278349
    PC15 <= 0.787059
    PC18 <= -0.6070462
    PC19 <= 0.1093912
    PC20 > -3.808707
    PC41 <= 0.5213798
    PC63 <= -0.8515564
    PC89 > -0.16803
    ->  class 0\|2  [0.926]

Rule 24/80: (71.7/5, lift 9.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC10 > -2.278349
    PC12 <= 1.242729
    PC18 > -3.743626
    PC18 <= -0.6070462
    PC32 <= 0.9928104
    PC45 <= 1.347364
    PC65 <= -0.8405703
    PC66 <= 3.829112
    PC80 <= 0.9478375
    PC89 > -0.5748603
    ->  class 0\|2  [0.919]

Rule 24/81: (28.7/1.6, lift 9.1)
    PC6 > -0.8090619
    PC18 > -3.743626
    PC18 <= -1.179344
    PC20 > -3.808707
    PC76 > 1.059896
    PC79 <= -0.6519772
    PC93 > -1.104219
    ->  class 0\|2  [0.915]

Rule 24/82: (52.5/3.7, lift 9.1)
    PC3 <= 1.640775
    PC10 > -2.278349
    PC12 <= 1.242729
    PC18 > -3.743626
    PC18 <= -1.179344
    PC20 > -3.808707
    PC30 <= 1.145533
    PC31 > -0.3008675
    PC45 <= 1.347364
    PC57 > 1.254268
    PC74 <= 3.314489
    PC80 <= 0.9478375
    ->  class 0\|2  [0.914]

Rule 24/83: (189.2/15.6, lift 9.1)
    PC2 > 2.5099
    PC3 <= -1.728764
    PC6 <= -0.1801312
    PC10 > -2.806745
    PC15 > -1.308368
    PC18 > -1.179344
    PC18 <= -0.6070462
    PC20 > -4.323125
    PC22 > -2.581185
    PC29 <= 2.630119
    PC34 <= 4.702912
    PC40 > -1.879521
    PC41 <= 0.5213798
    ->  class 0\|2  [0.913]

Rule 24/84: (29.5/1.8, lift 9.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC10 > -2.278349
    PC12 <= 1.242729
    PC18 <= -1.179344
    PC20 > -3.808707
    PC30 <= 1.145533
    PC32 <= 0.9928104
    PC37 <= -0.7613915
    PC40 > -2.798079
    PC45 <= 1.917032
    PC82 > -1.904638
    PC89 > -0.5748603
    PC93 > -1.104219
    ->  class 0\|2  [0.910]

Rule 24/85: (45.1/3.5, lift 9.0)
    PC10 <= -2.278349
    PC18 <= -1.179344
    PC20 > -3.808707
    PC41 <= 0.5213798
    PC45 <= 1.347364
    PC52 > 1.168942
    PC69 > 0.0382539
    PC87 > -0.1697736
    ->  class 0\|2  [0.905]

Rule 24/86: (24.4/1.5, lift 9.0)
    PC10 <= -2.278349
    PC18 > -3.743626
    PC18 <= -0.6070462
    PC20 > -3.808707
    PC31 > -0.3008675
    PC69 <= 0.0382539
    PC97 > 0.5260856
    ->  class 0\|2  [0.904]

Rule 24/87: (89.9/8.2, lift 9.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 <= -0.8090619
    PC18 > -3.743626
    PC18 <= -0.6070462
    PC20 > -3.808707
    PC27 > -8.771323
    PC34 > -3.30041
    PC40 > -2.798079
    PC41 <= 0.5213798
    PC45 <= 1.917032
    PC66 <= 3.829112
    PC82 > -1.904638
    PC93 > -1.104219
    ->  class 0\|2  [0.900]

Rule 24/88: (7.4, lift 8.9)
    PC18 <= -1.179344
    PC87 > -0.1697736
    PC87 <= -0.1685117
    ->  class 0\|2  [0.894]

Rule 24/89: (143.6/14.6, lift 8.9)
    PC3 <= 1.640775
    PC15 > 0.787059
    PC18 <= -1.179344
    PC41 <= 0.5213798
    PC53 <= 1.954918
    PC82 > -1.904638
    PC90 <= 2.315367
    ->  class 0\|2  [0.893]

Rule 24/90: (60.3/6.5, lift 8.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 > -7.746524
    PC15 <= 0.787059
    PC18 <= -1.179344
    PC27 > -8.771323
    PC31 <= -0.3008675
    PC45 <= 1.917032
    PC66 <= 3.829112
    PC68 > -1.283946
    PC80 <= 0.9478375
    PC82 > -1.904638
    ->  class 0\|2  [0.879]

Rule 24/91: (39.1/4.5, lift 8.6)
    PC4 > -7.746524
    PC18 <= -1.179344
    PC33 > 4.506266
    PC82 > -1.904638
    ->  class 0\|2  [0.867]

Rule 24/92: (6.5/0.2, lift 8.5)
    PC10 > -2.278349
    PC12 <= 1.242729
    PC18 <= -0.6070462
    PC20 > -3.808707
    PC20 <= -3.759189
    PC45 <= 1.917032
    ->  class 0\|2  [0.855]

Rule 24/93: (87.1/12.7, lift 8.4)
    PC2 > 2.5099
    PC12 <= 1.242729
    PC18 > -3.743626
    PC18 <= -1.179344
    PC20 > -3.808707
    PC30 <= 1.145533
    PC31 > -0.3008675
    PC32 > 0.9928104
    PC74 <= 3.314489
    PC80 <= 0.9478375
    ->  class 0\|2  [0.847]

Rule 24/94: (59.4/9.7, lift 8.2)
    PC3 <= 1.640775
    PC10 <= -2.806745
    PC18 > -1.179344
    PC18 <= -0.6070462
    PC30 <= -0.5015287
    ->  class 0\|2  [0.826]

Rule 24/95: (7742.5/5743.2, lift 2.6)
    PC2 > 2.5099
    ->  class 0\|2  [0.258]

Rule 24/96: (125.4/1.1, lift 11.3)
    PC13 > 5.67339
    PC15 <= 0.3890451
    PC17 <= 0.8061186
    PC18 <= 3.388122
    PC65 > -0.9334315
    ->  class 0\|3  [0.983]

Rule 24/97: (57.7, lift 11.3)
    PC4 > -7.746524
    PC6 > -0.8090619
    PC18 <= -1.179344
    PC20 > -3.808707
    PC30 <= 1.145533
    PC33 <= 4.506266
    PC34 > -3.30041
    PC45 > 1.347364
    PC51 <= 0.8082614
    PC80 <= 0.7724206
    PC88 > -0.4497831
    ->  class 0\|3  [0.982]

Rule 24/98: (29.9/0.6, lift 10.9)
    PC2 > 2.5099
    PC16 > -0.5352915
    PC18 > -0.6070462
    PC40 <= -2.275283
    PC75 > -0.02416769
    ->  class 0\|3  [0.951]

Rule 24/99: (25.8/1.3, lift 10.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -0.6070462
    PC47 > 3.418332
    ->  class 0\|3  [0.916]

Rule 24/100: (11.8/0.6, lift 10.1)
    PC13 > 5.67339
    PC15 > 0.3890451
    PC18 > -0.6070462
    PC18 <= 3.388122
    PC30 > -3.208889
    PC63 > 1.391591
    PC70 <= 1.86289
    ->  class 0\|3  [0.884]

Rule 24/101: (100.3/11.5, lift 10.1)
    PC13 > 5.67339
    PC18 <= 3.388122
    PC68 <= -0.2097016
    PC70 <= 1.86289
    ->  class 0\|3  [0.878]

Rule 24/102: (28.5/7.9, lift 8.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -0.6070462
    PC62 > -2.178224
    PC86 > 4.013646
    ->  class 0\|3  [0.708]

Rule 24/103: (3037.4/1502.1, lift 5.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 <= -0.6070462
    ->  class 0\|3  [0.505]

Rule 24/104: (115.5, lift 23.0)
    PC1 > -0.3900895
    PC14 <= -1.848327
    PC94 <= -0.114962
    ->  class 1\|0  [0.991]

Rule 24/105: (87, lift 22.9)
    PC1 > -0.2019541
    PC2 <= 2.5099
    PC9 > -1.089828
    PC16 <= -1.941889
    PC51 <= 0.3681227
    PC77 > 0.05769231
    PC79 > 0.06052511
    ->  class 1\|0  [0.989]

Rule 24/106: (54.2, lift 22.8)
    PC3 > 1.640775
    PC16 <= -0.8953013
    PC19 > -0.19704
    PC46 > -0.6492637
    PC48 <= 0.002664346
    PC65 > 0.2768084
    PC77 <= 0.7041603
    ->  class 1\|0  [0.982]

Rule 24/107: (375.7/8.4, lift 22.6)
    PC1 > -0.2019541
    PC3 <= 0.6345929
    PC6 <= 5.1094
    PC9 > 0.3046936
    PC10 <= 1.060808
    PC19 > -0.6420646
    PC91 > -0.507357
    ->  class 1\|0  [0.975]

Rule 24/108: (38.5, lift 22.6)
    PC1 > -0.2019541
    PC2 <= 2.5099
    PC25 > 0.6703465
    PC68 > 1.190678
    ->  class 1\|0  [0.975]

Rule 24/109: (135.6/3.3, lift 22.4)
    PC1 > -0.3900895
    PC3 <= 0.775887
    PC8 > -3.691019
    PC15 <= -3.933971
    ->  class 1\|0  [0.969]

Rule 24/110: (88.7/2.1, lift 22.4)
    PC2 > 2.5099
    PC3 > 1.640775
    PC8 > -3.620445
    PC19 <= -0.19704
    PC21 > -0.2093299
    PC22 > 0.1221173
    PC46 > -0.6492637
    PC77 <= 0.7041603
    PC94 <= 0.1432274
    ->  class 1\|0  [0.966]

Rule 24/111: (21.5, lift 22.2)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.8953013
    PC39 > 0.6040915
    PC46 > -0.6492637
    PC94 <= 0.1432274
    ->  class 1\|0  [0.957]

Rule 24/112: (93.5/5.1, lift 21.7)
    PC3 > 1.640775
    PC8 > -3.620445
    PC12 <= -0.07186928
    PC16 <= -0.8953013
    PC19 > -0.19704
    PC21 > -0.2093299
    PC33 > -0.545204
    PC46 > -0.6492637
    PC48 <= -0.1479321
    PC50 <= 0.4399258
    PC88 > -0.327463
    ->  class 1\|0  [0.936]

Rule 24/113: (12.8, lift 21.6)
    PC3 <= 0.775887
    PC6 > 5.1094
    PC10 <= 0.09323498
    ->  class 1\|0  [0.932]

Rule 24/114: (10.6, lift 21.3)
    PC1 > -0.2019541
    PC3 <= 0.775887
    PC6 > 5.1094
    PC8 > 0.9348119
    PC19 > -0.6420646
    ->  class 1\|0  [0.921]

Rule 24/115: (5, lift 19.8)
    PC3 > 0.775887
    PC9 > -1.089828
    PC17 <= 0.4833319
    PC77 <= 0.05769231
    PC85 <= -0.63322
    PC99 <= 1.594266
    ->  class 1\|0  [0.857]

Rule 24/116: (5.4/0.2, lift 19.3)
    PC2 <= 2.5099
    PC3 > 0.775887
    PC16 <= -1.941889
    PC17 > 0.4833319
    ->  class 1\|0  [0.835]

Rule 24/117: (3.7, lift 19.1)
    PC1 > -0.3900895
    PC2 <= 2.5099
    PC3 <= 0.775887
    PC8 > -3.691019
    PC50 > 0.5827398
    ->  class 1\|0  [0.825]

Rule 24/118: (202.6/0.3, lift 16.4)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.8953013
    PC19 > -0.19704
    PC39 <= 0.6040915
    PC50 > 0.4399258
    ->  class 1\|1  [0.993]

Rule 24/119: (77.4, lift 16.3)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.8953013
    PC22 <= 0.1221173
    ->  class 1\|1  [0.987]

Rule 24/120: (212.7/2.1, lift 16.2)
    PC1 > -0.3900895
    PC6 > 5.1094
    PC8 <= 0.9348119
    PC9 > 0.3046936
    PC10 > 0.09323498
    PC15 > -3.933971
    PC19 > -0.6420646
    PC72 <= 0.3253488
    ->  class 1\|1  [0.986]

Rule 24/121: (61.7, lift 16.2)
    PC1 > 8.817184
    PC3 <= 0.775887
    PC8 > -3.691019
    PC9 <= 0.3046936
    PC19 > -1.330249
    PC50 <= 0.5827398
    PC53 > -1.87135
    ->  class 1\|1  [0.984]

Rule 24/122: (61.5, lift 16.2)
    PC1 > -0.3900895
    PC2 <= 2.5099
    PC3 <= 0.775887
    PC10 > 1.060808
    PC19 > -0.6420646
    ->  class 1\|1  [0.984]

Rule 24/123: (59, lift 16.2)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.8953013
    PC21 <= -0.2093299
    ->  class 1\|1  [0.984]

Rule 24/124: (55.2, lift 16.2)
    PC1 > 12.59666
    PC6 <= -2.217718
    PC8 > -3.691019
    PC19 <= -1.330249
    PC53 > -1.87135
    ->  class 1\|1  [0.983]

Rule 24/125: (58.3, lift 16.2)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.8953013
    PC33 <= -0.545204
    ->  class 1\|1  [0.983]

Rule 24/126: (36.4, lift 16.0)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.8953013
    PC77 > 0.7041603
    ->  class 1\|1  [0.974]

Rule 24/127: (24.9, lift 15.9)
    PC1 > -0.3900895
    PC3 <= 0.775887
    PC9 > 0.3046936
    PC19 <= -0.6420646
    PC42 <= 1.108237
    ->  class 1\|1  [0.963]

Rule 24/128: (22.2, lift 15.8)
    PC2 > 2.5099
    PC3 > 1.640775
    PC12 > -0.07186928
    PC19 > -0.19704
    PC46 > -0.6492637
    PC48 <= 0.002664346
    PC94 <= 0.1432274
    ->  class 1\|1  [0.959]

Rule 24/129: (71.9/2.6, lift 15.7)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -0.8953013
    PC17 <= 1.548725
    PC47 > -0.4425208
    PC50 > -0.2174873
    PC83 > -0.4965701
    PC91 > -1.013942
    ->  class 1\|1  [0.951]

Rule 24/130: (31.5/0.7, lift 15.6)
    PC3 > 1.640775
    PC51 > -0.7567238
    PC96 > 3.243744
    ->  class 1\|1  [0.949]

Rule 24/131: (24.1/0.7, lift 15.4)
    PC1 > -0.2019541
    PC1 <= 8.817184
    PC3 <= 0.775887
    PC8 > -3.691019
    PC9 <= 0.3046936
    PC21 <= 0.9485729
    PC53 > -1.87135
    PC73 <= -0.2491612
    ->  class 1\|1  [0.933]

Rule 24/132: (28.9/1.4, lift 15.2)
    PC1 > -0.2019541
    PC16 > -1.941889
    PC68 > 1.190678
    PC82 <= -0.7648436
    ->  class 1\|1  [0.924]

Rule 24/133: (16.9/0.7, lift 15.0)
    PC1 > -0.3900895
    PC2 <= 2.5099
    PC34 > -0.6941806
    PC35 > -1.212324
    PC43 > 0.1691158
    PC79 > 0.2891971
    PC94 > -0.6047262
    ->  class 1\|1  [0.911]

Rule 24/134: (4.9, lift 14.1)
    PC2 <= 2.5099
    PC3 > 0.775887
    PC13 > 0.1925189
    PC68 > 1.190678
    ->  class 1\|1  [0.854]

Rule 24/135: (153.1/21.6, lift 14.1)
    PC3 > 1.640775
    PC16 <= -0.8953013
    PC19 > -0.19704
    PC48 > -0.1479321
    PC65 <= 0.2768084
    PC77 <= 0.7041603
    PC94 <= 0.1432274
    ->  class 1\|1  [0.854]

Rule 24/136: (725.8/275.8, lift 10.2)
    PC1 > -0.2019541
    PC3 > 0.775887
    PC16 <= -1.941889
    ->  class 1\|1  [0.620]

Rule 24/137: (59.1/22.6, lift 10.1)
    PC2 <= 2.5099
    PC3 > 0.6345929
    PC3 <= 0.775887
    PC6 <= 5.1094
    PC19 > -0.6420646
    ->  class 1\|1  [0.614]

Rule 24/138: (45.3/22.3, lift 8.3)
    PC1 > -0.2019541
    PC2 <= 2.5099
    PC3 > 0.775887
    PC5 > -6.396301
    PC25 > 0.3525581
    PC43 <= 0.1691158
    PC68 <= 1.190678
    ->  class 1\|1  [0.506]

Rule 24/139: (122.5/0.4, lift 16.9)
    PC1 > 6.280995
    PC3 <= 0.775887
    PC6 > -2.217718
    PC9 <= 0.3046936
    PC19 <= -1.330249
    PC53 > -1.87135
    PC79 <= 0.4797541
    ->  class 1\|2  [0.989]

Rule 24/140: (62.3, lift 16.8)
    PC2 <= 2.5099
    PC3 > 0.775887
    PC13 <= 0.1925189
    PC16 > -1.941889
    PC25 <= 0.6703465
    PC68 > 1.190678
    PC82 > -0.7648436
    ->  class 1\|2  [0.984]

Rule 24/141: (94.5/0.6, lift 16.8)
    PC2 <= 2.5099
    PC3 > 0.775887
    PC5 <= -6.396301
    PC16 > -1.941889
    PC94 > -0.7493104
    ->  class 1\|2  [0.983]

Rule 24/142: (53.9, lift 16.8)
    PC3 > 0.775887
    PC35 <= -1.212324
    ->  class 1\|2  [0.982]

Rule 24/143: (238.7/3.9, lift 16.7)
    PC1 > -0.2019541
    PC2 <= 2.5099
    PC3 > 0.775887
    PC14 > -1.848327
    PC20 <= 0.1080293
    PC34 > -0.6941806
    PC43 > 0.1691158
    PC56 > -0.6419484
    PC68 <= 1.190678
    PC79 <= 0.2891971
    PC81 > -1.426867
    PC94 > -0.6047262
    ->  class 1\|2  [0.979]

Rule 24/144: (38.1, lift 16.7)
    PC1 > -0.3900895
    PC2 <= 2.5099
    PC8 > -3.691019
    PC14 > -1.848327
    PC16 > -1.941889
    PC73 <= -1.576879
    ->  class 1\|2  [0.975]

Rule 24/145: (38.7, lift 16.7)
    PC2 > 2.5099
    PC3 > 1.640775
    PC17 > 1.548725
    PC51 > -0.7567238
    ->  class 1\|2  [0.975]

Rule 24/146: (29.9, lift 16.6)
    PC3 > 0.775887
    PC24 > 2.195375
    PC25 <= 0.3525581
    PC100 > 0.6179775
    ->  class 1\|2  [0.969]

Rule 24/147: (27.1, lift 16.5)
    PC1 > -0.2019541
    PC2 <= 2.5099
    PC3 > 0.775887
    PC14 > -1.848327
    PC24 > 2.195375
    PC36 > -0.8575499
    PC62 > 0.130533
    PC97 <= 0.6857011
    ->  class 1\|2  [0.966]

Rule 24/148: (84/2, lift 16.5)
    PC2 <= 2.312328
    PC3 > 0.775887
    PC5 <= 9.042237
    PC13 <= -0.2615881
    PC14 > -1.848327
    PC16 > -1.941889
    PC23 <= 1.762541
    PC29 > -0.1709118
    PC38 > -0.1110906
    ->  class 1\|2  [0.965]

Rule 24/149: (25.8, lift 16.5)
    PC1 > -0.2019541
    PC24 > 2.195375
    PC68 <= -2.25446
    ->  class 1\|2  [0.964]

Rule 24/150: (30.7/0.2, lift 16.4)
    PC1 > -0.3900895
    PC9 > 0.3046936
    PC19 <= -0.6420646
    PC42 > 1.108237
    ->  class 1\|2  [0.962]

Rule 24/151: (22.3, lift 16.4)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -0.8953013
    PC51 > -0.7567238
    PC83 <= -0.4965701
    PC96 <= 3.243744
    ->  class 1\|2  [0.959]

Rule 24/152: (57.4/1.5, lift 16.4)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -0.8953013
    PC17 <= 1.548725
    PC47 <= -0.4425208
    PC91 > -1.013942
    PC96 <= 3.243744
    ->  class 1\|2  [0.958]

Rule 24/153: (18.7, lift 16.3)
    PC1 <= -0.2019541
    PC2 <= 2.5099
    PC5 <= -4.8876
    PC84 <= -0.3415009
    ->  class 1\|2  [0.952]

Rule 24/154: (133.7/6.4, lift 16.2)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -0.8953013
    PC50 <= -0.2174873
    PC51 > -0.7567238
    PC96 <= 3.243744
    ->  class 1\|2  [0.946]

Rule 24/155: (89.7/4.7, lift 16.0)
    PC2 <= 2.5099
    PC3 > 0.775887
    PC12 <= 1.947212
    PC13 > -0.2615881
    PC16 > -1.941889
    PC16 <= 7.091576
    PC25 > -0.2335461
    PC40 > 0.0993054
    PC97 > 0.6857011
    ->  class 1\|2  [0.938]

Rule 24/156: (110.1/6.2, lift 16.0)
    PC2 > 2.964675
    PC3 > 1.640775
    PC15 > -1.690133
    PC16 > -0.8953013
    PC51 <= -0.7567238
    ->  class 1\|2  [0.936]

Rule 24/157: (30.9/1.3, lift 15.9)
    PC1 > -0.2019541
    PC2 <= 2.5099
    PC73 <= -1.669134
    PC99 <= 1.594266
    ->  class 1\|2  [0.929]

Rule 24/158: (64.3/4.7, lift 15.6)
    PC5 > 9.042237
    PC14 > -1.848327
    PC16 > -1.941889
    PC68 <= 1.190678
    ->  class 1\|2  [0.914]

Rule 24/159: (49.7/3.5, lift 15.6)
    PC1 > -0.2019541
    PC3 <= 0.775887
    PC6 > -2.217718
    PC9 <= 0.3046936
    PC14 <= 0.7324552
    PC19 <= -1.330249
    PC53 > -1.87135
    ->  class 1\|2  [0.913]

Rule 24/160: (38/2.6, lift 15.5)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -0.8953013
    PC51 > -0.7567238
    PC91 <= -1.013942
    PC96 <= 3.243744
    ->  class 1\|2  [0.909]

Rule 24/161: (62.3/6.1, lift 15.2)
    PC1 > -0.3900895
    PC2 <= 2.5099
    PC20 <= -1.39075
    PC97 <= 0.6857011
    ->  class 1\|2  [0.890]

Rule 24/162: (25.7/2.2, lift 15.1)
    PC2 <= 2.5099
    PC3 > 0.775887
    PC14 > -1.848327
    PC16 > -1.941889
    PC36 <= -0.8575499
    PC68 <= 1.190678
    ->  class 1\|2  [0.883]

Rule 24/163: (6.3, lift 15.0)
    PC1 > -0.3900895
    PC8 > -3.691019
    PC11 > 3.414823
    PC53 <= -1.87135
    PC71 > -0.7803868
    ->  class 1\|2  [0.879]

Rule 24/164: (6.2/0.1, lift 14.7)
    PC2 > 2.5099
    PC2 <= 2.964675
    PC6 <= -3.988598
    PC16 > -0.8953013
    PC51 <= -0.7567238
    ->  class 1\|2  [0.860]

Rule 24/165: (14.2/2.7, lift 13.2)
    PC3 > 0.775887
    PC16 <= -1.941889
    PC77 <= 0.05769231
    PC99 > 1.594266
    ->  class 1\|2  [0.769]

Rule 24/166: (29.5/8.6, lift 11.9)
    PC1 > -0.3900895
    PC2 <= 2.5099
    PC8 > -3.691019
    PC9 <= -1.089828
    PC16 <= -1.941889
    ->  class 1\|2  [0.695]

Rule 24/167: (27.1/10.4, lift 10.4)
    PC1 > -0.3900895
    PC8 <= -3.691019
    PC19 <= -1.380552
    ->  class 1\|2  [0.608]

Rule 24/168: (111.9, lift 14.5)
    PC2 > 2.5099
    PC2 <= 2.964675
    PC3 > 1.640775
    PC6 > -3.988598
    PC16 > -0.8953013
    PC51 <= -0.7567238
    ->  class 1\|3  [0.991]

Rule 24/169: (29.5, lift 14.2)
    PC1 > -0.3900895
    PC1 <= 6.280995
    PC3 <= 0.775887
    PC8 > -3.691019
    PC14 > 0.7324552
    PC19 <= -1.330249
    ->  class 1\|3  [0.968]

Rule 24/170: (23.2, lift 14.0)
    PC2 <= 2.5099
    PC3 > 0.775887
    PC5 <= 9.042237
    PC68 <= 1.190678
    PC81 <= -1.426867
    ->  class 1\|3  [0.958]

Rule 24/171: (14.1, lift 13.7)
    PC1 > -0.3900895
    PC3 <= 0.775887
    PC19 <= -1.330249
    PC79 > 0.4797541
    ->  class 1\|3  [0.938]

Rule 24/172: (98.2/5.4, lift 13.7)
    PC2 > 2.5099
    PC3 > 1.640775
    PC15 <= -1.690133
    PC51 <= -0.7567238
    ->  class 1\|3  [0.936]

Rule 24/173: (1565/823.5, lift 6.9)
    PC2 <= 2.5099
    PC3 > 0.775887
    PC8 > -3.691019
    PC16 > -1.941889
    ->  class 1\|3  [0.474]

Rule 24/174: (313.7/1.8, lift 13.9)
    PC8 > -0.2284522
    PC19 <= -0.03561153
    PC20 <= 0.03732822
    PC21 > 1.224154
    PC46 <= 1.406275
    PC74 > -0.4451961
    PC82 <= 0.5706487
    PC98 > -0.7051479
    ->  class 2\|0  [0.991]

Rule 24/175: (78, lift 13.9)
    PC1 > -0.3900895
    PC2 <= 2.5099
    PC3 <= 0.775887
    PC9 <= 0.3046936
    PC11 <= 3.414823
    PC53 <= -1.87135
    PC71 > -0.7803868
    ->  class 2\|0  [0.988]

Rule 24/176: (106.8/0.5, lift 13.8)
    PC8 > 1.983468
    PC11 > -0.3772537
    PC11 <= 0.4267919
    PC21 > 0.01905439
    PC30 <= 0.4274837
    PC37 <= -0.1162327
    PC46 <= 1.406275
    PC56 <= 0.2675404
    PC74 > -0.4451961
    PC77 <= 0.06182602
    PC84 > -0.07662261
    ->  class 2\|0  [0.986]

Rule 24/177: (41.7, lift 13.7)
    PC1 <= -0.3900895
    PC8 > 1.983468
    PC20 <= 0.03732822
    PC21 > 0.01905439
    PC25 <= 0.324371
    PC57 > -0.7836637
    PC69 > 0.31135
    PC82 <= 0.5706487
    ->  class 2\|0  [0.977]

Rule 24/178: (344/8.4, lift 13.7)
    PC5 <= 1.554856
    PC8 > 1.983468
    PC11 > 0.4267919
    PC19 <= -0.03561153
    PC20 > -0.4453688
    PC20 <= 0.03732822
    PC21 > 0.01905439
    PC46 <= 1.406275
    PC56 <= 0.2675404
    PC66 > -0.219927
    PC74 > -0.4451961
    PC77 <= 0.06182602
    PC98 > -0.7051479
    ->  class 2\|0  [0.973]

Rule 24/179: (155.1/4, lift 13.6)
    PC8 > 1.983468
    PC11 > -0.834318
    PC20 <= 0.03732822
    PC21 > 2.092438
    PC25 <= 0.324371
    PC46 <= 1.406275
    PC57 > -0.7836637
    PC82 <= 0.5706487
    PC98 > -0.7051479
    ->  class 2\|0  [0.968]

Rule 24/180: (24.3, lift 13.5)
    PC1 <= -0.3900895
    PC2 <= 2.5099
    PC8 > -0.2284522
    PC32 > 1.071236
    PC45 > 0.163273
    ->  class 2\|0  [0.962]

Rule 24/181: (17.6, lift 13.3)
    PC7 > 0.1284205
    PC8 > -0.2284522
    PC8 <= 1.983468
    PC14 <= -0.04337166
    PC31 <= -0.5880031
    PC44 > 0.6094521
    ->  class 2\|0  [0.949]

Rule 24/182: (95/5.2, lift 13.1)
    PC1 <= -0.3900895
    PC8 > 1.983468
    PC11 > -0.834318
    PC32 > 1.677745
    PC94 > -0.5930428
    ->  class 2\|0  [0.936]

Rule 24/183: (12.5, lift 13.1)
    PC1 <= -0.3900895
    PC2 <= 2.5099
    PC7 > 1.45466
    PC11 > -0.834318
    PC20 <= 0.03732822
    PC74 <= -0.4451961
    PC82 <= 0.5706487
    PC96 > -0.1801059
    ->  class 2\|0  [0.931]

Rule 24/184: (7.7, lift 12.6)
    PC1 <= -0.3900895
    PC8 > 1.983468
    PC11 > -0.834318
    PC20 > 0.03732822
    PC21 > 0.01905439
    PC55 <= -0.5641191
    PC57 > -0.7836637
    PC82 <= 0.5706487
    ->  class 2\|0  [0.897]

Rule 24/185: (8.4/0.6, lift 11.8)
    PC8 > 1.983468
    PC11 > -0.834318
    PC20 > 0.03732822
    PC21 > 0.01905439
    PC65 > 0.3543542
    ->  class 2\|0  [0.843]

Rule 24/186: (42.5/7.1, lift 11.5)
    PC2 <= 2.5099
    PC7 > 0.1284205
    PC8 > -0.2284522
    PC14 <= -0.04337166
    PC44 > 0.6094521
    PC78 > 0.3384681
    ->  class 2\|0  [0.819]

Rule 24/187: (168.3/33.8, lift 11.2)
    PC5 <= 1.554856
    PC8 > 1.983468
    PC11 > -0.834318
    PC20 <= 0.03732822
    PC21 > 0.01905439
    PC25 <= 0.324371
    PC57 > -0.7836637
    PC82 <= 0.5706487
    PC96 <= -0.1801059
    ->  class 2\|0  [0.796]

Rule 24/188: (15.6/2.7, lift 11.1)
    PC1 <= -0.3900895
    PC5 <= 1.554856
    PC8 > 1.983468
    PC21 <= 0.01905439
    PC94 <= -0.5930428
    ->  class 2\|0  [0.790]

Rule 24/189: (30.1/5.9, lift 11.0)
    PC1 <= -0.3900895
    PC2 <= 2.5099
    PC8 > -0.2284522
    PC8 <= 1.983468
    PC25 <= -0.1151094
    PC32 > 1.071236
    ->  class 2\|0  [0.784]

Rule 24/190: (6/0.9, lift 10.7)
    PC1 <= -0.3900895
    PC5 <= 1.554856
    PC8 > 1.983468
    PC21 <= 0.01905439
    PC100 <= -0.597743
    ->  class 2\|0  [0.762]

Rule 24/191: (1355.9/845.1, lift 5.3)
    PC1 > -0.3900895
    PC1 <= -0.2019541
    PC2 <= 2.5099
    ->  class 2\|0  [0.377]

Rule 24/192: (148.3, lift 10.1)
    PC1 <= -0.3900895
    PC8 > 1.983468
    PC21 <= 1.224154
    PC25 <= 0.324371
    PC56 > 0.2675404
    ->  class 2\|1  [0.993]

Rule 24/193: (280.2/1, lift 10.1)
    PC1 <= -0.3900895
    PC5 <= 1.554856
    PC8 > 1.983468
    PC11 > -0.834318
    PC19 > -0.03561153
    PC21 <= 2.092438
    PC69 <= 0.31135
    ->  class 2\|1  [0.993]

Rule 24/194: (115, lift 10.1)
    PC1 <= -0.3900895
    PC8 > 1.983468
    PC20 > 0.03732822
    PC21 > 0.01905439
    PC55 > -0.5641191
    PC65 <= 0.3543542
    ->  class 2\|1  [0.991]

Rule 24/195: (93.2/0.2, lift 10.1)
    PC5 <= 1.554856
    PC8 > 1.983468
    PC25 <= 0.324371
    PC57 <= -0.7836637
    ->  class 2\|1  [0.987]

Rule 24/196: (77.8, lift 10.1)
    PC2 <= 2.5099
    PC5 <= 1.554856
    PC8 > 1.983468
    PC11 > -0.834318
    PC11 <= 0.4267919
    PC21 <= 1.224154
    PC37 <= -0.1162327
    PC84 <= -0.07662261
    ->  class 2\|1  [0.987]

Rule 24/197: (223.7/2.1, lift 10.1)
    PC5 <= 1.554856
    PC8 > 1.983468
    PC11 > -0.834318
    PC21 <= 0.01905439
    PC25 <= 0.324371
    PC32 <= 1.677745
    PC94 > -0.5930428
    PC100 > -0.597743
    ->  class 2\|1  [0.986]

Rule 24/198: (64.1, lift 10.0)
    PC1 <= -0.3900895
    PC8 > 1.983468
    PC82 > 0.5706487
    ->  class 2\|1  [0.985]

Rule 24/199: (158.9/1.5, lift 10.0)
    PC1 <= -0.3900895
    PC2 > -2.151245
    PC2 <= 2.5099
    PC8 > -0.2284522
    PC8 <= 1.983468
    PC19 <= 2.441333
    PC32 <= 1.071236
    PC37 > -0.04320961
    PC47 > -0.6559676
    PC56 > -0.2960288
    PC68 <= 1.367021
    PC72 > -0.7340996
    ->  class 2\|1  [0.984]

Rule 24/200: (57.1, lift 10.0)
    PC1 <= -0.3900895
    PC8 > 1.983468
    PC11 > -0.834318
    PC11 <= -0.3772537
    PC21 <= 1.224154
    ->  class 2\|1  [0.983]

Rule 24/201: (51.8, lift 10.0)
    PC1 <= -0.3900895
    PC2 <= 2.5099
    PC6 <= 1.414958
    PC8 > -0.2284522
    PC8 <= 1.983468
    PC19 > -2.317307
    PC40 > 0.06275465
    PC46 > -0.3454094
    PC55 > -0.5340667
    PC68 <= 1.367021
    PC81 > -0.406998
    PC84 <= 0.1063721
    ->  class 2\|1  [0.981]

Rule 24/202: (143/2.3, lift 10.0)
    PC1 <= -0.3900895
    PC8 > 1.983468
    PC11 <= -0.834318
    PC40 > -0.6991138
    ->  class 2\|1  [0.977]

Rule 24/203: (38.9, lift 10.0)
    PC1 <= -0.3900895
    PC2 <= 2.5099
    PC6 <= 1.414958
    PC8 > -0.2284522
    PC8 <= 1.983468
    PC25 <= 0.3311149
    PC32 <= 1.071236
    PC44 <= 0.6094521
    PC46 <= -0.3454094
    PC68 <= 1.367021
    ->  class 2\|1  [0.976]

Rule 24/204: (70.2/1.1, lift 9.9)
    PC1 <= -0.3900895
    PC2 <= 2.5099
    PC6 <= 1.414958
    PC8 > 0.02357382
    PC8 <= 1.983468
    PC23 <= 1.9903
    PC32 <= 1.071236
    PC34 <= -0.1302406
    PC68 <= 1.367021
    PC81 > -0.406998
    ->  class 2\|1  [0.971]

Rule 24/205: (26.7, lift 9.8)
    PC1 <= -0.3900895
    PC2 <= 2.5099
    PC8 > -0.2284522
    PC38 > 1.080096
    ->  class 2\|1  [0.965]

Rule 24/206: (121.9/3.7, lift 9.8)
    PC1 <= -0.3900895
    PC8 > 1.983468
    PC11 <= 0.4267919
    PC21 <= 1.224154
    PC37 > -0.1162327
    PC77 <= 0.06182602
    ->  class 2\|1  [0.962]

Rule 24/207: (106/3.7, lift 9.8)
    PC1 <= -0.3900895
    PC2 <= 2.5099
    PC6 <= 1.414958
    PC8 > 0.02357382
    PC19 > -2.317307
    PC25 > 0.1130406
    PC34 > -0.1302406
    PC44 <= 0.6094521
    PC55 > -0.5340667
    PC55 <= 0.09166656
    PC84 <= 0.1063721
    ->  class 2\|1  [0.957]

Rule 24/208: (58.8/1.7, lift 9.8)
    PC1 <= -0.3900895
    PC2 <= 2.5099
    PC6 <= 1.414958
    PC8 > 0.02357382
    PC8 <= 1.983468
    PC23 <= 1.9903
    PC34 > -0.1302406
    PC49 <= 0.1585183
    PC62 > -0.9639714
    PC68 <= 1.367021
    PC81 > -0.406998
    PC84 > 0.1063721
    ->  class 2\|1  [0.956]

Rule 24/209: (60.6/2.1, lift 9.7)
    PC1 <= -0.3900895
    PC2 <= 2.5099
    PC7 > 0.1284205
    PC8 <= 1.983468
    PC14 <= -0.04337166
    PC31 > -0.5880031
    PC44 > 0.6094521
    PC78 <= 0.3384681
    ->  class 2\|1  [0.951]

Rule 24/210: (152.5/6.9, lift 9.7)
    PC1 <= -0.3900895
    PC8 > 1.983468
    PC21 <= 1.224154
    PC74 > -0.4451961
    PC77 > 0.06182602
    ->  class 2\|1  [0.949]

Rule 24/211: (16.2, lift 9.6)
    PC1 <= -0.3900895
    PC8 > 1.983468
    PC98 <= -0.7051479
    ->  class 2\|1  [0.945]

Rule 24/212: (13.6, lift 9.5)
    PC1 > -0.3900895
    PC1 <= 8.817184
    PC2 <= 2.5099
    PC3 <= 0.775887
    PC8 > -3.691019
    PC9 <= 0.3046936
    PC21 <= 0.9485729
    PC62 > 0.4045268
    PC73 > -0.2491612
    ->  class 2\|1  [0.936]

Rule 24/213: (12.1, lift 9.5)
    PC1 <= -0.3900895
    PC2 <= 2.5099
    PC8 > -0.2284522
    PC25 <= 0.3311149
    PC32 <= 1.071236
    PC48 <= -1.347
    ->  class 2\|1  [0.929]

Rule 24/214: (11.9, lift 9.5)
    PC1 <= -0.3900895
    PC8 > -0.2284522
    PC8 <= 1.983468
    PC19 <= -2.317307
    PC44 <= 0.6094521
    ->  class 2\|1  [0.928]

Rule 24/215: (78.1/4.8, lift 9.5)
    PC1 <= -0.3900895
    PC2 <= 2.5099
    PC8 > -0.2284522
    PC8 <= 1.983468
    PC25 > -0.1151094
    PC32 > 1.071236
    PC41 <= 2.198737
    PC45 <= 0.163273
    ->  class 2\|1  [0.927]

Rule 24/216: (46.9/2.6, lift 9.5)
    PC1 <= -0.3900895
    PC5 > 1.554856
    PC8 > 1.983468
    PC98 <= 0.2205264
    ->  class 2\|1  [0.927]

Rule 24/217: (10.7, lift 9.4)
    PC1 > -0.3900895
    PC1 <= -0.2019541
    PC2 <= 2.5099
    PC5 > -4.8876
    PC46 > 0.8841608
    PC66 <= 0.4744973
    ->  class 2\|1  [0.922]

Rule 24/218: (38.9/2.4, lift 9.4)
    PC1 <= -0.3900895
    PC2 <= 2.5099
    PC8 > 0.02357382
    PC8 <= 1.983468
    PC23 <= 1.9903
    PC50 > 0.2411921
    PC55 > 0.09166656
    PC81 > -0.406998
    ->  class 2\|1  [0.917]

Rule 24/219: (165.8/14.5, lift 9.3)
    PC1 <= -0.3900895
    PC7 <= 1.45466
    PC8 > 1.983468
    PC48 > -0.2906865
    PC74 <= -0.4451961
    PC96 > -0.1801059
    ->  class 2\|1  [0.908]

Rule 24/220: (6.7, lift 9.0)
    PC1 > -0.2019541
    PC3 <= 0.775887
    PC8 > -3.691019
    PC9 <= 0.3046936
    PC19 > 1.946078
    ->  class 2\|1  [0.881]

Rule 24/221: (32.4/3.5, lift 8.9)
    PC1 > -0.3900895
    PC3 <= 0.775887
    PC8 > -3.691019
    PC53 <= -1.87135
    PC71 <= -0.7803868
    ->  class 2\|1  [0.869]

Rule 24/222: (103.6/13, lift 8.9)
    PC2 <= -9.022285
    ->  class 2\|1  [0.868]

Rule 24/223: (24.9/2.8, lift 8.8)
    PC1 <= -0.3900895
    PC2 <= 2.5099
    PC4 <= 0.04987404
    PC8 > -3.155185
    PC8 <= -0.2284522
    PC33 <= -0.5563135
    PC42 > 0.6577663
    PC57 > -0.07739355
    ->  class 2\|1  [0.860]

Rule 24/224: (110.1/16.6, lift 8.6)
    PC1 <= -0.3900895
    PC2 <= 2.5099
    PC8 > -0.2284522
    PC14 > -0.04337166
    PC23 <= 0.6265895
    PC32 <= 1.071236
    PC44 > 0.6094521
    ->  class 2\|1  [0.843]

Rule 24/225: (97.8/15.9, lift 8.5)
    PC1 <= -0.3900895
    PC8 > 1.983468
    PC25 <= 0.324371
    PC46 > 1.406275
    ->  class 2\|1  [0.831]

Rule 24/226: (79/12.8, lift 8.5)
    PC1 <= -0.3900895
    PC2 <= -2.151245
    PC8 > -0.2284522
    PC8 <= 1.983468
    PC44 <= 0.6094521
    PC55 <= -0.5340667
    PC62 > -0.9639714
    PC68 <= 1.367021
    ->  class 2\|1  [0.830]

Rule 24/227: (15.7/2.2, lift 8.4)
    PC1 <= -0.3900895
    PC2 <= 2.5099
    PC8 > -3.155185
    PC8 <= -0.2284522
    PC35 <= 0.815852
    PC56 > -0.05466063
    PC57 <= -0.07739355
    PC60 > -0.2870065
    PC90 > -0.5843456
    PC99 <= -0.956889
    ->  class 2\|1  [0.821]

Rule 24/228: (93.1/23.4, lift 7.6)
    PC1 <= -0.3900895
    PC2 <= 2.5099
    PC8 > -0.2284522
    PC8 <= 1.983468
    PC25 <= 0.3311149
    PC44 <= 0.6094521
    PC62 <= -0.9639714
    PC68 <= 1.367021
    ->  class 2\|1  [0.743]

Rule 24/229: (19.1/7.9, lift 5.9)
    PC1 > -0.2019541
    PC8 > -3.691019
    PC9 <= 0.3046936
    PC19 > -1.330249
    PC21 > 0.9485729
    PC53 > -1.87135
    ->  class 2\|1  [0.580]

Rule 24/230: (1729.9/1252.9, lift 2.8)
    PC1 <= -0.2019541
    PC2 <= 2.5099
    PC5 > -4.8876
    PC13 <= 0.2325918
    PC89 <= -0.1669612
    ->  class 2\|1  [0.276]

Rule 24/231: (208.9/1.3, lift 11.0)
    PC1 <= -0.3900895
    PC2 > -9.022285
    PC2 <= 2.5099
    PC8 > -3.155185
    PC8 <= -0.2284522
    PC10 <= 1.704095
    PC12 <= 5.398648
    PC26 <= 3.029306
    PC35 <= 0.815852
    PC38 > -0.5204257
    PC56 > -0.05466063
    PC57 <= -0.07739355
    PC99 > -0.956889
    ->  class 2\|2  [0.989]

Rule 24/232: (61.2, lift 10.9)
    PC1 <= -0.3900895
    PC2 <= 2.5099
    PC8 > -3.155185
    PC8 <= -0.2284522
    PC12 <= 5.398648
    PC33 > -0.5563135
    PC43 <= -1.512464
    PC47 > -0.8951707
    PC57 > -0.07739355
    PC68 <= 2.021014
    ->  class 2\|2  [0.984]

Rule 24/233: (57.6, lift 10.9)
    PC2 <= 2.5099
    PC6 <= -0.2201574
    PC8 > -3.155185
    PC8 <= -0.2284522
    PC12 <= 5.398648
    PC28 > -0.2656237
    PC37 <= 1.408006
    PC89 <= -1.059478
    ->  class 2\|2  [0.983]

Rule 24/234: (53.5, lift 10.9)
    PC2 > -9.022285
    PC2 <= 2.5099
    PC4 <= 0.04987404
    PC8 > -3.155185
    PC8 <= -0.2284522
    PC15 > -1.351484
    PC33 <= -0.5563135
    PC42 <= 0.6577663
    PC57 > -0.07739355
    ->  class 2\|2  [0.982]

Rule 24/235: (238.9/3.4, lift 10.9)
    PC1 <= -0.3900895
    PC2 > -9.022285
    PC2 <= 2.5099
    PC8 > -3.155185
    PC8 <= -0.2284522
    PC10 <= 1.704095
    PC26 <= 3.029306
    PC38 > -0.5204257
    PC57 <= -0.07739355
    PC60 <= -0.2870065
    PC75 <= 1.488895
    PC90 > -0.5843456
    ->  class 2\|2  [0.982]

Rule 24/236: (161.4/2.9, lift 10.8)
    PC1 <= -0.3900895
    PC2 <= 2.5099
    PC6 > -0.2201574
    PC8 > -2.234265
    PC8 <= -0.2284522
    PC21 <= 1.176482
    PC50 <= -0.1524079
    PC64 > 0.01944976
    PC74 <= 0.2293723
    PC78 > -0.175403
    ->  class 2\|2  [0.976]

Rule 24/237: (27.5, lift 10.7)
    PC1 <= -0.3900895
    PC2 <= 2.5099
    PC8 > -3.155185
    PC8 <= -0.2284522
    PC10 > 0.6574247
    PC38 <= -0.5204257
    PC57 <= -0.07739355
    PC90 > -0.5843456
    ->  class 2\|2  [0.966]

Rule 24/238: (17.6, lift 10.5)
    PC2 <= 2.5099
    PC6 <= -0.2201574
    PC12 <= 5.398648
    PC33 > -0.5563135
    PC46 > -0.4616322
    PC51 > -0.1589695
    PC57 > -0.07739355
    PC61 > -1.449668
    PC68 <= 2.021014
    PC85 <= -1.296664
    ->  class 2\|2  [0.949]

Rule 24/239: (90/4.1, lift 10.5)
    PC1 <= -0.3900895
    PC2 <= 2.5099
    PC4 > -0.2862337
    PC6 <= -0.2201574
    PC8 > -3.155185
    PC8 <= -0.2284522
    PC11 > -2.021264
    PC19 > -2.848473
    PC21 > -1.096123
    PC34 <= 0.24279
    PC44 > -1.189514
    PC46 > -0.4616322
    PC51 > -0.1589695
    PC57 > -0.07739355
    PC61 > -1.449668
    PC68 <= 2.021014
    PC84 <= 1.069537
    PC97 > -0.1397043
    ->  class 2\|2  [0.945]

Rule 24/240: (37.9/1.3, lift 10.5)
    PC1 <= -0.3900895
    PC2 <= 2.5099
    PC8 <= -0.2284522
    PC35 <= 0.256171
    PC40 <= 1.078235
    PC48 > 0.6572853
    PC71 <= 0.5166005
    PC75 > 0.5505937
    PC79 <= 0.3198665
    ->  class 2\|2  [0.943]

Rule 24/241: (15.3, lift 10.5)
    PC1 <= -0.3900895
    PC2 <= 2.5099
    PC4 > -0.3568845
    PC8 > -3.155185
    PC8 <= -0.2284522
    PC24 <= -0.3235645
    PC29 > 0.2792483
    PC50 > -0.7373481
    ->  class 2\|2  [0.942]

Rule 24/242: (351.9/21.1, lift 10.4)
    PC2 <= -2.151245
    PC8 > -0.2284522
    PC8 <= 1.983468
    PC30 <= 0.4216816
    PC34 > -0.1302406
    PC40 <= 0.06275465
    PC46 > -0.3454094
    PC50 <= 0.2411921
    PC55 > 0.09166656
    PC84 <= 0.1063721
    ->  class 2\|2  [0.938]

Rule 24/243: (13.5, lift 10.4)
    PC1 <= -0.3900895
    PC8 > -0.2284522
    PC8 <= 1.983468
    PC32 > 1.071236
    PC41 > 2.198737
    ->  class 2\|2  [0.931]

Rule 24/244: (33.7/1.6, lift 10.3)
    PC1 <= -0.3900895
    PC2 <= 2.5099
    PC3 <= -0.7884153
    PC8 > -3.155185
    PC8 <= -0.2284522
    PC11 > -2.021264
    PC12 <= 5.398648
    PC19 > -2.848473
    PC29 <= 0.2792483
    PC51 > -0.1589695
    PC57 > -0.07739355
    PC61 > -1.449668
    PC68 <= 2.021014
    PC97 <= -0.1397043
    ->  class 2\|2  [0.928]

Rule 24/245: (14.9/0.3, lift 10.3)
    PC1 <= -0.3900895
    PC5 > 1.554856
    PC8 > 1.983468
    PC25 <= 0.324371
    PC98 > 0.2205264
    ->  class 2\|2  [0.926]

Rule 24/246: (14.3/0.2, lift 10.3)
    PC1 > -0.2019541
    PC1 <= 8.817184
    PC2 <= 2.5099
    PC3 <= 0.775887
    PC8 > -3.691019
    PC9 <= 0.3046936
    PC19 > -1.330249
    PC98 > 0.322187
    ->  class 2\|2  [0.925]

Rule 24/247: (22/0.8, lift 10.3)
    PC1 > -0.2019541
    PC1 <= 8.817184
    PC3 <= 0.775887
    PC9 <= 0.3046936
    PC19 > -1.330249
    PC19 <= 1.946078
    PC21 <= 0.9485729
    PC41 > 0.4290316
    PC62 <= 0.4045268
    PC73 > -0.2491612
    ->  class 2\|2  [0.923]

Rule 24/248: (153.7/13.5, lift 10.1)
    PC2 <= 2.5099
    PC6 <= -0.2201574
    PC8 > -3.155185
    PC8 <= -0.2284522
    PC11 > -2.021264
    PC12 <= 5.398648
    PC19 > -2.848473
    PC29 <= 0.2792483
    PC32 > -2.545227
    PC34 > 0.24279
    PC46 > -0.4616322
    PC47 > -0.8951707
    PC51 > -0.1589695
    PC57 > -0.07739355
    PC61 > -1.449668
    PC68 <= 2.021014
    PC69 > -0.284872
    ->  class 2\|2  [0.907]

Rule 24/249: (45/3.9, lift 10.0)
    PC1 <= -0.3900895
    PC2 <= 2.5099
    PC4 > -0.3568845
    PC8 > -3.155185
    PC12 <= 0.03938827
    PC28 > -0.2656237
    PC29 > 0.2792483
    PC50 > -0.7373481
    ->  class 2\|2  [0.897]

Rule 24/250: (17/1.1, lift 9.9)
    PC1 <= -0.3900895
    PC8 <= -3.155185
    PC21 <= 0.6514596
    PC35 > 0.256171
    PC75 > 0.5505937
    PC79 <= 0.3198665
    ->  class 2\|2  [0.890]

Rule 24/251: (60.6/7.1, lift 9.7)
    PC1 <= -0.3900895
    PC2 > -9.022285
    PC2 <= 2.5099
    PC8 <= -0.2284522
    PC12 <= 5.398648
    PC29 <= 0.2792483
    PC37 <= 1.408006
    PC57 > -0.07739355
    PC96 > 1.493904
    ->  class 2\|2  [0.871]

Rule 24/252: (24.7/4, lift 9.0)
    PC1 <= -0.3900895
    PC8 > 1.983468
    PC11 <= -0.834318
    PC40 <= -0.6991138
    ->  class 2\|2  [0.813]

Rule 24/253: (72.4/15.3, lift 8.7)
    PC1 <= -0.3900895
    PC2 > -9.022285
    PC2 <= 2.5099
    PC8 <= -0.2284522
    PC46 > 0.413817
    PC60 <= -0.7855141
    ->  class 2\|2  [0.781]

Rule 24/254: (1479.5/771.2, lift 5.3)
    PC1 <= -0.3900895
    PC2 <= 2.5099
    PC8 > -0.2284522
    PC8 <= 1.983468
    PC32 <= 1.071236
    ->  class 2\|2  [0.479]

Rule 24/255: (8762.7/7005.4, lift 2.2)
    PC1 <= -0.2019541
    PC2 <= 2.5099
    PC5 > -4.8876
    ->  class 2\|2  [0.201]

Rule 24/256: (193.5, lift 7.8)
    PC1 <= -0.3900895
    PC8 <= -3.155185
    PC16 > -0.2314596
    PC40 <= 1.078235
    PC46 <= 0.413817
    PC96 > 0.07379696
    ->  class 2\|3  [0.995]

Rule 24/257: (115.6, lift 7.8)
    PC1 <= -0.3900895
    PC8 > -3.155185
    PC8 <= -0.2284522
    PC19 <= -2.848473
    PC60 > -0.2710989
    PC95 <= 0.03056348
    ->  class 2\|3  [0.991]

Rule 24/258: (107, lift 7.8)
    PC1 <= -0.3900895
    PC8 <= -3.155185
    PC46 > 0.413817
    PC60 > -0.7855141
    ->  class 2\|3  [0.991]

Rule 24/259: (79.9, lift 7.8)
    PC8 <= -3.155185
    PC21 <= 0.6514596
    PC28 > -0.341027
    PC36 > 0.2820371
    PC41 <= -0.03229705
    PC75 <= 0.5505937
    PC94 <= 0.2602189
    ->  class 2\|3  [0.988]

Rule 24/260: (53.9, lift 7.7)
    PC2 <= 2.5099
    PC8 <= -0.2284522
    PC33 > -0.5563135
    PC43 > -1.512464
    PC69 > -0.284872
    PC84 > 1.069537
    PC89 > -1.059478
    PC96 <= 1.493904
    ->  class 2\|3  [0.982]

Rule 24/261: (153.3/3.2, lift 7.6)
    PC1 <= -0.3900895
    PC2 <= 2.5099
    PC8 > -3.155185
    PC8 <= -0.2284522
    PC12 <= 5.398648
    PC28 > -0.2656237
    PC29 <= 0.2792483
    PC33 > -0.5563135
    PC43 > -1.512464
    PC51 <= -0.1589695
    PC57 > -0.07739355
    PC89 > -1.059478
    PC96 <= 1.493904
    ->  class 2\|3  [0.973]

Rule 24/262: (33.6, lift 7.6)
    PC1 <= -0.3900895
    PC2 <= 2.5099
    PC8 > -3.155185
    PC8 <= -0.2284522
    PC12 <= 5.398648
    PC32 > -2.545227
    PC33 > -0.5563135
    PC34 > 0.24279
    PC44 > 0.9431086
    PC57 > -0.07739355
    PC89 > -1.059478
    PC96 <= 1.493904
    ->  class 2\|3  [0.972]

Rule 24/263: (37.3/0.2, lift 7.6)
    PC1 <= -0.3900895
    PC2 > -9.022285
    PC2 <= 2.5099
    PC8 <= -0.2284522
    PC40 <= 1.078235
    PC46 <= 0.413817
    PC79 <= 0.3198665
    PC81 > 0.3344454
    PC82 <= 0.1196161
    ->  class 2\|3  [0.970]

Rule 24/264: (105.3/2.6, lift 7.6)
    PC1 <= -0.3900895
    PC2 <= 2.5099
    PC6 > -0.2201574
    PC8 > -3.155185
    PC8 <= -0.2284522
    PC28 > -0.2656237
    PC29 <= 0.2792483
    PC57 > -0.07739355
    PC64 <= 0.01944976
    PC74 <= 0.2293723
    ->  class 2\|3  [0.967]

Rule 24/265: (122.5/3.5, lift 7.6)
    PC1 <= -0.3900895
    PC8 <= -3.155185
    PC23 > -0.4481725
    PC46 <= 0.413817
    PC55 > -0.1084707
    PC94 > 0.2602189
    ->  class 2\|3  [0.964]

Rule 24/266: (21.3, lift 7.5)
    PC1 <= -0.3900895
    PC8 <= -3.155185
    PC24 > 1.019644
    PC82 <= 0.1196161
    ->  class 2\|3  [0.957]

Rule 24/267: (93.1/3.3, lift 7.5)
    PC1 <= -0.3900895
    PC8 <= -3.155185
    PC79 > 0.3198665
    ->  class 2\|3  [0.955]

Rule 24/268: (17.7, lift 7.5)
    PC2 <= 2.5099
    PC8 <= -0.2284522
    PC16 <= -0.2314596
    PC21 <= 0.6514596
    PC25 > 0.3388808
    PC94 > 0.2602189
    ->  class 2\|3  [0.949]

Rule 24/269: (530.4/27.1, lift 7.4)
    PC1 <= -0.3900895
    PC2 <= 2.5099
    PC6 > -0.2201574
    PC8 > -3.155185
    PC8 <= -0.2284522
    PC19 > -2.848473
    PC29 <= 0.2792483
    PC41 <= 6.429932
    PC57 > -0.07739355
    PC59 > -0.6055204
    PC74 > 0.2293723
    ->  class 2\|3  [0.947]

Rule 24/270: (100.7/5.2, lift 7.4)
    PC2 <= 2.5099
    PC8 <= -3.155185
    PC21 <= 0.6514596
    PC35 <= 0.256171
    PC40 <= 1.078235
    PC48 <= 0.6572853
    PC71 <= 0.5166005
    PC75 > 0.5505937
    ->  class 2\|3  [0.940]

Rule 24/271: (49.2/3.4, lift 7.2)
    PC2 > -9.022285
    PC2 <= 2.5099
    PC8 <= -0.2284522
    PC11 > -2.021264
    PC21 > -1.096123
    PC33 > -0.5563135
    PC37 <= 1.408006
    PC43 > -1.512464
    PC44 <= -1.189514
    PC96 <= 1.493904
    PC97 > -0.1397043
    ->  class 2\|3  [0.913]

Rule 24/272: (45.9/9.6, lift 6.1)
    PC1 <= -0.3900895
    PC2 <= 2.5099
    PC7 <= 0.1284205
    PC8 > -0.2284522
    PC14 <= -0.04337166
    PC32 <= 1.071236
    PC44 > 0.6094521
    ->  class 2\|3  [0.778]

Rule 24/273: (1041.4/464.3, lift 4.4)
    PC2 <= 2.5099
    PC8 <= -3.691019
    PC19 > -1.380552
    ->  class 2\|3  [0.554]

Rule 24/274: (875.6/571.1, lift 2.7)
    PC1 <= -0.2019541
    PC2 <= 2.5099
    PC13 <= 0.2325918
    PC66 > 0.4744973
    ->  class 2\|3  [0.348]

Rule 24/275: (12194.5/9657.4, lift 1.6)
    PC2 <= 2.5099
    ->  class 2\|3  [0.208]

Rule 24/276: (214.5/0.1, lift 19.4)
    PC1 <= -0.3900895
    PC8 <= -3.155185
    PC21 > 0.6514596
    PC25 <= 0.272321
    PC46 <= 0.413817
    PC51 > -0.3224997
    PC79 <= 0.3198665
    ->  class 2\|4  [0.995]

Rule 24/277: (149.2, lift 19.3)
    PC1 <= -0.3900895
    PC8 <= -3.155185
    PC16 > -0.2314596
    PC46 <= 0.413817
    PC75 <= 0.5505937
    PC79 <= 0.3198665
    PC96 <= 0.07379696
    ->  class 2\|4  [0.993]

Rule 24/278: (240.7/1.6, lift 19.3)
    PC8 <= -3.155185
    PC21 <= 0.6514596
    PC24 <= 1.019644
    PC25 <= 0.3388808
    PC46 <= 0.413817
    PC49 <= 0.09479482
    PC53 > -0.4892935
    PC55 <= -0.1084707
    PC65 > -0.5780237
    PC81 <= 0.3344454
    PC82 <= 0.1196161
    PC87 <= 0.915833
    PC93 <= 0.4416389
    PC94 > 0.2602189
    ->  class 2\|4  [0.989]

Rule 24/279: (178.5/2.9, lift 19.0)
    PC2 <= 2.5099
    PC8 <= -3.155185
    PC23 <= -0.4481725
    PC40 <= 1.078235
    PC46 <= 0.413817
    PC75 <= 0.5505937
    PC79 <= 0.3198665
    ->  class 2\|4  [0.978]

Rule 24/280: (38.6, lift 19.0)
    PC1 > -0.3900895
    PC1 <= 8.817184
    PC2 <= 2.5099
    PC3 <= 0.775887
    PC9 <= 0.3046936
    PC19 > -1.330249
    PC53 > -1.87135
    PC67 <= -0.4050675
    PC73 > -0.2491612
    ->  class 2\|4  [0.975]

Rule 24/281: (105.1/2, lift 18.9)
    PC1 <= -0.3900895
    PC8 <= -3.155185
    PC21 <= 0.6514596
    PC40 > 1.078235
    PC79 <= 0.3198665
    ->  class 2\|4  [0.972]

Rule 24/282: (121.4/2.6, lift 18.9)
    PC8 <= -3.155185
    PC16 <= -0.2314596
    PC36 <= 0.2820371
    PC41 <= -0.03229705
    PC45 <= 0.1517099
    PC46 <= 0.413817
    PC49 <= 0.09479482
    PC75 <= 0.5505937
    PC82 <= 0.1196161
    PC87 <= 0.915833
    PC94 <= 0.2602189
    ->  class 2\|4  [0.971]

Rule 24/283: (108.4/3, lift 18.8)
    PC1 > -0.3900895
    PC2 <= 2.5099
    PC8 <= -3.691019
    PC14 <= 1.512467
    PC31 > -0.05837341
    PC68 > -1.453569
    ->  class 2\|4  [0.964]

Rule 24/284: (54.3/2, lift 18.4)
    PC1 <= -0.3900895
    PC2 > -9.022285
    PC2 <= 2.5099
    PC8 > -3.155185
    PC8 <= -0.2284522
    PC12 > 0.03938827
    PC24 > -0.3235645
    PC29 > 0.2792483
    PC50 > -0.7373481
    ->  class 2\|4  [0.946]

Rule 24/285: (18.4/0.6, lift 17.9)
    PC1 > -0.3900895
    PC8 <= -3.691019
    PC80 > 1.902924
    ->  class 2\|4  [0.921]

Rule 24/286: (89.9/7.5, lift 17.7)
    PC1 <= -0.3900895
    PC2 <= 2.5099
    PC8 <= -0.2284522
    PC21 <= 0.6514596
    PC28 <= -0.341027
    PC65 > -0.5780237
    PC82 <= 0.1196161
    PC93 <= 0.4416389
    ->  class 2\|4  [0.908]

Rule 24/287: (30/2.9, lift 17.1)
    PC2 <= 2.5099
    PC6 > -0.2201574
    PC8 > -3.155185
    PC8 <= -0.2284522
    PC32 > -2.545227
    PC35 > 0.1246364
    PC59 <= -0.6055204
    ->  class 2\|4  [0.877]

Rule 24/288: (198.6/45.4, lift 15.0)
    PC1 <= -0.3900895
    PC8 <= -0.2284522
    PC19 <= -2.848473
    PC95 > 0.03056348
    ->  class 2\|4  [0.769]

Rule 24/289: (20.6/4.6, lift 14.6)
    PC1 > -0.3900895
    PC1 <= -0.2019541
    PC2 <= 2.5099
    PC13 > 0.2325918
    ->  class 2\|4  [0.751]

Rule 24/290: (20.4/8.5, lift 11.2)
    PC1 <= -0.3900895
    PC2 <= 2.5099
    PC8 > -3.155185
    PC8 <= -0.2284522
    PC28 > -0.2656237
    PC37 > 1.408006
    ->  class 2\|4  [0.577]

Default class: 2\|3

-----  Trial 25:  -----

Rules:

Rule 25/1: (142.9, lift 17.3)
    PC7 > -0.9640536
    PC13 <= 2.266476
    PC18 > 2.09492
    PC23 <= 2.2476
    PC24 <= 3.740935
    PC25 <= 0.7811947
    PC35 <= 0.4308063
    PC41 > -0.1113691
    PC85 <= 2.546556
    PC91 <= 2.867553
    PC96 > 0.2705617
    PC99 <= 0.8477601
    ->  class 0\|0  [0.993]

Rule 25/2: (95.9, lift 17.2)
    PC13 <= 6.717022
    PC14 > -1.089845
    PC18 > 2.09492
    PC23 <= 2.2476
    PC35 <= 0.4308063
    PC56 <= -0.5912693
    PC66 > -0.5343416
    PC79 <= 0.4732952
    ->  class 0\|0  [0.990]

Rule 25/3: (92.1, lift 17.2)
    PC6 > 0.1084647
    PC18 > 2.09492
    PC25 <= 0.7811947
    PC79 <= 0.4732952
    ->  class 0\|0  [0.989]

Rule 25/4: (58.8, lift 17.1)
    PC1 > -0.7107222
    PC15 > 0.03968853
    PC18 > 2.09492
    PC25 <= 0.7811947
    PC35 <= 0.4308063
    PC47 > -0.583303
    PC79 <= 0.4732952
    PC82 <= -0.2285359
    PC91 <= 2.867553
    ->  class 0\|0  [0.984]

Rule 25/5: (78.6/0.3, lift 17.1)
    PC7 > -0.9640536
    PC13 <= 6.717022
    PC18 > 2.09492
    PC20 > -5.04436
    PC24 > -2.765275
    PC35 <= 0.4308063
    PC57 > 0.9254043
    PC86 <= 0.1140183
    PC91 <= 2.867553
    ->  class 0\|0  [0.984]

Rule 25/6: (46.1, lift 17.0)
    PC13 <= 2.266476
    PC14 > -1.089845
    PC18 > 2.09492
    PC26 <= 0.8676014
    PC47 <= -0.583303
    PC96 <= 0.2705617
    ->  class 0\|0  [0.979]

Rule 25/7: (99.3/1.3, lift 17.0)
    PC7 > -0.9640536
    PC13 <= 6.717022
    PC14 > -1.089845
    PC18 > 2.09492
    PC24 <= -2.765275
    PC33 <= 3.156666
    PC65 > -2.496761
    PC65 <= 0.4971912
    ->  class 0\|0  [0.977]

Rule 25/8: (174.4/4, lift 16.9)
    PC13 <= 6.717022
    PC18 > 2.09492
    PC20 > -5.04436
    PC25 <= 0.7811947
    PC33 <= 3.156666
    PC35 <= 0.4308063
    PC65 > 0.4971912
    PC91 <= 2.867553
    ->  class 0\|0  [0.972]

Rule 25/9: (143.7/3.5, lift 16.9)
    PC1 > -0.7107222
    PC7 > -0.9287469
    PC15 > 0.03968853
    PC18 > 2.09492
    PC25 <= 0.7811947
    PC26 <= 0.8676014
    PC35 <= 0.4308063
    PC47 > -0.2188624
    PC66 > -0.5343416
    PC78 <= 0.1745153
    PC86 <= 0.1140183
    PC90 > -0.1301045
    PC91 <= 0.3933699
    PC96 <= 0.09761629
    ->  class 0\|0  [0.969]

Rule 25/10: (139.7/4.9, lift 16.7)
    PC2 > 2.5099
    PC7 <= 0.6390125
    PC13 <= 6.717022
    PC14 > 0.5685172
    PC18 > 0.6226293
    PC18 <= 2.09492
    PC25 > -0.6924096
    PC27 > -1.003289
    PC40 > -2.215916
    PC87 <= 0.1066178
    ->  class 0\|0  [0.958]

Rule 25/11: (22, lift 16.7)
    PC2 > 2.5099
    PC9 > 0.4038637
    PC18 > 2.09492
    PC35 > 0.4308063
    ->  class 0\|0  [0.958]

Rule 25/12: (16.9, lift 16.5)
    PC2 > 2.5099
    PC7 <= -0.9640536
    PC18 > 2.09492
    PC37 <= -1.713345
    ->  class 0\|0  [0.947]

Rule 25/13: (12.6/0.6, lift 15.5)
    PC2 > 2.5099
    PC3 > -1.79414
    PC3 <= 1.640775
    PC18 > -1.019176
    PC18 <= 0.6226293
    PC28 <= 0.03834696
    PC44 > 2.092405
    ->  class 0\|0  [0.891]

Rule 25/14: (6.1, lift 15.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 > 0.2633233
    PC18 > -1.019176
    PC18 <= 0.6226293
    ->  class 0\|0  [0.877]

Rule 25/15: (6.4/0.1, lift 15.0)
    PC2 > 2.5099
    PC7 <= -0.9640536
    PC18 > 2.09492
    PC75 > 0.06641556
    ->  class 0\|0  [0.865]

Rule 25/16: (15.2/1.5, lift 14.9)
    PC18 > -1.019176
    PC18 <= 0.6226293
    PC30 > 3.793511
    ->  class 0\|0  [0.856]

Rule 25/17: (8.8/1.2, lift 13.8)
    PC2 > 2.5099
    PC2 <= 3.504448
    PC3 <= 1.640775
    PC14 > 0.5685172
    PC18 > 0.6226293
    PC18 <= 2.09492
    PC87 > 0.1066178
    ->  class 0\|0  [0.793]

Rule 25/18: (23.5/5.4, lift 13.0)
    PC2 > 2.5099
    PC14 > -1.089845
    PC14 <= 0.5685172
    PC18 > 0.6226293
    PC43 <= -2.217216
    ->  class 0\|0  [0.750]

Rule 25/19: (34.1/8.2, lift 12.9)
    PC13 > 6.717022
    PC13 <= 8.429525
    PC18 > 0.6226293
    PC42 <= -0.1619156
    PC65 > -2.496761
    ->  class 0\|0  [0.744]

Rule 25/20: (306.5/0.5, lift 11.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC14 > -1.089845
    PC14 <= 0.5685172
    PC18 > 0.6226293
    PC18 <= 2.09492
    PC21 <= 0.564769
    PC24 <= 1.40445
    PC42 <= 1.231999
    PC43 > -2.217216
    PC59 > -1.365475
    PC65 > -2.496761
    ->  class 0\|1  [0.995]

Rule 25/21: (170.6, lift 11.6)
    PC1 <= -0.7107222
    PC2 > 2.5099
    PC13 <= 2.266476
    PC15 > 0.03968853
    PC18 > 0.6226293
    PC23 <= 2.2476
    PC25 <= 0.7811947
    PC56 > -0.5912693
    PC65 > -2.496761
    PC65 <= 0.4971912
    PC96 <= 0.2705617
    ->  class 0\|1  [0.994]

Rule 25/22: (177.1/0.4, lift 11.6)
    PC7 <= -0.9640536
    PC18 > 2.09492
    PC37 > -1.713345
    PC75 <= 0.06641556
    ->  class 0\|1  [0.992]

Rule 25/23: (106.8, lift 11.6)
    PC18 > 2.09492
    PC24 > -2.765275
    PC35 <= 0.4308063
    PC47 > -0.583303
    PC57 <= 0.9254043
    PC66 <= -0.5343416
    PC86 <= 0.1140183
    PC96 <= 0.2705617
    ->  class 0\|1  [0.991]

Rule 25/24: (112.5, lift 11.6)
    PC3 <= 1.640775
    PC6 <= 0.1084647
    PC15 <= 0.03968853
    PC18 > 0.6226293
    PC24 > -2.765275
    PC25 <= 0.7811947
    PC56 > -0.5912693
    PC57 <= 0.9254043
    PC65 > -2.496761
    PC65 <= 0.4971912
    PC66 > -0.5343416
    PC79 <= 0.4732952
    PC92 > -4.384049
    PC96 <= 0.2705617
    ->  class 0\|1  [0.991]

Rule 25/25: (67.9, lift 11.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 <= -0.9287469
    PC13 <= 2.266476
    PC20 > -5.04436
    PC23 <= 2.2476
    PC33 <= 3.156666
    PC56 > -0.5912693
    PC82 > -0.2285359
    PC91 <= 0.3933699
    ->  class 0\|1  [0.986]

Rule 25/26: (61.8, lift 11.5)
    PC2 > 2.5099
    PC3 <= -1.79414
    PC7 <= -0.6906246
    PC18 > -1.019176
    PC18 <= 0.6226293
    PC43 <= -0.2492912
    PC92 > -1.552327
    ->  class 0\|1  [0.984]

Rule 25/27: (61, lift 11.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 > 0.6390125
    PC14 > 0.5685172
    PC18 > 0.6226293
    PC18 <= 2.09492
    PC65 > -2.496761
    ->  class 0\|1  [0.984]

Rule 25/28: (50.8, lift 11.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC41 > 0.535381
    PC54 > -0.5774341
    ->  class 0\|1  [0.981]

Rule 25/29: (39.6, lift 11.4)
    PC2 > 2.5099
    PC13 <= 6.717022
    PC18 > 0.6226293
    PC18 <= 2.09492
    PC40 > -2.215916
    PC42 > 1.231999
    PC54 <= -0.07544869
    ->  class 0\|1  [0.976]

Rule 25/30: (95.4/1.4, lift 11.4)
    PC13 <= 6.717022
    PC18 > 2.09492
    PC24 > -2.765275
    PC47 <= -0.2188624
    PC56 > -0.5912693
    PC57 <= 0.9254043
    PC82 > -0.2285359
    PC91 <= 0.3933699
    PC96 <= 0.2705617
    ->  class 0\|1  [0.976]

Rule 25/31: (40.5, lift 11.4)
    PC2 > 2.5099
    PC13 <= 6.717022
    PC14 > -1.089845
    PC18 > 0.6226293
    PC91 > 2.867553
    ->  class 0\|1  [0.976]

Rule 25/32: (85.7/1.2, lift 11.4)
    PC3 <= 1.640775
    PC6 <= 0.1084647
    PC13 <= 2.266476
    PC14 > -1.089845
    PC18 > 0.6226293
    PC24 > -2.765275
    PC56 > -0.5912693
    PC57 <= 0.9254043
    PC65 > -2.496761
    PC65 <= 0.4971912
    PC66 > -0.5343416
    PC79 <= 0.4732952
    PC90 <= -0.1301045
    PC96 <= 0.2705617
    ->  class 0\|1  [0.975]

Rule 25/33: (147.3/3.1, lift 11.4)
    PC13 <= 6.717022
    PC14 > -1.089845
    PC18 > 2.09492
    PC23 <= 2.2476
    PC65 <= 0.4971912
    PC79 > 0.4732952
    PC96 <= 0.2705617
    ->  class 0\|1  [0.973]

Rule 25/34: (151.4/3.6, lift 11.3)
    PC2 > 3.504448
    PC3 <= 1.640775
    PC13 <= 6.717022
    PC14 > 0.5685172
    PC18 > 0.6226293
    PC18 <= 2.09492
    PC87 > 0.1066178
    ->  class 0\|1  [0.970]

Rule 25/35: (30.1, lift 11.3)
    PC13 <= 6.717022
    PC14 > 0.5685172
    PC18 > 0.6226293
    PC18 <= 2.09492
    PC25 <= -0.6924096
    ->  class 0\|1  [0.969]

Rule 25/36: (32, lift 11.3)
    PC13 <= 6.717022
    PC14 > -1.089845
    PC18 > 2.09492
    PC26 > 0.8676014
    ->  class 0\|1  [0.968]

Rule 25/37: (56.3/1, lift 11.3)
    PC13 > 2.266476
    PC13 <= 6.717022
    PC18 > 2.09492
    PC65 <= 0.4971912
    ->  class 0\|1  [0.966]

Rule 25/38: (236.8/8.1, lift 11.2)
    PC2 > 2.5099
    PC3 > -1.79414
    PC3 <= 1.640775
    PC6 <= 0.2633233
    PC13 <= 1.643236
    PC18 > -1.019176
    PC18 <= 0.6226293
    PC20 > -3.414058
    PC28 <= 0.03834696
    PC44 <= 2.092405
    PC91 <= 1.501459
    ->  class 0\|1  [0.962]

Rule 25/39: (53.4/2, lift 11.0)
    PC2 > 2.5099
    PC3 <= -1.79414
    PC18 > -1.019176
    PC18 <= 0.6226293
    PC43 <= -0.2492912
    PC67 > 0.1023362
    PC71 <= 0.03204425
    PC91 > 0.2036857
    PC92 > -1.552327
    ->  class 0\|1  [0.946]

Rule 25/40: (100.5/6.3, lift 10.9)
    PC9 <= 0.4038637
    PC13 <= 6.717022
    PC14 > -1.089845
    PC18 > 2.09492
    PC35 > 0.4308063
    ->  class 0\|1  [0.929]

Rule 25/41: (12.6, lift 10.8)
    PC18 > -1.019176
    PC18 <= 0.6226293
    PC20 > -3.414058
    PC25 > 2.621023
    ->  class 0\|1  [0.928]

Rule 25/42: (135.3/8.9, lift 10.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 2.266476
    PC18 > 0.6226293
    PC24 > -2.765275
    PC56 > -0.5912693
    PC57 <= 0.9254043
    PC78 > 0.1745153
    PC82 > -0.2285359
    PC85 <= 2.546556
    PC91 <= 0.3933699
    ->  class 0\|1  [0.928]

Rule 25/43: (73.1/4.4, lift 10.8)
    PC13 > 8.429525
    PC18 > 0.6226293
    PC20 > -4.036534
    PC36 <= 6.604436
    PC42 <= -0.1619156
    PC65 > -2.496761
    PC73 <= 0.4181305
    ->  class 0\|1  [0.928]

Rule 25/44: (176.3/12, lift 10.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 <= 0.1084647
    PC13 <= 6.717022
    PC14 > -1.089845
    PC18 > 0.6226293
    PC24 > -2.765275
    PC25 <= 0.7811947
    PC47 > -0.583303
    PC65 <= 0.4971912
    PC79 <= 0.4732952
    PC86 > 0.1140183
    PC96 <= 0.2705617
    ->  class 0\|1  [0.927]

Rule 25/45: (24.2/1, lift 10.8)
    PC2 > 2.5099
    PC13 <= 6.717022
    PC14 > -1.089845
    PC18 > 2.09492
    PC33 > 3.156666
    ->  class 0\|1  [0.923]

Rule 25/46: (9.4, lift 10.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 <= -1.74816
    PC18 <= -1.019176
    PC41 > 0.535381
    ->  class 0\|1  [0.912]

Rule 25/47: (7.4, lift 10.4)
    PC13 <= 6.717022
    PC14 > -1.089845
    PC18 > 2.09492
    PC24 > 3.740935
    PC41 > -0.1113691
    PC65 <= 0.4971912
    ->  class 0\|1  [0.894]

Rule 25/48: (142.6/15.5, lift 10.3)
    PC3 <= 1.640775
    PC6 <= 0.1084647
    PC15 > 0.03968853
    PC18 > 0.6226293
    PC24 > -2.765275
    PC35 <= 0.4308063
    PC56 > -0.5912693
    PC57 <= 0.9254043
    PC82 > -0.2285359
    PC86 <= 0.1140183
    PC91 > 0.3933699
    PC96 <= 0.2705617
    ->  class 0\|1  [0.886]

Rule 25/49: (73.2/7.9, lift 10.3)
    PC2 > 2.5099
    PC13 <= 6.717022
    PC14 > 0.5685172
    PC18 > 0.6226293
    PC18 <= 2.09492
    PC27 <= -1.003289
    ->  class 0\|1  [0.881]

Rule 25/50: (79.1/9.7, lift 10.1)
    PC13 <= 6.717022
    PC14 > -1.089845
    PC18 > 2.09492
    PC25 > 0.7811947
    ->  class 0\|1  [0.868]

Rule 25/51: (3.7, lift 9.6)
    PC4 <= -7.83144
    PC35 <= -0.5198501
    ->  class 0\|1  [0.825]

Rule 25/52: (47.5/23.1, lift 6.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC17 > -4.281579
    PC18 <= -1.019176
    PC41 <= 0.535381
    PC55 > 0.2296551
    PC82 <= -1.904638
    ->  class 0\|1  [0.513]

Rule 25/53: (135.3/4.7, lift 9.2)
    PC2 > 2.5099
    PC18 <= -1.019176
    PC28 > -0.07965827
    PC37 <= -0.5251784
    PC40 > -2.798079
    PC52 <= 0.8091016
    PC74 <= 0.7471564
    PC78 > -1.395421
    PC82 <= 0.4720566
    PC93 <= 0.1202371
    ->  class 0\|2  [0.959]

Rule 25/54: (24.7/0.3, lift 9.1)
    PC18 <= -1.429823
    PC37 > -0.5251784
    PC39 > -0.8742086
    PC55 <= -0.5819858
    PC70 <= 3.260975
    PC74 <= 0.7471564
    PC99 > -0.3520045
    ->  class 0\|2  [0.951]

Rule 25/55: (13.5/0.3, lift 8.8)
    PC3 <= 1.640775
    PC14 <= 0.5685172
    PC18 > 0.6226293
    PC18 <= 2.09492
    PC24 > 1.40445
    PC36 <= 6.604436
    PC42 <= 1.231999
    PC92 > -4.384049
    ->  class 0\|2  [0.919]

Rule 25/56: (88.9/9.8, lift 8.4)
    PC12 > -1.393007
    PC18 <= -1.920097
    PC28 > -0.07965827
    PC39 > -0.8742086
    PC55 > 0.01017431
    PC57 <= 0.971944
    PC74 <= 0.7471564
    PC82 > -1.904638
    PC96 > -0.5849774
    PC97 > 0.6065722
    PC99 > -0.3520045
    ->  class 0\|2  [0.881]

Rule 25/57: (7865.4/5784.2, lift 2.5)
    PC2 > 2.5099
    ->  class 0\|2  [0.265]

Rule 25/58: (107.8, lift 11.0)
    PC3 <= 1.640775
    PC18 <= -1.429823
    PC28 > -0.07965827
    PC37 > -0.5251784
    PC40 <= -1.602376
    PC100 <= 1.824972
    ->  class 0\|3  [0.991]

Rule 25/59: (82.2, lift 11.0)
    PC3 <= 1.640775
    PC4 > -7.83144
    PC18 <= -1.429823
    PC26 <= 1.473277
    PC28 > -0.07965827
    PC37 > -0.5251784
    PC63 <= 1.356299
    PC96 <= -0.5849774
    PC97 <= 2.502136
    ->  class 0\|3  [0.988]

Rule 25/60: (83.9, lift 11.0)
    PC4 > -7.83144
    PC8 > -0.4344836
    PC18 <= -1.920097
    PC28 > -0.07965827
    PC32 > -1.104615
    PC37 > -0.5251784
    PC55 > -0.5819858
    PC63 > -1.066857
    PC63 <= 1.356299
    PC70 <= 0.4017988
    PC74 > -0.0910586
    PC89 > -0.03668531
    PC97 <= 0.6065722
    PC99 > -0.297516
    ->  class 0\|3  [0.988]

Rule 25/61: (103/0.4, lift 11.0)
    PC4 > -7.83144
    PC5 > -0.5128501
    PC8 > -0.4344836
    PC18 <= -1.920097
    PC28 > -0.07965827
    PC32 > -1.104615
    PC37 > -0.5251784
    PC63 > -1.066857
    PC63 <= 0.3990825
    PC72 <= 0.661882
    PC82 > -1.904638
    PC89 > -0.03838833
    PC97 <= 0.6065722
    PC99 > -0.297516
    ->  class 0\|3  [0.987]

Rule 25/62: (68.5, lift 11.0)
    PC3 <= 1.640775
    PC18 <= -1.019176
    PC28 > -0.07965827
    PC37 <= -0.5251784
    PC82 > 0.4720566
    ->  class 0\|3  [0.986]

Rule 25/63: (211.8/2.3, lift 11.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 <= -1.019176
    PC26 <= 1.473277
    PC32 > -1.362498
    PC74 > 0.7471564
    PC82 > -1.904638
    PC95 > -2.966656
    PC97 <= 2.502136
    PC100 <= 1.824972
    ->  class 0\|3  [0.985]

Rule 25/64: (259.9/3.3, lift 11.0)
    PC4 > -7.83144
    PC18 <= -1.920097
    PC26 <= 1.473277
    PC28 > -0.07965827
    PC32 > -1.104615
    PC37 > -0.5251784
    PC63 > -1.066857
    PC71 <= 0.4156519
    PC72 <= 0.661882
    PC89 <= -0.03838833
    PC96 > -0.5849774
    PC97 <= 0.6065722
    PC99 > -0.297516
    ->  class 0\|3  [0.984]

Rule 25/65: (61.8, lift 11.0)
    PC2 > 2.5099
    PC18 <= -1.019176
    PC41 <= 0.535381
    PC49 > 1.357225
    ->  class 0\|3  [0.984]

Rule 25/66: (53.4, lift 10.9)
    PC2 > 2.5099
    PC18 <= -1.019176
    PC28 > -0.07965827
    PC37 <= -0.5251784
    PC74 <= 0.7471564
    PC82 > -1.904638
    PC93 > 0.1202371
    ->  class 0\|3  [0.982]

Rule 25/67: (45.2, lift 10.9)
    PC3 <= 1.640775
    PC18 <= -1.019176
    PC54 > 2.942849
    ->  class 0\|3  [0.979]

Rule 25/68: (41.6, lift 10.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC15 <= -1.210525
    PC18 > -1.019176
    PC18 <= 0.6226293
    PC43 > -0.2492912
    ->  class 0\|3  [0.977]

Rule 25/69: (35.3, lift 10.8)
    PC18 <= -1.019176
    PC79 <= -3.408118
    PC82 > -1.904638
    PC97 <= 2.502136
    PC100 <= 1.824972
    ->  class 0\|3  [0.973]

Rule 25/70: (78.7/1.3, lift 10.8)
    PC2 > 2.5099
    PC12 <= -1.393007
    PC18 <= -1.019176
    PC82 > -1.904638
    PC100 <= 1.824972
    ->  class 0\|3  [0.972]

Rule 25/71: (31.9, lift 10.8)
    PC5 <= 2.345814
    PC18 <= -1.019176
    PC28 <= -0.07965827
    PC39 > -0.8742086
    PC51 <= 0.6202179
    PC57 <= 1.207049
    PC59 <= 0.3434456
    PC69 > 0.9375247
    PC97 <= 2.502136
    PC100 <= 1.824972
    ->  class 0\|3  [0.971]

Rule 25/72: (30.7, lift 10.8)
    PC2 > 2.5099
    PC17 <= -4.281579
    PC49 <= 1.357225
    PC82 <= -1.904638
    ->  class 0\|3  [0.969]

Rule 25/73: (93.8/2, lift 10.8)
    PC3 <= 1.640775
    PC4 > -7.83144
    PC18 <= -1.429823
    PC28 > -0.07965827
    PC32 > -1.104615
    PC37 > -0.5251784
    PC40 > -1.562583
    PC63 <= 1.356299
    PC74 <= 0.7471564
    PC97 <= 2.502136
    PC99 <= -0.3520045
    ->  class 0\|3  [0.969]

Rule 25/74: (30.7, lift 10.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC12 > -1.393007
    PC18 <= 0.6226293
    PC26 <= 1.473277
    PC55 <= 0.01017431
    PC63 <= 1.356299
    PC79 > -3.408118
    PC96 > -0.5849774
    PC97 > 0.6065722
    PC99 > -0.297516
    ->  class 0\|3  [0.969]

Rule 25/75: (29.7, lift 10.8)
    PC12 > -1.393007
    PC18 <= -1.019176
    PC40 <= -2.798079
    PC41 <= 0.535381
    PC82 > -1.904638
    ->  class 0\|3  [0.968]

Rule 25/76: (170.4/4.9, lift 10.8)
    PC3 <= 1.640775
    PC18 <= -1.019176
    PC19 <= 0.1946328
    PC26 <= 1.473277
    PC36 <= 1.544657
    PC39 <= -0.8742086
    PC41 <= 0.535381
    PC48 <= 0.5333741
    PC82 > -1.904638
    ->  class 0\|3  [0.966]

Rule 25/77: (57.4/1.1, lift 10.8)
    PC4 > -7.83144
    PC18 <= -4.669888
    PC59 > 0.3434456
    PC82 > -1.904638
    PC97 <= 2.502136
    ->  class 0\|3  [0.965]

Rule 25/78: (26.5, lift 10.8)
    PC3 <= 1.640775
    PC18 > -1.920097
    PC18 <= -1.019176
    PC28 > -0.07965827
    PC36 > 0.1511426
    PC37 > -0.5251784
    PC40 > -1.562583
    PC71 <= 0.4156519
    PC96 > -0.5849774
    ->  class 0\|3  [0.965]

Rule 25/79: (58/1.2, lift 10.7)
    PC18 > -1.019176
    PC18 <= 0.6226293
    PC20 <= -3.414058
    PC35 <= 0.6210942
    ->  class 0\|3  [0.964]

Rule 25/80: (24.6, lift 10.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 <= 0.6226293
    PC26 <= -2.09578
    PC28 <= -0.07965827
    PC100 <= 1.824972
    ->  class 0\|3  [0.962]

Rule 25/81: (24.5, lift 10.7)
    PC18 <= -1.019176
    PC26 <= 1.473277
    PC39 > -0.8742086
    PC70 > 3.260975
    PC82 > -1.904638
    PC97 <= 2.502136
    ->  class 0\|3  [0.962]

Rule 25/82: (23.4, lift 10.7)
    PC4 > -7.83144
    PC12 > -1.393007
    PC18 <= -1.019176
    PC59 > 0.3434456
    PC79 > 2.041701
    PC100 <= 1.824972
    ->  class 0\|3  [0.961]

Rule 25/83: (23.6, lift 10.7)
    PC3 <= 1.640775
    PC4 > -7.83144
    PC10 > -2.268257
    PC18 > -1.920097
    PC18 <= -1.429823
    PC26 <= 1.473277
    PC28 > -0.07965827
    PC32 > -1.104615
    PC40 > -1.562583
    PC55 > -0.5819858
    PC82 > -1.904638
    ->  class 0\|3  [0.961]

Rule 25/84: (35.9/0.5, lift 10.7)
    PC3 <= 1.640775
    PC18 > -1.920097
    PC18 <= -1.429823
    PC21 > 0.1188698
    PC28 > -0.07965827
    ->  class 0\|3  [0.960]

Rule 25/85: (48.4/1.5, lift 10.6)
    PC3 <= 1.640775
    PC4 > -7.83144
    PC18 <= -1.920097
    PC28 > -0.07965827
    PC39 > -0.8742086
    PC41 <= 0.535381
    PC55 > -0.5819858
    PC57 > 0.971944
    PC63 <= 1.356299
    PC71 <= 0.4156519
    PC72 <= 0.661882
    PC82 > -1.904638
    ->  class 0\|3  [0.951]

Rule 25/86: (15.5, lift 10.5)
    PC18 <= -1.429823
    PC28 > -0.07965827
    PC37 <= -0.5251784
    PC39 > -0.8742086
    PC78 <= -1.395421
    PC100 <= 1.824972
    ->  class 0\|3  [0.943]

Rule 25/87: (23.9/0.5, lift 10.5)
    PC2 > 2.5099
    PC18 > 0.6226293
    PC92 <= -4.384049
    ->  class 0\|3  [0.942]

Rule 25/88: (48.7/2, lift 10.5)
    PC1 > -0.7303921
    PC2 > 2.5099
    PC3 <= -1.79414
    PC11 <= -0.05773116
    PC18 > -1.019176
    PC18 <= 0.6226293
    PC43 > -0.2492912
    ->  class 0\|3  [0.941]

Rule 25/89: (39.1/1.6, lift 10.5)
    PC2 > 2.5099
    PC3 > -1.79414
    PC3 <= 1.640775
    PC18 <= 0.6226293
    PC20 > -3.414058
    PC75 > 0.51325
    ->  class 0\|3  [0.938]

Rule 25/90: (12.6, lift 10.4)
    PC2 > 2.5099
    PC3 <= -1.79414
    PC6 <= -1.661679
    PC18 <= 0.6226293
    ->  class 0\|3  [0.932]

Rule 25/91: (11.6, lift 10.3)
    PC2 > 2.5099
    PC18 <= -1.019176
    PC31 > 0.2967124
    PC41 > 0.535381
    ->  class 0\|3  [0.926]

Rule 25/92: (11.2, lift 10.3)
    PC3 <= 1.640775
    PC5 <= -0.418789
    PC18 <= -1.019176
    PC28 <= -0.07965827
    PC41 <= 0.535381
    PC82 > -1.904638
    ->  class 0\|3  [0.924]

Rule 25/93: (11, lift 10.3)
    PC2 > 2.5099
    PC3 <= -1.79414
    PC18 > -1.019176
    PC18 <= 0.6226293
    PC25 <= 2.621023
    PC68 > 1.970933
    ->  class 0\|3  [0.923]

Rule 25/94: (9.6, lift 10.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -1.019176
    PC30 <= 3.793511
    PC32 <= -2.428572
    PC43 > -0.2492912
    ->  class 0\|3  [0.914]

Rule 25/95: (35.4/2.2, lift 10.2)
    PC13 > 6.717022
    PC18 > 0.6226293
    PC42 > -0.1619156
    PC58 > -2.156914
    PC65 > -2.496761
    PC100 <= -0.7406681
    ->  class 0\|3  [0.914]

Rule 25/96: (47.4/4, lift 10.0)
    PC2 > 2.5099
    PC12 > -1.393007
    PC18 <= 0.6226293
    PC28 > -0.07965827
    PC37 <= -0.5251784
    PC52 > 0.8091016
    PC74 <= 0.7471564
    ->  class 0\|3  [0.899]

Rule 25/97: (7.8/0.1, lift 9.9)
    PC2 > 2.5099
    PC3 <= -1.79414
    PC11 > -0.05773116
    PC18 > -1.019176
    PC18 <= 0.6226293
    PC86 <= -3.169451
    ->  class 0\|3  [0.884]

Rule 25/98: (23.8/2.5, lift 9.6)
    PC2 > 2.5099
    PC16 <= 0.3846227
    PC18 <= -1.019176
    PC26 <= 1.473277
    PC28 <= -0.07965827
    PC41 <= 0.535381
    PC59 > 0.3434456
    PC82 > -1.904638
    PC97 <= 2.502136
    PC100 <= 1.824972
    ->  class 0\|3  [0.865]

Rule 25/99: (151.1/24.8, lift 9.3)
    PC2 > 2.5099
    PC5 <= 2.345814
    PC18 <= -1.019176
    PC19 > -0.06194284
    PC28 <= -0.07965827
    PC46 <= 0.2052571
    PC51 <= 0.6202179
    PC57 <= 1.207049
    PC59 <= 0.3434456
    PC70 <= 3.260975
    PC82 > -1.904638
    PC90 > -0.5794693
    ->  class 0\|3  [0.832]

Rule 25/100: (33/8.1, lift 8.3)
    PC18 <= -1.019176
    PC41 <= 0.535381
    PC55 <= 0.2296551
    PC80 <= 0.4893
    PC82 <= -1.904638
    ->  class 0\|3  [0.740]

Rule 25/101: (27.4/7.1, lift 8.1)
    PC36 > 6.604436
    ->  class 0\|3  [0.724]

Rule 25/102: (10.9/3, lift 7.7)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC10 <= -0.7069036
    PC15 > -3.157014
    PC27 <= 0.2849731
    PC31 > 0.06491774
    ->  class 0\|3  [0.687]

Rule 25/103: (142.1/0.3, lift 24.0)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC6 <= 5.368485
    PC7 > -0.2138148
    PC15 <= -3.157014
    ->  class 1\|0  [0.991]

Rule 25/104: (86.4, lift 24.0)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC10 <= -0.3454105
    PC11 <= 1.077555
    PC16 <= -0.06921371
    PC21 <= 0.9153184
    PC69 > -0.6320137
    PC81 > -0.764167
    ->  class 1\|0  [0.989]

Rule 25/105: (126.9/0.5, lift 24.0)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC11 <= 1.077555
    PC16 <= -0.06921371
    PC21 <= 0.9153184
    PC50 > 0.2316995
    PC79 > -0.1673564
    ->  class 1\|0  [0.989]

Rule 25/106: (73, lift 23.9)
    PC1 > -0.430681
    PC6 <= -1.50737
    PC11 <= -2.309642
    ->  class 1\|0  [0.987]

Rule 25/107: (55.7, lift 23.8)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC21 <= 0.9153184
    PC22 > 2.747152
    PC57 <= -1.088154
    ->  class 1\|0  [0.983]

Rule 25/108: (74.5/0.5, lift 23.8)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC10 > -0.7069036
    PC16 <= -0.06921371
    PC39 <= -0.253738
    PC45 <= 0.3952569
    PC66 > 0.6217367
    ->  class 1\|0  [0.981]

Rule 25/109: (47.4, lift 23.8)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.02748807
    PC30 <= -0.2412564
    PC33 > -0.5413352
    PC65 > -0.04479048
    PC94 <= 0.1432274
    ->  class 1\|0  [0.980]

Rule 25/110: (91.5/1.1, lift 23.7)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC7 > -0.2138148
    PC8 > 0.5793092
    PC15 <= -3.157014
    ->  class 1\|0  [0.977]

Rule 25/111: (29.8, lift 23.5)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC7 > -7.573264
    PC11 <= 1.077555
    PC45 <= 0.3952569
    PC69 > -0.6320137
    PC87 <= -1.114687
    ->  class 1\|0  [0.968]

Rule 25/112: (25.4, lift 23.4)
    PC1 > 11.12104
    PC6 <= -1.50737
    PC45 > 0.1540567
    ->  class 1\|0  [0.963]

Rule 25/113: (18.2, lift 23.0)
    PC3 > 1.640775
    PC16 <= -0.02748807
    PC65 > -0.04479048
    PC80 > 0.8600772
    PC92 <= 0.5065197
    ->  class 1\|0  [0.951]

Rule 25/114: (17.6, lift 23.0)
    PC1 > -0.430681
    PC10 > -0.7069036
    PC15 <= -2.286187
    PC16 <= -0.06921371
    PC85 > 0.6241479
    ->  class 1\|0  [0.949]

Rule 25/115: (154.7/10.9, lift 22.4)
    PC2 > 2.5099
    PC3 > 1.640775
    PC8 > -3.620445
    PC25 > -0.03263944
    PC26 <= 0.04895893
    PC33 > -0.5413352
    PC33 <= 0.843222
    PC39 > -0.04002334
    PC47 > -0.295758
    PC65 > -0.04479048
    PC69 <= 1.456935
    PC77 <= 0.7041603
    PC85 <= -0.01527319
    PC92 <= 0.5065197
    ->  class 1\|0  [0.924]

Rule 25/116: (10.9, lift 22.4)
    PC1 > -0.430681
    PC10 > -0.7069036
    PC15 <= -2.286187
    PC16 <= -0.06921371
    PC93 > 0.4461545
    ->  class 1\|0  [0.923]

Rule 25/117: (10.6, lift 22.3)
    PC1 > -0.430681
    PC3 <= 0.7407557
    PC9 > 0.2649656
    PC21 > 0.9153184
    ->  class 1\|0  [0.921]

Rule 25/118: (40.1/2.4, lift 22.3)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC11 <= 1.077555
    PC16 <= -0.06921371
    PC38 > 0.4342196
    PC45 <= 0.3952569
    ->  class 1\|0  [0.920]

Rule 25/119: (77.1/6.6, lift 21.9)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC7 > -7.573264
    PC10 > -0.3454105
    PC11 <= 1.077555
    PC15 > -3.157014
    PC16 <= -0.06921371
    PC45 <= 0.3952569
    PC62 > -0.4595099
    PC78 <= -0.169979
    ->  class 1\|0  [0.904]

Rule 25/120: (51.7/5.7, lift 21.2)
    PC2 > 2.5099
    PC3 > 1.640775
    PC8 > -3.620445
    PC16 <= -0.02748807
    PC47 > -0.295758
    PC77 <= 0.7041603
    PC79 <= 0.01465963
    PC94 <= 0.1432274
    ->  class 1\|0  [0.876]

Rule 25/121: (5.3, lift 20.9)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.02748807
    PC77 <= 0.7041603
    PC97 <= -1.930828
    ->  class 1\|0  [0.863]

Rule 25/122: (4.8, lift 20.7)
    PC1 > 11.12104
    PC6 <= -1.50737
    PC21 <= 0.9153184
    PC71 > -1.227495
    PC99 <= -1.943437
    ->  class 1\|0  [0.853]

Rule 25/123: (52.6/12.6, lift 18.2)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC7 > -7.573264
    PC11 <= 1.077555
    PC16 <= -0.06921371
    PC21 <= 0.9153184
    PC45 <= 0.3952569
    PC62 <= -0.4595099
    ->  class 1\|0  [0.752]

Rule 25/124: (134, lift 15.1)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.02748807
    PC65 <= -0.04479048
    PC79 > 0.01465963
    PC97 > -1.930828
    ->  class 1\|1  [0.993]

Rule 25/125: (256.1/2.4, lift 15.0)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.02748807
    PC48 <= 0.2157489
    PC94 > 0.1432274
    ->  class 1\|1  [0.987]

Rule 25/126: (72, lift 15.0)
    PC1 > -0.430681
    PC7 > -5.020498
    PC10 > -0.7069036
    PC11 > 1.077555
    PC15 > -3.157014
    PC16 <= -0.06921371
    PC22 <= -0.05790386
    PC42 <= 0.1606697
    ->  class 1\|1  [0.986]

Rule 25/127: (88.7/0.2, lift 15.0)
    PC2 > 2.5099
    PC8 <= -3.620445
    PC16 <= -0.02748807
    PC48 <= 0.2157489
    ->  class 1\|1  [0.986]

Rule 25/128: (365.1/5.5, lift 14.9)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC7 > -7.573264
    PC10 > -0.3454105
    PC11 <= 1.077555
    PC15 > -3.157014
    PC16 <= -0.06921371
    PC21 <= 0.9153184
    PC38 <= 0.4342196
    PC50 <= 0.2316995
    PC62 > -0.4595099
    PC66 <= 0.6217367
    PC69 > -0.6320137
    PC78 > -0.169979
    PC85 <= 0.6241479
    PC87 > -1.114687
    PC93 <= 0.4461545
    ->  class 1\|1  [0.982]

Rule 25/129: (356.4/5.4, lift 14.9)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC7 > -7.573264
    PC10 > -0.3454105
    PC11 <= 1.077555
    PC15 > -2.286187
    PC16 <= -0.06921371
    PC21 <= 0.9153184
    PC38 <= 0.4342196
    PC50 <= 0.2316995
    PC66 <= 0.6217367
    PC69 > -0.6320137
    PC78 > -0.169979
    PC87 > -1.114687
    ->  class 1\|1  [0.982]

Rule 25/130: (51.1, lift 14.9)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.02748807
    PC33 <= -0.5413352
    ->  class 1\|1  [0.981]

Rule 25/131: (45.7, lift 14.8)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.02748807
    PC30 > -0.2412564
    PC33 <= 0.843222
    PC69 <= 1.456935
    PC85 > -0.01527319
    ->  class 1\|1  [0.979]

Rule 25/132: (28.2, lift 14.7)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.02748807
    PC77 > 0.7041603
    ->  class 1\|1  [0.967]

Rule 25/133: (115.1/3, lift 14.6)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.02748807
    PC47 <= -0.295758
    PC48 <= 0.2157489
    ->  class 1\|1  [0.966]

Rule 25/134: (27, lift 14.6)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.02748807
    PC25 <= -0.03263944
    PC47 > -0.295758
    PC94 <= 0.1432274
    ->  class 1\|1  [0.965]

Rule 25/135: (154.7/4.5, lift 14.6)
    PC3 > 1.640775
    PC16 <= -0.02748807
    PC88 > 0.2952977
    ->  class 1\|1  [0.965]

Rule 25/136: (174/5.4, lift 14.6)
    PC3 > 1.640775
    PC16 <= -0.02748807
    PC30 > -0.2412564
    PC33 > -0.5413352
    PC39 <= -0.04002334
    PC48 <= 0.2157489
    PC77 <= 0.7041603
    PC80 <= 0.8600772
    PC94 <= 0.1432274
    ->  class 1\|1  [0.963]

Rule 25/137: (24.1, lift 14.6)
    PC3 > 1.640775
    PC16 <= -0.02748807
    PC33 > 0.843222
    PC80 <= 0.8600772
    ->  class 1\|1  [0.962]

Rule 25/138: (22.2, lift 14.5)
    PC3 > 0.6922847
    PC12 > 2.986485
    PC15 > -3.157014
    PC57 > -1.088154
    ->  class 1\|1  [0.959]

Rule 25/139: (105/4.9, lift 14.3)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.02748807
    PC26 > 0.04895893
    PC30 > -0.2412564
    PC48 <= 0.2157489
    PC80 <= 0.8600772
    ->  class 1\|1  [0.945]

Rule 25/140: (25.2/0.7, lift 14.2)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.02748807
    PC48 <= 0.2157489
    PC92 > 0.5065197
    ->  class 1\|1  [0.937]

Rule 25/141: (44.5/2, lift 14.2)
    PC2 <= 2.5099
    PC3 > 0.6922847
    PC57 > -1.088154
    PC60 <= -0.162758
    PC65 <= 0.06005301
    PC79 > 0.1805173
    ->  class 1\|1  [0.935]

Rule 25/142: (79.7/5.4, lift 14.0)
    PC2 <= 2.5099
    PC3 > 0.6922847
    PC10 > -0.7069036
    PC45 <= -0.4924593
    PC57 > -1.088154
    PC65 > 0.06005301
    ->  class 1\|1  [0.921]

Rule 25/143: (10.5, lift 13.9)
    PC2 <= 2.5099
    PC10 <= -0.3454105
    PC15 > -3.157014
    PC16 <= -0.06921371
    PC81 <= -0.764167
    ->  class 1\|1  [0.915]

Rule 25/144: (9.2, lift 13.8)
    PC3 > 1.640775
    PC30 > -0.2412564
    PC48 <= 0.2157489
    PC69 > 1.456935
    PC80 <= 0.8600772
    ->  class 1\|1  [0.910]

Rule 25/145: (46.6/7.4, lift 12.6)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -0.02748807
    PC16 <= 1.26344
    PC26 <= 0.9802921
    PC51 > -0.7567238
    PC83 > -0.4204092
    PC99 <= 0.8364246
    ->  class 1\|1  [0.828]

Rule 25/146: (9.8/2.2, lift 11.0)
    PC1 <= -0.430681
    PC2 > -0.2809945
    PC2 <= 2.5099
    PC8 <= 0.281482
    PC44 > -0.2477247
    ->  class 1\|1  [0.729]

Rule 25/147: (43.1/12.1, lift 10.8)
    PC6 > 5.368485
    PC8 <= 0.5793092
    PC15 <= -3.157014
    ->  class 1\|1  [0.709]

Rule 25/148: (307/140.8, lift 8.2)
    PC1 > 11.12104
    PC3 <= 0.6922847
    PC10 > -0.7069036
    PC15 > -3.157014
    ->  class 1\|1  [0.541]

Rule 25/149: (75.6, lift 17.7)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > 1.26344
    PC51 > -0.7567238
    ->  class 1\|2  [0.987]

Rule 25/150: (53, lift 17.6)
    PC2 <= 2.5099
    PC13 <= -0.06920971
    PC15 > -1.299245
    PC16 <= -0.06921371
    PC21 <= 0.9153184
    PC45 > 0.3952569
    ->  class 1\|2  [0.982]

Rule 25/151: (49.6, lift 17.6)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC7 <= 1.252206
    PC10 > -0.7069036
    PC16 > -0.06921371
    PC45 > -0.4924593
    PC54 > 0.03185932
    PC57 > -1.088154
    PC89 <= -0.3272434
    ->  class 1\|2  [0.981]

Rule 25/152: (60.5/0.2, lift 17.6)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -0.02748807
    PC26 > 0.9802921
    PC51 > -0.7567238
    ->  class 1\|2  [0.980]

Rule 25/153: (45, lift 17.6)
    PC2 <= 2.5099
    PC3 > 0.6922847
    PC45 > -0.4924593
    PC49 > 0.6308492
    PC54 > 0.03185932
    PC57 > -1.088154
    PC98 > -0.132918
    ->  class 1\|2  [0.979]

Rule 25/154: (45.2, lift 17.6)
    PC3 > 9.508333
    PC16 > -0.02748807
    PC51 <= -0.7567238
    ->  class 1\|2  [0.979]

Rule 25/155: (43.3, lift 17.6)
    PC3 > 0.6922847
    PC16 > -0.06921371
    PC45 > -0.4924593
    PC46 > 0.8680487
    PC49 > 0.6308492
    PC57 > -1.088154
    ->  class 1\|2  [0.978]

Rule 25/156: (42.7, lift 17.5)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -0.02748807
    PC51 > -0.7567238
    PC99 > 0.8364246
    ->  class 1\|2  [0.978]

Rule 25/157: (39.4, lift 17.5)
    PC1 > 11.12104
    PC3 <= 0.6922847
    PC6 > -1.50737
    PC16 > -0.06921371
    ->  class 1\|2  [0.976]

Rule 25/158: (38.8, lift 17.5)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -0.02748807
    PC60 <= -0.9066795
    ->  class 1\|2  [0.976]

Rule 25/159: (75.6/0.9, lift 17.5)
    PC2 <= 2.5099
    PC8 > -5.625447
    PC10 <= -0.7069036
    PC14 > 2.051948
    PC15 > -3.157014
    PC49 > -1.030473
    ->  class 1\|2  [0.975]

Rule 25/160: (38.4, lift 17.5)
    PC3 > 0.6922847
    PC11 <= -2.6544
    PC16 > -0.06921371
    PC65 > 0.06005301
    ->  class 1\|2  [0.975]

Rule 25/161: (34.4, lift 17.5)
    PC2 <= 2.5099
    PC3 > 0.6922847
    PC4 > 0.8657938
    PC16 > -0.06921371
    PC45 > -0.4924593
    ->  class 1\|2  [0.972]

Rule 25/162: (262.4/7.4, lift 17.4)
    PC2 <= 2.5099
    PC3 > 0.6922847
    PC12 <= 2.986485
    PC15 > -3.157014
    PC15 <= 3.877999
    PC16 > -0.06921371
    PC21 <= 0.9153184
    PC65 <= 0.06005301
    PC79 <= 0.1805173
    ->  class 1\|2  [0.968]

Rule 25/163: (28.9, lift 17.4)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -0.02748807
    PC51 > -0.7567238
    PC83 <= -0.4204092
    ->  class 1\|2  [0.968]

Rule 25/164: (27.8, lift 17.4)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -0.02748807
    PC68 <= -1.906004
    ->  class 1\|2  [0.966]

Rule 25/165: (22, lift 17.2)
    PC5 <= -6.601229
    PC16 > -0.02748807
    PC51 <= -0.7567238
    ->  class 1\|2  [0.958]

Rule 25/166: (21.5, lift 17.2)
    PC7 <= -5.020498
    PC10 > -0.7069036
    PC11 > 1.077555
    PC21 <= 0.9153184
    PC45 <= 0.3952569
    ->  class 1\|2  [0.957]

Rule 25/167: (15, lift 16.9)
    PC3 > 0.6922847
    PC7 <= 1.252206
    PC16 > -0.06921371
    PC53 > 0.9870729
    PC65 > 0.06005301
    ->  class 1\|2  [0.941]

Rule 25/168: (110.6/6.2, lift 16.8)
    PC2 <= 2.5099
    PC3 > 0.6922847
    PC16 > -0.06921371
    PC45 > -0.4924593
    PC47 <= 1.281413
    PC49 > 0.6308492
    PC57 > -1.088154
    PC79 <= 0.254708
    PC93 > -0.4926305
    PC100 > -0.02614878
    ->  class 1\|2  [0.936]

Rule 25/169: (138.1/8.2, lift 16.8)
    PC2 <= 2.5099
    PC3 > 0.6922847
    PC12 <= 2.986485
    PC16 > -0.06921371
    PC57 > -1.088154
    PC60 > -0.162758
    PC65 <= 0.06005301
    PC80 > -1.360059
    ->  class 1\|2  [0.934]

Rule 25/170: (40.9/2.1, lift 16.7)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC21 <= 0.9153184
    PC54 > 0.03185932
    PC61 <= -0.8250551
    PC65 > 0.06005301
    ->  class 1\|2  [0.929]

Rule 25/171: (36.5/1.8, lift 16.6)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC10 > -0.7069036
    PC11 > 1.077555
    PC16 <= -0.06921371
    PC21 <= 0.9153184
    PC22 > -0.05790386
    ->  class 1\|2  [0.927]

Rule 25/172: (50.6/3.2, lift 16.5)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC10 > -0.7069036
    PC11 > 1.077555
    PC16 <= -0.06921371
    PC42 > 0.1606697
    PC45 <= 0.3952569
    ->  class 1\|2  [0.919]

Rule 25/173: (9.5, lift 16.4)
    PC2 <= 2.5099
    PC3 > 0.6922847
    PC15 > -3.157014
    PC16 > -0.06921371
    PC22 <= 2.747152
    PC57 <= -1.088154
    ->  class 1\|2  [0.913]

Rule 25/174: (30.2/2.1, lift 16.2)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.02748807
    PC48 > 0.2157489
    PC88 <= 0.2952977
    ->  class 1\|2  [0.904]

Rule 25/175: (7.2, lift 16.0)
    PC2 <= 2.5099
    PC9 <= -2.617393
    PC15 <= -3.157014
    PC50 <= -0.4994218
    ->  class 1\|2  [0.891]

Rule 25/176: (223.4/23.6, lift 16.0)
    PC2 <= 2.5099
    PC3 > 0.6922847
    PC16 > -0.06921371
    PC57 > -1.088154
    PC77 <= -0.239746
    ->  class 1\|2  [0.891]

Rule 25/177: (29.9/5.6, lift 14.2)
    PC2 <= 2.5099
    PC3 > 0.6922847
    PC7 > 1.252206
    PC16 > -0.06921371
    PC65 > 0.06005301
    PC77 > -0.239746
    ->  class 1\|2  [0.794]

Rule 25/178: (61.4/15.5, lift 13.3)
    PC2 <= 2.5099
    PC7 <= -7.573264
    PC21 <= 0.9153184
    ->  class 1\|2  [0.739]

Rule 25/179: (59.4, lift 14.4)
    PC1 > -0.430681
    PC8 > -0.8013418
    PC15 > 3.877999
    PC16 > -0.06921371
    ->  class 1\|3  [0.984]

Rule 25/180: (18.8, lift 13.9)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC15 > -3.157014
    PC57 > -1.088154
    PC65 <= 0.06005301
    PC80 <= -1.360059
    ->  class 1\|3  [0.952]

Rule 25/181: (157.9/7.2, lift 13.9)
    PC2 > 2.5099
    PC3 > 1.640775
    PC3 <= 9.508333
    PC5 > -6.601229
    PC51 <= -0.7567238
    PC60 > -0.9066795
    PC68 > -1.906004
    ->  class 1\|3  [0.949]

Rule 25/182: (32.4/10.6, lift 9.7)
    PC3 > 0.7407557
    PC10 > -0.7069036
    PC21 > 0.9153184
    ->  class 1\|3  [0.664]

Rule 25/183: (4574.2/3360.3, lift 3.9)
    PC1 > -0.430681
    PC2 <= 2.5099
    ->  class 1\|3  [0.265]

Rule 25/184: (159.8, lift 13.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.281482
    PC10 <= -0.2740306
    PC68 > 0.3035959
    ->  class 2\|0  [0.993]

Rule 25/185: (106.4, lift 13.5)
    PC1 <= -0.430681
    PC8 > 0.281482
    PC19 <= -0.6017641
    PC45 <= -0.1791222
    PC88 > -0.4269749
    ->  class 2\|0  [0.991]

Rule 25/186: (74, lift 13.5)
    PC1 > -0.430681
    PC9 <= 0.2649656
    PC10 > -0.7069036
    PC12 > -1.954119
    PC21 > 0.9153184
    PC62 <= 0.1553375
    PC71 > -0.7803868
    PC79 > -0.3155009
    ->  class 2\|0  [0.987]

Rule 25/187: (57.1, lift 13.4)
    PC8 > 1.292652
    PC10 <= -0.2740306
    PC82 <= -0.4558334
    ->  class 2\|0  [0.983]

Rule 25/188: (554.7/9.8, lift 13.4)
    PC2 <= 2.5099
    PC8 > 0.281482
    PC11 > -0.4004431
    PC16 <= 0.5499262
    PC19 <= -0.6017641
    PC20 <= 0.08323355
    PC30 <= 0.1637613
    PC60 > -0.3799267
    PC61 > -1.071619
    PC71 <= 0.9060505
    ->  class 2\|0  [0.981]

Rule 25/189: (255.7/6.9, lift 13.2)
    PC8 > 0.281482
    PC11 > -0.4004431
    PC16 <= 0.5499262
    PC19 <= -0.6017641
    PC20 <= -0.01699446
    PC30 <= 0.4553676
    PC35 > 0.04186293
    PC37 <= -0.1446801
    PC60 > -0.3799267
    PC61 > -1.071619
    PC64 <= 0.1631444
    PC71 <= 0.9060505
    PC77 > -0.8739405
    ->  class 2\|0  [0.969]

Rule 25/190: (57.8/0.9, lift 13.2)
    PC1 <= -0.430681
    PC8 > 1.292652
    PC10 <= -0.2740306
    PC24 <= -0.1746948
    ->  class 2\|0  [0.968]

Rule 25/191: (26.3, lift 13.2)
    PC8 > 1.292652
    PC10 <= -0.2608784
    PC19 <= -0.6017641
    PC60 <= -0.3799267
    ->  class 2\|0  [0.965]

Rule 25/192: (19.3, lift 13.0)
    PC2 <= 0.7678564
    PC10 <= -0.7069036
    PC14 <= 2.051948
    PC15 > -3.157014
    PC27 > 0.2849731
    PC29 <= -0.09987281
    ->  class 2\|0  [0.953]

Rule 25/193: (17.1, lift 12.9)
    PC1 <= -0.430681
    PC2 > -0.1525462
    PC8 > 1.292652
    ->  class 2\|0  [0.948]

Rule 25/194: (14.2, lift 12.8)
    PC1 > -0.430681
    PC1 <= 11.12104
    PC2 <= 2.5099
    PC3 <= 0.6922847
    PC8 > -0.3640697
    PC10 > -0.7069036
    PC16 > -0.06921371
    PC58 <= -0.08922733
    ->  class 2\|0  [0.938]

Rule 25/195: (48.9/2.2, lift 12.8)
    PC1 <= -0.430681
    PC8 > 1.292652
    PC17 > -0.7044799
    PC20 <= 0.08323355
    PC26 <= 4.165228
    PC69 > 0.3280344
    ->  class 2\|0  [0.937]

Rule 25/196: (120/7.3, lift 12.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.281482
    PC10 <= -0.2740306
    PC37 <= 0.04729003
    ->  class 2\|0  [0.932]

Rule 25/197: (12.2, lift 12.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.281482
    PC16 <= -0.6350949
    PC19 > -0.6017641
    PC20 <= 0.08323355
    ->  class 2\|0  [0.930]

Rule 25/198: (53.7/3.1, lift 12.7)
    PC2 <= 2.5099
    PC8 > 1.292652
    PC11 > -0.4004431
    PC17 > 0.4774725
    PC19 <= -0.6017641
    PC20 <= 0.08323355
    PC26 <= 4.165228
    ->  class 2\|0  [0.927]

Rule 25/199: (23.8/1.5, lift 12.4)
    PC1 <= -0.430681
    PC8 > 5.296233
    PC19 > -0.6017641
    PC20 <= 0.08323355
    ->  class 2\|0  [0.904]

Rule 25/200: (16.2/2.3, lift 11.2)
    PC1 <= -0.430681
    PC8 > 1.292652
    PC17 > -0.7044799
    PC20 <= 0.08323355
    PC28 <= -0.1569469
    PC69 <= 0.3280344
    ->  class 2\|0  [0.817]

Rule 25/201: (65.6, lift 9.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.053633
    PC12 > 5.358043
    ->  class 2\|1  [0.985]

Rule 25/202: (33, lift 9.7)
    PC1 > -0.430681
    PC3 <= 0.7407557
    PC9 <= 0.2649656
    PC10 > -0.7069036
    PC21 > 0.9153184
    PC62 > 0.1553375
    ->  class 2\|1  [0.971]

Rule 25/203: (25.3, lift 9.6)
    PC2 <= 2.5099
    PC8 > -2.053633
    PC43 > -1.260705
    PC95 > 3.116251
    ->  class 2\|1  [0.963]

Rule 25/204: (14.4, lift 9.4)
    PC1 > -0.430681
    PC15 > -3.157014
    PC21 > 0.9153184
    PC71 <= -0.7803868
    ->  class 2\|1  [0.939]

Rule 25/205: (19.2/0.7, lift 9.2)
    PC2 <= 2.5099
    PC8 > -2.053633
    PC9 <= 9.952705
    PC44 <= -0.2477247
    PC84 > 2.335635
    ->  class 2\|1  [0.918]

Rule 25/206: (44.7/3.7, lift 9.0)
    PC1 <= -0.430681
    PC8 > 1.292652
    PC19 <= -0.6017641
    PC30 > 0.1637613
    PC37 > -0.1446801
    ->  class 2\|1  [0.898]

Rule 25/207: (72.2/8.6, lift 8.7)
    PC2 <= -9.307465
    ->  class 2\|1  [0.871]

Rule 25/208: (5.5, lift 8.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.1655254
    PC8 <= 0.281482
    PC28 <= -0.1244157
    PC44 <= -0.2477247
    ->  class 2\|1  [0.868]

Rule 25/209: (32.3/4, lift 8.5)
    PC2 <= 2.5099
    PC8 > -2.053633
    PC8 <= 0.281482
    PC9 <= 5.648268
    PC21 > 1.50095
    PC67 > 0.3653468
    PC68 > -1.318275
    ->  class 2\|1  [0.854]

Rule 25/210: (67.6/13.6, lift 7.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.053633
    PC8 <= 0.281482
    PC9 <= 5.648268
    PC43 > -1.260705
    PC66 > -1.716099
    PC87 <= -0.8339931
    ->  class 2\|1  [0.791]

Rule 25/211: (29.1/5.5, lift 7.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.053633
    PC8 <= 0.281482
    PC9 <= 5.648268
    PC58 > -1.09718
    PC59 <= -0.7404553
    ->  class 2\|1  [0.790]

Rule 25/212: (14.1/3.4, lift 7.3)
    PC8 > -2.053633
    PC9 > 9.952705
    PC29 <= 0.2790949
    PC44 <= -0.2477247
    ->  class 2\|1  [0.725]

Rule 25/213: (50.6/14.9, lift 7.0)
    PC1 > -0.430681
    PC1 <= 11.12104
    PC2 <= 2.5099
    PC3 <= 0.6922847
    PC8 > -0.3640697
    PC10 > -0.7069036
    PC16 > -0.06921371
    PC21 <= 0.9153184
    PC46 > -0.3936358
    PC58 > -0.08922733
    ->  class 2\|1  [0.698]

Rule 25/214: (3001.5/1438.5, lift 5.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.281482
    ->  class 2\|1  [0.521]

Rule 25/215: (111.2, lift 10.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= 0.281482
    PC19 > -3.647172
    PC20 > 0.03673479
    PC34 <= 0.873229
    PC68 <= -1.318275
    PC87 > -0.8339931
    ->  class 2\|2  [0.991]

Rule 25/216: (78.8, lift 10.9)
    PC1 <= -0.430681
    PC2 > -9.307465
    PC2 <= 2.5099
    PC8 > -2.053633
    PC8 <= 0.281482
    PC21 <= -1.168543
    PC29 <= 0.2790949
    PC55 > -0.6126752
    PC56 > -0.7253499
    PC67 <= 0.3653468
    ->  class 2\|2  [0.988]

Rule 25/217: (44.5/0.2, lift 10.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.053633
    PC9 <= 5.648268
    PC51 > 0.5273523
    PC84 <= 0.2193472
    PC87 > -0.8339931
    ->  class 2\|2  [0.973]

Rule 25/218: (40.3/0.2, lift 10.7)
    PC1 <= -0.430681
    PC8 > -2.053633
    PC8 <= 0.281482
    PC9 <= 9.952705
    PC41 > 2.147295
    PC44 <= -0.2477247
    PC76 > 0.4107093
    ->  class 2\|2  [0.971]

Rule 25/219: (65.2/1, lift 10.7)
    PC1 <= -0.430681
    PC2 <= -1.257818
    PC8 > 0.281482
    PC8 <= 2.272961
    PC20 > 0.08323355
    PC35 > -0.6260197
    PC44 <= 0.802502
    PC51 > 0.4598384
    ->  class 2\|2  [0.970]

Rule 25/220: (32.4, lift 10.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.053633
    PC8 <= 0.281482
    PC12 <= -1.185554
    PC29 > 0.2790949
    ->  class 2\|2  [0.970]

Rule 25/221: (30.1, lift 10.7)
    PC2 <= -0.2809945
    PC8 > 0.2007374
    PC8 <= 0.281482
    PC30 <= 0.2754268
    PC43 > -1.260705
    PC46 <= 0.49885
    PC51 <= 0.5273523
    PC100 > -0.7762271
    ->  class 2\|2  [0.968]

Rule 25/222: (26.4, lift 10.6)
    PC1 > -0.430681
    PC1 <= 11.12104
    PC2 <= 2.5099
    PC3 <= 0.6922847
    PC8 <= -0.3640697
    PC10 > -0.7069036
    PC33 <= 0.9092562
    PC46 > -0.3936358
    PC70 > 0.1453745
    ->  class 2\|2  [0.965]

Rule 25/223: (155/4.9, lift 10.6)
    PC1 <= -0.430681
    PC2 > -9.307465
    PC2 <= 2.5099
    PC8 > -2.053633
    PC8 <= -0.1655254
    PC9 <= -1.020931
    PC12 <= 5.358043
    PC44 <= -0.2477247
    PC76 <= 0.4107093
    ->  class 2\|2  [0.962]

Rule 25/224: (21.6, lift 10.5)
    PC2 <= -0.2809945
    PC8 > -2.053633
    PC8 <= 0.281482
    PC58 > -1.09718
    PC66 <= -1.716099
    ->  class 2\|2  [0.955]

Rule 25/225: (41.1/1.1, lift 10.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.281482
    PC8 <= 1.292652
    PC19 > -0.8355679
    PC20 <= 0.08323355
    PC48 <= 0.1582262
    PC61 <= 0.8846653
    PC65 > 0.08551688
    PC69 > -0.07135707
    ->  class 2\|2  [0.952]

Rule 25/226: (20.5/0.1, lift 10.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.053633
    PC8 <= 0.281482
    PC44 > -0.2477247
    PC56 <= -0.7253499
    PC58 > -1.09718
    PC59 > -0.7404553
    PC68 > -1.318275
    PC84 <= 0.2193472
    ->  class 2\|2  [0.951]

Rule 25/227: (17.9, lift 10.5)
    PC1 <= -0.430681
    PC2 > -9.307465
    PC2 <= 2.5099
    PC8 > -2.053633
    PC8 <= 0.281482
    PC45 <= 0.2480852
    PC46 <= 0.49885
    PC49 > 0.4144312
    PC55 > -0.6126752
    PC56 > -0.7253499
    PC84 <= 0.2193472
    PC87 > -0.8339931
    ->  class 2\|2  [0.950]

Rule 25/228: (17.2, lift 10.4)
    PC1 <= -0.430681
    PC2 <= -1.257818
    PC8 > 0.281482
    PC8 <= 2.272961
    PC20 > 0.08323355
    PC44 <= 0.802502
    PC47 > -0.469431
    PC55 <= -0.4903698
    PC89 <= 0.3423431
    ->  class 2\|2  [0.948]

Rule 25/229: (253.7/14, lift 10.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.053633
    PC8 <= 0.281482
    PC13 > -0.3440573
    PC19 > -3.647172
    PC21 <= 1.50095
    PC67 > 0.3653468
    PC68 <= 0.3225138
    PC86 <= 0.6070151
    PC87 > -0.8339931
    ->  class 2\|2  [0.941]

Rule 25/230: (30.7/1.2, lift 10.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.053633
    PC8 <= 0.281482
    PC44 > -0.2477247
    PC56 > -0.7253499
    PC84 <= 0.2193472
    PC87 > -0.8339931
    PC100 <= -0.7762271
    ->  class 2\|2  [0.933]

Rule 25/231: (37.7/1.8, lift 10.2)
    PC1 <= -0.430681
    PC2 <= -1.257818
    PC8 > 0.281482
    PC8 <= 2.272961
    PC20 > 0.08323355
    PC35 > -0.6260197
    PC44 <= 0.802502
    PC47 > -0.469431
    PC78 > 0.5161648
    ->  class 2\|2  [0.929]

Rule 25/232: (11.3, lift 10.2)
    PC1 <= -0.430681
    PC8 > 0.281482
    PC8 <= 1.292652
    PC11 <= -2.491021
    PC69 <= -0.07135707
    ->  class 2\|2  [0.925]

Rule 25/233: (74.4/5.3, lift 10.1)
    PC2 <= 2.5099
    PC8 > -3.491543
    PC8 <= -2.053633
    PC15 <= 0.7303821
    PC25 > 0.1588264
    PC42 <= 0.01354714
    PC45 > 0.0398227
    PC68 <= 2.713766
    PC99 > -1.237636
    ->  class 2\|2  [0.918]

Rule 25/234: (9.6, lift 10.1)
    PC2 <= 2.5099
    PC8 > -3.491543
    PC8 <= -2.053633
    PC72 <= -6.276124
    ->  class 2\|2  [0.914]

Rule 25/235: (9.6, lift 10.1)
    PC1 <= -0.430681
    PC2 <= -1.257818
    PC3 > 0.2418556
    PC8 > 0.281482
    PC8 <= 2.272961
    PC20 > 0.08323355
    PC44 <= 0.802502
    PC47 > -0.469431
    PC51 <= 0.4598384
    ->  class 2\|2  [0.913]

Rule 25/236: (107.1/8.6, lift 10.1)
    PC8 > -2.053633
    PC8 <= 0.281482
    PC9 > 5.648268
    PC12 <= 5.358043
    PC19 > -3.647172
    PC34 <= 0.873229
    PC44 > -0.2477247
    PC58 > -1.09718
    PC95 <= 3.116251
    ->  class 2\|2  [0.912]

Rule 25/237: (59.3/4.6, lift 10.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= 2.272961
    PC20 > 0.08323355
    PC40 <= -1.557652
    PC47 > -0.469431
    ->  class 2\|2  [0.909]

Rule 25/238: (59.5/4.8, lift 10.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.281482
    PC8 <= 2.272961
    PC20 > 0.4143142
    PC44 <= 0.802502
    ->  class 2\|2  [0.906]

Rule 25/239: (74.5/7, lift 9.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.281482
    PC8 <= 2.272961
    PC20 > 0.08323355
    PC35 > -0.6260197
    PC44 <= 0.802502
    PC89 > 0.3423431
    ->  class 2\|2  [0.895]

Rule 25/240: (119.3/12.9, lift 9.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.281482
    PC8 <= 2.272961
    PC18 > -0.07287568
    PC20 > 0.08323355
    PC44 <= 0.802502
    PC47 > -0.469431
    PC81 > 0.0537382
    PC89 <= 0.3423431
    ->  class 2\|2  [0.885]

Rule 25/241: (7.8/0.2, lift 9.7)
    PC2 <= 2.5099
    PC8 > 1.292652
    PC17 <= -0.7044799
    PC20 <= 0.08323355
    PC77 <= -0.717634
    ->  class 2\|2  [0.881]

Rule 25/242: (663.7/81.3, lift 9.7)
    PC1 <= -0.430681
    PC2 > -9.307465
    PC2 <= 2.5099
    PC8 > -2.053633
    PC8 <= 0.281482
    PC9 <= 9.952705
    PC12 <= 5.358043
    PC19 > -3.647172
    PC28 > -0.1244157
    PC33 <= 0.4931622
    PC34 <= 0.873229
    PC44 <= -0.2477247
    PC76 <= 0.4107093
    PC84 <= 2.335635
    ->  class 2\|2  [0.876]

Rule 25/243: (16.3/1.8, lift 9.3)
    PC1 <= -0.430681
    PC8 > 2.246104
    PC8 <= 2.272961
    PC20 > 0.08323355
    PC47 > -0.469431
    ->  class 2\|2  [0.848]

Rule 25/244: (14.4/1.5, lift 9.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -3.491543
    PC8 <= -2.053633
    PC25 <= 0.1588264
    PC27 <= -0.3765402
    PC62 > -0.491961
    ->  class 2\|2  [0.848]

Rule 25/245: (5.8/0.2, lift 9.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.281482
    PC8 <= 1.292652
    PC61 > 0.8017409
    PC61 <= 0.8846653
    ->  class 2\|2  [0.847]

Rule 25/246: (5.8/0.3, lift 9.2)
    PC1 <= -0.430681
    PC8 > 0.281482
    PC8 <= 1.292652
    PC20 <= 0.08323355
    PC61 <= 0.8846653
    PC68 <= -2.148863
    ->  class 2\|2  [0.832]

Rule 25/247: (106.2/19.1, lift 9.0)
    PC1 <= -0.430681
    PC2 > -9.307465
    PC2 <= 2.5099
    PC8 > -2.053633
    PC8 <= 0.281482
    PC29 <= 0.2790949
    PC45 > 0.2480852
    PC55 > -0.6126752
    PC58 > -1.09718
    PC59 > -0.7404553
    PC84 <= 0.2193472
    PC87 > -0.8339931
    ->  class 2\|2  [0.814]

Rule 25/248: (7.3/0.9, lift 8.7)
    PC1 <= -0.430681
    PC8 > -3.491543
    PC8 <= -2.053633
    PC44 > -1.267251
    PC56 > 0.7649021
    ->  class 2\|2  [0.791]

Rule 25/249: (75.7/15.5, lift 8.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.053633
    PC8 <= 0.281482
    PC28 <= -0.1047969
    PC44 > -0.2477247
    PC55 > -0.6126752
    PC84 <= 0.2193472
    PC100 > -0.7762271
    ->  class 2\|2  [0.787]

Rule 25/250: (158.2/33.3, lift 8.7)
    PC1 <= -0.430681
    PC2 > -9.307465
    PC2 <= 2.5099
    PC8 > -3.491543
    PC8 <= 0.281482
    PC58 > 0.5896431
    ->  class 2\|2  [0.786]

Rule 25/251: (9.2/2.8, lift 7.3)
    PC2 <= -8.207625
    PC8 > 2.272961
    PC20 > 0.08323355
    ->  class 2\|2  [0.665]

Rule 25/252: (24.6/8.6, lift 7.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.281482
    PC8 <= 1.292652
    PC19 > -0.8355679
    PC61 <= 0.8846653
    PC85 <= -1.073961
    ->  class 2\|2  [0.638]

Rule 25/253: (150, lift 8.2)
    PC2 <= 2.5099
    PC8 <= -3.491543
    PC11 > -4.127287
    PC27 <= 0.7294041
    PC44 <= 0.8318985
    PC46 <= 0.413817
    PC88 > 0.1388246
    ->  class 2\|3  [0.993]

Rule 25/254: (123, lift 8.2)
    PC1 <= -0.430681
    PC2 <= -0.2809945
    PC8 > -2.053633
    PC8 <= 0.281482
    PC12 <= 5.358043
    PC29 <= 0.2790949
    PC43 > -1.260705
    PC51 <= 0.5273523
    PC55 <= -0.6126752
    PC56 > -0.7253499
    PC58 > -1.09718
    PC67 <= 0.3653468
    PC87 > -0.8339931
    ->  class 2\|3  [0.992]

Rule 25/255: (69.1, lift 8.1)
    PC1 <= -0.430681
    PC8 <= -2.053633
    PC11 > -4.127287
    PC17 > 0.3029955
    PC44 <= 0.8318985
    PC46 <= 0.413817
    PC49 > 0.1093639
    ->  class 2\|3  [0.986]

Rule 25/256: (55.3, lift 8.1)
    PC2 <= 2.5099
    PC8 > -2.053633
    PC8 <= 0.281482
    PC12 <= 5.358043
    PC15 > 0.4805132
    PC34 <= 0.873229
    PC44 > -0.2477247
    PC58 <= -1.09718
    ->  class 2\|3  [0.983]

Rule 25/257: (25.6, lift 7.9)
    PC1 <= -0.430681
    PC8 <= -2.053633
    PC22 <= -1.367747
    PC44 > 0.8318985
    PC96 <= 0.303962
    ->  class 2\|3  [0.964]

Rule 25/258: (100.2/3.6, lift 7.9)
    PC1 > -0.430681
    PC1 <= 11.12104
    PC3 <= 0.6922847
    PC8 <= -0.3640697
    PC15 > -3.157014
    PC16 > -0.06921371
    PC21 <= 0.9153184
    PC46 > -0.3936358
    PC59 > -0.2559464
    PC70 <= 0.1453745
    ->  class 2\|3  [0.955]

Rule 25/259: (80.9/3.4, lift 7.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.053633
    PC8 <= -0.1655254
    PC9 > -1.020931
    PC10 <= 0.2830673
    PC12 <= 5.358043
    PC19 > -3.647172
    PC68 > 0.1161592
    ->  class 2\|3  [0.947]

Rule 25/260: (89.5/5, lift 7.7)
    PC8 <= -2.053633
    PC10 > -0.7895166
    PC36 > -0.5941353
    PC58 <= 0.5896431
    PC72 > -6.276124
    PC99 <= -1.237636
    ->  class 2\|3  [0.934]

Rule 25/261: (10.9, lift 7.6)
    PC1 > -0.430681
    PC8 <= -5.625447
    PC14 > 2.051948
    ->  class 2\|3  [0.923]

Rule 25/262: (48.1/3.2, lift 7.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= 0.281482
    PC12 <= 5.358043
    PC13 <= -0.3440573
    PC19 > -3.647172
    PC29 <= 0.2790949
    PC34 <= 0.873229
    PC44 > -0.2477247
    PC67 > 0.3653468
    ->  class 2\|3  [0.917]

Rule 25/263: (27.5/2.1, lift 7.4)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC10 <= -0.7069036
    PC15 > -3.157014
    PC31 <= 0.06491774
    ->  class 2\|3  [0.896]

Rule 25/264: (318.6/139.9, lift 4.6)
    PC2 <= 2.5099
    PC9 <= -2.617393
    PC15 <= -3.157014
    ->  class 2\|3  [0.560]

Rule 25/265: (12071.6/9648.5, lift 1.7)
    PC2 <= 2.5099
    ->  class 2\|3  [0.201]

Rule 25/266: (216.6, lift 21.6)
    PC8 <= -3.491543
    PC22 > -1.367747
    PC36 <= 0.1523443
    PC44 > 0.8318985
    PC46 <= 0.413817
    PC69 <= 0.671253
    PC96 <= 0.303962
    ->  class 2\|4  [0.995]

Rule 25/267: (123.4, lift 21.5)
    PC2 <= 2.5099
    PC8 <= -2.053633
    PC11 <= -4.127287
    PC20 <= 0.3085335
    ->  class 2\|4  [0.992]

Rule 25/268: (84.5/0.3, lift 21.4)
    PC1 > -0.430681
    PC9 <= -2.617393
    PC15 <= -3.157014
    PC50 > -0.4994218
    PC88 <= 0.003865504
    PC89 <= 0.4577325
    ->  class 2\|4  [0.984]

Rule 25/269: (69.1/0.7, lift 21.2)
    PC2 <= 2.5099
    PC8 <= -3.491543
    PC17 <= 0.3029955
    PC45 <= 0.1559608
    PC46 <= 0.413817
    PC57 <= 0.7117925
    PC86 > -0.5658265
    PC88 <= 0.1388246
    PC90 > 0.3064505
    PC96 <= 0.2898899
    ->  class 2\|4  [0.976]

Rule 25/270: (28.7, lift 21.0)
    PC1 <= -0.430681
    PC8 <= -3.491543
    PC27 > 0.7294041
    PC44 <= 0.8318985
    PC46 <= 0.413817
    PC85 > -0.4749953
    ->  class 2\|4  [0.967]

Rule 25/271: (23.3, lift 20.9)
    PC9 <= -2.617393
    PC15 <= -3.157014
    PC31 > 1.026484
    PC50 > -0.4994218
    ->  class 2\|4  [0.961]

Rule 25/272: (146/5.8, lift 20.7)
    PC1 <= -0.430681
    PC8 <= -2.053633
    PC42 > 0.01447451
    PC62 <= -0.491961
    PC72 > -6.276124
    PC89 > -0.2593155
    PC94 > -0.6773158
    PC95 > 0.003114134
    ->  class 2\|4  [0.954]

Rule 25/273: (14.7, lift 20.4)
    PC1 > -0.430681
    PC2 > -2.585374
    PC9 <= -2.617393
    PC15 <= -3.157014
    PC50 > -0.4994218
    ->  class 2\|4  [0.940]

Rule 25/274: (275.8/24, lift 19.8)
    PC1 <= -0.430681
    PC8 <= -3.491543
    PC17 > 0.3029955
    PC46 <= 0.413817
    PC49 <= 0.1093639
    PC57 <= 0.7117925
    PC75 <= 0.07939036
    PC85 > -0.4749953
    PC86 > -0.5658265
    PC88 <= 0.1388246
    PC89 <= 0.9043077
    PC93 <= 0.3468122
    PC94 <= 0.8244115
    PC96 <= 0.2898899
    ->  class 2\|4  [0.910]

Rule 25/275: (8.8, lift 19.7)
    PC1 > -0.430681
    PC1 <= 11.12104
    PC2 <= 2.5099
    PC3 <= 0.6922847
    PC10 > -0.7069036
    PC15 > -3.157014
    PC21 <= 0.9153184
    PC46 > -0.3936358
    PC59 <= -0.2559464
    ->  class 2\|4  [0.907]

Rule 25/276: (21.6/1.7, lift 19.3)
    PC2 <= 2.5099
    PC8 > -3.491543
    PC8 <= -2.053633
    PC22 > 1.012924
    PC25 > 0.1588264
    PC58 <= 0.5896431
    ->  class 2\|4  [0.886]

Rule 25/277: (47.7/8.9, lift 17.4)
    PC1 <= -0.430681
    PC2 > -9.307465
    PC2 <= 2.5099
    PC8 > -2.053633
    PC8 <= 0.281482
    PC12 > -1.185554
    PC29 > 0.2790949
    PC47 <= -0.3261924
    PC49 <= 0.1213837
    ->  class 2\|4  [0.802]

Rule 25/278: (13.2/2, lift 17.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -3.491543
    PC8 <= 0.281482
    PC28 <= -0.1421888
    PC62 <= -0.491961
    PC94 > -0.6773158
    ->  class 2\|4  [0.802]

Rule 25/279: (14/2.3, lift 17.2)
    PC1 <= -0.430681
    PC8 <= -2.053633
    PC27 <= 0.7294041
    PC45 <= 0.1559608
    PC46 <= 0.413817
    PC58 <= -0.1986643
    PC85 > -0.4749953
    PC86 > -0.5658265
    PC88 <= 0.1388246
    PC93 > 0.3468122
    ->  class 2\|4  [0.793]

Rule 25/280: (14.8/4.3, lift 14.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= 0.281482
    PC29 <= 0.2790949
    PC43 <= -1.260705
    PC44 > -0.2477247
    ->  class 2\|4  [0.686]

Rule 25/281: (45.8/18.9, lift 12.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -3.491543
    PC8 <= -2.053633
    PC10 <= -0.7895166
    ->  class 2\|4  [0.583]

Rule 25/282: (45.9/19.9, lift 12.2)
    PC8 <= -2.053633
    PC25 <= 0.1588264
    PC41 > 8.661874
    PC72 > -6.276124
    ->  class 2\|4  [0.563]

Rule 25/283: (26.5/13.5, lift 10.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -3.491543
    PC8 <= -2.053633
    PC18 <= -0.5321527
    PC58 <= 0.5896431
    ->  class 2\|4  [0.490]

Rule 25/284: (28.6/19, lift 7.6)
    PC1 > -0.430681
    PC12 > -1.954119
    PC21 > 0.9153184
    PC79 <= -0.3155009
    ->  class 2\|4  [0.348]

Default class: 2\|3

-----  Trial 26:  -----

Rules:

Rule 26/1: (146.5/1.5, lift 17.4)
    PC1 > -0.6007821
    PC3 <= 1.640775
    PC13 <= 1.698335
    PC14 > 0.5727633
    PC18 > 0.6487461
    PC59 <= 0.8656506
    PC87 <= 0.06119468
    ->  class 0\|0  [0.983]

Rule 26/2: (27.7, lift 17.1)
    PC1 > -0.775747
    PC7 <= -0.8794407
    PC18 > 2.668103
    PC47 <= -0.4011268
    ->  class 0\|0  [0.966]

Rule 26/3: (115.5/5.1, lift 16.7)
    PC1 > -0.775747
    PC2 <= 4.473893
    PC18 > 1.906099
    PC18 <= 2.634908
    PC43 > -1.810695
    PC45 <= 1.456985
    PC55 > -0.4774561
    PC88 > -2.399029
    PC98 <= 0.4982643
    ->  class 0\|0  [0.948]

Rule 26/4: (25.8/2.1, lift 15.7)
    PC1 <= -0.775747
    PC12 > -2.032964
    PC13 <= 8.316996
    PC18 > 1.906099
    PC29 <= -2.519265
    ->  class 0\|0  [0.888]

Rule 26/5: (3, lift 14.1)
    PC7 <= -0.7224794
    PC17 > -2.13104
    PC18 <= -0.3695138
    PC30 > 3.952512
    ->  class 0\|0  [0.801]

Rule 26/6: (2.8, lift 14.0)
    PC12 > -2.032964
    PC18 > 9.219208
    ->  class 0\|0  [0.793]

Rule 26/7: (3111.7/2087.3, lift 5.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC12 > -2.032964
    PC18 > -0.3695138
    ->  class 0\|0  [0.329]

Rule 26/8: (93.4/0.4, lift 12.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 1.698335
    PC18 > -0.3695138
    PC18 <= 1.906099
    PC43 <= 0.6059743
    PC63 > 0.8972487
    PC85 <= 1.667884
    PC86 <= 3.310023
    PC90 > -1.759266
    ->  class 0\|1  [0.986]

Rule 26/9: (63.9, lift 12.1)
    PC7 > -0.8794407
    PC12 > -2.032964
    PC13 <= 8.316996
    PC18 > 1.906099
    PC36 <= 2.526415
    PC41 > 0.239016
    ->  class 0\|1  [0.985]

Rule 26/10: (56.5, lift 12.0)
    PC13 > 8.316996
    PC20 > -4.036534
    PC31 <= 0.1783828
    PC36 <= 1.476349
    PC42 <= -0.2387451
    PC62 <= 0.690105
    PC73 <= 0.4181305
    ->  class 0\|1  [0.983]

Rule 26/11: (75.5/0.4, lift 12.0)
    PC2 > 2.5099
    PC12 > -2.032964
    PC18 > 1.906099
    PC40 <= 2.846748
    PC47 > 0.6906349
    PC48 > -0.4966069
    ->  class 0\|1  [0.982]

Rule 26/12: (84/0.7, lift 12.0)
    PC2 > 2.5099
    PC18 > 1.906099
    PC46 <= 0.8215386
    PC55 <= -0.4774561
    PC82 <= 5.756923
    ->  class 0\|1  [0.981]

Rule 26/13: (284.1/4.7, lift 12.0)
    PC1 <= -0.775747
    PC2 > 2.5099
    PC12 > -2.032964
    PC13 <= 8.316996
    PC18 > 1.906099
    PC18 <= 9.219208
    PC29 > -2.519265
    PC65 > -2.897177
    PC74 <= 2.351583
    ->  class 0\|1  [0.980]

Rule 26/14: (45.8, lift 12.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 > -1.443306
    PC8 > 0.131999
    PC18 > -0.3695138
    PC18 <= 0.2192922
    PC43 <= 0.6059743
    PC90 > -1.759266
    ->  class 0\|1  [0.979]

Rule 26/15: (86.3/1, lift 12.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 1.698335
    PC14 > 0.5727633
    PC18 > 0.6487461
    PC18 <= 1.906099
    PC87 > 0.06119468
    PC98 <= 0.2159296
    ->  class 0\|1  [0.977]

Rule 26/16: (86.4/1.1, lift 12.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 <= -0.7224794
    PC17 > -2.13104
    PC18 <= -0.3695138
    PC30 <= 3.952512
    PC99 > -0.05028043
    ->  class 0\|1  [0.976]

Rule 26/17: (39.9, lift 12.0)
    PC1 > -0.6007821
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 1.698335
    PC14 > 0.5727633
    PC18 > -0.3695138
    PC18 <= 0.6487461
    ->  class 0\|1  [0.976]

Rule 26/18: (37.3, lift 11.9)
    PC1 > -0.775747
    PC13 <= 8.316996
    PC18 > 1.906099
    PC56 > 1.217546
    PC86 <= 3.310023
    ->  class 0\|1  [0.975]

Rule 26/19: (130.8/3.2, lift 11.9)
    PC1 <= -0.6007821
    PC2 > 2.5099
    PC13 <= 1.698335
    PC14 > 0.5727633
    PC18 > -0.3695138
    PC18 <= 1.906099
    PC50 <= 0.8536695
    PC90 > -1.759266
    ->  class 0\|1  [0.968]

Rule 26/20: (33.8/0.2, lift 11.8)
    PC5 > 1.774664
    PC9 > -0.687247
    PC18 > 2.668103
    PC58 > -0.7764863
    PC85 > 0.4690358
    ->  class 0\|1  [0.966]

Rule 26/21: (308.3/11.3, lift 11.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC14 <= 0.5727633
    PC18 > 0.2192922
    PC18 <= 1.906099
    PC21 > -0.8927413
    PC21 <= 0.6288067
    PC25 > -1.12914
    PC43 <= 0.6059743
    PC59 > -1.632287
    PC76 > -1.71424
    PC85 <= 1.667884
    PC90 > -1.759266
    PC96 <= 1.813257
    ->  class 0\|1  [0.960]

Rule 26/22: (25.6/0.2, lift 11.7)
    PC2 > 2.5099
    PC12 > -2.032964
    PC13 <= 8.316996
    PC18 > 1.906099
    PC40 <= 2.846748
    PC43 <= -1.810695
    PC46 <= 0.8215386
    ->  class 0\|1  [0.958]

Rule 26/23: (20.4, lift 11.7)
    PC12 > -2.032964
    PC13 <= 8.316996
    PC18 > 1.906099
    PC18 <= 2.668103
    PC98 > 0.4982643
    ->  class 0\|1  [0.955]

Rule 26/24: (18.9, lift 11.7)
    PC1 > -0.775747
    PC13 <= 8.316996
    PC18 > 1.906099
    PC18 <= 2.668103
    PC40 <= 2.846748
    PC45 > 1.456985
    PC46 <= 0.8215386
    ->  class 0\|1  [0.952]

Rule 26/25: (16.8, lift 11.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 8.316996
    PC18 > -0.3695138
    PC18 <= 1.906099
    PC21 > -0.8927413
    PC24 <= -1.026743
    PC43 > 0.6059743
    PC59 > -1.632287
    PC90 > -1.759266
    PC96 <= 1.813257
    ->  class 0\|1  [0.947]

Rule 26/26: (75.5/3.5, lift 11.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC8 > -0.1605581
    PC17 > -1.325231
    PC18 <= -0.3695138
    PC55 > 0.1613281
    PC59 <= 0.906496
    ->  class 0\|1  [0.942]

Rule 26/27: (173.1/9.1, lift 11.5)
    PC7 <= -0.8794407
    PC18 > 1.906099
    PC30 > -1.663647
    PC37 > -1.85303
    PC40 <= 2.846748
    PC47 > -0.4011268
    PC54 > -0.8106362
    PC88 > -2.399029
    ->  class 0\|1  [0.942]

Rule 26/28: (63.8/2.9, lift 11.5)
    PC2 > 2.5099
    PC13 <= 1.698335
    PC14 > 0.5727633
    PC18 > -0.3695138
    PC18 <= 1.906099
    PC59 > 0.8656506
    PC90 > -1.759266
    ->  class 0\|1  [0.940]

Rule 26/29: (93.6/4.8, lift 11.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 > -1.443306
    PC12 > -2.032964
    PC14 <= 0.5727633
    PC18 > -0.3695138
    PC18 <= 1.906099
    PC59 > -1.632287
    PC60 <= -0.406259
    PC65 > -2.897177
    PC76 > -1.71424
    PC86 <= 3.310023
    PC90 > -1.759266
    ->  class 0\|1  [0.939]

Rule 26/30: (59.9/2.8, lift 11.5)
    PC12 > -2.032964
    PC13 <= 8.316996
    PC18 > 1.906099
    PC27 <= -3.650596
    ->  class 0\|1  [0.938]

Rule 26/31: (12.6, lift 11.4)
    PC13 <= 8.316996
    PC18 > 2.634908
    PC18 <= 2.668103
    PC36 <= 2.526415
    ->  class 0\|1  [0.932]

Rule 26/32: (134.5/8.4, lift 11.4)
    PC9 <= -0.687247
    PC12 > -2.032964
    PC13 <= 8.316996
    PC18 > 2.668103
    PC41 > -0.1523349
    PC86 <= 3.310023
    ->  class 0\|1  [0.931]

Rule 26/33: (162.4/10.6, lift 11.4)
    PC1 > -0.775747
    PC2 > 4.473893
    PC12 > -2.032964
    PC14 <= 1.894085
    PC18 > 1.906099
    PC18 <= 2.668103
    PC39 <= 1.964315
    PC40 <= 2.846748
    PC46 <= 0.8215386
    ->  class 0\|1  [0.929]

Rule 26/34: (145.7/9.8, lift 11.4)
    PC18 > 2.668103
    PC29 > -1.204963
    PC37 > -1.85303
    PC41 > -0.1523349
    PC41 <= 0.239016
    PC46 <= 0.8215386
    PC58 <= -0.7764863
    PC72 <= -0.1576636
    PC86 <= 3.310023
    ->  class 0\|1  [0.927]

Rule 26/35: (11, lift 11.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC8 > 0.6315263
    ->  class 0\|1  [0.923]

Rule 26/36: (28.6/1.7, lift 11.2)
    PC1 > -0.775747
    PC13 <= 8.316996
    PC18 > 1.906099
    PC46 <= 0.8215386
    PC86 <= 3.310023
    PC88 <= -2.399029
    ->  class 0\|1  [0.911]

Rule 26/37: (4.7, lift 10.4)
    PC13 > 8.316996
    PC42 > -0.2387451
    PC82 <= 5.756923
    PC98 > 2.474735
    ->  class 0\|1  [0.850]

Rule 26/38: (65/14.8, lift 9.4)
    PC2 > 2.5099
    PC18 > 2.668103
    PC36 <= 2.526415
    PC37 <= -1.85303
    ->  class 0\|1  [0.764]

Rule 26/39: (70.2/25.7, lift 7.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 <= -0.7224794
    PC55 > 0.8615937
    ->  class 0\|1  [0.630]

Rule 26/40: (83.4/0.2, lift 9.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 1.698335
    PC14 <= 0.5727633
    PC18 > -0.3695138
    PC18 <= 1.906099
    PC59 <= -1.632287
    PC86 <= 3.310023
    ->  class 0\|2  [0.986]

Rule 26/41: (38.5/0.7, lift 9.6)
    PC2 > 2.5099
    PC12 > -2.032964
    PC18 > -0.3695138
    PC65 <= -2.897177
    ->  class 0\|2  [0.958]

Rule 26/42: (20.6, lift 9.6)
    PC13 > 8.316996
    PC18 > -0.3695138
    PC31 <= 0.1783828
    PC42 <= -0.2387451
    PC73 > 0.4181305
    ->  class 0\|2  [0.956]

Rule 26/43: (20.3, lift 9.6)
    PC2 > 2.5099
    PC18 <= -0.3695138
    PC40 > 0.3781291
    PC40 <= 0.3934716
    PC67 <= 0.4322629
    PC94 > -0.6976095
    ->  class 0\|2  [0.955]

Rule 26/44: (16.6, lift 9.5)
    PC13 > 8.316996
    PC42 <= -0.2387451
    PC62 > 0.690105
    ->  class 0\|2  [0.946]

Rule 26/45: (53/2.5, lift 9.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC12 > -2.032964
    PC18 > -0.3695138
    PC18 <= 1.906099
    PC85 > 1.667884
    PC86 <= 3.310023
    ->  class 0\|2  [0.937]

Rule 26/46: (128.8/7.8, lift 9.4)
    PC13 > 8.316996
    PC14 > 2.137767
    PC18 > -0.3695138
    PC36 <= 1.476349
    PC42 > -0.2387451
    PC63 > -0.9149661
    PC92 > -1.641856
    ->  class 0\|2  [0.933]

Rule 26/47: (26.1/1.1, lift 9.3)
    PC1 <= -0.775747
    PC2 > 2.5099
    PC13 <= 8.316996
    PC18 > 1.906099
    PC74 > 2.351583
    ->  class 0\|2  [0.925]

Rule 26/48: (34.5/2, lift 9.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 > -1.443306
    PC18 > -0.3695138
    PC18 <= 1.906099
    PC21 <= -0.8927413
    PC59 > -1.632287
    PC65 > -2.897177
    ->  class 0\|2  [0.918]

Rule 26/49: (85.1/6.1, lift 9.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC14 <= 0.5727633
    PC18 > -0.3695138
    PC18 <= 1.906099
    PC24 > -1.026743
    PC43 > 0.6059743
    ->  class 0\|2  [0.918]

Rule 26/50: (9.7, lift 9.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 8.316996
    PC18 > -0.3695138
    PC18 <= 1.906099
    PC21 > -0.8927413
    PC59 > -1.632287
    PC86 <= 3.310023
    PC96 > 1.813257
    ->  class 0\|2  [0.915]

Rule 26/51: (79.4/7.6, lift 9.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC12 > -2.032964
    PC18 > -0.3695138
    PC18 <= 1.906099
    PC82 <= 5.756923
    PC86 <= 3.310023
    PC90 <= -1.759266
    ->  class 0\|2  [0.895]

Rule 26/52: (6.1, lift 8.8)
    PC2 > 2.5099
    PC14 <= 0.5727633
    PC18 > -0.3695138
    PC18 <= 1.906099
    PC22 > -0.0894394
    PC22 <= -0.08544802
    ->  class 0\|2  [0.877]

Rule 26/53: (34.1/3.7, lift 8.8)
    PC2 > 2.5099
    PC13 > 1.698335
    PC13 <= 8.316996
    PC18 > -0.3695138
    PC18 <= 1.906099
    PC67 > -0.2009948
    PC82 <= 5.756923
    PC86 <= 3.310023
    ->  class 0\|2  [0.871]

Rule 26/54: (5.1, lift 8.6)
    PC13 > 8.316996
    PC20 <= -4.036534
    PC31 <= 0.1783828
    PC73 <= 0.4181305
    ->  class 0\|2  [0.859]

Rule 26/55: (68.3/10, lift 8.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC8 <= 0.131999
    PC13 <= 0.6098803
    PC14 <= 0.5727633
    PC18 > -0.3695138
    PC18 <= 0.2192922
    PC43 <= 0.6059743
    PC60 > -0.406259
    PC63 <= 0.8972487
    ->  class 0\|2  [0.844]

Rule 26/56: (7662.5/5681.1, lift 2.6)
    PC2 > 2.5099
    ->  class 0\|2  [0.259]

Rule 26/57: (184.7, lift 10.9)
    PC3 <= 1.640775
    PC4 > -8.261679
    PC5 > -0.501222
    PC7 > -0.4666672
    PC9 <= 0.5981579
    PC17 <= -1.325231
    PC18 <= -0.3695138
    PC49 <= 0.931915
    PC59 <= 0.9189069
    PC62 > -0.4642606
    PC67 <= -0.1188333
    PC78 <= 0.450895
    PC94 <= 0.7863109
    PC95 <= 0.5467693
    PC99 > -0.8973147
    ->  class 0\|3  [0.995]

Rule 26/58: (183.6/0.3, lift 10.9)
    PC4 > -8.261679
    PC4 <= 7.902575
    PC7 > -0.4666672
    PC9 <= 0.5981579
    PC11 <= 0.1913967
    PC17 <= -1.325231
    PC18 <= -1.757131
    PC22 > -1.833493
    PC25 <= 0.9713756
    PC40 <= 0.3781291
    PC41 <= 0.161079
    PC49 <= 0.931915
    PC59 <= 0.9189069
    PC62 > -0.4642606
    PC78 <= 0.450895
    PC89 > -0.09294392
    PC94 <= 0.7863109
    ->  class 0\|3  [0.993]

Rule 26/59: (92.3, lift 10.8)
    PC3 <= 1.640775
    PC5 <= 2.764018
    PC17 <= -1.325231
    PC36 > -3.183667
    PC95 <= 0.5467693
    PC97 <= -1.553986
    ->  class 0\|3  [0.989]

Rule 26/60: (105.1/0.4, lift 10.8)
    PC2 > 2.5099
    PC4 <= 7.902575
    PC7 > -0.7224794
    PC16 > -0.0540816
    PC19 > -0.1013324
    PC62 > -0.4642606
    PC70 <= 1.771152
    PC73 <= -1.382133
    PC78 <= 0.8681839
    PC95 <= 0.5467693
    ->  class 0\|3  [0.986]

Rule 26/61: (67, lift 10.8)
    PC13 > 8.316996
    PC42 > -0.2387451
    PC92 <= -1.641856
    ->  class 0\|3  [0.986]

Rule 26/62: (65.4, lift 10.8)
    PC2 > 2.5099
    PC4 <= 7.902575
    PC7 > -0.7224794
    PC9 <= 0.5981579
    PC18 <= -0.3695138
    PC19 > -0.1013324
    PC36 <= 2.039692
    PC49 <= 0.931915
    PC62 > -0.4642606
    PC87 <= -0.5174176
    PC95 <= 0.5467693
    ->  class 0\|3  [0.985]

Rule 26/63: (64.1, lift 10.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 > -8.261679
    PC4 <= 7.902575
    PC7 > -0.7224794
    PC18 <= -0.3695138
    PC36 > -3.183667
    PC62 > -0.4642606
    PC67 > 0.4322629
    PC95 <= 0.5467693
    ->  class 0\|3  [0.985]

Rule 26/64: (116.9/1, lift 10.8)
    PC4 <= 7.902575
    PC5 <= 2.764018
    PC7 > -0.7224794
    PC9 <= 0.5981579
    PC17 <= -1.325231
    PC18 <= -0.3695138
    PC36 > -3.183667
    PC85 <= 1.505421
    PC94 <= -0.6976095
    ->  class 0\|3  [0.983]

Rule 26/65: (237.7/3.6, lift 10.7)
    PC4 <= 7.902575
    PC7 > -0.4666672
    PC17 <= -1.325231
    PC18 <= -1.757131
    PC19 > -0.1013324
    PC22 > -1.833493
    PC49 <= 0.931915
    PC59 <= 0.9189069
    PC62 > -0.4642606
    PC70 <= 1.771152
    PC78 <= 0.450895
    PC89 <= -0.09568349
    PC94 <= 0.7863109
    PC95 <= 0.5467693
    PC99 > -0.8973147
    ->  class 0\|3  [0.981]

Rule 26/66: (41.6, lift 10.7)
    PC2 > 2.5099
    PC5 > 1.504355
    PC5 <= 2.764018
    PC17 <= -1.325231
    PC95 > 0.5467693
    ->  class 0\|3  [0.977]

Rule 26/67: (40.9, lift 10.7)
    PC13 > 8.316996
    PC36 > 1.476349
    ->  class 0\|3  [0.977]

Rule 26/68: (86.3/1.1, lift 10.7)
    PC7 > -0.7224794
    PC17 <= -1.325231
    PC18 <= -0.3695138
    PC85 > 1.505421
    ->  class 0\|3  [0.976]

Rule 26/69: (103.9/1.8, lift 10.7)
    PC5 <= 2.764018
    PC9 <= 0.5981579
    PC16 > -0.0540816
    PC17 <= -1.325231
    PC18 <= -0.3695138
    PC36 > 2.039692
    ->  class 0\|3  [0.974]

Rule 26/70: (33.1, lift 10.6)
    PC2 > 2.5099
    PC17 <= -2.13104
    PC71 > 1.23681
    PC90 > -1.248777
    ->  class 0\|3  [0.972]

Rule 26/71: (31.7, lift 10.6)
    PC3 <= 1.640775
    PC4 > -8.261679
    PC5 <= 2.764018
    PC17 <= -1.325231
    PC18 <= -0.3695138
    PC19 <= -0.1013324
    PC62 > -0.4642606
    PC70 <= -0.3740578
    PC85 <= 1.505421
    ->  class 0\|3  [0.970]

Rule 26/72: (31.8, lift 10.6)
    PC7 > -0.7224794
    PC17 <= -1.325231
    PC52 > 3.170128
    PC94 > 0.3835147
    ->  class 0\|3  [0.970]

Rule 26/73: (27.2, lift 10.6)
    PC1 > -0.7666069
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 > -0.7224794
    PC17 > -1.325231
    PC18 <= -0.3695138
    PC44 <= 0.5340554
    PC46 > 0.5830795
    ->  class 0\|3  [0.966]

Rule 26/74: (41.8/0.7, lift 10.5)
    PC2 > 2.5099
    PC5 <= 1.504355
    PC6 <= 0.1239523
    PC7 > -0.7224794
    PC18 <= -0.3695138
    PC77 > -0.05790963
    PC94 <= 0.3835147
    PC95 > 0.5467693
    ->  class 0\|3  [0.961]

Rule 26/75: (18.1, lift 10.4)
    PC1 > -0.7666069
    PC3 <= 1.640775
    PC17 > -1.325231
    PC18 <= -0.3695138
    PC20 <= -1.192887
    PC31 > -0.3434507
    PC55 <= 0.1613281
    PC67 <= -0.1407373
    PC82 <= 0.1400384
    ->  class 0\|3  [0.950]

Rule 26/76: (17, lift 10.4)
    PC3 <= 1.640775
    PC17 <= -1.325231
    PC18 <= -0.3695138
    PC37 > 1.425528
    PC95 > 0.5467693
    ->  class 0\|3  [0.947]

Rule 26/77: (253.6/14, lift 10.3)
    PC4 > -8.261679
    PC4 <= 7.902575
    PC5 > -0.501222
    PC6 <= 0.08114678
    PC7 > -0.4666672
    PC11 <= 0.1913967
    PC16 > -0.0540816
    PC17 <= -1.325231
    PC18 <= -1.757131
    PC22 > -1.833493
    PC25 <= 0.9713756
    PC41 <= 0.161079
    PC49 <= 0.931915
    PC59 > -1.117986
    PC59 <= 0.9189069
    PC62 > -0.4642606
    PC78 <= 0.450895
    PC80 <= 0.3664107
    PC89 > -0.09568349
    PC95 <= 0.5467693
    ->  class 0\|3  [0.941]

Rule 26/78: (14.6, lift 10.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 <= -0.7224794
    PC18 <= -0.3695138
    PC22 > 2.272664
    PC55 <= 0.8615937
    ->  class 0\|3  [0.940]

Rule 26/79: (40.2/1.7, lift 10.2)
    PC2 > 2.5099
    PC12 > -0.04278207
    PC17 > -1.325231
    PC18 <= -0.3695138
    PC20 <= -1.192887
    PC44 <= 0.5340554
    PC79 > 0.4583216
    ->  class 0\|3  [0.936]

Rule 26/80: (12.9, lift 10.2)
    PC3 <= 1.640775
    PC7 <= -0.7224794
    PC17 <= -2.13104
    PC18 <= -0.3695138
    PC34 <= -1.605904
    PC55 <= 0.8615937
    ->  class 0\|3  [0.933]

Rule 26/81: (26.3/0.9, lift 10.2)
    PC8 <= -0.1605581
    PC10 > 6.231593
    PC18 <= -0.3695138
    PC55 > 0.1613281
    ->  class 0\|3  [0.933]

Rule 26/82: (71.5/4.1, lift 10.2)
    PC4 > -8.261679
    PC7 > -0.7224794
    PC7 <= -0.4666672
    PC17 <= -1.325231
    PC19 > -0.1013324
    PC49 <= 0.931915
    PC52 <= -0.5913373
    PC78 <= 0.8681839
    PC95 <= 0.5467693
    ->  class 0\|3  [0.931]

Rule 26/83: (14.7/0.2, lift 10.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 > -0.1877081
    PC8 <= -0.1605581
    PC55 > 0.1613281
    ->  class 0\|3  [0.929]

Rule 26/84: (23.9/1.2, lift 10.0)
    PC1 > -0.7666069
    PC2 > 2.5099
    PC3 <= 1.640775
    PC15 > -0.5461736
    PC17 > -1.325231
    PC18 <= -0.3695138
    PC23 <= -1.990978
    ->  class 0\|3  [0.915]

Rule 26/85: (9.7, lift 10.0)
    PC2 > 2.5099
    PC7 > -0.7224794
    PC17 > -1.325231
    PC18 <= -0.3695138
    PC41 > 0.2261199
    PC55 <= 0.1613281
    ->  class 0\|3  [0.915]

Rule 26/86: (12.7/0.3, lift 10.0)
    PC2 > 2.5099
    PC2 <= 3.280569
    PC3 <= 1.640775
    PC17 > -1.325231
    PC18 <= -0.3695138
    PC55 > 0.1613281
    ->  class 0\|3  [0.913]

Rule 26/87: (9.4, lift 10.0)
    PC2 > 2.5099
    PC6 > 0.1239523
    PC17 <= -1.325231
    PC95 > 0.5467693
    ->  class 0\|3  [0.912]

Rule 26/88: (45.8/3.6, lift 9.9)
    PC13 > 8.316996
    PC14 <= 2.137767
    PC63 > -0.9149661
    ->  class 0\|3  [0.904]

Rule 26/89: (17.8/1.2, lift 9.7)
    PC2 > 2.5099
    PC7 <= -0.7224794
    PC17 <= -2.13104
    PC55 <= 0.8615937
    PC90 <= -1.248777
    ->  class 0\|3  [0.887]

Rule 26/90: (26.6/2.5, lift 9.6)
    PC2 > 2.5099
    PC13 > 1.698335
    PC13 <= 8.316996
    PC18 > -0.3695138
    PC18 <= 1.906099
    PC67 <= -0.2009948
    ->  class 0\|3  [0.877]

Rule 26/91: (86.9/10.9, lift 9.5)
    PC4 <= 7.902575
    PC7 > -0.7224794
    PC17 <= -1.325231
    PC18 <= -0.3695138
    PC62 <= -0.4642606
    PC82 > 0.2328117
    ->  class 0\|3  [0.866]

Rule 26/92: (80.6/11, lift 9.4)
    PC1 > -0.7666069
    PC2 > 2.5099
    PC3 <= 1.640775
    PC17 > -1.325231
    PC18 <= -0.3695138
    PC31 > -0.3434507
    PC44 <= 0.5340554
    PC55 <= 0.1613281
    PC82 > 0.1400384
    ->  class 0\|3  [0.855]

Rule 26/93: (104.9/15.3, lift 9.3)
    PC3 <= 1.640775
    PC7 > -0.7224794
    PC9 <= 0.5981579
    PC16 <= -0.0540816
    PC17 <= -1.325231
    ->  class 0\|3  [0.848]

Rule 26/94: (45.6/7, lift 9.1)
    PC17 > -1.325231
    PC18 <= -0.3695138
    PC20 <= -3.665074
    PC31 > -0.3434507
    ->  class 0\|3  [0.832]

Rule 26/95: (31.7/5.3, lift 8.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC15 <= -0.5461736
    PC17 > -1.325231
    PC18 <= -0.3695138
    PC55 <= 0.1613281
    ->  class 0\|3  [0.814]

Rule 26/96: (77.1, lift 24.7)
    PC1 > 7.978601
    PC3 <= 0.1229528
    PC10 > -0.7764253
    PC16 > -0.9735159
    PC19 > -0.8741567
    PC21 <= 0.9193565
    PC68 <= 1.231536
    PC98 <= 0.353467
    ->  class 1\|0  [0.987]

Rule 26/97: (74.5, lift 24.7)
    PC1 > 0.6041246
    PC2 <= 2.5099
    PC16 <= 0.1122229
    PC25 > 0.5891064
    PC69 > -0.6568275
    ->  class 1\|0  [0.987]

Rule 26/98: (167.7/1.9, lift 24.6)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC5 <= 12.1829
    PC11 <= 1.372363
    PC12 > -0.5321216
    PC16 <= -0.9735159
    PC21 <= 0.9193565
    PC49 > -2.058709
    PC78 <= -0.2288972
    ->  class 1\|0  [0.983]

Rule 26/99: (46.5/0.3, lift 24.3)
    PC2 > 2.5099
    PC3 > 1.640775
    PC8 > -3.622398
    PC16 <= -0.8953013
    PC44 <= -0.1893252
    PC64 > -1.42413
    PC65 > -0.1389549
    ->  class 1\|0  [0.972]

Rule 26/100: (223.1/6.7, lift 24.2)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC5 <= 12.1829
    PC10 > -0.7764253
    PC12 > -0.5321216
    PC16 <= -0.9735159
    PC21 <= 0.9193565
    PC44 > -1.491744
    PC60 > 0.07584439
    PC79 > -0.1678373
    PC91 > -0.4964139
    PC98 <= 0.07035533
    ->  class 1\|0  [0.966]

Rule 26/101: (17.8/0.3, lift 23.4)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.8953013
    PC47 > -0.295758
    PC47 <= -0.2729528
    ->  class 1\|0  [0.935]

Rule 26/102: (13, lift 23.4)
    PC2 > 2.5099
    PC3 > 1.640775
    PC12 <= -0.05653552
    PC20 <= -0.6707974
    PC25 > -0.03263944
    PC65 > -0.1389549
    ->  class 1\|0  [0.933]

Rule 26/103: (43/2.7, lift 23.0)
    PC2 > 2.5099
    PC3 > 1.640775
    PC8 > -3.622398
    PC12 <= -0.05653552
    PC15 > 0.1377357
    PC65 > -0.1389549
    PC68 > 1.713503
    ->  class 1\|0  [0.918]

Rule 26/104: (8.4, lift 22.6)
    PC1 <= -0.2947256
    PC3 > 1.640775
    PC47 > -0.295758
    PC65 > -0.1389549
    ->  class 1\|0  [0.904]

Rule 26/105: (8.2, lift 22.6)
    PC1 > -0.430681
    PC9 > 0.2649656
    PC21 > 0.9193565
    PC79 > -0.3155009
    ->  class 1\|0  [0.902]

Rule 26/106: (190.5/21, lift 22.2)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC5 <= 12.1829
    PC6 <= 8.137499
    PC11 <= 1.372363
    PC16 <= -0.9735159
    PC21 <= 0.9193565
    PC24 <= -0.7200069
    PC44 > -1.491744
    PC63 > -0.4034757
    PC79 > -0.1227392
    PC91 > -0.4964139
    PC98 <= 0.2470101
    ->  class 1\|0  [0.886]

Rule 26/107: (197.6/23.3, lift 22.0)
    PC1 > -0.430681
    PC6 <= 8.137499
    PC11 <= 1.372363
    PC15 <= -3.145281
    PC16 <= -0.9735159
    ->  class 1\|0  [0.878]

Rule 26/108: (62.1/8.2, lift 21.4)
    PC2 > 2.5099
    PC3 > 1.640775
    PC8 > -3.622398
    PC12 <= -0.05653552
    PC25 > -0.03263944
    PC65 > -0.1389549
    PC81 > 0.5983472
    ->  class 1\|0  [0.856]

Rule 26/109: (116.5/16.1, lift 21.4)
    PC2 > 2.5099
    PC3 > 1.640775
    PC8 > -3.622398
    PC12 <= -0.05653552
    PC25 > -0.03263944
    PC47 > -0.295758
    PC64 > -1.42413
    PC65 > 0.2008677
    PC68 <= 1.713503
    ->  class 1\|0  [0.856]

Rule 26/110: (24/3.2, lift 21.0)
    PC1 > -0.430681
    PC1 <= 0.6041246
    PC2 <= 2.5099
    PC10 > -0.7764253
    PC16 > -0.9735159
    PC16 <= 0.1122229
    PC56 <= -0.2873907
    ->  class 1\|0  [0.839]

Rule 26/111: (176.4/36, lift 19.8)
    PC1 > -0.430681
    PC3 > 0.1229528
    PC14 <= -1.848832
    ->  class 1\|0  [0.793]

Rule 26/112: (153.5, lift 14.7)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC11 <= 1.372363
    PC16 <= -0.9735159
    PC21 <= 0.9193565
    PC49 > -2.058709
    PC98 > 0.2470101
    ->  class 1\|1  [0.994]

Rule 26/113: (171.5, lift 14.7)
    PC5 > 12.1829
    PC11 <= 1.372363
    PC16 <= -0.9735159
    PC88 > -0.09878595
    ->  class 1\|1  [0.994]

Rule 26/114: (139.1, lift 14.7)
    PC1 > -0.430681
    PC5 <= 12.1829
    PC11 <= 1.372363
    PC16 <= -0.9735159
    PC91 <= -0.4964139
    ->  class 1\|1  [0.993]

Rule 26/115: (104.3/0.2, lift 14.6)
    PC1 > -0.430681
    PC5 <= 12.1829
    PC10 > -0.7764253
    PC11 <= 1.372363
    PC12 > -0.5321216
    PC15 > -3.145281
    PC16 <= -0.9735159
    PC49 > -2.058709
    PC79 <= -0.1678373
    ->  class 1\|1  [0.989]

Rule 26/116: (90, lift 14.6)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC11 <= 1.372363
    PC16 <= -0.9735159
    PC60 <= 0.07584439
    PC63 <= -0.4034757
    PC78 > -0.2288972
    PC79 > -0.1678373
    ->  class 1\|1  [0.989]

Rule 26/117: (110.8/0.9, lift 14.5)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC10 > -0.7764253
    PC16 <= -0.9735159
    PC21 <= 0.9193565
    PC24 > -0.7200069
    PC60 <= 0.07584439
    PC78 > -0.2288972
    PC91 > -0.4964139
    PC98 <= 0.2470101
    ->  class 1\|1  [0.983]

Rule 26/118: (44.1, lift 14.4)
    PC1 > 7.978601
    PC2 > -8.79261
    PC6 <= -0.8999241
    PC16 > -0.9735159
    PC19 <= -0.8741567
    PC21 <= 0.9193565
    ->  class 1\|1  [0.978]

Rule 26/119: (41.5, lift 14.4)
    PC1 > 7.978601
    PC2 > -8.79261
    PC6 <= -0.8999241
    PC10 > -0.7764253
    PC16 > -0.9735159
    PC68 > 1.231536
    ->  class 1\|1  [0.977]

Rule 26/120: (35.8, lift 14.4)
    PC1 > -0.430681
    PC11 <= 1.372363
    PC16 <= -0.9735159
    PC44 <= -1.491744
    PC49 > -2.058709
    ->  class 1\|1  [0.974]

Rule 26/121: (94.7/1.6, lift 14.4)
    PC1 > 7.978601
    PC6 <= -0.8999241
    PC98 > 0.353467
    ->  class 1\|1  [0.974]

Rule 26/122: (83.4/1.3, lift 14.4)
    PC1 > -0.430681
    PC1 <= 0.6041246
    PC3 > 0.1229528
    PC16 > -0.9735159
    PC16 <= 0.1122229
    PC21 <= 0.9193565
    PC56 > -0.2873907
    ->  class 1\|1  [0.973]

Rule 26/123: (34.2, lift 14.3)
    PC6 > 8.137499
    PC11 <= 1.372363
    PC16 <= -0.9735159
    ->  class 1\|1  [0.972]

Rule 26/124: (32.4, lift 14.3)
    PC1 > -0.430681
    PC6 <= -1.580094
    PC10 > -0.7764253
    PC12 <= -1.663528
    PC21 > 0.9193565
    ->  class 1\|1  [0.971]

Rule 26/125: (28.9, lift 14.3)
    PC1 > -0.430681
    PC11 > 1.372363
    PC16 <= -0.9735159
    PC21 <= 0.9193565
    PC43 > 0.432047
    ->  class 1\|1  [0.968]

Rule 26/126: (17.3, lift 14.0)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC5 <= 12.1829
    PC11 <= 1.372363
    PC12 <= -0.5321216
    PC16 <= -0.9735159
    PC49 > -2.058709
    ->  class 1\|1  [0.948]

Rule 26/127: (50.6/2, lift 13.9)
    PC10 > -0.7764253
    PC16 <= -0.9735159
    PC60 <= 0.07584439
    PC78 > -0.2288972
    PC79 > -0.1678373
    PC79 <= -0.1227392
    PC98 <= 0.2470101
    ->  class 1\|1  [0.943]

Rule 26/128: (11.7, lift 13.7)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC8 <= -1.621782
    PC18 > 0.2041752
    PC25 <= -0.07683505
    ->  class 1\|1  [0.927]

Rule 26/129: (7.1, lift 13.1)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > 0.1229528
    PC5 <= 5.329156
    PC14 > -1.848832
    PC16 > 0.1122229
    PC35 <= -0.09478597
    PC44 > 0.4098228
    PC53 <= 1.027676
    ->  class 1\|1  [0.890]

Rule 26/130: (27.3/4, lift 12.3)
    PC1 > -0.430681
    PC3 > 0.1229528
    PC10 > -0.7764253
    PC16 > -0.9735159
    PC16 <= 0.1122229
    PC33 <= -0.3984103
    PC69 > -0.6568275
    ->  class 1\|1  [0.831]

Rule 26/131: (1209.5/611.2, lift 7.3)
    PC2 > 2.5099
    PC3 > 1.640775
    ->  class 1\|1  [0.495]

Rule 26/132: (78.4, lift 17.4)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > 0.1229528
    PC13 <= 0.04487998
    PC14 > -1.848832
    PC16 > -0.9735159
    PC53 > 1.027676
    ->  class 1\|2  [0.988]

Rule 26/133: (74.5, lift 17.4)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > 0.1229528
    PC5 <= 5.329156
    PC13 <= 0.04487998
    PC14 > -1.848832
    PC16 > 0.1122229
    PC19 > -3.746646
    PC44 <= 0.4098228
    PC77 <= -0.2580194
    ->  class 1\|2  [0.987]

Rule 26/134: (73, lift 17.4)
    PC1 > -0.430681
    PC3 > 0.1229528
    PC23 > 2.639679
    PC45 > -0.1746492
    ->  class 1\|2  [0.987]

Rule 26/135: (60, lift 17.3)
    PC8 > -5.957941
    PC8 <= -1.621782
    PC10 <= -0.7764253
    PC14 > 2.085181
    PC18 <= 0.2041752
    PC25 <= -0.07683505
    ->  class 1\|2  [0.984]

Rule 26/136: (61.4, lift 17.4)
    PC2 <= 2.5099
    PC5 > 2.990929
    PC13 <= 0.04487998
    PC16 > 0.1122229
    PC44 <= 0.4098228
    PC60 <= 1.825348
    PC76 > -0.7472252
    ->  class 1\|2  [0.984]

Rule 26/137: (53/0.2, lift 17.3)
    PC2 > 2.5099
    PC3 > 1.640775
    PC15 > 0.1377357
    PC16 > -0.8953013
    PC44 > 0.122181
    PC53 <= 0.1438221
    PC93 > -0.9696231
    ->  class 1\|2  [0.979]

Rule 26/138: (157.5/2.7, lift 17.2)
    PC2 > 2.5099
    PC3 > 1.640775
    PC15 <= 0.1377357
    PC16 > 0.230149
    PC25 <= 0.1401676
    PC32 <= 0.1903198
    PC38 <= 0.2084411
    ->  class 1\|2  [0.977]

Rule 26/139: (40.3, lift 17.2)
    PC1 > 7.978601
    PC3 <= 0.1229528
    PC6 > -0.8999241
    PC10 > -0.7764253
    PC16 > -0.9735159
    ->  class 1\|2  [0.976]

Rule 26/140: (38.3, lift 17.2)
    PC1 > -0.430681
    PC3 > 0.1229528
    PC94 > 1.787622
    ->  class 1\|2  [0.975]

Rule 26/141: (36, lift 17.2)
    PC1 > -0.430681
    PC3 > 0.1229528
    PC10 > -0.7764253
    PC16 > 0.1122229
    PC35 > 0.6791058
    ->  class 1\|2  [0.974]

Rule 26/142: (35.4, lift 17.2)
    PC5 > 12.1829
    PC88 <= -0.09878595
    ->  class 1\|2  [0.973]

Rule 26/143: (35.5, lift 17.2)
    PC2 <= 2.5099
    PC3 > 0.1229528
    PC5 <= -5.495927
    PC16 > 0.1122229
    PC45 > -0.1746492
    PC100 <= 0.510457
    ->  class 1\|2  [0.973]

Rule 26/144: (33.8, lift 17.1)
    PC1 > -0.430681
    PC3 > 0.1229528
    PC16 > -0.9735159
    PC44 <= 0.4098228
    PC74 <= -1.942143
    ->  class 1\|2  [0.972]

Rule 26/145: (33.8, lift 17.1)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC10 > -0.7764253
    PC16 > 0.1122229
    PC45 > -0.1746492
    PC46 > 0.49885
    PC57 > 0.4791936
    ->  class 1\|2  [0.972]

Rule 26/146: (47/0.5, lift 17.1)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > 0.1229528
    PC13 <= 0.04487998
    PC16 > 0.1122229
    PC36 <= -0.5813864
    PC44 <= 0.4098228
    PC45 > -0.3629606
    ->  class 1\|2  [0.970]

Rule 26/147: (30.9, lift 17.1)
    PC3 > 1.640775
    PC15 > 0.1377357
    PC16 > -0.8953013
    PC22 <= -2.091307
    ->  class 1\|2  [0.970]

Rule 26/148: (28.2, lift 17.0)
    PC2 <= 2.5099
    PC4 <= 0.8657938
    PC5 <= -6.286166
    PC16 > -0.9735159
    PC44 <= 0.4098228
    ->  class 1\|2  [0.967]

Rule 26/149: (80/1.9, lift 17.0)
    PC1 > 0.6041246
    PC2 <= 2.5099
    PC3 > 0.1229528
    PC8 > -1.561049
    PC10 > -0.7764253
    PC14 > -1.848832
    PC16 > -0.9735159
    PC16 <= 0.1122229
    PC25 <= 0.5891064
    PC33 > -0.3984103
    ->  class 1\|2  [0.965]

Rule 26/150: (26.6, lift 17.0)
    PC2 <= 2.5099
    PC3 > 0.1229528
    PC4 > 0.8657938
    PC16 > 0.1122229
    ->  class 1\|2  [0.965]

Rule 26/151: (27.5, lift 17.0)
    PC2 <= 2.5099
    PC3 > 0.1229528
    PC5 <= 5.329156
    PC13 <= 0.04487998
    PC14 > -1.848832
    PC16 > -0.9735159
    PC44 <= 0.4098228
    PC76 <= -0.7472252
    ->  class 1\|2  [0.963]

Rule 26/152: (69.5/2.1, lift 16.9)
    PC3 > 0.1229528
    PC10 > -0.7764253
    PC20 <= -1.521745
    PC21 <= 0.9193565
    ->  class 1\|2  [0.956]

Rule 26/153: (19.8, lift 16.8)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -0.8953013
    PC53 > 0.1438221
    PC65 <= -0.6592128
    ->  class 1\|2  [0.954]

Rule 26/154: (129.1/5.9, lift 16.7)
    PC2 <= 2.5099
    PC5 > 5.329156
    PC14 > -1.848832
    PC16 > 0.1122229
    ->  class 1\|2  [0.948]

Rule 26/155: (41.5/1.4, lift 16.7)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC10 > -0.7764253
    PC11 > 1.372363
    PC16 <= -0.9735159
    PC21 <= 0.9193565
    PC43 <= 0.432047
    PC49 > -2.058709
    ->  class 1\|2  [0.946]

Rule 26/156: (19.1/0.2, lift 16.7)
    PC3 > 1.640775
    PC15 <= 0.1377357
    PC38 > 0.2084411
    PC66 <= -0.7080063
    ->  class 1\|2  [0.945]

Rule 26/157: (104.5/5.2, lift 16.6)
    PC1 > -0.430681
    PC3 > 0.1229528
    PC13 <= 0.04487998
    PC16 > 0.1122229
    PC33 > -0.4867614
    PC44 <= 0.4098228
    PC62 <= 0.1484447
    PC76 > -0.7472252
    PC100 > 0.510457
    ->  class 1\|2  [0.942]

Rule 26/158: (13.8, lift 16.5)
    PC2 > 2.5099
    PC3 > 1.640775
    PC15 <= 0.1377357
    PC27 > 0.3707866
    PC38 > 0.2084411
    ->  class 1\|2  [0.937]

Rule 26/159: (10.7, lift 16.2)
    PC1 > -0.430681
    PC13 <= 0.04487998
    PC16 > -0.9735159
    PC20 > -1.521745
    PC45 > -0.3629606
    PC98 <= -0.7135239
    PC100 <= 0.510457
    ->  class 1\|2  [0.921]

Rule 26/160: (38/3.8, lift 15.5)
    PC1 > -0.430681
    PC13 <= 0.04487998
    PC16 > 0.1122229
    PC60 > 1.825348
    PC100 <= 0.510457
    ->  class 1\|2  [0.881]

Rule 26/161: (6.1, lift 15.5)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC10 > -0.7764253
    PC16 > -0.9735159
    PC36 > -0.5813864
    PC42 > 1.448813
    PC44 <= 0.4098228
    ->  class 1\|2  [0.877]

Rule 26/162: (20.5/3.4, lift 14.1)
    PC2 <= 2.5099
    PC16 <= -0.9735159
    PC21 <= 0.9193565
    PC49 <= -2.058709
    ->  class 1\|2  [0.802]

Rule 26/163: (170.9, lift 16.3)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > 0.1229528
    PC4 <= 0.8657938
    PC5 > -6.286166
    PC5 <= 2.990929
    PC16 > 0.1122229
    PC20 > -1.521745
    PC35 <= 0.6791058
    PC45 > -0.3629606
    PC45 <= -0.1746492
    PC60 <= 1.825348
    PC100 <= 0.510457
    ->  class 1\|3  [0.994]

Rule 26/164: (89.5/1.5, lift 16.0)
    PC2 > 2.5099
    PC3 > 1.640775
    PC15 <= 0.1377357
    PC27 <= 0.3707866
    PC38 > 0.2084411
    PC66 > -0.7080063
    ->  class 1\|3  [0.973]

Rule 26/165: (177.9/6.3, lift 15.7)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > 0.1229528
    PC5 <= 5.329156
    PC10 > -0.7764253
    PC13 > 0.04487998
    PC16 > 0.1122229
    PC38 > 0.04332553
    ->  class 1\|3  [0.960]

Rule 26/166: (20, lift 15.7)
    PC1 > -0.430681
    PC8 > -1.621782
    PC10 <= -0.7764253
    PC11 > 2.574085
    ->  class 1\|3  [0.955]

Rule 26/167: (38.1/1, lift 15.6)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > 0.1229528
    PC8 <= -1.561049
    PC10 > -0.7764253
    PC16 > -0.9735159
    PC16 <= 0.1122229
    ->  class 1\|3  [0.949]

Rule 26/168: (30.9/3, lift 14.4)
    PC2 <= 2.5099
    PC10 <= -0.7764253
    PC14 <= 2.085181
    PC18 <= 0.2041752
    PC25 <= -0.07683505
    ->  class 1\|3  [0.880]

Rule 26/169: (61.2/18.1, lift 11.4)
    PC2 > 2.5099
    PC3 > 1.640775
    PC15 <= 0.1377357
    PC32 > 0.1903198
    ->  class 1\|3  [0.697]

Rule 26/170: (4580.1/3480.6, lift 3.9)
    PC1 > -0.430681
    PC2 <= 2.5099
    ->  class 1\|3  [0.240]

Rule 26/171: (273.9, lift 13.1)
    PC2 <= 2.5099
    PC8 > -0.6175917
    PC9 <= 3.309038
    PC11 > -0.9482124
    PC12 > -0.7665534
    PC21 > 1.364223
    PC60 > -0.4210835
    PC61 > -0.8677605
    PC63 <= 0.1470641
    PC74 > -0.6209176
    ->  class 2\|0  [0.996]

Rule 26/172: (198.3, lift 13.1)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.6175917
    PC9 <= 3.309038
    PC11 > -0.9482124
    PC20 <= 0.1357512
    PC34 <= -0.4300818
    PC60 > -0.4210835
    PC63 <= 0.1470641
    PC74 > -0.6209176
    ->  class 2\|0  [0.995]

Rule 26/173: (254.3/0.4, lift 13.1)
    PC8 > 1.189587
    PC11 > -0.1778696
    PC21 > -0.2470821
    PC27 > -0.5595469
    PC35 > 0.3481818
    PC52 <= 0.2817972
    PC56 <= 0.1376369
    PC60 > -0.4210835
    PC74 > -0.6209176
    PC84 > -0.6523358
    ->  class 2\|0  [0.994]

Rule 26/174: (63.1, lift 13.0)
    PC1 > -0.430681
    PC9 <= 0.2649656
    PC10 > -0.7764253
    PC12 > -1.663528
    PC21 > 0.9193565
    PC62 <= 0.1553375
    PC71 > -0.7803868
    PC79 > -0.3155009
    ->  class 2\|0  [0.985]

Rule 26/175: (39.5/0.2, lift 12.8)
    PC2 <= 2.5099
    PC3 > -1.969858
    PC3 <= 0.4447472
    PC8 > -0.6175917
    PC32 > 1.075985
    PC52 > 0.1861159
    PC98 <= 0.6837059
    ->  class 2\|0  [0.971]

Rule 26/176: (458/14.1, lift 12.7)
    PC1 <= -0.430681
    PC8 > 1.189587
    PC9 <= 3.309038
    PC11 > -0.1778696
    PC12 > -0.7665534
    PC18 <= 0.1540345
    PC21 > -0.2470821
    PC27 > -0.5595469
    PC31 > -0.9203194
    PC36 <= 0.3499929
    PC45 <= 0.341919
    PC56 <= 0.1376369
    PC60 > -0.4210835
    PC63 <= 0.1470641
    PC74 > -0.6209176
    PC84 > -0.6523358
    PC100 > -0.7949643
    ->  class 2\|0  [0.967]

Rule 26/177: (28/0.2, lift 12.6)
    PC2 <= 2.5099
    PC8 > -0.6175917
    PC8 <= 1.189587
    PC39 > -0.487377
    PC83 <= -0.4805476
    PC98 > 0.6837059
    ->  class 2\|0  [0.960]

Rule 26/178: (200.8/8.9, lift 12.5)
    PC2 <= 2.5099
    PC8 > 1.189587
    PC11 > -0.9482124
    PC20 <= 0.1357512
    PC50 > -0.7493332
    PC63 <= 0.1470641
    PC64 <= -0.6123523
    PC74 > -0.6209176
    PC84 > -0.6523358
    ->  class 2\|0  [0.951]

Rule 26/179: (139/7.3, lift 12.4)
    PC1 <= -0.430681
    PC8 > 5.467843
    PC20 <= 0.1357512
    PC63 <= 0.1470641
    ->  class 2\|0  [0.941]

Rule 26/180: (169.7/10.5, lift 12.3)
    PC8 > 1.189587
    PC11 > -0.9482124
    PC15 <= -1.415315
    PC20 <= 0.1357512
    PC63 <= 0.1470641
    PC74 > -0.6209176
    PC96 <= 0.09577215
    ->  class 2\|0  [0.933]

Rule 26/181: (115.8/11, lift 11.8)
    PC1 <= -0.430681
    PC8 > 1.189587
    PC62 > -0.8184637
    PC66 > 0.6968356
    ->  class 2\|0  [0.898]

Rule 26/182: (6.4/0.9, lift 10.2)
    PC1 <= -0.430681
    PC8 > 1.189587
    PC20 <= 0.1147595
    PC63 > 0.1470641
    PC66 <= 0.6968356
    PC73 <= -1.100957
    ->  class 2\|0  [0.777]

Rule 26/183: (20.2/6.4, lift 8.7)
    PC1 <= -0.430681
    PC8 > 1.189587
    PC20 <= 0.1147595
    PC53 > 0.9778793
    PC63 > 0.1470641
    PC73 > -1.100957
    ->  class 2\|0  [0.665]

Rule 26/184: (1524.3/1018.5, lift 4.4)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC10 <= -0.7764253
    ->  class 2\|0  [0.332]

Rule 26/185: (132.1, lift 9.7)
    PC1 <= -0.430681
    PC7 > 0.1299887
    PC8 > 1.189587
    PC15 <= 1.758332
    PC20 > 0.1357512
    PC40 > -1.626179
    PC63 <= 0.1470641
    ->  class 2\|1  [0.993]

Rule 26/186: (243/1, lift 9.7)
    PC1 <= -0.430681
    PC8 > 1.189587
    PC12 <= -0.7665534
    PC34 > -0.4300818
    PC60 > -0.4210835
    ->  class 2\|1  [0.992]

Rule 26/187: (99.2, lift 9.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC6 <= 1.27834
    PC8 > -0.6175917
    PC8 <= 1.189587
    PC29 > -0.1006374
    PC60 > 0.2727447
    PC95 <= -0.1269479
    PC98 <= 0.6837059
    ->  class 2\|1  [0.990]

Rule 26/188: (84.3, lift 9.7)
    PC8 > 1.189587
    PC11 > -0.9482124
    PC18 > 0.1540345
    PC20 <= 0.1357512
    PC21 <= 1.364223
    PC34 > -0.4300818
    PC50 > -0.7493332
    PC52 <= 0.2817972
    ->  class 2\|1  [0.988]

Rule 26/189: (152.4/1, lift 9.6)
    PC1 <= -0.430681
    PC8 > 1.189587
    PC8 <= 2.288101
    PC33 > -0.2940664
    PC37 > -0.2382321
    PC63 > 0.1470641
    PC77 > -0.6857602
    PC98 > -0.00813306
    ->  class 2\|1  [0.987]

Rule 26/190: (63.3, lift 9.6)
    PC1 <= -0.430681
    PC8 > 1.189587
    PC84 <= -0.6523358
    ->  class 2\|1  [0.985]

Rule 26/191: (328.3/4.3, lift 9.6)
    PC1 <= -0.430681
    PC8 > 1.189587
    PC20 <= 0.1147595
    PC51 <= 0.5668929
    PC53 <= 0.9778793
    PC62 > -0.8184637
    PC63 > 0.1470641
    PC66 <= 0.6968356
    PC73 > -1.100957
    ->  class 2\|1  [0.984]

Rule 26/192: (56.1, lift 9.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.6175917
    PC8 <= 1.189587
    PC19 > -3.03778
    PC32 > 1.075985
    PC52 <= 0.1861159
    PC92 <= 0.4115029
    ->  class 2\|1  [0.983]

Rule 26/193: (135.2/1.4, lift 9.6)
    PC1 <= -0.430681
    PC2 <= -1.025067
    PC8 > 0.1464841
    PC8 <= 1.189587
    PC12 > -1.591749
    PC14 > -1.100824
    PC16 <= 0.9098551
    PC21 > -1.752408
    PC29 <= 0.1583115
    PC55 <= 0.1877458
    PC56 > -0.218751
    PC76 > -0.2802216
    PC81 > -0.6774849
    PC93 <= 0.562978
    ->  class 2\|1  [0.982]

Rule 26/194: (45.1, lift 9.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.6175917
    PC56 > -0.4646702
    PC96 <= -0.9079188
    PC98 <= 0.6837059
    ->  class 2\|1  [0.979]

Rule 26/195: (50.6/0.3, lift 9.5)
    PC1 <= -0.430681
    PC8 > 1.189587
    PC11 <= -0.9482124
    PC20 <= 0.1357512
    PC63 <= 0.1470641
    ->  class 2\|1  [0.975]

Rule 26/196: (227.1/4.8, lift 9.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 1.189587
    PC8 <= 5.467843
    PC11 > -0.9482124
    PC15 > -1.415315
    PC20 <= 0.1357512
    PC60 <= -0.4210835
    PC63 <= 0.1470641
    ->  class 2\|1  [0.975]

Rule 26/197: (60.1/0.9, lift 9.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC3 > -1.969858
    PC8 > -0.6175917
    PC8 <= 1.189587
    PC20 <= -0.4223615
    PC60 > 0.2727447
    PC95 > -0.1269479
    ->  class 2\|1  [0.970]

Rule 26/198: (29, lift 9.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.6175917
    PC79 > 0.3692897
    PC98 <= 0.6837059
    ->  class 2\|1  [0.968]

Rule 26/199: (62/1, lift 9.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.6175917
    PC11 > -0.9482124
    PC27 > -0.5595469
    PC52 > 0.2817972
    ->  class 2\|1  [0.968]

Rule 26/200: (25.5, lift 9.4)
    PC1 > -0.430681
    PC9 <= 0.2649656
    PC10 > -0.7764253
    PC12 > -1.663528
    PC21 > 0.9193565
    PC62 > 0.1553375
    ->  class 2\|1  [0.964]

Rule 26/201: (23.3, lift 9.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.6175917
    PC12 <= -1.591749
    PC56 > -0.4646702
    PC92 <= -0.5245895
    PC98 <= 0.6837059
    ->  class 2\|1  [0.960]

Rule 26/202: (21.6, lift 9.4)
    PC2 <= -1.025067
    PC3 > -1.613911
    PC8 > -0.6175917
    PC8 <= 1.189587
    PC12 > -1.591749
    PC28 <= -0.1244157
    ->  class 2\|1  [0.958]

Rule 26/203: (41.6/1, lift 9.3)
    PC1 <= -0.430681
    PC2 <= -1.025067
    PC8 > -0.6175917
    PC8 <= 1.189587
    PC12 > -1.591749
    PC95 <= -0.5169697
    PC98 <= 0.6837059
    ->  class 2\|1  [0.954]

Rule 26/204: (49.2/1.7, lift 9.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC4 <= -0.3876871
    PC8 > -0.6175917
    PC8 <= 1.189587
    PC60 > 0.2727447
    ->  class 2\|1  [0.948]

Rule 26/205: (163.3/8.4, lift 9.2)
    PC2 <= 2.5099
    PC3 <= 0.4447472
    PC8 > 0.1464841
    PC8 <= 1.189587
    PC12 > -1.591749
    PC12 <= 0.3013548
    PC16 <= 0.9098551
    PC29 <= 0.1583115
    PC56 > -0.218751
    PC70 <= 0.3541712
    PC76 > -0.2802216
    PC77 > -0.241301
    PC93 <= 0.562978
    ->  class 2\|1  [0.943]

Rule 26/206: (14.6, lift 9.2)
    PC1 <= -0.430681
    PC2 > -1.025067
    PC2 <= 2.5099
    PC3 <= 0.4447472
    PC8 > -0.6175917
    PC8 <= 1.189587
    PC32 <= 1.075985
    PC60 <= 0.2727447
    ->  class 2\|1  [0.940]

Rule 26/207: (30.4/1.1, lift 9.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC3 > -1.969858
    PC3 <= -1.613911
    PC8 > -0.6175917
    PC8 <= 1.189587
    ->  class 2\|1  [0.937]

Rule 26/208: (24.9/0.9, lift 9.1)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.6175917
    PC8 <= 1.189587
    PC38 > 0.5664885
    PC40 > -0.9429052
    PC60 > 0.2727447
    PC81 > -0.331991
    ->  class 2\|1  [0.930]

Rule 26/209: (12, lift 9.1)
    PC1 > -0.430681
    PC1 <= 7.978601
    PC2 <= 2.5099
    PC3 <= 0.1229528
    PC8 > -0.1434936
    PC10 > -0.7764253
    PC16 > -0.9735159
    PC21 <= 0.9193565
    PC85 > -0.4525542
    ->  class 2\|1  [0.928]

Rule 26/210: (11.1, lift 9.0)
    PC1 > -0.430681
    PC10 > -0.7764253
    PC21 > 0.9193565
    PC71 <= -0.7803868
    ->  class 2\|1  [0.924]

Rule 26/211: (10.7, lift 9.0)
    PC1 > -0.430681
    PC2 <= -8.79261
    ->  class 2\|1  [0.921]

Rule 26/212: (63.4/10.3, lift 8.1)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -3.178724
    PC32 > 1.43179
    PC43 > -1.385026
    PC63 > 0.06868295
    PC77 > -3.82683
    ->  class 2\|1  [0.828]

Rule 26/213: (48.7/8.6, lift 7.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.6175917
    PC8 <= 1.189587
    PC32 <= 1.075985
    PC60 > 0.2727447
    PC67 > 0.2804244
    PC81 > -0.331991
    ->  class 2\|1  [0.811]

Rule 26/214: (18.1/3.3, lift 7.7)
    PC1 > -0.430681
    PC1 <= 7.978601
    PC3 <= 0.1229528
    PC10 > -0.7764253
    PC16 > -0.9735159
    PC21 <= 0.9193565
    PC44 > 0.800207
    ->  class 2\|1  [0.786]

Rule 26/215: (9995.8/8218, lift 1.7)
    PC1 <= 7.978601
    PC3 <= 0.1229528
    PC10 > -0.7764253
    ->  class 2\|1  [0.178]

Rule 26/216: (155.9, lift 10.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -3.178724
    PC8 <= -0.6175917
    PC9 > -2.73377
    PC19 > -2.848473
    PC43 <= -1.385026
    PC59 > -0.1148977
    PC60 <= 1.825348
    PC73 > -1.479263
    ->  class 2\|2  [0.994]

Rule 26/217: (307.6/6.2, lift 10.2)
    PC3 > -1.296201
    PC3 <= 0.2017353
    PC8 > -3.178724
    PC8 <= -0.6883861
    PC10 > -0.05335607
    PC12 <= 5.249372
    PC19 > -2.848473
    PC29 > -0.2412511
    PC41 > -1.590835
    PC43 > -1.385026
    PC63 > 0.06868295
    PC68 <= 2.949583
    PC78 > -0.08330103
    PC80 <= 1.958725
    ->  class 2\|2  [0.977]

Rule 26/218: (42.4, lift 10.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -3.178724
    PC8 <= -0.6175917
    PC15 <= 2.25694
    PC43 > -1.385026
    PC63 <= 0.06868295
    PC92 > 1.300372
    ->  class 2\|2  [0.977]

Rule 26/219: (65.9/0.8, lift 10.1)
    PC1 > -0.430681
    PC1 <= 7.978601
    PC2 <= 2.5099
    PC3 <= 0.1229528
    PC10 > -0.7764253
    PC16 > -0.9735159
    PC18 <= 0.1999117
    PC44 <= 0.800207
    PC47 <= -0.02200633
    PC77 > -0.698553
    PC85 <= -0.4525542
    ->  class 2\|2  [0.974]

Rule 26/220: (30.5, lift 10.1)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC6 <= -0.1738299
    PC8 > -3.178724
    PC8 <= -0.6175917
    PC15 <= 2.25694
    PC22 > 0.808637
    PC29 <= 0.3427134
    PC43 > -1.385026
    PC63 <= 0.06868295
    PC94 > -1.372551
    ->  class 2\|2  [0.967]

Rule 26/221: (84.8/1.9, lift 10.1)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -0.6175917
    PC23 > -0.4235344
    PC35 > -1.782501
    PC43 <= -0.9344504
    PC98 > 0.3310586
    ->  class 2\|2  [0.966]

Rule 26/222: (165.6/4.8, lift 10.1)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC6 <= 1.461384
    PC8 > -3.178724
    PC8 <= -0.6175917
    PC15 > -1.014177
    PC28 > -0.1383138
    PC43 <= -1.385026
    PC60 <= 1.825348
    PC73 > -1.479263
    PC87 <= 2.773465
    ->  class 2\|2  [0.965]

Rule 26/223: (25.5, lift 10.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -3.178724
    PC8 <= -0.6175917
    PC19 > -2.848473
    PC24 > -3.168845
    PC36 <= -0.7236297
    ->  class 2\|2  [0.964]

Rule 26/224: (58.4/1.4, lift 10.0)
    PC1 <= -0.430681
    PC8 > 1.189587
    PC8 <= 2.288101
    PC20 > 0.1147595
    PC37 <= -0.2382321
    PC63 > 0.1470641
    PC66 <= 0.6968356
    ->  class 2\|2  [0.960]

Rule 26/225: (134.1/4.7, lift 10.0)
    PC1 <= -0.430681
    PC6 <= -0.1738299
    PC8 > -2.02036
    PC8 <= -0.6175917
    PC18 > -0.2556406
    PC19 > -2.848473
    PC24 > -0.3531695
    PC44 <= 0.2602066
    PC49 <= 0.06548443
    PC63 <= 0.06868295
    PC80 > -0.7950753
    PC83 > -0.9316171
    ->  class 2\|2  [0.958]

Rule 26/226: (29.3/0.4, lift 10.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC20 > 0.1357512
    PC40 <= -1.626179
    PC63 <= 0.1470641
    ->  class 2\|2  [0.956]

Rule 26/227: (20.3, lift 9.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.6175917
    PC8 <= 1.189587
    PC16 <= -0.08860379
    PC83 > -0.4805476
    PC98 > 0.6837059
    ->  class 2\|2  [0.955]

Rule 26/228: (25.3/0.2, lift 10.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC6 <= -0.1738299
    PC8 > -3.178724
    PC8 <= -0.6175917
    PC24 > -3.168845
    PC28 > -0.2665321
    PC44 > 0.2602066
    PC89 <= -0.6947736
    ->  class 2\|2  [0.955]

Rule 26/229: (22.8/0.3, lift 9.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -3.178724
    PC8 <= -0.6175917
    PC10 > -0.05335607
    PC63 > 0.06868295
    PC78 <= -0.08330103
    PC94 <= -0.2871013
    ->  class 2\|2  [0.948]

Rule 26/230: (16, lift 9.8)
    PC2 <= 2.5099
    PC6 <= -0.1738299
    PC8 > -3.178724
    PC15 <= 2.25694
    PC43 > -1.385026
    PC63 <= 0.06868295
    PC79 > 0.5791404
    ->  class 2\|2  [0.944]

Rule 26/231: (13.1, lift 9.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.6175917
    PC8 <= 2.288101
    PC20 > 0.1147595
    PC37 > -0.2382321
    PC62 > -0.8184637
    PC66 <= 0.6968356
    PC77 <= -0.6857602
    ->  class 2\|2  [0.934]

Rule 26/232: (13.2, lift 9.7)
    PC1 > -0.9956915
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC6 <= -0.1738299
    PC8 > -3.178724
    PC8 <= -0.6175917
    PC43 > -1.385026
    PC63 <= 0.06868295
    ->  class 2\|2  [0.934]

Rule 26/233: (12.7, lift 9.7)
    PC1 <= -0.430681
    PC8 > 1.189587
    PC62 <= -0.8184637
    PC63 > 0.1470641
    ->  class 2\|2  [0.927]

Rule 26/234: (128.4/10.9, lift 9.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -0.6175917
    PC9 <= -1.571988
    PC10 > -0.05335607
    PC63 > 0.06868295
    PC94 > -0.2871013
    ->  class 2\|2  [0.909]

Rule 26/235: (8.3, lift 9.4)
    PC1 <= -0.430681
    PC8 > 1.189587
    PC8 <= 2.288101
    PC20 > 0.1147595
    PC33 <= -0.2940664
    ->  class 2\|2  [0.903]

Rule 26/236: (17.5/1.1, lift 9.3)
    PC1 <= -0.430681
    PC8 > 1.189587
    PC51 > 0.5668929
    PC62 > -0.8184637
    PC63 > 0.1470641
    ->  class 2\|2  [0.894]

Rule 26/237: (8.2/0.1, lift 9.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.6175917
    PC8 <= 1.189587
    PC32 > 1.075985
    PC92 > 0.4115029
    ->  class 2\|2  [0.889]

Rule 26/238: (7/0.2, lift 9.1)
    PC1 <= -0.430681
    PC8 > 1.189587
    PC15 > 1.758332
    PC20 > 0.1357512
    PC63 <= 0.1470641
    ->  class 2\|2  [0.871]

Rule 26/239: (5.4, lift 9.0)
    PC1 <= -0.430681
    PC8 > -3.178724
    PC8 <= -0.6175917
    PC19 <= -2.848473
    PC60 <= -0.2318248
    ->  class 2\|2  [0.865]

Rule 26/240: (69.3/11.1, lift 8.6)
    PC1 <= -0.430681
    PC8 > 1.189587
    PC8 <= 2.288101
    PC20 > 0.1147595
    PC63 > 0.1470641
    PC66 <= 0.6968356
    PC98 <= -0.00813306
    ->  class 2\|2  [0.830]

Rule 26/241: (9.6/1, lift 8.6)
    PC2 <= 2.5099
    PC8 <= -3.178724
    PC23 > -2.002534
    PC23 <= -0.4235344
    PC35 > -1.782501
    PC46 <= 0.413817
    PC98 > 0.3310586
    ->  class 2\|2  [0.825]

Rule 26/242: (68.8/12.5, lift 8.4)
    PC1 <= -0.430681
    PC6 <= -0.1738299
    PC8 > -3.178724
    PC8 <= -2.02036
    PC15 <= 2.25694
    PC19 > -2.848473
    PC28 > -0.01834604
    PC44 <= 0.2602066
    PC63 <= 0.06868295
    PC80 > -0.7950753
    PC94 > -1.372551
    ->  class 2\|2  [0.809]

Rule 26/243: (54.2/10.3, lift 8.3)
    PC8 > -3.178724
    PC8 <= -0.6175917
    PC29 <= 0.3427134
    PC43 > -1.385026
    PC63 <= 0.06868295
    PC94 <= -1.372551
    ->  class 2\|2  [0.798]

Rule 26/244: (23.6/4.3, lift 8.3)
    PC1 <= -0.430681
    PC8 <= -3.178724
    PC24 > -3.168845
    PC46 > 0.413817
    PC54 > 0.2533777
    ->  class 2\|2  [0.793]

Rule 26/245: (1281.2/612.9, lift 5.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC3 > -1.969858
    PC3 <= 0.4447472
    PC8 > -0.6175917
    PC8 <= 1.189587
    PC98 <= 0.6837059
    ->  class 2\|2  [0.522]

Rule 26/246: (7746.6/6622.1, lift 1.5)
    PC1 <= -0.430681
    PC7 <= 0.1299887
    ->  class 2\|2  [0.145]

Rule 26/247: (134.4/0.2, lift 7.8)
    PC1 <= -0.9956915
    PC6 <= -0.1738299
    PC8 > -3.178724
    PC8 <= -0.6175917
    PC19 > -2.848473
    PC22 <= 0.808637
    PC28 > -0.2665321
    PC29 <= 0.3427134
    PC30 <= 0.5125714
    PC44 > 0.2602066
    PC63 <= 0.06868295
    PC89 > -0.6947736
    PC92 <= 1.300372
    PC94 > -1.372551
    ->  class 2\|3  [0.991]

Rule 26/248: (79, lift 7.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC4 > -0.3876871
    PC8 > -0.6175917
    PC8 <= 1.189587
    PC38 <= 0.5664885
    PC60 > 0.2727447
    PC67 <= 0.145339
    PC81 > -0.331991
    PC84 > -0.05779885
    PC95 > -0.1269479
    ->  class 2\|3  [0.988]

Rule 26/249: (74.2, lift 7.7)
    PC1 > -0.430681
    PC1 <= 7.978601
    PC2 <= 2.5099
    PC3 <= 0.1229528
    PC8 <= -0.1434936
    PC10 > -0.7764253
    PC16 > -0.9735159
    PC21 <= 0.9193565
    PC43 > -1.276819
    PC67 > -0.404483
    PC85 > -0.4525542
    ->  class 2\|3  [0.987]

Rule 26/250: (60.2, lift 7.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -3.178724
    PC8 <= -0.6175917
    PC10 <= -0.05335607
    PC28 > -0.2665321
    PC36 > -0.7236297
    PC43 > -1.385026
    PC63 > 0.06868295
    PC87 > -2.384255
    ->  class 2\|3  [0.984]

Rule 26/251: (88.7/1.1, lift 7.7)
    PC2 <= 2.5099
    PC8 <= -0.6175917
    PC19 > -2.848473
    PC24 > -3.168845
    PC68 > 2.949583
    PC80 <= 1.958725
    ->  class 2\|3  [0.977]

Rule 26/252: (33.8, lift 7.6)
    PC1 <= -0.430681
    PC3 > 0.2017353
    PC8 <= -0.6175917
    PC32 <= 1.43179
    PC63 > 0.06868295
    PC78 > -0.08330103
    ->  class 2\|3  [0.971]

Rule 26/253: (28.6, lift 7.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.02036
    PC8 <= -0.6175917
    PC15 <= 2.25694
    PC22 <= 0.808637
    PC24 <= -0.3531695
    PC43 > -1.385026
    PC63 <= 0.06868295
    ->  class 2\|3  [0.967]

Rule 26/254: (110.7/3.4, lift 7.5)
    PC1 <= -0.430681
    PC8 > -3.178724
    PC8 <= -0.6175917
    PC19 <= -2.848473
    PC60 > -0.2318248
    PC95 <= 0.1109738
    ->  class 2\|3  [0.961]

Rule 26/255: (480.1/18.4, lift 7.5)
    PC1 <= -0.430681
    PC6 > -0.1738299
    PC8 > -3.178724
    PC8 <= -0.6175917
    PC17 <= -0.3588226
    PC29 <= 0.3427134
    PC43 > -1.385026
    PC45 <= 0.4507558
    PC63 <= 0.06868295
    ->  class 2\|3  [0.960]

Rule 26/256: (21.9, lift 7.5)
    PC1 <= -0.430681
    PC8 <= -0.6175917
    PC43 <= -1.385026
    PC60 > 1.825348
    PC73 > -1.479263
    ->  class 2\|3  [0.958]

Rule 26/257: (107.5/4.2, lift 7.5)
    PC1 <= -0.430681
    PC6 > -0.1738299
    PC8 > -3.178724
    PC8 <= -0.6175917
    PC17 > -0.3588226
    PC19 > -2.848473
    PC21 <= 1.646455
    PC28 > -0.1430286
    PC29 <= 0.3427134
    PC43 > -1.385026
    PC51 <= 0.2536712
    PC60 <= 1.572703
    PC63 <= 0.06868295
    PC88 <= 0.351163
    ->  class 2\|3  [0.953]

Rule 26/258: (79/3.1, lift 7.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -3.178724
    PC8 <= -0.6175917
    PC9 > -1.571988
    PC19 > -2.848473
    PC43 > -1.385026
    PC63 > 0.06868295
    PC78 <= -0.08330103
    PC92 <= 1.167466
    PC94 > -0.2871013
    ->  class 2\|3  [0.949]

Rule 26/259: (15.8, lift 7.4)
    PC1 > -0.430681
    PC3 <= 0.1229528
    PC21 <= 0.9193565
    PC44 <= 0.800207
    PC47 <= -0.02200633
    PC77 <= -0.698553
    ->  class 2\|3  [0.944]

Rule 26/260: (280/17.7, lift 7.3)
    PC1 <= -0.9956915
    PC8 > -2.02036
    PC8 <= -0.6175917
    PC28 > -0.2665321
    PC29 <= 0.3427134
    PC30 <= 0.5125714
    PC36 > -0.7236297
    PC43 > -1.385026
    PC49 > 0.06548443
    PC63 <= 0.06868295
    PC79 <= 0.5791404
    PC94 > -1.372551
    ->  class 2\|3  [0.934]

Rule 26/261: (7.2, lift 7.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC3 > -1.613911
    PC8 <= 1.189587
    PC32 <= 1.075985
    PC53 <= -1.155431
    PC60 <= 0.2727447
    ->  class 2\|3  [0.892]

Rule 26/262: (8.1/0.6, lift 6.6)
    PC2 <= 2.5099
    PC9 <= -2.73377
    PC19 > -2.848473
    PC43 <= -1.385026
    ->  class 2\|3  [0.838]

Rule 26/263: (10.7/1.1, lift 6.5)
    PC1 <= -0.430681
    PC6 > 1.27834
    PC8 > -0.6175917
    PC8 <= 1.189587
    PC60 > 0.2727447
    PC95 <= -0.1269479
    ->  class 2\|3  [0.832]

Rule 26/264: (30.5/4.8, lift 6.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.6175917
    PC8 <= 1.189587
    PC39 <= -0.487377
    PC83 <= -0.4805476
    PC98 > 0.6837059
    ->  class 2\|3  [0.820]

Rule 26/265: (39/10.1, lift 5.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC3 <= -1.969858
    PC8 > -0.6175917
    ->  class 2\|3  [0.730]

Rule 26/266: (3505.1/1623, lift 4.2)
    PC2 <= 2.5099
    PC8 <= -1.621782
    ->  class 2\|3  [0.537]

Rule 26/267: (77.6, lift 22.6)
    PC2 <= 2.5099
    PC8 <= -3.178724
    PC46 <= 0.413817
    PC48 <= 0.4045093
    PC85 > 0.8064775
    PC98 <= 0.3310586
    ->  class 2\|4  [0.986]

Rule 26/268: (52.9, lift 22.5)
    PC1 <= -0.430681
    PC8 > -3.178724
    PC8 <= -0.6175917
    PC19 <= -2.848473
    PC47 <= -0.1673725
    PC95 > 0.1109738
    ->  class 2\|4  [0.982]

Rule 26/269: (80.1/1.1, lift 22.3)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC10 <= -0.7764253
    PC21 > 0.02643494
    PC25 > -0.07683505
    PC65 > -2.581725
    PC85 > 0.4219957
    ->  class 2\|4  [0.975]

Rule 26/270: (41.2, lift 22.3)
    PC8 <= -3.178724
    PC23 <= -2.002534
    PC24 > -3.168845
    PC35 > -1.782501
    PC43 <= 0.835223
    PC92 > -2.982111
    ->  class 2\|4  [0.975]

Rule 26/271: (250.7/7.7, lift 22.1)
    PC8 <= -3.178724
    PC34 <= 0.543219
    PC35 > -1.782501
    PC43 > 0.835223
    PC46 <= 0.413817
    PC54 <= 1.07421
    PC76 <= 0.5006346
    ->  class 2\|4  [0.966]

Rule 26/272: (25, lift 22.0)
    PC1 <= -0.430681
    PC6 > -0.1738299
    PC8 <= -0.6175917
    PC17 > -0.3588226
    PC51 > 0.2536712
    PC63 <= 0.06868295
    PC94 > -1.372551
    ->  class 2\|4  [0.962]

Rule 26/273: (101.8/3.2, lift 22.0)
    PC1 <= -0.430681
    PC8 <= -3.178724
    PC35 > -1.782501
    PC48 > 0.4045093
    PC70 > -0.2246349
    PC88 <= 0.1156002
    ->  class 2\|4  [0.959]

Rule 26/274: (133.1/4.6, lift 22.0)
    PC8 <= -3.178724
    PC9 > 4.050429
    PC23 > -2.002534
    PC35 > -1.782501
    PC46 <= 0.413817
    PC47 > -0.3876477
    ->  class 2\|4  [0.959]

Rule 26/275: (22, lift 22.0)
    PC1 > -0.430681
    PC1 <= 7.978601
    PC2 <= 2.5099
    PC3 <= 0.1229528
    PC16 > -0.9735159
    PC21 <= 0.9193565
    PC67 <= -0.404483
    ->  class 2\|4  [0.958]

Rule 26/276: (158.5/7.7, lift 21.7)
    PC2 <= 2.5099
    PC8 <= -3.178724
    PC19 <= 1.202835
    PC43 <= 0.835223
    PC46 <= 0.413817
    PC47 <= -0.3876477
    PC49 <= 0.1540799
    PC80 > -0.7578422
    PC98 <= 0.3310586
    ->  class 2\|4  [0.946]

Rule 26/277: (11.9, lift 21.3)
    PC1 <= -0.430681
    PC6 > 1.461384
    PC8 <= -0.6175917
    PC43 <= -1.385026
    ->  class 2\|4  [0.928]

Rule 26/278: (8.6, lift 20.7)
    PC1 <= -0.430681
    PC6 > -0.1738299
    PC8 > -3.178724
    PC8 <= -0.6175917
    PC17 > -0.3588226
    PC28 <= -0.1430286
    ->  class 2\|4  [0.906]

Rule 26/279: (8.5, lift 20.7)
    PC36 <= -11.39638
    ->  class 2\|4  [0.905]

Rule 26/280: (25.2/2.9, lift 19.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC6 > -0.1738299
    PC8 <= -0.6175917
    PC45 > 0.4507558
    PC63 <= 0.06868295
    ->  class 2\|4  [0.856]

Rule 26/281: (4.8, lift 19.5)
    PC2 <= 2.5099
    PC10 <= -0.7764253
    PC25 > -0.07683505
    PC85 <= 0.4219957
    PC99 > 1.747879
    ->  class 2\|4  [0.853]

Rule 26/282: (28.9/3.9, lift 19.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC6 > -0.1738299
    PC8 > -3.178724
    PC17 > -0.3588226
    PC60 > 1.572703
    PC63 <= 0.06868295
    ->  class 2\|4  [0.841]

Rule 26/283: (24.2/5.1, lift 17.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -3.178724
    PC8 <= -0.6175917
    PC29 > 0.3427134
    PC30 <= 0.5125714
    PC36 > -0.7236297
    PC63 <= 0.06868295
    ->  class 2\|4  [0.768]

Rule 26/284: (11.5/5.2, lift 12.4)
    PC8 <= -3.178724
    PC24 > -3.168845
    PC46 <= 0.413817
    PC92 <= -2.982111
    ->  class 2\|4  [0.539]

Default class: 1\|1

-----  Trial 27:  -----

Rules:

Rule 27/1: (136.9/0.9, lift 15.4)
    PC2 <= 6.59287
    PC13 <= 7.236558
    PC18 > 2.365061
    PC19 <= 0.007587331
    PC57 > 1.162431
    PC91 <= 2.682686
    ->  class 0\|0  [0.986]

Rule 27/2: (177.9/8.3, lift 14.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 0.8367534
    PC14 > 0.5649558
    PC18 <= 2.365061
    PC19 <= 0.1027926
    PC21 > -0.4462331
    PC29 > -0.4235662
    PC30 > -0.7421157
    PC87 <= 0.1316473
    ->  class 0\|0  [0.948]

Rule 27/3: (483.5/25.3, lift 14.8)
    PC2 <= 6.59287
    PC4 <= 7.954464
    PC13 <= 7.236558
    PC18 > 2.761912
    PC19 <= 0.007587331
    PC28 <= 2.564032
    PC35 <= 0.3892615
    PC49 <= 0.4585105
    PC52 > -1.627798
    PC74 <= 2.399232
    PC91 <= 2.682686
    PC97 <= 0.169481
    ->  class 0\|0  [0.946]

Rule 27/4: (24.6/1.1, lift 14.4)
    PC7 <= -0.7458541
    PC19 <= 0.3461967
    PC30 > 4.817863
    ->  class 0\|0  [0.922]

Rule 27/5: (7.5, lift 14.0)
    PC13 > 7.236558
    PC18 > 3.718587
    PC31 > 0.1783828
    ->  class 0\|0  [0.895]

Rule 27/6: (7.8/0.3, lift 13.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 <= -0.7458541
    PC18 > -2.430627
    PC18 <= -0.1703712
    PC44 > 2.195642
    ->  class 0\|0  [0.870]

Rule 27/7: (5.7, lift 13.6)
    PC13 > 7.236558
    PC18 > 3.718587
    PC20 > -3.980935
    PC28 <= 2.931851
    PC59 > 2.532087
    ->  class 0\|0  [0.870]

Rule 27/8: (66.5/8.2, lift 13.5)
    PC2 > 2.5099
    PC3 > -1.889242
    PC3 <= 1.640775
    PC13 <= 0.8367534
    PC18 > -0.1703712
    PC18 <= 2.365061
    PC21 > -0.4462331
    PC29 > -0.4235662
    PC59 <= -0.5019927
    ->  class 0\|0  [0.865]

Rule 27/9: (104.2/20.9, lift 12.4)
    PC2 > 2.5099
    PC6 > 0.2108589
    PC10 <= -0.9345169
    PC18 > -1.136285
    ->  class 0\|0  [0.794]

Rule 27/10: (1547.1/613.9, lift 9.4)
    PC12 > -2.032964
    PC13 <= 7.236558
    PC18 > 2.365061
    PC84 <= 1.938207
    ->  class 0\|0  [0.603]

Rule 27/11: (92.9, lift 12.2)
    PC4 <= -7.157087
    PC18 > 2.365061
    PC57 <= 1.162431
    PC86 > -1.272787
    PC97 > 0.169481
    ->  class 0\|1  [0.989]

Rule 27/12: (80, lift 12.2)
    PC2 <= 6.59287
    PC13 <= 7.236558
    PC18 > 2.365061
    PC21 <= -0.02218264
    PC27 > -1.167597
    PC30 > 0.2418079
    PC49 > 0.4585105
    PC77 > -0.3036075
    PC86 > -1.272787
    ->  class 0\|1  [0.988]

Rule 27/13: (85.4, lift 12.2)
    PC12 > -2.032964
    PC13 <= 7.236558
    PC18 > 2.365061
    PC42 > 1.801262
    PC86 > -1.272787
    ->  class 0\|1  [0.988]

Rule 27/14: (84, lift 12.2)
    PC13 > 7.236558
    PC18 > 3.718587
    PC20 > -3.980935
    PC28 <= 2.931851
    PC31 <= 0.1783828
    PC59 <= 2.532087
    ->  class 0\|1  [0.988]

Rule 27/15: (62.9, lift 12.1)
    PC2 > 2.5099
    PC3 > -1.889242
    PC3 <= 1.640775
    PC18 > -0.1703712
    PC18 <= 2.365061
    PC21 <= -0.4462331
    ->  class 0\|1  [0.985]

Rule 27/16: (54.6, lift 12.1)
    PC7 > -0.7458541
    PC10 <= -0.9345169
    PC18 > -1.136285
    PC18 <= -0.1703712
    PC44 > 0.7174938
    PC76 > -0.02862407
    ->  class 0\|1  [0.982]

Rule 27/17: (40, lift 12.0)
    PC12 > -2.032964
    PC13 <= 7.236558
    PC18 > 2.365061
    PC52 <= -6.357232
    ->  class 0\|1  [0.976]

Rule 27/18: (211.4/5.2, lift 12.0)
    PC2 > 6.59287
    PC12 > -2.032964
    PC13 <= 7.236558
    PC18 > 2.365061
    PC44 > -0.6656802
    PC55 > -0.1295049
    PC75 <= 0.1133059
    PC86 > -1.272787
    PC88 > -4.003706
    ->  class 0\|1  [0.971]

Rule 27/19: (134.2/3, lift 12.0)
    PC4 <= 7.954464
    PC18 > 2.761912
    PC43 > 0.2660365
    PC57 <= 1.162431
    PC86 > -1.272787
    PC97 > 0.169481
    ->  class 0\|1  [0.970]

Rule 27/20: (45.2/0.5, lift 11.9)
    PC2 > 2.5099
    PC12 > -2.032964
    PC13 <= 7.236558
    PC18 > 2.365061
    PC91 > 2.682686
    ->  class 0\|1  [0.968]

Rule 27/21: (110/2.7, lift 11.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 <= -0.7458541
    PC18 > -2.430627
    PC18 <= -0.1703712
    PC20 > -2.973031
    PC28 <= 1.022186
    PC30 <= 4.817863
    PC43 <= 0.2651465
    PC44 <= 2.195642
    PC53 > -6.779774
    ->  class 0\|1  [0.967]

Rule 27/22: (28.1, lift 11.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC10 <= -0.9345169
    PC18 > -1.136285
    PC18 <= -0.1703712
    PC44 <= 0.7174938
    PC77 > 0.2223647
    ->  class 0\|1  [0.967]

Rule 27/23: (35.2/0.4, lift 11.9)
    PC2 > 2.5099
    PC12 > -2.032964
    PC13 <= 7.236558
    PC18 > 2.365061
    PC74 > 2.399232
    ->  class 0\|1  [0.963]

Rule 27/24: (49.6/1, lift 11.9)
    PC12 > -2.032964
    PC13 <= 7.236558
    PC18 > 2.365061
    PC52 <= -1.627798
    PC57 <= 1.162431
    ->  class 0\|1  [0.962]

Rule 27/25: (48.9/1.1, lift 11.8)
    PC7 > -0.7458541
    PC15 > -0.2495917
    PC18 <= -0.1703712
    PC57 > 0.218777
    PC78 > 2.43545
    ->  class 0\|1  [0.959]

Rule 27/26: (22.7, lift 11.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC10 <= -0.7628639
    PC18 > -0.1703712
    PC19 > 0.1027926
    ->  class 0\|1  [0.959]

Rule 27/27: (21.3, lift 11.8)
    PC10 <= -0.9345169
    PC18 > -1.136285
    PC18 <= -0.1703712
    PC95 > 0.6273936
    ->  class 0\|1  [0.957]

Rule 27/28: (17.9, lift 11.7)
    PC12 > -2.032964
    PC18 > 2.365061
    PC27 <= -2.540749
    PC57 <= 1.162431
    PC86 > -1.272787
    ->  class 0\|1  [0.950]

Rule 27/29: (164.5/7.8, lift 11.7)
    PC2 > 2.5099
    PC10 <= -0.7628639
    PC18 > -0.1703712
    PC18 <= 2.365061
    PC21 > -0.4462331
    PC29 <= -0.4235662
    ->  class 0\|1  [0.947]

Rule 27/30: (12.9, lift 11.5)
    PC2 > 2.5099
    PC12 > -2.032964
    PC13 <= 7.236558
    PC18 > 2.365061
    PC19 > 0.007587331
    PC86 > -1.272787
    ->  class 0\|1  [0.933]

Rule 27/31: (33.5/1.7, lift 11.4)
    PC2 > 2.5099
    PC3 > -1.889242
    PC3 <= 1.640775
    PC14 > 0.5649558
    PC18 > -0.1703712
    PC29 > -0.4235662
    PC30 <= -0.7421157
    ->  class 0\|1  [0.923]

Rule 27/32: (51.8/5.1, lift 10.9)
    PC2 > 2.5099
    PC12 > -2.032964
    PC13 <= 7.236558
    PC18 > 2.365061
    PC35 > 0.3892615
    PC86 <= -0.478604
    ->  class 0\|1  [0.886]

Rule 27/33: (68.5/7.8, lift 10.8)
    PC12 > -2.032964
    PC13 <= 7.236558
    PC18 > 2.365061
    PC31 > 0.2252463
    PC57 <= 1.162431
    ->  class 0\|1  [0.875]

Rule 27/34: (5.9, lift 10.8)
    PC3 <= 1.640775
    PC7 <= -0.7458541
    PC18 <= -2.430627
    PC30 > 3.097199
    PC30 <= 4.817863
    ->  class 0\|1  [0.873]

Rule 27/35: (317/42.1, lift 10.7)
    PC2 > 2.5099
    PC10 <= -0.7628639
    PC18 > -0.1703712
    PC18 <= 2.365061
    PC87 > 0.1316473
    ->  class 0\|1  [0.865]

Rule 27/36: (62/7.7, lift 10.6)
    PC12 > -2.032964
    PC13 <= 7.236558
    PC18 > 2.365061
    PC18 <= 2.761912
    PC31 <= 0.2252463
    PC32 <= 0.2233723
    PC49 <= 0.4585105
    PC57 <= 1.162431
    ->  class 0\|1  [0.863]

Rule 27/37: (50.1/6.7, lift 10.5)
    PC2 > 2.5099
    PC3 > -1.889242
    PC3 <= 1.640775
    PC10 <= -0.7628639
    PC14 <= 0.5649558
    PC18 > -0.1703712
    PC18 <= 2.365061
    ->  class 0\|1  [0.852]

Rule 27/38: (100.3/15, lift 10.4)
    PC4 > 7.954464
    PC12 > -2.032964
    PC18 > 2.365061
    PC57 <= 1.162431
    PC86 > -1.272787
    ->  class 0\|1  [0.844]

Rule 27/39: (24.3/3.8, lift 10.1)
    PC2 > 2.5099
    PC9 > 0.297108
    PC18 > -1.136285
    PC18 <= -0.1703712
    PC87 > 0.1907422
    ->  class 0\|1  [0.819]

Rule 27/40: (184.7/50.6, lift 8.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC12 > -2.032964
    PC18 > -0.1703712
    PC18 <= 3.718587
    PC35 <= -0.3969824
    ->  class 0\|1  [0.723]

Rule 27/41: (603/181.7, lift 8.6)
    PC2 > 2.5099
    PC3 <= -1.889242
    PC12 > -2.032964
    PC12 <= 1.927776
    PC18 > -0.1703712
    PC18 <= 2.365061
    PC39 > -1.54784
    PC40 > -2.091298
    PC84 <= 1.938207
    ->  class 0\|1  [0.698]

Rule 27/42: (109, lift 10.3)
    PC1 <= -0.4139525
    PC2 > 2.874486
    PC7 > -0.7458541
    PC9 <= 0.5243747
    PC18 > -1.91947
    PC18 <= -1.136285
    PC32 > -1.397449
    PC39 > -0.7481161
    PC40 > -1.58891
    PC52 > -1.922131
    PC78 <= 2.43545
    PC92 > -1.103412
    PC94 > 0.4037371
    ->  class 0\|2  [0.991]

Rule 27/43: (106.2, lift 10.3)
    PC2 > 2.5099
    PC12 <= -2.032964
    PC18 > -0.1703712
    PC42 > -2.196222
    ->  class 0\|2  [0.991]

Rule 27/44: (92.6, lift 10.3)
    PC3 <= 1.640775
    PC7 > -0.7458541
    PC15 > 0.7124785
    PC18 <= -1.136285
    PC34 > -0.3604122
    PC59 <= 0.8846105
    PC91 > -0.737647
    ->  class 0\|2  [0.989]

Rule 27/45: (84.8, lift 10.3)
    PC3 <= 1.640775
    PC7 <= -0.7458541
    PC18 <= -2.430627
    PC19 <= 0.3461967
    PC30 <= 3.097199
    PC31 <= 0.3367273
    PC33 > -1.425962
    ->  class 0\|2  [0.988]

Rule 27/46: (78.9, lift 10.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC11 > 0.07482972
    PC18 > -1.91947
    PC18 <= -1.136285
    PC40 > -1.58891
    PC52 > -1.922131
    PC92 > -1.103412
    ->  class 0\|2  [0.988]

Rule 27/47: (83.9, lift 10.2)
    PC7 > -0.7458541
    PC16 <= 1.840834
    PC18 <= -1.136285
    PC25 > -0.3697706
    PC33 > 3.754773
    PC71 > -0.928605
    PC78 <= 2.43545
    ->  class 0\|2  [0.988]

Rule 27/48: (71.9, lift 10.2)
    PC13 > 7.236558
    PC15 > 0.920364
    PC18 > -0.1703712
    PC18 <= 3.718587
    PC35 > -0.3969824
    ->  class 0\|2  [0.986]

Rule 27/49: (65.5, lift 10.2)
    PC3 <= 1.640775
    PC5 > 1.875734
    PC15 > 0.7124785
    PC18 <= -1.136285
    PC43 <= 1.773609
    PC55 > -1.370677
    ->  class 0\|2  [0.985]

Rule 27/50: (63.9, lift 10.2)
    PC2 > 2.5099
    PC18 > -0.1703712
    PC18 <= 2.365061
    PC40 <= -2.091298
    PC41 <= 0.3306161
    PC98 > -1.163594
    ->  class 0\|2  [0.985]

Rule 27/51: (81.1/0.3, lift 10.2)
    PC3 <= 1.640775
    PC7 > -0.7458541
    PC18 <= -1.136285
    PC32 <= -1.397449
    PC43 <= 1.773609
    PC48 <= 0.3789212
    PC72 <= -0.07845613
    ->  class 0\|2  [0.984]

Rule 27/52: (54, lift 10.2)
    PC4 <= -6.964373
    PC18 <= -1.136285
    PC66 > -1.162353
    PC87 > 0.1267545
    ->  class 0\|2  [0.982]

Rule 27/53: (47.2, lift 10.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 <= -0.7458541
    PC18 <= -0.1703712
    PC19 <= 0.3461967
    PC43 > 0.2651465
    ->  class 0\|2  [0.980]

Rule 27/54: (45.4, lift 10.2)
    PC4 > 7.896845
    PC15 <= 0.7124785
    PC18 > -1.91947
    PC18 <= -0.1703712
    PC78 <= 2.43545
    PC92 > -1.103412
    ->  class 0\|2  [0.979]

Rule 27/55: (46.1, lift 10.2)
    PC1 <= -0.4139525
    PC18 > -1.91947
    PC18 <= -1.136285
    PC35 > 0.1219892
    PC35 <= 0.4803709
    PC39 > -0.7481161
    PC40 > -1.58891
    PC52 > -1.922131
    PC92 > -1.103412
    PC94 <= 0.4037371
    PC96 > -0.756959
    ->  class 0\|2  [0.979]

Rule 27/56: (94.9/1.5, lift 10.1)
    PC7 <= -0.4666672
    PC18 <= -1.91947
    PC24 > -0.04805686
    PC33 <= 3.754773
    PC43 <= 1.773609
    PC77 > -0.4501603
    PC78 <= 2.43545
    PC98 > -1.040769
    ->  class 0\|2  [0.974]

Rule 27/57: (46.5/0.2, lift 10.1)
    PC4 <= -6.964373
    PC18 <= -1.136285
    PC35 > 0.501202
    ->  class 0\|2  [0.974]

Rule 27/58: (77.9/1.1, lift 10.1)
    PC3 <= 1.640775
    PC9 <= 0.5243747
    PC18 > -1.91947
    PC18 <= -1.136285
    PC32 > -1.397449
    PC35 <= 0.4803709
    PC39 > -0.7481161
    PC40 > -1.58891
    PC52 > -1.922131
    PC62 > -0.09971878
    PC92 > -1.103412
    ->  class 0\|2  [0.973]

Rule 27/59: (38.6/0.1, lift 10.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 > -0.7458541
    PC9 > 0.6749936
    PC18 <= -1.136285
    ->  class 0\|2  [0.972]

Rule 27/60: (33.9, lift 10.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC10 > -0.9345169
    PC17 > -0.1422031
    PC18 <= -0.1703712
    PC37 <= 1.081589
    PC78 <= 2.43545
    ->  class 0\|2  [0.972]

Rule 27/61: (37/0.2, lift 10.0)
    PC3 <= 1.640775
    PC18 > -1.91947
    PC18 <= -1.136285
    PC32 > -1.397449
    PC35 <= 0.4803709
    PC39 > -0.7481161
    PC40 > -1.58891
    PC52 > -1.922131
    PC96 <= -0.756959
    ->  class 0\|2  [0.968]

Rule 27/62: (27.4, lift 10.0)
    PC2 > 2.5099
    PC18 > -1.91947
    PC18 <= -1.136285
    PC39 > -0.7481161
    PC62 <= -0.09971878
    PC92 > -1.103412
    PC94 <= 0.4037371
    PC95 <= -0.2095289
    ->  class 0\|2  [0.966]

Rule 27/63: (64.8/1.4, lift 10.0)
    PC7 > -0.7458541
    PC10 <= -0.9345169
    PC18 > -1.136285
    PC18 <= -0.1703712
    PC31 <= 0.2845364
    PC76 <= -0.02862407
    PC78 <= 2.43545
    ->  class 0\|2  [0.964]

Rule 27/64: (59.5/1.3, lift 10.0)
    PC4 <= -6.964373
    PC7 > -0.7458541
    PC18 <= -0.1703712
    PC34 > -1.94964
    PC84 > 0.2514168
    ->  class 0\|2  [0.962]

Rule 27/65: (26.2, lift 10.0)
    PC7 > -0.7458541
    PC18 <= -1.136285
    PC25 <= -2.254268
    PC66 > -1.162353
    PC67 > -0.6125493
    PC94 > -0.487979
    ->  class 0\|2  [0.961]

Rule 27/66: (28.4/0.2, lift 10.0)
    PC7 > -0.7458541
    PC18 <= -1.136285
    PC32 > -1.397449
    PC64 <= 4.875659
    PC66 > -1.162353
    PC66 <= -1.000756
    PC78 <= 2.43545
    PC94 > -0.487979
    ->  class 0\|2  [0.960]

Rule 27/67: (39.1/0.7, lift 10.0)
    PC4 > 8.238229
    PC10 > -0.9345169
    PC18 > -1.136285
    PC18 <= -0.1703712
    ->  class 0\|2  [0.960]

Rule 27/68: (22.6, lift 9.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 > -0.7458541
    PC18 > -1.136285
    PC18 <= -0.1703712
    PC29 > 1.807862
    PC37 <= 1.081589
    PC78 <= 2.43545
    ->  class 0\|2  [0.959]

Rule 27/69: (73.8/2.2, lift 9.9)
    PC2 > 2.5099
    PC3 <= -1.889242
    PC12 <= 1.927776
    PC18 > -0.1703712
    PC18 <= 2.365061
    PC39 > -1.54784
    PC90 <= -1.207988
    ->  class 0\|2  [0.958]

Rule 27/70: (29.9/0.5, lift 9.9)
    PC2 > 2.5099
    PC3 <= -1.889242
    PC12 <= 1.927776
    PC18 > -0.1703712
    PC18 <= 1.108336
    PC39 > -1.54784
    PC59 <= -1.35427
    PC84 <= 1.938207
    ->  class 0\|2  [0.952]

Rule 27/71: (17.9, lift 9.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC15 <= 0.7124785
    PC18 > -1.91947
    PC18 <= -1.136285
    PC37 <= -0.8678297
    PC43 <= 1.773609
    PC52 > -1.922131
    PC92 > -1.103412
    PC100 > -0.1612637
    ->  class 0\|2  [0.950]

Rule 27/72: (60.5/2.1, lift 9.9)
    PC2 > 2.5099
    PC7 > -0.7458541
    PC10 > -0.9345169
    PC18 > -1.136285
    PC18 <= -0.1703712
    PC37 > 1.081589
    ->  class 0\|2  [0.950]

Rule 27/73: (19.6/0.1, lift 9.8)
    PC14 <= 0.276467
    PC18 <= -0.1703712
    PC25 > 0.7619632
    PC38 > 0.07101676
    PC64 <= 4.875659
    PC66 > -1.162353
    PC78 <= 2.43545
    PC94 > -0.487979
    ->  class 0\|2  [0.948]

Rule 27/74: (16.7, lift 9.8)
    PC1 <= -0.4139525
    PC2 > 2.5099
    PC5 <= -0.4823957
    PC7 > -0.7458541
    PC18 > -1.91947
    PC18 <= -0.1703712
    PC35 <= 0.4803709
    ->  class 0\|2  [0.947]

Rule 27/75: (103.1/4.6, lift 9.8)
    PC3 <= 1.640775
    PC6 <= 0.2108589
    PC7 > -0.7458541
    PC10 <= -0.9345169
    PC18 > -1.136285
    PC18 <= -0.1703712
    PC31 <= 0.2845364
    PC37 <= 1.807821
    PC44 <= 0.7174938
    PC78 <= 2.43545
    PC87 <= 0.1907422
    PC95 <= 0.6273936
    ->  class 0\|2  [0.947]

Rule 27/76: (16.3, lift 9.8)
    PC3 <= -1.889242
    PC12 > -2.032964
    PC13 <= 7.236558
    PC18 > -0.1703712
    PC18 <= 2.365061
    PC39 <= -1.54784
    PC84 <= 1.938207
    ->  class 0\|2  [0.945]

Rule 27/77: (15.9, lift 9.8)
    PC2 > 2.5099
    PC7 > -0.7458541
    PC18 > -1.136285
    PC18 <= -1.111185
    PC37 <= 1.081589
    ->  class 0\|2  [0.944]

Rule 27/78: (31.8/0.9, lift 9.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 <= -0.1703712
    PC37 > 2.849658
    PC78 <= 2.43545
    ->  class 0\|2  [0.943]

Rule 27/79: (82.6/4.1, lift 9.7)
    PC2 > 2.5099
    PC3 <= -1.889242
    PC13 <= 7.236558
    PC18 > -0.1703712
    PC18 <= 1.108336
    PC19 > -0.2329682
    PC40 <= -0.5588934
    PC47 > -0.609759
    ->  class 0\|2  [0.940]

Rule 27/80: (64.1/3, lift 9.7)
    PC15 > -0.2495917
    PC18 <= -1.090713
    PC57 <= 0.218777
    PC78 > 2.43545
    PC100 > -0.04304946
    ->  class 0\|2  [0.939]

Rule 27/81: (14.8, lift 9.7)
    PC1 > -0.4764788
    PC3 <= 1.640775
    PC18 <= -1.91947
    PC38 > 0.07101676
    PC64 <= -0.4586444
    PC67 > -0.6125493
    ->  class 0\|2  [0.937]

Rule 27/82: (14.6, lift 9.7)
    PC18 > -1.91947
    PC18 <= -1.136285
    PC40 <= -1.58891
    PC43 <= 1.773609
    PC52 > -1.922131
    PC92 > -1.103412
    PC100 <= -0.1612637
    ->  class 0\|2  [0.936]

Rule 27/83: (44.2/2, lift 9.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 <= -0.1703712
    PC26 > 1.475225
    PC32 > -1.397449
    PC33 <= 3.754773
    PC43 <= 1.773609
    ->  class 0\|2  [0.936]

Rule 27/84: (21/0.5, lift 9.7)
    PC18 <= -1.136285
    PC37 <= 2.849658
    PC64 > 4.875659
    PC78 <= 2.43545
    ->  class 0\|2  [0.935]

Rule 27/85: (79.2/4.4, lift 9.7)
    PC13 > 7.236558
    PC18 > -0.1703712
    PC20 > -4.314174
    PC22 > -2.687148
    PC54 <= 1.014989
    PC65 <= -0.2877114
    ->  class 0\|2  [0.934]

Rule 27/86: (12.1, lift 9.6)
    PC3 <= 1.640775
    PC7 <= -0.7458541
    PC18 <= -0.1703712
    PC19 <= 0.3461967
    PC28 > 1.022186
    ->  class 0\|2  [0.929]

Rule 27/87: (22.9/1, lift 9.6)
    PC3 <= 1.640775
    PC12 > -2.032964
    PC13 <= 7.236558
    PC18 <= 2.365061
    PC39 > -1.54784
    PC47 > -0.609759
    PC69 <= -3.165598
    PC90 > -1.207988
    ->  class 0\|2  [0.921]

Rule 27/88: (10.4, lift 9.5)
    PC13 > 7.236558
    PC18 > -0.1703712
    PC28 > 2.931851
    ->  class 0\|2  [0.919]

Rule 27/89: (8.3, lift 9.4)
    PC13 > 7.236558
    PC18 > 3.718587
    PC20 <= -3.980935
    ->  class 0\|2  [0.903]

Rule 27/90: (40.3/3.2, lift 9.4)
    PC2 > 2.5099
    PC3 <= -1.889242
    PC13 <= 7.236558
    PC18 > -0.1703712
    PC18 <= 1.108336
    PC84 <= 1.938207
    PC90 > -1.207988
    PC98 > 0.7176622
    ->  class 0\|2  [0.902]

Rule 27/91: (7.9, lift 9.3)
    PC2 > 2.5099
    PC3 > -1.889242
    PC3 <= 1.640775
    PC10 > -0.7628639
    PC18 > -0.1703712
    PC18 <= 2.365061
    ->  class 0\|2  [0.899]

Rule 27/92: (59.4/7.4, lift 9.0)
    PC14 <= 0.276467
    PC18 <= -1.91947
    PC33 > 2.897988
    PC37 <= 2.849658
    PC43 <= 1.773609
    PC64 <= 4.875659
    PC66 > -1.162353
    PC94 > -0.487979
    ->  class 0\|2  [0.864]

Rule 27/93: (69.1/9, lift 8.9)
    PC18 <= -1.136285
    PC32 > -1.397449
    PC34 <= -1.94964
    PC43 <= 1.773609
    PC72 <= -0.008416203
    PC73 > -0.2760233
    PC94 > -0.487979
    ->  class 0\|2  [0.860]

Rule 27/94: (15.9/1.8, lift 8.7)
    PC2 > 2.5099
    PC3 <= -1.889242
    PC13 <= 7.236558
    PC18 <= 2.365061
    PC19 <= -0.2329682
    PC40 > -2.091298
    ->  class 0\|2  [0.841]

Rule 27/95: (88.1/13.8, lift 8.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 > -0.7458541
    PC10 > -0.9345169
    PC18 > -1.136285
    PC18 <= -0.1703712
    PC22 > 0.2994803
    ->  class 0\|2  [0.836]

Rule 27/96: (5.2/0.4, lift 8.4)
    PC2 > 2.5099
    PC18 <= -0.1703712
    PC38 > 0.07101676
    PC38 <= 0.07261771
    ->  class 0\|2  [0.813]

Rule 27/97: (4.5/0.2, lift 8.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 > 1.913571
    PC38 > 0.07101676
    ->  class 0\|2  [0.811]

Rule 27/98: (49.9/10.2, lift 8.1)
    PC2 > 2.5099
    PC3 <= -1.889242
    PC12 <= 1.927776
    PC13 <= 7.236558
    PC18 > -0.1703712
    PC18 <= 2.365061
    PC47 <= -0.609759
    PC84 <= 1.938207
    ->  class 0\|2  [0.784]

Rule 27/99: (46.8/10.8, lift 7.9)
    PC2 > 2.5099
    PC7 > -0.7458541
    PC9 <= 0.6749936
    PC18 <= -1.136285
    PC67 <= -0.6125493
    PC78 <= 2.43545
    ->  class 0\|2  [0.759]

Rule 27/100: (20.4/5.3, lift 7.5)
    PC2 > 2.5099
    PC18 > -1.136285
    PC73 > 3.633124
    ->  class 0\|2  [0.719]

Rule 27/101: (39.6/11.4, lift 7.3)
    PC2 > 2.5099
    PC18 > -0.1703712
    PC84 > 1.938207
    ->  class 0\|2  [0.703]

Rule 27/102: (163, lift 9.5)
    PC3 <= 1.640775
    PC15 <= 0.7124785
    PC18 <= -1.91947
    PC26 <= 1.475225
    PC32 > -1.397449
    PC33 <= 3.754773
    PC94 <= -0.487979
    ->  class 0\|3  [0.994]

Rule 27/103: (313.8/1.6, lift 9.5)
    PC4 > -6.964373
    PC7 > -0.4666672
    PC15 <= 0.7124785
    PC17 <= 0.2433885
    PC18 <= -1.91947
    PC30 <= 1.146639
    PC32 > -1.397449
    PC38 <= 0.07101676
    PC66 > -1.000756
    PC67 > -0.6125493
    PC79 > -1.625051
    ->  class 0\|3  [0.992]

Rule 27/104: (40.6, lift 9.3)
    PC13 > 7.236558
    PC15 <= 0.920364
    PC20 <= -4.314174
    ->  class 0\|3  [0.977]

Rule 27/105: (31.8, lift 9.3)
    PC3 <= 1.640775
    PC7 <= -0.7458541
    PC18 <= -2.430627
    PC33 <= -1.425962
    ->  class 0\|3  [0.970]

Rule 27/106: (25.5, lift 9.2)
    PC2 > 2.5099
    PC12 <= -2.032964
    PC42 <= -2.196222
    ->  class 0\|3  [0.964]

Rule 27/107: (25, lift 9.2)
    PC18 <= -0.1703712
    PC53 <= -6.779774
    ->  class 0\|3  [0.963]

Rule 27/108: (12.7, lift 8.9)
    PC7 > -0.7458541
    PC10 <= -0.9345169
    PC18 > -1.136285
    PC18 <= -0.1703712
    PC31 > 0.2845364
    ->  class 0\|3  [0.932]

Rule 27/109: (22.6/2.8, lift 8.1)
    PC2 > 2.5099
    PC16 > 1.840834
    PC33 > 3.754773
    ->  class 0\|3  [0.847]

Rule 27/110: (8014/5939.9, lift 2.5)
    PC2 > 2.5099
    ->  class 0\|3  [0.259]

Rule 27/111: (34.8, lift 26.1)
    PC2 > 2.5099
    PC3 > 1.640775
    PC46 > 0.9321272
    PC71 > 0.972841
    ->  class 1\|0  [0.973]

Rule 27/112: (205.3/6.1, lift 25.9)
    PC1 > -0.430681
    PC12 > 2.3317
    PC16 <= 2.509746
    PC19 > 2.417467
    PC41 <= 1.23103
    PC70 > -0.458995
    PC91 > -0.4093689
    ->  class 1\|0  [0.966]

Rule 27/113: (15.1, lift 25.2)
    PC1 > -0.1217223
    PC1 <= 1.163324
    PC2 <= 2.5099
    PC3 > 0.775887
    PC16 <= 0.3594292
    PC57 > 0.1156747
    PC94 > -0.9760069
    ->  class 1\|0  [0.942]

Rule 27/114: (113.3/7, lift 24.9)
    PC2 > 2.5099
    PC7 > -8.338532
    PC16 <= -5.274351
    PC33 > -0.5413352
    PC78 <= 0.267622
    ->  class 1\|0  [0.930]

Rule 27/115: (22.6/1.8, lift 23.7)
    PC3 > 1.640775
    PC16 <= 0.4291682
    PC37 > 0.280546
    PC54 <= -0.2720395
    PC71 > 0.972841
    ->  class 1\|0  [0.885]

Rule 27/116: (5, lift 22.9)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= 0.4291682
    PC43 <= -1.018115
    PC71 > 0.972841
    ->  class 1\|0  [0.856]

Rule 27/117: (4.8, lift 22.9)
    PC3 > 1.640775
    PC16 <= 0.4291682
    PC47 > 0.1406486
    PC51 > -0.1606648
    PC70 > 1.537228
    ->  class 1\|0  [0.853]

Rule 27/118: (6.2/0.3, lift 22.7)
    PC2 > 2.5099
    PC3 > 1.640775
    PC51 > -0.1606648
    PC71 <= 0.972841
    PC77 > 0.5952014
    ->  class 1\|0  [0.846]

Rule 27/119: (14.9/1.9, lift 22.2)
    PC1 > -0.430681
    PC1 <= -0.1217223
    PC2 <= 2.5099
    PC57 > 1.028121
    PC91 <= 0.2982692
    ->  class 1\|0  [0.828]

Rule 27/120: (8.1/0.8, lift 22.1)
    PC3 > 1.640775
    PC47 > 0.1406486
    PC71 > 0.972841
    PC83 <= -0.4155691
    ->  class 1\|0  [0.826]

Rule 27/121: (52.1/12.3, lift 20.2)
    PC2 > 2.5099
    PC3 > 1.640775
    PC47 <= 0.1406486
    PC51 > -0.1606648
    PC71 > 0.972841
    ->  class 1\|0  [0.755]

Rule 27/122: (159.6/42.5, lift 19.6)
    PC2 <= 2.5099
    PC10 > -0.7928229
    PC16 <= -0.71062
    PC34 <= -1.239713
    ->  class 1\|0  [0.731]

Rule 27/123: (83.8/29.8, lift 17.2)
    PC3 > 1.640775
    PC16 <= 0.4291682
    PC17 > -0.1012408
    PC37 > 0.280546
    ->  class 1\|0  [0.641]

Rule 27/124: (771.3/427.6, lift 11.9)
    PC1 > -0.1217223
    PC3 <= 0.775887
    PC10 > -0.7928229
    PC19 > -1.152695
    ->  class 1\|0  [0.446]

Rule 27/125: (145.2/0.9, lift 13.9)
    PC1 > 1.163324
    PC10 > -0.7928229
    PC16 <= 0.3594292
    PC21 > -0.8702136
    PC98 > 0.4019556
    ->  class 1\|1  [0.987]

Rule 27/126: (57.3, lift 13.8)
    PC1 > 15.23147
    PC6 <= -1.13717
    PC10 > -0.7928229
    PC19 <= -1.152695
    ->  class 1\|1  [0.983]

Rule 27/127: (55.9, lift 13.8)
    PC2 > 2.5099
    PC3 > 1.640775
    PC6 <= -1.736889
    PC15 > -1.050178
    PC19 > 0.2935774
    ->  class 1\|1  [0.981]

Rule 27/128: (38.4, lift 13.7)
    PC1 > -0.430681
    PC1 <= -0.1217223
    PC2 <= 2.5099
    PC57 > 1.028121
    PC91 > 0.2982692
    ->  class 1\|1  [0.975]

Rule 27/129: (29, lift 13.6)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 <= 0.775887
    PC6 <= 3.749432
    PC9 > -0.1601986
    PC12 <= 2.3317
    PC23 <= 2.17248
    PC68 > 1.034019
    ->  class 1\|1  [0.968]

Rule 27/130: (27.4, lift 13.6)
    PC1 > 9.845796
    PC3 <= 0.775887
    PC9 <= -0.1601986
    PC10 > -0.7928229
    PC19 > -1.152695
    ->  class 1\|1  [0.966]

Rule 27/131: (56.4/1.1, lift 13.6)
    PC2 <= 2.5099
    PC4 <= -1.624887
    PC6 <= 6.017145
    PC26 > -0.4998997
    PC57 <= -0.3763379
    ->  class 1\|1  [0.965]

Rule 27/132: (35.4/0.4, lift 13.5)
    PC2 > 2.5099
    PC3 > 1.640775
    PC15 > -1.050178
    PC55 <= -0.5716879
    ->  class 1\|1  [0.962]

Rule 27/133: (375.3/22.9, lift 13.2)
    PC1 > -0.430681
    PC9 > -0.09433286
    PC12 > 2.3317
    PC19 <= 2.417467
    PC39 <= 0.8150619
    PC67 > -0.1708669
    PC87 <= 0.4878679
    PC96 <= 0.3956875
    ->  class 1\|1  [0.937]

Rule 27/134: (48.6/2.3, lift 13.1)
    PC1 > -0.430681
    PC3 > 0.775887
    PC16 <= -0.71062
    PC34 <= -1.239713
    PC99 <= 0.4640183
    ->  class 1\|1  [0.935]

Rule 27/135: (12.9, lift 13.1)
    PC1 > -0.430681
    PC9 > -0.09433286
    PC12 > 2.3317
    PC16 <= 2.509746
    PC91 <= -0.4093689
    ->  class 1\|1  [0.933]

Rule 27/136: (59/3.4, lift 13.0)
    PC1 <= 1.163324
    PC2 <= 2.5099
    PC3 > 0.775887
    PC12 <= 2.3317
    PC16 <= 0.3594292
    PC21 > -0.8702136
    PC57 <= 0.1156747
    ->  class 1\|1  [0.928]

Rule 27/137: (41.6/2.3, lift 13.0)
    PC1 > -0.1217223
    PC3 <= 0.775887
    PC6 > 3.749432
    PC9 > -0.1601986
    PC12 <= 2.3317
    PC19 > -1.152695
    ->  class 1\|1  [0.923]

Rule 27/138: (14.7/0.9, lift 12.4)
    PC3 > 0.775887
    PC4 > -1.624887
    PC16 <= 0.3594292
    PC21 > -0.8702136
    PC34 > -1.239713
    PC66 > -0.06613959
    PC93 <= -0.7603053
    ->  class 1\|1  [0.885]

Rule 27/139: (5, lift 12.0)
    PC1 > -0.1217223
    PC10 > -0.7928229
    PC19 > 2.417467
    PC41 > 1.23103
    ->  class 1\|1  [0.857]

Rule 27/140: (32/6.9, lift 10.8)
    PC1 > -0.1217223
    PC3 <= 0.775887
    PC9 > -0.1601986
    PC12 <= 2.3317
    PC19 > -1.152695
    PC87 <= -0.3807356
    ->  class 1\|1  [0.769]

Rule 27/141: (49.2/13.5, lift 10.1)
    PC1 > -0.1217223
    PC3 <= 0.775887
    PC10 > -0.7928229
    PC12 <= 2.3317
    PC19 <= -1.152695
    PC47 <= -0.5116767
    ->  class 1\|1  [0.717]

Rule 27/142: (17.6/6.4, lift 8.7)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC10 > -0.7928229
    PC94 <= -0.9760069
    ->  class 1\|1  [0.622]

Rule 27/143: (1229.1/689.9, lift 6.2)
    PC2 > 2.5099
    PC3 > 1.640775
    ->  class 1\|1  [0.439]

Rule 27/144: (59, lift 17.2)
    PC10 <= -0.7928229
    PC14 > 2.102291
    PC19 <= -1.521262
    PC50 <= -0.1299888
    PC100 <= 2.829587
    ->  class 1\|2  [0.984]

Rule 27/145: (61.6, lift 17.3)
    PC1 > -0.1217223
    PC2 <= 2.5099
    PC4 <= -1.624887
    PC57 > -0.3763379
    PC94 > -0.9760069
    PC100 <= 5.78491
    ->  class 1\|2  [0.984]

Rule 27/146: (77.9/0.5, lift 17.2)
    PC1 > -0.1217223
    PC3 <= 0.775887
    PC6 > -1.13717
    PC10 > -0.7928229
    PC12 <= 2.3317
    PC19 <= -1.152695
    PC29 > -0.04073464
    PC47 > -0.5116767
    ->  class 1\|2  [0.981]

Rule 27/147: (50.3, lift 17.2)
    PC1 > -0.1217223
    PC2 <= 2.5099
    PC4 <= -1.624887
    PC26 <= -0.4998997
    PC94 > -0.9760069
    ->  class 1\|2  [0.981]

Rule 27/148: (51.2, lift 17.2)
    PC2 <= 2.5099
    PC3 > 0.775887
    PC12 <= 2.3317
    PC16 <= 0.3594292
    PC21 <= -0.8702136
    PC34 > -1.239713
    ->  class 1\|2  [0.981]

Rule 27/149: (45.6, lift 17.2)
    PC1 > 1.163324
    PC3 > 0.775887
    PC4 > -1.624887
    PC12 <= 2.3317
    PC13 <= -0.2307061
    PC16 <= 0.3594292
    PC34 > -1.239713
    PC57 > -1.245641
    ->  class 1\|2  [0.979]

Rule 27/150: (79.3/0.7, lift 17.2)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > 0.4291682
    PC82 <= -0.5138191
    ->  class 1\|2  [0.979]

Rule 27/151: (38.4, lift 17.1)
    PC1 > 1.163324
    PC3 > 0.775887
    PC4 > -1.624887
    PC10 > -0.7928229
    PC12 <= 2.3317
    PC16 <= 0.3594292
    PC34 > -1.239713
    PC66 <= -0.06613959
    ->  class 1\|2  [0.975]

Rule 27/152: (23.4, lift 16.8)
    PC3 > 0.775887
    PC16 > -0.71062
    PC34 <= -1.239713
    ->  class 1\|2  [0.961]

Rule 27/153: (267.7/9.5, lift 16.9)
    PC3 > 1.640775
    PC6 <= -1.736889
    PC15 > -1.050178
    PC16 > 0.4291682
    PC19 <= 0.2935774
    PC55 > -0.5716879
    ->  class 1\|2  [0.961]

Rule 27/154: (49.1/1.1, lift 16.8)
    PC2 > 2.5099
    PC3 > 1.640775
    PC15 <= 0.6799939
    PC16 <= 0.4291682
    PC50 <= -0.1664659
    PC51 <= -0.1606648
    PC99 > -0.005262095
    ->  class 1\|2  [0.959]

Rule 27/155: (19.9, lift 16.7)
    PC1 > 1.353178
    PC2 > 2.5099
    PC15 <= -1.050178
    ->  class 1\|2  [0.954]

Rule 27/156: (265/15.6, lift 16.4)
    PC2 <= 2.5099
    PC3 > 0.775887
    PC4 > -1.624887
    PC9 > -0.6113476
    PC12 <= 2.3317
    PC14 <= 0.6681267
    PC16 > 0.3594292
    PC22 > -2.473595
    PC43 > -0.06705483
    PC56 > -0.6419484
    PC76 <= 2.752588
    ->  class 1\|2  [0.938]

Rule 27/157: (41.1/1.7, lift 16.4)
    PC1 > -0.430681
    PC9 > 1.313825
    PC12 <= 2.3317
    PC16 > 0.3594292
    PC47 > 0.7147909
    PC56 > -0.5129337
    PC70 > -0.3247387
    ->  class 1\|2  [0.937]

Rule 27/158: (212.4/15, lift 16.2)
    PC3 > 9.018908
    PC16 > 0.4291682
    ->  class 1\|2  [0.926]

Rule 27/159: (11.2, lift 16.2)
    PC1 > -0.430681
    PC10 > -0.7928229
    PC16 <= 0.3594292
    PC35 <= -1.450574
    ->  class 1\|2  [0.924]

Rule 27/160: (91.2/6.2, lift 16.2)
    PC1 > -0.1217223
    PC2 <= 2.5099
    PC3 > 0.775887
    PC12 <= 2.3317
    PC34 > -1.239713
    PC94 > -0.9760069
    PC95 <= -0.477174
    ->  class 1\|2  [0.923]

Rule 27/161: (10.7, lift 16.2)
    PC1 > -0.430681
    PC12 > 2.3317
    PC70 <= -0.458995
    ->  class 1\|2  [0.921]

Rule 27/162: (9.2, lift 16.0)
    PC2 > 2.5099
    PC5 <= -6.652731
    PC15 <= -1.050178
    ->  class 1\|2  [0.911]

Rule 27/163: (8.5, lift 15.9)
    PC1 > -0.430681
    PC16 > 2.509746
    PC19 > 2.417467
    ->  class 1\|2  [0.905]

Rule 27/164: (49.8/4, lift 15.8)
    PC3 > 0.775887
    PC9 > 1.313825
    PC12 <= 2.3317
    PC47 > 0.7147909
    PC56 <= -0.5129337
    ->  class 1\|2  [0.903]

Rule 27/165: (12.9/0.6, lift 15.7)
    PC2 <= 2.5099
    PC3 > 0.775887
    PC12 <= 2.3317
    PC13 <= -0.3800153
    PC43 <= -0.06705483
    PC100 > -1.151123
    PC100 <= 0.5561683
    ->  class 1\|2  [0.894]

Rule 27/166: (77/8.4, lift 15.5)
    PC3 > 0.775887
    PC12 <= 2.3317
    PC16 > 0.3594292
    PC47 > 0.7147909
    PC92 > 0.07984899
    ->  class 1\|2  [0.881]

Rule 27/167: (4.2, lift 14.7)
    PC2 > 2.5099
    PC3 > 1.640775
    PC15 > 0.6799939
    PC20 > 0.9147968
    PC51 <= -0.1606648
    ->  class 1\|2  [0.837]

Rule 27/168: (54.7/9.5, lift 14.3)
    PC1 > -0.430681
    PC16 > 0.3594292
    PC43 <= -0.06705483
    PC100 <= -1.151123
    ->  class 1\|2  [0.815]

Rule 27/169: (55.4, lift 15.0)
    PC1 > -0.1217223
    PC4 > -1.624887
    PC16 > 0.3594292
    PC43 <= -0.06705483
    PC56 > -0.5129337
    PC70 <= -0.3247387
    PC92 <= 0.07984899
    PC100 <= 0.5561683
    ->  class 1\|3  [0.982]

Rule 27/170: (84.4/1.1, lift 14.9)
    PC1 <= 1.353178
    PC2 > 2.5099
    PC3 > 1.640775
    PC3 <= 9.018908
    PC5 > -6.652731
    PC15 <= -1.050178
    PC82 > -0.5138191
    ->  class 1\|3  [0.976]

Rule 27/171: (20.4/5.1, lift 11.2)
    PC2 > 2.5099
    PC3 > 1.640775
    PC6 > -1.736889
    PC15 > -1.050178
    PC16 > 0.4291682
    ->  class 1\|3  [0.728]

Rule 27/172: (4502.2/3306.3, lift 4.1)
    PC1 > -0.430681
    PC2 <= 2.5099
    ->  class 1\|3  [0.266]

Rule 27/173: (85.2, lift 14.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC8 <= 2.291764
    PC10 <= -0.1738288
    PC83 > 0.272599
    PC91 > -0.1135303
    ->  class 2\|0  [0.989]

Rule 27/174: (40.4/0.2, lift 14.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.2657993
    PC10 <= -0.1738288
    PC72 > 0.3250165
    PC83 <= 0.272599
    ->  class 2\|0  [0.971]

Rule 27/175: (30.7, lift 14.4)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC10 <= -0.1379986
    PC39 <= -0.5977288
    ->  class 2\|0  [0.969]

Rule 27/176: (567.6/27.3, lift 14.1)
    PC5 <= 1.376186
    PC8 > 2.291764
    PC12 > -0.9702706
    PC19 <= 1.09203
    PC21 > -0.248798
    PC28 <= 0.1391531
    PC41 <= 1.662125
    PC46 <= 1.256769
    PC59 <= 0.3535813
    PC60 > -0.7330561
    PC70 <= 0.155108
    PC79 <= 0.1324205
    ->  class 2\|0  [0.950]

Rule 27/177: (66.4/2.5, lift 14.1)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC12 > -0.9702706
    PC21 > -0.248798
    PC53 > 0.9740961
    ->  class 2\|0  [0.949]

Rule 27/178: (45.8/2, lift 13.9)
    PC1 <= -0.430681
    PC2 > -3.344707
    PC8 > 2.291764
    PC12 > -0.9702706
    PC46 > 1.256769
    PC46 <= 1.601715
    PC59 <= 0.3535813
    PC60 > -0.7330561
    ->  class 2\|0  [0.938]

Rule 27/179: (12.8, lift 13.8)
    PC1 > -0.430681
    PC1 <= -0.1217223
    PC2 <= 2.5099
    PC26 <= -1.840126
    PC67 <= 0.3301138
    ->  class 2\|0  [0.932]

Rule 27/180: (33.5/1.8, lift 13.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.2657993
    PC8 <= 2.291764
    PC10 <= -0.1738288
    PC32 > 1.606076
    ->  class 2\|0  [0.921]

Rule 27/181: (10.6, lift 13.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.2657993
    PC8 <= 2.291764
    PC10 <= -0.1738288
    PC73 > 0.3822962
    PC83 <= 0.272599
    ->  class 2\|0  [0.921]

Rule 27/182: (663/53, lift 13.6)
    PC5 <= 1.376186
    PC8 > 2.291764
    PC12 > -0.9702706
    PC19 <= 1.09203
    PC21 > -0.248798
    PC28 <= 0.1391531
    PC41 <= 1.662125
    PC46 <= 1.256769
    PC59 <= 0.3535813
    PC60 > -0.7330561
    PC70 <= 0.155108
    ->  class 2\|0  [0.919]

Rule 27/183: (35.8/3.2, lift 13.1)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC8 <= 2.291764
    PC10 > -0.1738288
    PC22 > -0.7661651
    PC29 <= 0.05969111
    PC44 > 0.6074791
    ->  class 2\|0  [0.888]

Rule 27/184: (24.4/2.3, lift 13.0)
    PC1 > -0.1217223
    PC9 <= -0.09433286
    PC10 > -0.7928229
    PC12 > 2.3317
    ->  class 2\|0  [0.876]

Rule 27/185: (5.2, lift 12.7)
    PC8 > 5.878347
    PC12 <= -0.9702706
    PC21 > -0.248798
    ->  class 2\|0  [0.861]

Rule 27/186: (15.8/3.1, lift 11.4)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC21 > -0.248798
    PC53 > 1.349651
    ->  class 2\|0  [0.771]

Rule 27/187: (26.7/10.5, lift 8.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC8 <= 2.291764
    PC22 > -0.7661651
    PC29 > 0.05969111
    PC44 > 0.6074791
    PC71 <= -0.6542775
    ->  class 2\|0  [0.599]

Rule 27/188: (82.5, lift 9.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC8 <= 2.291764
    PC10 > -0.1738288
    PC32 > 1.077431
    PC92 <= 0.4890641
    ->  class 2\|1  [0.988]

Rule 27/189: (226.8/2, lift 9.9)
    PC2 <= 2.5099
    PC8 > 1.526527
    PC8 <= 2.270142
    PC10 > -0.1738288
    PC22 > -1.764462
    PC24 <= 1.530555
    PC29 <= 0.1647431
    PC40 > -1.505062
    PC44 <= 0.6074791
    PC52 > -0.1731652
    PC70 <= 0.2935769
    PC78 <= 0.6560449
    ->  class 2\|1  [0.987]

Rule 27/190: (71.5, lift 9.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC8 <= 2.291764
    PC30 > 0.4383159
    PC56 > -0.3223555
    ->  class 2\|1  [0.986]

Rule 27/191: (54.9, lift 9.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC8 <= 2.291764
    PC20 <= -0.4681721
    PC29 <= 0.1647431
    PC94 <= 0.6777908
    ->  class 2\|1  [0.982]

Rule 27/192: (137.9/2.2, lift 9.8)
    PC3 <= 0.4787726
    PC8 > 0.8241764
    PC8 <= 1.480409
    PC22 > -1.764462
    PC24 > -0.3014483
    PC29 <= 0.1647431
    PC32 <= 1.077431
    PC40 > -1.505062
    PC44 <= 0.6074791
    PC55 <= 0.6773724
    PC69 <= -0.01000808
    PC95 > -0.3629274
    ->  class 2\|1  [0.977]

Rule 27/193: (28.7, lift 9.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC8 <= 2.291764
    PC12 > -2.212579
    PC32 <= 1.077431
    PC44 <= 0.6074791
    PC46 <= -0.4241093
    PC56 > -0.3223555
    ->  class 2\|1  [0.967]

Rule 27/194: (21.1, lift 9.6)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC22 <= -0.7534418
    PC79 > 0.1324205
    ->  class 2\|1  [0.957]

Rule 27/195: (18.6, lift 9.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 1.072179
    PC8 <= 2.291764
    PC22 <= -0.7661651
    PC44 > 0.6074791
    ->  class 2\|1  [0.951]

Rule 27/196: (88.1/3.7, lift 9.5)
    PC1 <= -2.780294
    PC8 > -0.2273773
    PC8 <= 2.291764
    PC12 > -2.212579
    PC29 <= 0.1647431
    PC46 > -0.4241093
    PC50 <= -0.3270931
    PC56 > -0.3223555
    ->  class 2\|1  [0.948]

Rule 27/197: (22.1/0.5, lift 9.4)
    PC1 > -0.430681
    PC1 <= -0.1217223
    PC2 <= 2.5099
    PC41 > -0.3869053
    PC57 <= 1.028121
    PC67 > 0.3301138
    ->  class 2\|1  [0.939]

Rule 27/198: (11.9, lift 9.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC8 <= 0.8241764
    PC29 <= 0.1647431
    PC55 > 0.8656818
    ->  class 2\|1  [0.921]

Rule 27/199: (27.3/1.4, lift 9.2)
    PC1 <= -0.430681
    PC5 <= 1.376186
    PC8 > 2.291764
    PC79 > 0.1324205
    PC90 > 0.09463426
    ->  class 2\|1  [0.916]

Rule 27/200: (81.3/10.7, lift 8.7)
    PC2 <= 2.5099
    PC3 <= 0.4787726
    PC8 > -0.2273773
    PC8 <= 2.291764
    PC10 > -0.1738288
    PC29 <= 0.1647431
    PC94 > 0.6777908
    ->  class 2\|1  [0.860]

Rule 27/201: (122.4/18.1, lift 8.5)
    PC2 <= -9.022285
    ->  class 2\|1  [0.847]

Rule 27/202: (49.1/7.1, lift 8.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -3.21639
    PC12 > 5.398648
    ->  class 2\|1  [0.841]

Rule 27/203: (11.2/1.2, lift 8.4)
    PC1 <= -2.780294
    PC8 > -0.2273773
    PC8 <= 2.291764
    PC12 > -2.212579
    PC30 <= -0.0619094
    PC56 > -0.3223555
    PC98 <= 0.572118
    ->  class 2\|1  [0.832]

Rule 27/204: (3.6, lift 8.3)
    PC8 <= -0.2273773
    PC14 > 2.635719
    PC100 > 3.380966
    ->  class 2\|1  [0.821]

Rule 27/205: (60.3/14.8, lift 7.5)
    PC1 > -0.430681
    PC1 <= 9.845796
    PC3 <= 0.775887
    PC8 > -0.3640697
    PC9 <= -0.1601986
    PC10 > -0.7928229
    PC19 > -1.152695
    PC64 <= 0.5903751
    ->  class 2\|1  [0.746]

Rule 27/206: (36.6/9.3, lift 7.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -3.21639
    PC12 <= 5.398648
    PC14 <= 2.635719
    PC33 <= -0.6375301
    PC63 > 0.04733508
    ->  class 2\|1  [0.732]

Rule 27/207: (7.9/1.7, lift 7.3)
    PC9 > 13.26738
    PC14 <= 2.635719
    PC45 <= 0.326501
    PC57 <= -0.06080139
    ->  class 2\|1  [0.728]

Rule 27/208: (3308.5/1611.4, lift 5.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2273773
    ->  class 2\|1  [0.513]

Rule 27/209: (119.7/0.7, lift 10.9)
    PC1 <= -0.430681
    PC3 <= 0.4787726
    PC8 > -0.2273773
    PC8 <= 0.8241764
    PC12 <= -2.212579
    PC20 > -0.4681721
    PC32 <= 1.077431
    PC44 <= 0.6074791
    PC55 <= 0.8656818
    ->  class 2\|2  [0.986]

Rule 27/210: (190.3/3.3, lift 10.8)
    PC1 > -2.780294
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC3 <= 0.4787726
    PC8 > -0.2273773
    PC8 <= 0.8241764
    PC10 > -0.1738288
    PC20 > -0.4681721
    PC32 <= 1.077431
    PC34 <= 0.7671963
    PC44 <= 0.6074791
    PC46 > -0.4241093
    PC55 <= 0.8656818
    PC56 > -0.3223555
    PC68 <= 0.5613831
    PC90 <= 0.7730852
    PC94 <= 0.6777908
    PC98 <= 0.572118
    ->  class 2\|2  [0.978]

Rule 27/211: (354.9/7.1, lift 10.8)
    PC1 <= -0.430681
    PC2 > -9.022285
    PC2 <= 2.5099
    PC6 <= 6.94979
    PC8 > -3.21639
    PC8 <= -0.2273773
    PC15 > -2.289802
    PC19 > -2.848473
    PC27 > -0.7187883
    PC28 > -0.2656237
    PC35 > -2.299299
    PC37 <= 1.408006
    PC45 <= 0.326501
    PC47 <= 0.6126066
    PC57 <= -0.06080139
    PC64 > -0.1588884
    PC76 <= 0.6005656
    ->  class 2\|2  [0.977]

Rule 27/212: (104.3/1.7, lift 10.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -3.21639
    PC8 <= -0.2273773
    PC12 <= 5.398648
    PC19 > -2.848473
    PC43 <= -1.44244
    PC47 > -0.7832964
    PC48 <= 0.7614362
    PC63 <= 0.04733508
    ->  class 2\|2  [0.975]

Rule 27/213: (32.4, lift 10.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -3.21639
    PC8 <= -0.2273773
    PC12 <= 5.398648
    PC33 > -0.6375301
    PC43 > -0.1268914
    PC51 > 0.4496837
    PC63 > 0.04733508
    ->  class 2\|2  [0.971]

Rule 27/214: (70.9/1.6, lift 10.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -3.21639
    PC8 <= -0.2273773
    PC14 > 2.635719
    PC100 <= 3.380966
    ->  class 2\|2  [0.965]

Rule 27/215: (239/8.4, lift 10.6)
    PC1 <= -2.078414
    PC2 > -9.022285
    PC8 > -3.21639
    PC8 <= -0.2273773
    PC10 > -0.3981075
    PC11 > -2.319353
    PC19 > -2.848473
    PC35 <= 1.066626
    PC38 > -0.3949716
    PC39 > -0.3871033
    PC44 <= 0.4152645
    PC47 > -0.7832964
    PC48 <= 0.7614362
    PC49 > -0.8121825
    PC51 <= 0.1661651
    PC56 > -0.9257014
    PC61 > -1.276284
    PC64 > -0.4971626
    PC71 > -0.6983611
    PC86 > -0.377133
    ->  class 2\|2  [0.961]

Rule 27/216: (23.1, lift 10.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC8 <= 2.291764
    PC29 <= 0.1647431
    PC30 <= 0.4383159
    PC40 <= -1.505062
    PC53 > -1.558367
    ->  class 2\|2  [0.960]

Rule 27/217: (116.4/4.4, lift 10.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC3 <= 0.4787726
    PC8 > -0.2273773
    PC8 <= 0.8241764
    PC10 > -0.1738288
    PC20 > -0.4681721
    PC29 <= 0.1647431
    PC30 > -0.0619094
    PC30 <= 0.4383159
    PC44 <= 0.6074791
    PC50 > -0.3270931
    PC56 > -0.3223555
    PC90 <= 0.7730852
    PC94 <= 0.6777908
    PC98 <= 0.572118
    ->  class 2\|2  [0.955]

Rule 27/218: (272.1/11.4, lift 10.6)
    PC2 > -9.022285
    PC2 <= 2.5099
    PC6 <= 6.94979
    PC8 > -3.21639
    PC8 <= -0.2273773
    PC15 > -2.289802
    PC19 > -2.583949
    PC35 > -2.299299
    PC37 <= 1.408006
    PC44 <= -0.5985714
    PC47 <= 0.6126066
    PC57 <= -0.06080139
    PC64 > -2.651782
    PC76 <= 0.6005656
    ->  class 2\|2  [0.955]

Rule 27/219: (14.4, lift 10.4)
    PC2 <= 2.5099
    PC8 > -3.21639
    PC8 <= -0.2273773
    PC47 > -0.7832964
    PC48 <= 0.7614362
    PC57 > -0.06080139
    PC94 <= -1.608204
    ->  class 2\|2  [0.939]

Rule 27/220: (192/11.2, lift 10.4)
    PC1 <= -0.430681
    PC2 > -9.022285
    PC2 <= 2.5099
    PC8 > -3.21639
    PC8 <= -0.2273773
    PC12 <= 4.257565
    PC15 > -1.014177
    PC33 > -0.6375301
    PC43 <= -0.1268914
    PC45 <= 0.3595834
    PC55 > -1.279077
    PC57 > -0.06080139
    PC63 > 0.04733508
    PC86 <= 1.877236
    ->  class 2\|2  [0.937]

Rule 27/221: (13.8, lift 10.4)
    PC8 > -3.21639
    PC14 <= 2.635719
    PC71 > 12.00661
    ->  class 2\|2  [0.937]

Rule 27/222: (58.8/3.1, lift 10.3)
    PC1 <= -0.430681
    PC4 > -0.4804776
    PC8 > 0.8241764
    PC8 <= 1.526527
    PC10 > -0.1738288
    PC24 > -0.3014483
    PC30 <= 0.4383159
    PC40 > -1.505062
    PC44 <= 0.6074791
    PC69 > -0.01000808
    PC88 <= 0.2006713
    ->  class 2\|2  [0.932]

Rule 27/223: (11.3, lift 10.2)
    PC1 > -0.1217223
    PC1 <= 9.845796
    PC3 <= 0.775887
    PC8 <= -0.3640697
    PC9 <= -0.1601986
    PC10 > -0.7928229
    PC19 > -1.152695
    PC41 > 0.4290316
    PC67 > -0.4050675
    ->  class 2\|2  [0.925]

Rule 27/224: (99.7/7.4, lift 10.1)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC4 > -0.4804776
    PC8 > -0.2273773
    PC8 <= 2.291764
    PC24 <= 1.530555
    PC29 > 0.1647431
    PC30 <= 0.4383159
    PC44 <= 0.6074791
    PC56 > -0.3223555
    ->  class 2\|2  [0.917]

Rule 27/225: (32.3/2.1, lift 10.1)
    PC1 <= -0.430681
    PC4 > -0.4804776
    PC8 > 0.8241764
    PC8 <= 2.291764
    PC10 > -0.1738288
    PC22 > -1.764462
    PC24 <= -0.3014483
    PC30 <= 0.4383159
    PC44 <= 0.6074791
    PC53 > -1.558367
    PC56 > -0.3223555
    PC90 <= 0.7730852
    ->  class 2\|2  [0.910]

Rule 27/226: (86.7/7, lift 10.1)
    PC2 <= 2.5099
    PC8 > -3.21639
    PC8 <= -0.2273773
    PC19 > -2.848473
    PC22 <= -1.026865
    PC51 <= 0.4496837
    PC57 > -0.06080139
    PC57 <= 0.2860052
    PC63 > 0.04733508
    ->  class 2\|2  [0.910]

Rule 27/227: (8.3, lift 10.0)
    PC1 <= -0.430681
    PC11 > -2.319353
    PC11 <= -2.300785
    PC19 > -2.848473
    PC57 > -0.06080139
    ->  class 2\|2  [0.902]

Rule 27/228: (7.4, lift 9.9)
    PC1 > -0.430681
    PC3 <= 0.775887
    PC8 <= -0.3640697
    PC10 > -0.7928229
    PC19 > -1.152695
    PC71 <= -1.328791
    ->  class 2\|2  [0.894]

Rule 27/229: (7.4, lift 9.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -0.2273773
    PC28 > -0.2656237
    PC47 > -0.7832964
    PC47 <= -0.778796
    ->  class 2\|2  [0.894]

Rule 27/230: (7.2, lift 9.9)
    PC1 <= -0.430681
    PC8 > -3.21639
    PC8 <= -0.2273773
    PC28 > -0.2656237
    PC47 <= -0.7832964
    PC54 <= -1.450812
    PC63 <= 0.04733508
    PC93 > -0.2549861
    ->  class 2\|2  [0.892]

Rule 27/231: (6.8, lift 9.8)
    PC1 <= -0.430681
    PC4 > -0.4804776
    PC8 > 0.8241764
    PC8 <= 2.291764
    PC10 > -0.1738288
    PC44 <= 0.6074791
    PC52 <= -0.1731652
    ->  class 2\|2  [0.886]

Rule 27/232: (84.9/9.1, lift 9.8)
    PC1 <= -0.430681
    PC2 > -9.022285
    PC2 <= 2.5099
    PC8 <= -0.2273773
    PC46 > 0.413817
    PC60 <= -0.7855141
    ->  class 2\|2  [0.883]

Rule 27/233: (50.2/5.2, lift 9.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -0.2273773
    PC11 > -2.319353
    PC14 <= 2.635719
    PC48 > 0.7614362
    PC57 > -0.06080139
    PC63 <= 0.04733508
    PC67 <= 1.703674
    ->  class 2\|2  [0.881]

Rule 27/234: (6.2, lift 9.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC8 <= 2.291764
    PC32 > 1.077431
    PC44 <= 0.6074791
    PC92 > 0.4890641
    ->  class 2\|2  [0.878]

Rule 27/235: (28.2/3.3, lift 9.5)
    PC1 > -0.430681
    PC3 <= 0.775887
    PC8 > -0.3640697
    PC9 <= -0.1601986
    PC19 > -1.152695
    PC64 > 0.5903751
    ->  class 2\|2  [0.856]

Rule 27/236: (5.4/0.2, lift 9.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC10 <= -0.1738288
    PC92 > 0.3201515
    ->  class 2\|2  [0.831]

Rule 27/237: (34.2/5.4, lift 9.1)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC8 <= 2.291764
    PC27 <= -0.3525146
    PC44 <= 0.6074791
    PC56 <= -0.3223555
    PC91 <= -0.04039728
    ->  class 2\|2  [0.822]

Rule 27/238: (16.6/3.5, lift 8.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC8 <= 0.2657993
    PC10 <= -0.1738288
    ->  class 2\|2  [0.757]

Rule 27/239: (148.7/40.9, lift 8.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC21 <= -0.248798
    PC22 <= -1.207938
    ->  class 2\|2  [0.722]

Rule 27/240: (13.2/4.1, lift 7.3)
    PC1 > -0.430681
    PC1 <= -0.1217223
    PC2 <= 2.5099
    PC18 <= 0.0676518
    PC33 > -0.1963791
    PC66 <= 0.4690351
    PC67 <= 0.3301138
    ->  class 2\|2  [0.662]

Rule 27/241: (627.4/238, lift 6.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC8 <= 2.291764
    PC10 > -0.1738288
    PC22 <= -0.7661651
    ->  class 2\|2  [0.620]

Rule 27/242: (117.1, lift 8.1)
    PC8 <= -3.21639
    PC15 > 2.318293
    PC43 <= 1.692294
    ->  class 2\|3  [0.992]

Rule 27/243: (109.8, lift 8.1)
    PC1 <= -0.430681
    PC8 <= -3.21639
    PC43 <= 1.692294
    PC81 > 0.3374948
    ->  class 2\|3  [0.991]

Rule 27/244: (86.7, lift 8.1)
    PC8 <= -0.2273773
    PC11 > -2.319353
    PC19 > -2.848473
    PC28 > -0.2656237
    PC35 > 1.066626
    PC43 > -1.44244
    PC47 > -0.7832964
    PC49 > -0.8121825
    PC56 > -0.9257014
    PC57 > -0.06080139
    ->  class 2\|3  [0.989]

Rule 27/245: (81.5, lift 8.1)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -0.2273773
    PC10 <= -0.3981075
    PC28 > -0.2656237
    PC57 > -0.06080139
    PC63 <= 0.04733508
    ->  class 2\|3  [0.988]

Rule 27/246: (84.6/0.4, lift 8.0)
    PC8 <= -3.21639
    PC28 <= 0.04549059
    PC35 > 1.399431
    PC85 <= 0.175203
    ->  class 2\|3  [0.984]

Rule 27/247: (82.1/0.5, lift 8.0)
    PC1 > -0.1217223
    PC2 <= 2.5099
    PC10 <= -0.7928229
    PC19 > -1.521262
    PC35 > -1.000107
    PC83 <= 0.3757846
    PC85 <= 0.5895096
    ->  class 2\|3  [0.982]

Rule 27/248: (62.4/0.8, lift 7.9)
    PC1 <= -0.430681
    PC8 <= -3.21639
    PC11 > -4.127287
    PC39 > 0.197493
    PC85 > 0.175203
    ->  class 2\|3  [0.972]

Rule 27/249: (31.6, lift 7.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -0.2273773
    PC35 > 0.5639358
    PC35 <= 1.399431
    PC68 > 1.303894
    PC80 <= -0.7750584
    ->  class 2\|3  [0.970]

Rule 27/250: (48.8/0.7, lift 7.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -0.2273773
    PC15 <= -1.014177
    PC43 <= -0.1268914
    PC57 > -0.06080139
    PC63 > 0.04733508
    ->  class 2\|3  [0.968]

Rule 27/251: (82.4/1.8, lift 7.9)
    PC1 > -0.1217223
    PC1 <= 9.845796
    PC3 <= 0.775887
    PC8 <= -0.3640697
    PC10 > -0.7928229
    PC19 > -1.152695
    PC41 <= 0.4290316
    PC67 > -0.4050675
    PC71 > -1.328791
    ->  class 2\|3  [0.967]

Rule 27/252: (25.2, lift 7.9)
    PC1 <= -0.430681
    PC8 <= -3.21639
    PC23 > 2.300639
    PC85 > 0.175203
    ->  class 2\|3  [0.963]

Rule 27/253: (20.1, lift 7.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC24 > 1.530555
    ->  class 2\|3  [0.955]

Rule 27/254: (36.7/0.8, lift 7.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -0.2273773
    PC9 <= 13.26738
    PC37 <= 1.408006
    PC45 <= 0.326501
    PC57 <= -0.06080139
    PC76 > 0.6005656
    ->  class 2\|3  [0.953]

Rule 27/255: (33.3/0.8, lift 7.8)
    PC2 <= 2.5099
    PC8 <= -0.2273773
    PC12 <= 5.398648
    PC35 > -2.299299
    PC45 <= 0.326501
    PC64 <= -2.651782
    ->  class 2\|3  [0.950]

Rule 27/256: (200.5/10.3, lift 7.7)
    PC1 <= -0.9432858
    PC3 <= 0.04709202
    PC6 > -0.07416741
    PC8 <= -3.21639
    PC11 > -4.127287
    PC21 > -0.8207462
    PC44 <= 0.9181572
    PC54 <= 0.8177436
    PC85 <= 0.7277512
    ->  class 2\|3  [0.944]

Rule 27/257: (19.6/1.5, lift 7.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC8 <= 2.291764
    PC10 > -0.1738288
    PC22 > -0.7661651
    PC29 > 0.05969111
    PC32 > -0.8371444
    PC44 > 0.6074791
    ->  class 2\|3  [0.885]

Rule 27/258: (111.9/13.1, lift 7.2)
    PC8 <= -3.21639
    PC26 > 2.590867
    PC85 > 0.175203
    ->  class 2\|3  [0.876]

Rule 27/259: (50/12.9, lift 6.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC8 <= 2.291764
    PC10 > -0.1738288
    PC27 > -0.3525146
    PC44 <= 0.6074791
    PC56 <= -0.3223555
    PC68 > -0.338543
    ->  class 2\|3  [0.733]

Rule 27/260: (19.8/5, lift 5.9)
    PC2 <= 2.5099
    PC6 > -0.9158209
    PC8 > -0.2273773
    PC8 <= 2.291764
    PC10 > -0.1738288
    PC22 > -0.7661651
    PC29 > 0.05969111
    PC44 > 0.6074791
    PC71 > -0.6542775
    ->  class 2\|3  [0.727]

Rule 27/261: (4113/1958.1, lift 4.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -0.2273773
    ->  class 2\|3  [0.524]

Rule 27/262: (22/10.5, lift 4.2)
    PC1 > -0.430681
    PC1 <= -0.1217223
    PC2 <= 2.5099
    PC41 <= -0.3869053
    ->  class 2\|3  [0.519]

Rule 27/263: (40.3/24.4, lift 3.3)
    PC10 <= -0.7928229
    PC100 > 2.829587
    ->  class 2\|3  [0.400]

Rule 27/264: (106.9, lift 22.9)
    PC8 <= -3.21639
    PC43 > 1.692294
    PC46 <= 0.413817
    PC69 <= 0.6522157
    ->  class 2\|4  [0.991]

Rule 27/265: (71.7, lift 22.8)
    PC8 <= -3.21639
    PC35 > 0.5639358
    PC35 <= 1.399431
    PC46 <= 0.413817
    PC65 > -0.2249936
    PC68 > 1.303894
    PC76 <= 0.4891668
    PC80 > -0.7750584
    PC85 <= 0.175203
    ->  class 2\|4  [0.986]

Rule 27/266: (113.9/1.1, lift 22.7)
    PC2 <= 2.5099
    PC10 <= -0.7928229
    PC19 > -1.521262
    PC44 > -0.3391405
    PC83 > 0.3757846
    ->  class 2\|4  [0.982]

Rule 27/267: (21.8, lift 22.1)
    PC2 <= 2.5099
    PC8 <= -3.21639
    PC29 <= -0.2492445
    PC46 <= 0.413817
    PC85 <= 0.175203
    ->  class 2\|4  [0.958]

Rule 27/268: (41.8/1.1, lift 22.0)
    PC1 <= -0.430681
    PC8 > -3.21639
    PC8 <= -0.2273773
    PC19 <= -2.848473
    PC96 > 0.03813855
    ->  class 2\|4  [0.953]

Rule 27/269: (53.9/2.8, lift 21.5)
    PC1 <= -0.430681
    PC8 <= -3.21639
    PC28 > 0.04549059
    PC46 <= 0.413817
    ->  class 2\|4  [0.932]

Rule 27/270: (43/2.5, lift 21.3)
    PC1 <= -0.430681
    PC8 <= -0.2273773
    PC19 <= -2.848473
    PC22 > -0.8432438
    ->  class 2\|4  [0.921]

Rule 27/271: (29.3/4.4, lift 19.1)
    PC1 > -0.430681
    PC1 <= 9.845796
    PC2 <= 2.5099
    PC3 <= 0.775887
    PC8 <= -0.3640697
    PC19 > -1.152695
    PC67 <= -0.4050675
    ->  class 2\|4  [0.826]

Rule 27/272: (58.1/10, lift 18.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -0.2273773
    PC11 > -2.319353
    PC12 <= 5.398648
    PC14 <= 2.635719
    PC45 <= 0.4335379
    PC47 <= -0.7832964
    PC57 > -0.06080139
    PC63 <= 0.04733508
    PC93 <= -0.2549861
    ->  class 2\|4  [0.817]

Rule 27/273: (19.4/3.8, lift 18.0)
    PC1 <= -2.078414
    PC8 <= -0.2273773
    PC11 > -2.319353
    PC14 <= 2.635719
    PC38 <= -0.3949716
    PC39 > -0.3871033
    PC48 <= 0.7614362
    PC57 > -0.06080139
    PC63 <= 0.04733508
    PC86 > -0.377133
    ->  class 2\|4  [0.777]

Rule 27/274: (215.8/50.3, lift 17.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC11 <= -2.319353
    PC15 <= -0.4150989
    PC19 > -2.848473
    PC57 > -0.06080139
    ->  class 2\|4  [0.764]

Rule 27/275: (12/3.4, lift 15.9)
    PC2 <= 2.5099
    PC8 <= -0.2273773
    PC9 <= -3.518553
    PC11 > -2.319353
    PC14 <= 2.635719
    PC47 <= -0.7832964
    PC57 > -0.06080139
    PC63 <= 0.04733508
    ->  class 2\|4  [0.689]

Rule 27/276: (670/219, lift 15.5)
    PC2 <= 2.5099
    PC8 <= -3.21639
    PC46 <= 0.413817
    PC82 <= 0.1349488
    PC85 > 0.175203
    ->  class 2\|4  [0.673]

Rule 27/277: (40.8/14.8, lift 14.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -0.2273773
    PC12 <= 5.398648
    PC28 > -0.2656237
    PC37 > 1.408006
    PC57 <= -0.06080139
    ->  class 2\|4  [0.630]

Default class: 2\|3

-----  Trial 28:  -----

Rules:

Rule 28/1: (68.5, lift 15.9)
    PC18 > 0.5059283
    PC40 <= -2.874519
    PC47 > -1.610874
    PC87 > 0.228705
    ->  class 0\|0  [0.986]

Rule 28/2: (56.6/0.2, lift 15.8)
    PC2 > 2.5099
    PC13 <= 7.236558
    PC18 > 0.5059283
    PC25 > -1.203939
    PC28 <= 3.406951
    PC100 <= -1.540123
    ->  class 0\|0  [0.980]

Rule 28/3: (206.8/5.7, lift 15.6)
    PC2 > 2.5099
    PC3 > -4.942089
    PC3 <= 1.640775
    PC13 <= 7.236558
    PC15 > -0.2743332
    PC18 > 0.5059283
    PC24 <= -2.667044
    PC47 <= 1.428013
    PC91 > -1.513539
    ->  class 0\|0  [0.968]

Rule 28/4: (30, lift 15.6)
    PC13 <= 7.236558
    PC18 > 0.5059283
    PC25 > -1.203939
    PC28 <= 3.406951
    PC30 <= -2.564915
    PC47 > -1.610874
    PC97 > -1.449272
    ->  class 0\|0  [0.967]

Rule 28/5: (20.9, lift 15.4)
    PC2 > 6.633385
    PC13 > -3.333121
    PC13 <= 7.236558
    PC18 > 0.5059283
    PC26 <= 0.780035
    PC33 > -1.741434
    PC47 <= 1.428013
    PC59 > -1.600852
    PC91 > -1.513539
    PC97 > -1.449272
    PC97 <= -0.6537972
    ->  class 0\|0  [0.954]

Rule 28/6: (17, lift 15.3)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC18 > 1.296624
    ->  class 0\|0  [0.947]

Rule 28/7: (16.8, lift 15.3)
    PC3 <= -4.942089
    PC13 > -3.333121
    PC13 <= 7.236558
    PC18 > 0.5059283
    PC47 <= 1.428013
    PC99 > 1.045439
    ->  class 0\|0  [0.947]

Rule 28/8: (14.3, lift 15.2)
    PC2 > 2.5099
    PC13 <= 7.236558
    PC18 > 0.5059283
    PC25 > -1.203939
    PC60 <= -1.654403
    ->  class 0\|0  [0.939]

Rule 28/9: (37.4/2.2, lift 14.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= -0.3535447
    PC18 <= 0.5059283
    PC46 <= -1.308755
    ->  class 0\|0  [0.920]

Rule 28/10: (21.5/1, lift 14.8)
    PC18 > 0.5059283
    PC21 <= 0.4902074
    PC25 > -1.203939
    PC33 <= -1.741434
    PC35 <= 0.5582652
    PC49 <= -0.7130989
    ->  class 0\|0  [0.915]

Rule 28/11: (18/1.5, lift 14.2)
    PC2 > 2.5099
    PC13 > -3.333121
    PC13 <= 7.236558
    PC15 <= -0.2743332
    PC18 > 0.5059283
    PC25 > -1.203939
    PC28 <= 3.406951
    PC65 <= -1.009959
    ->  class 0\|0  [0.877]

Rule 28/12: (5.8, lift 14.1)
    PC13 > 7.236558
    PC18 > 3.666845
    PC31 > 0.1783828
    PC47 > -1.610874
    ->  class 0\|0  [0.872]

Rule 28/13: (4.4, lift 13.6)
    PC13 > 7.236558
    PC18 > 3.666845
    PC20 > -3.980935
    PC47 > -1.610874
    PC59 > 2.532087
    ->  class 0\|0  [0.844]

Rule 28/14: (2.5, lift 12.5)
    PC10 <= -2.766919
    PC15 <= -0.2743332
    PC18 > 0.5059283
    ->  class 0\|0  [0.776]

Rule 28/15: (35.8/8.3, lift 12.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 > 0.2633233
    PC18 > -1.127962
    PC26 > -0.6424729
    ->  class 0\|0  [0.753]

Rule 28/16: (9.8/2.6, lift 11.2)
    PC2 > 2.5099
    PC7 <= 0.2589701
    PC18 > 0.5059283
    PC25 <= -1.203939
    ->  class 0\|0  [0.695]

Rule 28/17: (1252.9/464.6, lift 10.2)
    PC2 > 2.5099
    PC2 <= 6.633385
    PC3 <= 1.640775
    PC13 <= 7.236558
    PC15 > -0.2743332
    PC18 > 0.5059283
    PC26 <= 0.780035
    PC33 > -1.741434
    PC35 <= 0.5582652
    PC47 <= 1.428013
    PC59 > -1.600852
    PC91 > -1.513539
    ->  class 0\|0  [0.629]

Rule 28/18: (167.9/0.2, lift 12.7)
    PC2 > 6.633385
    PC13 > -3.333121
    PC13 <= 7.236558
    PC15 > -0.2743332
    PC18 > 0.5059283
    PC24 > -2.667044
    PC25 > -1.203939
    PC26 <= 0.780035
    PC33 > -1.741434
    PC40 > -2.874519
    PC97 > -0.6537972
    PC100 > -1.540123
    ->  class 0\|1  [0.993]

Rule 28/19: (132.4/0.4, lift 12.7)
    PC2 > 2.5099
    PC13 <= 7.236558
    PC18 > 0.5059283
    PC25 > -1.203939
    PC28 <= 3.406951
    PC30 > -2.564915
    PC35 > 0.5582652
    PC46 <= 1.972667
    ->  class 0\|1  [0.989]

Rule 28/20: (81.9, lift 12.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 > -0.3535447
    PC18 <= 0.5059283
    PC20 > -3.440173
    PC46 <= -1.308755
    PC73 <= -0.2433583
    ->  class 0\|1  [0.988]

Rule 28/21: (84.6, lift 12.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 > -3.333121
    PC18 > 0.5059283
    PC31 <= -0.2922627
    PC32 <= 0.5570846
    PC47 <= 1.428013
    PC95 <= 0.8596638
    ->  class 0\|1  [0.988]

Rule 28/22: (64.9, lift 12.6)
    PC13 > 7.236558
    PC18 > 3.666845
    PC20 > -3.980935
    PC31 <= 0.1783828
    PC52 <= 3.672759
    PC59 <= 2.532087
    ->  class 0\|1  [0.985]

Rule 28/23: (100.4/0.8, lift 12.6)
    PC3 <= -4.942089
    PC13 > -3.333121
    PC13 <= 7.236558
    PC18 > 0.5059283
    PC25 > -1.203939
    PC28 <= 3.406951
    PC40 > -2.874519
    PC99 <= 1.045439
    ->  class 0\|1  [0.983]

Rule 28/24: (56, lift 12.6)
    PC2 > 2.5099
    PC2 <= 6.633385
    PC3 <= 1.640775
    PC13 <= 7.236558
    PC18 > 0.5059283
    PC21 <= 0.4902074
    PC24 > -2.667044
    PC30 > -2.564915
    PC32 <= 0.5570846
    PC56 > 0.7015016
    PC59 > -1.600852
    ->  class 0\|1  [0.983]

Rule 28/25: (101.2/1, lift 12.6)
    PC2 > 2.5099
    PC3 > -4.942089
    PC13 > 0.8367534
    PC13 <= 7.236558
    PC18 > 0.5059283
    PC24 > -2.667044
    PC32 <= 0.5570846
    PC40 > -2.874519
    PC97 > -1.449272
    ->  class 0\|1  [0.980]

Rule 28/26: (99.1/1.1, lift 12.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC11 <= -0.07038876
    PC13 <= 7.236558
    PC15 > -0.2743332
    PC18 > 0.5059283
    PC24 > -2.667044
    PC32 <= 0.5570846
    PC40 > -2.874519
    PC55 > -0.1906182
    ->  class 0\|1  [0.979]

Rule 28/27: (64.4/0.5, lift 12.5)
    PC2 > 2.5099
    PC7 <= 0.526584
    PC18 > 0.5059283
    PC32 <= 0.5570846
    PC33 > -1.741434
    PC45 > 1.329749
    PC56 <= 0.7015016
    ->  class 0\|1  [0.977]

Rule 28/28: (50.4/0.5, lift 12.5)
    PC2 > 2.5099
    PC3 > -4.942089
    PC3 <= 1.640775
    PC13 > -3.333121
    PC13 <= 7.236558
    PC18 > 0.5059283
    PC25 > -1.203939
    PC26 > 0.780035
    PC40 > -2.874519
    PC97 > -1.449272
    PC100 > -1.540123
    ->  class 0\|1  [0.972]

Rule 28/29: (106.3/2.1, lift 12.5)
    PC2 > 2.5099
    PC3 > -4.942089
    PC3 <= -1.141957
    PC13 > -3.333121
    PC13 <= 7.236558
    PC15 > -0.2743332
    PC18 > 0.5059283
    PC18 <= 2.848612
    PC24 > -2.667044
    PC32 <= 0.5570846
    PC33 > -1.741434
    PC40 > -2.874519
    PC45 <= 1.329749
    PC65 > -0.2829847
    ->  class 0\|1  [0.971]

Rule 28/30: (102.5/2, lift 12.5)
    PC3 <= -1.141957
    PC13 > -3.333121
    PC13 <= 7.236558
    PC15 > -0.2743332
    PC18 > 0.5059283
    PC26 <= 0.780035
    PC29 > -1.20104
    PC32 <= 0.5570846
    PC33 > -1.741434
    PC40 > -2.874519
    PC65 > -0.2829847
    PC80 > -0.1646361
    PC97 > -1.449272
    ->  class 0\|1  [0.971]

Rule 28/31: (36.5/0.1, lift 12.5)
    PC2 > 2.5099
    PC13 > -3.333121
    PC18 > 0.5059283
    PC47 > -1.610874
    PC92 > 2.614784
    ->  class 0\|1  [0.971]

Rule 28/32: (84.7/1.6, lift 12.4)
    PC13 > -3.333121
    PC13 <= 7.236558
    PC15 > -0.2743332
    PC18 > 0.5059283
    PC21 <= 0.4902074
    PC24 > -2.667044
    PC25 > -1.203939
    PC59 <= -1.600852
    PC60 > -1.654403
    PC97 > -1.449272
    ->  class 0\|1  [0.970]

Rule 28/33: (114.9/2.5, lift 12.4)
    PC2 > 2.5099
    PC9 > 0.1754378
    PC15 > -0.2743332
    PC18 > 0.5059283
    PC24 > -2.667044
    PC30 > -0.4650935
    PC32 <= 0.5570846
    PC33 > -1.741434
    PC40 > -2.874519
    PC55 <= -0.1906182
    ->  class 0\|1  [0.970]

Rule 28/34: (27.4, lift 12.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 7.236558
    PC18 > 0.5059283
    PC24 > -2.667044
    PC25 > -1.203939
    PC28 <= 3.406951
    PC59 > -1.600852
    PC95 > 0.8596638
    PC97 > -1.449272
    PC100 > -1.540123
    ->  class 0\|1  [0.966]

Rule 28/35: (47.9/0.7, lift 12.4)
    PC3 <= 1.640775
    PC13 > -3.333121
    PC13 <= 7.236558
    PC18 > 0.5059283
    PC21 <= 0.4902074
    PC25 > -1.203939
    PC91 <= -1.513539
    PC97 > -1.449272
    PC100 > -1.540123
    ->  class 0\|1  [0.965]

Rule 28/36: (49.4/0.8, lift 12.4)
    PC2 > 2.5099
    PC13 > -3.333121
    PC13 <= 7.236558
    PC18 > 0.5059283
    PC24 > -2.667044
    PC32 <= 0.5570846
    PC39 <= -0.9456047
    PC65 <= -0.2829847
    PC97 > -1.449272
    PC100 > -1.540123
    ->  class 0\|1  [0.965]

Rule 28/37: (45.7/0.7, lift 12.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC12 <= -0.1022524
    PC15 > -1.210525
    PC18 > -1.127962
    PC18 <= 0.5059283
    PC32 > 0.4774309
    ->  class 0\|1  [0.964]

Rule 28/38: (25.8/0.1, lift 12.3)
    PC2 > 2.5099
    PC13 > -3.333121
    PC13 <= 7.236558
    PC15 > -0.2743332
    PC18 > 0.5059283
    PC24 > -2.667044
    PC26 <= 0.780035
    PC32 <= 0.5570846
    PC95 <= -1.164248
    ->  class 0\|1  [0.959]

Rule 28/39: (20.1, lift 12.2)
    PC2 > 2.5099
    PC2 <= 6.633385
    PC3 <= 1.640775
    PC15 > -0.2743332
    PC18 > 0.5059283
    PC32 > 0.5570846
    PC80 > 0.5756894
    PC97 > -1.449272
    ->  class 0\|1  [0.955]

Rule 28/40: (17.3, lift 12.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 > -8.261679
    PC18 > 0.221546
    PC18 <= 0.5059283
    PC44 > 0.5996249
    PC46 > -1.308755
    PC51 <= 1.127254
    ->  class 0\|1  [0.948]

Rule 28/41: (23.3/0.4, lift 12.1)
    PC2 > 2.5099
    PC9 > 0.64594
    PC18 > 0.5059283
    PC100 > -1.540123
    ->  class 0\|1  [0.946]

Rule 28/42: (135.4/8.2, lift 12.0)
    PC2 > 2.5099
    PC3 > -1.506377
    PC3 <= 1.640775
    PC6 <= 0.2633233
    PC18 > -1.127962
    PC18 <= 0.5059283
    PC40 <= 0.3893082
    PC46 > -1.308755
    PC68 > -0.234995
    PC71 > -0.2831494
    PC72 > -0.470849
    ->  class 0\|1  [0.933]

Rule 28/43: (97.4/5.7, lift 12.0)
    PC3 <= 1.640775
    PC10 > -2.766919
    PC13 > -3.333121
    PC15 <= -0.2743332
    PC18 > 0.5059283
    PC21 <= 0.4902074
    PC25 > -1.203939
    PC33 > -1.741434
    PC40 > -2.874519
    PC65 > -1.009959
    ->  class 0\|1  [0.933]

Rule 28/44: (85.7/5.8, lift 11.8)
    PC13 <= 7.236558
    PC18 > 1.112413
    PC25 > -1.203939
    PC30 > -2.564915
    PC33 <= -1.741434
    PC47 <= 1.428013
    PC49 > -0.7130989
    PC97 > -1.449272
    ->  class 0\|1  [0.923]

Rule 28/45: (9.2, lift 11.7)
    PC3 <= 1.640775
    PC15 > -0.2743332
    PC15 <= -0.2472632
    PC18 > 0.5059283
    PC25 > -1.203939
    PC32 <= 0.5570846
    PC35 <= 0.5582652
    PC40 > -2.874519
    PC59 > -1.600852
    ->  class 0\|1  [0.911]

Rule 28/46: (12.3/0.4, lift 11.6)
    PC15 > -1.210525
    PC18 > -1.127962
    PC18 <= 0.5059283
    PC20 > 3.814862
    PC46 > -1.308755
    ->  class 0\|1  [0.905]

Rule 28/47: (8.3, lift 11.6)
    PC13 > 7.236558
    PC18 > 0.5059283
    PC18 <= 3.666845
    PC46 <= 1.972667
    PC47 > -1.610874
    PC74 > 0.9883926
    ->  class 0\|1  [0.903]

Rule 28/48: (140.9/14.2, lift 11.5)
    PC3 <= 1.640775
    PC13 > -3.333121
    PC13 <= 7.236558
    PC18 > 0.5059283
    PC21 <= 0.4902074
    PC24 > -2.667044
    PC29 <= -1.20104
    PC32 <= 0.5570846
    PC40 > -2.874519
    PC45 <= 1.329749
    PC55 > -0.1906182
    ->  class 0\|1  [0.894]

Rule 28/49: (35.9/3.4, lift 11.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 <= 0.5059283
    PC78 > 2.983765
    PC91 <= -1.002618
    ->  class 0\|1  [0.884]

Rule 28/50: (5, lift 11.0)
    PC4 <= -7.517457
    PC33 > 3.745984
    ->  class 0\|1  [0.857]

Rule 28/51: (11/1.3, lift 10.6)
    PC13 > 7.236558
    PC18 > 0.5059283
    PC18 <= 3.666845
    PC42 <= -2.180294
    PC46 <= 1.972667
    PC47 > -1.610874
    ->  class 0\|1  [0.824]

Rule 28/52: (20.8/3.3, lift 10.4)
    PC13 > -3.333121
    PC13 <= 7.236558
    PC18 > 0.5059283
    PC29 > 3.266254
    PC47 <= 1.428013
    PC97 > -1.449272
    ->  class 0\|1  [0.813]

Rule 28/53: (37.9/10.8, lift 9.0)
    PC4 <= -8.261679
    PC18 <= 0.5059283
    PC59 <= -0.8938659
    ->  class 0\|1  [0.705]

Rule 28/54: (33.6, lift 10.1)
    PC3 <= 1.640775
    PC18 > -1.236645
    PC18 <= -1.127962
    PC23 > -1.976331
    PC43 <= 1.773609
    PC52 > -2.082905
    PC55 <= 0.1979363
    PC75 <= 0.4798002
    ->  class 0\|2  [0.972]

Rule 28/55: (72.9/1.3, lift 10.1)
    PC7 > 0.2589701
    PC18 > 0.5059283
    PC25 <= -1.203939
    PC38 <= 3.059559
    ->  class 0\|2  [0.969]

Rule 28/56: (100.7/2.6, lift 10.1)
    PC4 > 8.399589
    PC18 <= -1.127962
    PC20 > -5.506513
    PC36 <= 2.555241
    PC78 <= 2.983765
    PC81 > -0.7012362
    ->  class 0\|2  [0.965]

Rule 28/57: (68.7/5.1, lift 9.5)
    PC4 <= -6.964373
    PC18 <= -1.127962
    PC36 <= 1.146734
    PC90 > 0.2232773
    ->  class 0\|2  [0.914]

Rule 28/58: (7.6, lift 9.3)
    PC2 > 2.5099
    PC46 > -1.308755
    PC78 <= 2.983765
    PC96 > 4.681134
    ->  class 0\|2  [0.896]

Rule 28/59: (69.7/8.2, lift 9.1)
    PC2 > 2.5099
    PC3 <= -1.506377
    PC18 > -1.127962
    PC18 <= 0.221546
    PC20 > -4.816998
    PC32 <= 0.4774309
    PC44 > 0.5996249
    PC46 > -1.308755
    PC51 <= 1.127254
    ->  class 0\|2  [0.871]

Rule 28/60: (7654.4/5743.5, lift 2.6)
    PC2 > 2.5099
    ->  class 0\|2  [0.250]

Rule 28/61: (109.4/0.1, lift 10.9)
    PC4 <= 8.399589
    PC7 > -0.703411
    PC9 <= 0.6749936
    PC18 <= -1.127962
    PC20 <= 2.091965
    PC33 <= 3.745984
    PC55 > 0.1979363
    PC67 <= 0.08365791
    PC75 > -0.1477809
    PC78 <= 2.983765
    ->  class 0\|3  [0.990]

Rule 28/62: (97.8/0.4, lift 10.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC9 <= 0.6749936
    PC18 <= -1.127962
    PC25 <= 16.10328
    PC39 <= -1.445797
    PC78 <= 2.983765
    ->  class 0\|3  [0.986]

Rule 28/63: (67.2, lift 10.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 <= 8.399589
    PC9 <= 0.6749936
    PC18 <= -1.127962
    PC20 <= 2.091965
    PC24 <= 1.154169
    PC67 <= 0.08365791
    PC75 > 0.4798002
    ->  class 0\|3  [0.986]

Rule 28/64: (83/0.7, lift 10.8)
    PC4 > -8.261679
    PC4 <= -6.964373
    PC18 <= -2.29641
    PC26 <= 1.386091
    PC57 <= 0.5666176
    PC61 > -0.3203616
    PC62 > -0.2478938
    PC79 <= 0.9579589
    PC90 > -1.007012
    PC90 <= 0.2232773
    PC97 <= 1.013682
    ->  class 0\|3  [0.980]

Rule 28/65: (159.6/2.9, lift 10.7)
    PC4 <= 8.399589
    PC5 > -0.9522218
    PC18 <= -2.29641
    PC33 <= 3.745984
    PC97 <= -0.9075205
    ->  class 0\|3  [0.976]

Rule 28/66: (76/0.9, lift 10.7)
    PC3 <= 1.640775
    PC4 > -7.097243
    PC4 <= 8.399589
    PC7 > -0.4985195
    PC18 > -2.29641
    PC18 <= -1.127962
    PC24 > 1.154169
    PC28 <= 1.380152
    ->  class 0\|3  [0.975]

Rule 28/67: (36.2, lift 10.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 <= 8.399589
    PC18 > -2.29641
    PC18 <= -1.127962
    PC43 > 1.773609
    ->  class 0\|3  [0.974]

Rule 28/68: (32.4, lift 10.7)
    PC2 > 2.5099
    PC80 <= -4.714075
    ->  class 0\|3  [0.971]

Rule 28/69: (248.5/6.5, lift 10.7)
    PC4 > -6.964373
    PC4 <= 8.399589
    PC8 <= 0.05571313
    PC10 > -5.334851
    PC17 <= 0.6090416
    PC18 <= -2.29641
    PC20 > -4.583162
    PC26 > -2.09578
    PC27 > -6.738084
    PC34 > -2.328316
    PC36 <= 1.146734
    PC42 > -0.6679253
    PC78 <= 2.983765
    PC93 > -0.05677242
    PC97 <= 1.013682
    ->  class 0\|3  [0.970]

Rule 28/70: (30.4, lift 10.7)
    PC2 > 2.5099
    PC25 <= -1.203939
    PC38 > 3.059559
    ->  class 0\|3  [0.969]

Rule 28/71: (28.5, lift 10.6)
    PC13 > 7.236558
    PC18 > 0.5059283
    PC39 > 3.348826
    ->  class 0\|3  [0.967]

Rule 28/72: (48.6/0.7, lift 10.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 <= 0.5059283
    PC26 <= -2.09578
    PC39 > -1.445797
    ->  class 0\|3  [0.966]

Rule 28/73: (130.2/3.5, lift 10.6)
    PC4 > -6.964373
    PC4 <= 8.399589
    PC10 > -5.334851
    PC18 <= -2.29641
    PC29 <= 0.2432277
    PC33 <= 3.745984
    PC35 <= 0.06180245
    PC42 <= -0.6679253
    PC97 <= 1.013682
    ->  class 0\|3  [0.966]

Rule 28/74: (148.2/4.2, lift 10.6)
    PC3 <= 1.640775
    PC4 <= 8.399589
    PC10 > 1.611974
    PC18 <= -2.29641
    PC27 > -6.738084
    PC33 <= 3.745984
    ->  class 0\|3  [0.965]

Rule 28/75: (26.6, lift 10.6)
    PC5 > -0.9522218
    PC18 <= 0.5059283
    PC20 <= -5.506513
    PC33 <= 3.745984
    PC78 <= 2.983765
    PC81 > -0.7012362
    ->  class 0\|3  [0.965]

Rule 28/76: (23.8, lift 10.6)
    PC13 > 7.236558
    PC18 > 0.5059283
    PC18 <= 3.666845
    PC25 > -1.203939
    PC47 > -1.610874
    PC94 <= -1.333739
    ->  class 0\|3  [0.961]

Rule 28/77: (23, lift 10.6)
    PC2 > 2.5099
    PC18 <= 0.5059283
    PC46 > -1.308755
    PC48 > 0.2262224
    PC78 > 2.983765
    PC91 > -1.002618
    ->  class 0\|3  [0.960]

Rule 28/78: (20.8, lift 10.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 <= 8.399589
    PC7 > -0.703411
    PC9 <= 0.6749936
    PC18 > -2.29641
    PC18 <= -1.127962
    PC28 <= 1.380152
    PC52 > -2.082905
    PC65 > -0.7554216
    PC67 > 0.08365791
    PC75 > -0.1477809
    PC84 > -0.7875167
    ->  class 0\|3  [0.956]

Rule 28/79: (18.6, lift 10.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 > -0.3535447
    PC46 <= -1.308755
    PC87 <= -1.711336
    ->  class 0\|3  [0.951]

Rule 28/80: (38.8/1.6, lift 10.3)
    PC9 <= 0.6749936
    PC18 <= -1.127962
    PC36 > 2.555241
    PC46 > -1.308755
    PC78 <= 2.983765
    ->  class 0\|3  [0.936]

Rule 28/81: (68.4/3.5, lift 10.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 > -8.261679
    PC18 > -1.127962
    PC18 <= 0.5059283
    PC44 <= 0.5996249
    PC46 > 0.3893501
    PC76 <= 0.2216823
    ->  class 0\|3  [0.936]

Rule 28/82: (44.3/2.1, lift 10.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 <= 8.399589
    PC18 > -2.29641
    PC18 <= -1.127962
    PC27 > -6.738084
    PC33 <= 3.745984
    PC55 <= 0.7018931
    PC78 <= 2.983765
    PC84 <= -0.7875167
    ->  class 0\|3  [0.932]

Rule 28/83: (12.5, lift 10.2)
    PC18 <= 0.5059283
    PC33 > 3.745984
    PC46 > -1.308755
    PC71 <= -0.9827021
    ->  class 0\|3  [0.931]

Rule 28/84: (87.9/5.3, lift 10.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC15 <= -1.210525
    PC18 > -1.127962
    PC18 <= 0.5059283
    ->  class 0\|3  [0.930]

Rule 28/85: (12.4, lift 10.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -1.127962
    PC18 <= 0.5059283
    PC20 > -4.816998
    PC32 <= 0.4774309
    PC51 > 1.127254
    ->  class 0\|3  [0.928]

Rule 28/86: (328.8/23.1, lift 10.2)
    PC3 <= 1.640775
    PC4 > -6.964373
    PC4 <= 8.399589
    PC5 > -0.9522218
    PC10 > -5.334851
    PC17 <= 0.6090416
    PC18 <= -2.29641
    PC26 <= 1.386091
    PC27 > -6.738084
    PC33 <= 3.745984
    PC34 > -2.328316
    PC36 <= 1.146734
    PC42 > -0.6679253
    PC78 <= 2.983765
    PC90 > -1.007012
    PC93 <= -0.06644218
    PC97 > -0.9075205
    ->  class 0\|3  [0.927]

Rule 28/87: (32/2.2, lift 10.0)
    PC18 > -1.127962
    PC18 <= 0.5059283
    PC20 <= -4.816998
    ->  class 0\|3  [0.906]

Rule 28/88: (36.4/2.9, lift 9.9)
    PC2 > 2.5099
    PC4 > -7.097243
    PC4 <= 8.399589
    PC7 > -0.703411
    PC18 > -2.29641
    PC18 <= -1.127962
    PC23 <= -1.976331
    PC50 > -0.6666621
    PC78 <= 2.983765
    ->  class 0\|3  [0.900]

Rule 28/89: (20.9/1.4, lift 9.9)
    PC18 <= 0.5059283
    PC33 > 3.745984
    PC96 > 1.143479
    ->  class 0\|3  [0.896]

Rule 28/90: (33.1/3, lift 9.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 <= -1.127962
    PC46 > -1.308755
    PC55 > 0.7018931
    PC78 <= 2.983765
    ->  class 0\|3  [0.886]

Rule 28/91: (176.1/28.1, lift 9.2)
    PC3 <= 1.640775
    PC4 > -7.097243
    PC4 <= 8.399589
    PC9 <= 0.5631471
    PC18 > -2.29641
    PC18 <= -1.236645
    PC20 <= 2.091965
    PC24 <= 1.154169
    PC33 <= 3.745984
    PC39 > -1.429097
    PC44 <= 0.7250444
    PC50 > -0.6666621
    PC62 <= 0.4419071
    PC65 > -0.7554216
    PC75 > -0.1477809
    PC84 > -0.7875167
    PC88 <= 0.03376502
    PC92 > -0.4960203
    ->  class 0\|3  [0.837]

Rule 28/92: (36.1/5.6, lift 9.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > 0.5059283
    PC46 > 1.972667
    ->  class 0\|3  [0.826]

Rule 28/93: (10/1.2, lift 9.0)
    PC4 > 8.399589
    PC18 <= -1.127962
    PC33 <= 3.745984
    PC81 <= -0.7012362
    ->  class 0\|3  [0.818]

Rule 28/94: (45.2/13, lift 7.8)
    PC2 > 2.5099
    PC3 <= -1.506377
    PC12 > -0.1022524
    PC18 > -1.127962
    PC18 <= 0.5059283
    PC32 > 0.4774309
    PC46 > -1.308755
    ->  class 0\|3  [0.704]

Rule 28/95: (50.5/16.5, lift 7.3)
    PC1 > -0.430681
    PC2 > -2.073976
    PC10 <= -0.7514341
    PC70 > 0.3090008
    ->  class 0\|3  [0.667]

Rule 28/96: (113.8, lift 17.5)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.8953013
    PC20 > -0.1650496
    PC60 > 0.8443592
    ->  class 1\|0  [0.991]

Rule 28/97: (135.6/0.7, lift 17.4)
    PC2 <= 2.5099
    PC10 > -0.7514341
    PC16 <= -0.71062
    PC18 > -0.4061779
    PC34 <= -1.254124
    PC77 > -0.3257686
    PC97 <= 1.050058
    ->  class 1\|0  [0.987]

Rule 28/98: (73.1/0.6, lift 17.3)
    PC3 > 1.640775
    PC16 <= -0.8953013
    PC24 > 0.8152863
    PC65 > -0.1389549
    PC99 <= -0.2468884
    ->  class 1\|0  [0.979]

Rule 28/99: (41.3/0.2, lift 17.1)
    PC2 > 2.5099
    PC3 > 6.53583
    PC26 <= 0.04168434
    PC33 <= 0.4427276
    PC65 > -0.1389549
    PC66 > -0.505701
    PC77 <= 0.6559501
    PC88 <= -0.2163977
    PC92 <= 0.4899847
    ->  class 1\|0  [0.973]

Rule 28/100: (146/6.4, lift 16.7)
    PC2 > 2.5099
    PC3 > 6.53583
    PC13 > -0.1653859
    PC26 <= 0.04168434
    PC27 <= 0.4836715
    PC51 > 0.234192
    PC66 > -0.505701
    PC74 <= 0.2981315
    PC77 <= 0.6559501
    PC92 <= 0.4899847
    ->  class 1\|0  [0.950]

Rule 28/101: (81.7/3.5, lift 16.7)
    PC3 > 0.7432103
    PC12 > 2.702868
    PC64 > -0.4173216
    ->  class 1\|0  [0.946]

Rule 28/102: (49.4/2.1, lift 16.6)
    PC3 > 0.7432103
    PC12 > 0.8543217
    PC16 <= 0.8572028
    PC62 <= -0.3381267
    PC69 > -0.4647739
    ->  class 1\|0  [0.940]

Rule 28/103: (139.5/8, lift 16.5)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.8953013
    PC63 > 1.696403
    PC65 > -0.1389549
    PC99 > -0.2468884
    ->  class 1\|0  [0.936]

Rule 28/104: (15.2/6.3, lift 10.2)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC10 > -0.7514341
    PC72 > 1.24485
    ->  class 1\|0  [0.578]

Rule 28/105: (27.4/12.6, lift 9.5)
    PC3 > 1.640775
    PC16 <= -0.8953013
    PC36 <= -1.288884
    ->  class 1\|0  [0.538]

Rule 28/106: (1378/776.5, lift 7.7)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 <= 0.7432103
    PC10 > -0.7514341
    ->  class 1\|0  [0.437]

Rule 28/107: (185.9, lift 14.9)
    PC2 <= 2.5099
    PC3 > 0.7432103
    PC12 > 2.702868
    PC64 <= -0.4173216
    ->  class 1\|1  [0.995]

Rule 28/108: (120.7, lift 14.8)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC17 <= -1.582087
    PC34 > -1.254124
    PC51 <= 0.505841
    ->  class 1\|1  [0.992]

Rule 28/109: (80.4, lift 14.8)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.8953013
    PC74 > 0.2981315
    PC99 > -0.2468884
    ->  class 1\|1  [0.988]

Rule 28/110: (68.8/0.7, lift 14.6)
    PC1 > 14.58976
    PC3 <= 0.7432103
    PC9 <= 0.5203298
    PC10 > -0.7514341
    PC18 > -0.2852878
    PC28 <= 0.2567424
    PC50 <= 0.5827398
    ->  class 1\|1  [0.976]

Rule 28/111: (31.1, lift 14.5)
    PC3 > 0.5247456
    PC3 <= 0.6834592
    PC9 > 0.5203298
    PC56 > -0.02010515
    ->  class 1\|1  [0.970]

Rule 28/112: (30.2, lift 14.5)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= 0.9959877
    PC97 > 1.535991
    ->  class 1\|1  [0.969]

Rule 28/113: (89.6/1.9, lift 14.5)
    PC2 <= 2.5099
    PC3 > 0.7432103
    PC12 > 0.8543217
    PC12 <= 2.702868
    PC16 <= 0.8572028
    PC34 > -1.254124
    PC62 > -0.3381267
    PC69 > -0.4647739
    PC90 <= 0.5868329
    PC94 > -0.3347274
    PC96 <= 1.450047
    ->  class 1\|1  [0.968]

Rule 28/114: (26.7, lift 14.4)
    PC1 > -0.430681
    PC2 <= -2.073976
    PC12 <= -2.467902
    PC18 > 0.2041752
    ->  class 1\|1  [0.965]

Rule 28/115: (27/0.2, lift 14.3)
    PC2 <= 2.5099
    PC3 > 0.7432103
    PC3 <= 0.7816898
    PC13 > -0.2238208
    PC16 <= 0.8572028
    PC66 > -0.06003783
    ->  class 1\|1  [0.960]

Rule 28/116: (20.6, lift 14.3)
    PC2 <= 2.5099
    PC3 > 0.7432103
    PC16 <= -0.71062
    PC34 <= -1.254124
    PC97 > 1.050058
    ->  class 1\|1  [0.956]

Rule 28/117: (118/5.5, lift 14.1)
    PC1 > -0.430681
    PC3 <= 0.7432103
    PC9 > 0.5203298
    PC10 > 0.7349702
    PC74 > -1.490742
    PC78 > -0.2438361
    PC98 > -0.3253424
    PC99 <= 1.546576
    ->  class 1\|1  [0.946]

Rule 28/118: (10.7, lift 13.8)
    PC2 <= 2.5099
    PC3 > 0.7432103
    PC16 <= 0.8572028
    PC50 <= -0.7975031
    PC66 <= -0.06003783
    ->  class 1\|1  [0.921]

Rule 28/119: (10.3, lift 13.7)
    PC1 > -0.430681
    PC3 <= 0.7432103
    PC9 > 0.5203298
    PC10 <= 0.7349702
    PC56 > -0.02010515
    PC81 <= -0.3918847
    ->  class 1\|1  [0.919]

Rule 28/120: (8.5, lift 13.5)
    PC1 > -0.430681
    PC3 > 0.7432103
    PC18 <= -0.4061779
    PC34 <= -1.254124
    ->  class 1\|1  [0.905]

Rule 28/121: (10.8/0.6, lift 13.1)
    PC1 > 8.817184
    PC1 <= 14.58976
    PC8 <= 0.5831117
    PC10 > -0.7514341
    PC18 > -0.2852878
    PC19 > -1.80574
    PC44 <= 1.254894
    ->  class 1\|1  [0.876]

Rule 28/122: (39.2/5.3, lift 12.7)
    PC1 > -0.430681
    PC3 > 0.7432103
    PC3 <= 0.8452482
    PC10 > -0.7514341
    PC66 <= -0.06003783
    ->  class 1\|1  [0.848]

Rule 28/123: (42.4/6.4, lift 12.5)
    PC2 <= 2.5099
    PC3 > 0.7432103
    PC6 <= 0.8463724
    PC16 <= 0.8572028
    PC17 > -1.582087
    PC72 <= 1.24485
    ->  class 1\|1  [0.834]

Rule 28/124: (25.6/6.1, lift 11.1)
    PC1 > -0.430681
    PC3 <= 0.7432103
    PC9 > 0.5203298
    PC9 <= 0.6331856
    PC10 > -0.7514341
    PC10 <= 0.7349702
    ->  class 1\|1  [0.741]

Rule 28/125: (42.1/16.9, lift 8.9)
    PC1 > -0.430681
    PC3 <= 0.7432103
    PC9 > 0.153158
    PC9 <= 0.5203298
    PC10 > -0.7514341
    PC18 > -0.2852878
    ->  class 1\|1  [0.595]

Rule 28/126: (1266.4/722.8, lift 6.4)
    PC2 > 2.5099
    PC3 > 1.640775
    ->  class 1\|1  [0.429]

Rule 28/127: (190.1, lift 16.4)
    PC2 <= 2.5099
    PC3 > 0.7432103
    PC5 > 3.189565
    PC12 <= 2.702868
    PC16 > 0.8572028
    PC65 <= 1.019995
    ->  class 1\|2  [0.995]

Rule 28/128: (109/0.3, lift 16.3)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 <= 0.7432103
    PC9 <= 0.5203298
    PC10 > -0.7514341
    PC18 <= -0.2852878
    PC23 <= 1.49152
    PC38 <= 0.6078058
    ->  class 1\|2  [0.988]

Rule 28/129: (139.8/1.1, lift 16.2)
    PC3 > 0.7432103
    PC8 > 2.191673
    PC12 <= 2.702868
    PC16 > 0.8572028
    PC37 > -0.9504825
    ->  class 1\|2  [0.986]

Rule 28/130: (90.5/0.4, lift 16.2)
    PC1 > -0.430681
    PC6 > 0.8463724
    PC12 <= 0.8543217
    PC13 <= -0.2238208
    PC16 <= 0.8572028
    PC17 > -1.582087
    PC66 > -0.06003783
    ->  class 1\|2  [0.985]

Rule 28/131: (64.8, lift 16.2)
    PC3 > 0.7816898
    PC6 > 0.8463724
    PC10 > -0.7514341
    PC12 <= 0.8543217
    PC13 > -0.2238208
    PC16 <= 0.8572028
    PC17 > -1.582087
    PC78 > 0.266916
    ->  class 1\|2  [0.984]

Rule 28/132: (43.9, lift 16.1)
    PC3 > 0.7432103
    PC16 > 0.8572028
    PC35 <= -0.5423597
    PC60 > -0.9345402
    ->  class 1\|2  [0.978]

Rule 28/133: (40.3, lift 16.1)
    PC4 <= -1.520835
    PC6 > 0.8463724
    PC12 <= 0.8543217
    PC13 > -0.2238208
    PC17 > -1.582087
    ->  class 1\|2  [0.976]

Rule 28/134: (128.7/3.2, lift 16.0)
    PC3 > 0.8452482
    PC6 > 0.8463724
    PC10 > -0.7514341
    PC12 <= 0.8543217
    PC16 <= 0.8572028
    PC17 > -1.582087
    PC50 > -0.7975031
    PC66 <= -0.06003783
    ->  class 1\|2  [0.968]

Rule 28/135: (209.3/6.8, lift 15.9)
    PC2 > 2.5099
    PC3 > 1.640775
    PC15 > -1.599951
    PC16 > 0.9959877
    PC31 <= 0.1854061
    PC89 > -0.4480482
    ->  class 1\|2  [0.963]

Rule 28/136: (21.8, lift 15.8)
    PC1 > 14.58976
    PC3 <= 0.7432103
    PC28 > 0.2567424
    ->  class 1\|2  [0.958]

Rule 28/137: (19.5, lift 15.7)
    PC3 > 0.7432103
    PC12 > 0.8543217
    PC34 > -1.254124
    PC90 <= 0.5868329
    PC96 > 1.450047
    ->  class 1\|2  [0.953]

Rule 28/138: (18, lift 15.7)
    PC3 > 0.7432103
    PC16 > -0.71062
    PC34 <= -1.254124
    ->  class 1\|2  [0.950]

Rule 28/139: (14.7, lift 15.5)
    PC2 <= 2.5099
    PC3 > 0.7432103
    PC16 <= 0.8572028
    PC34 > -1.254124
    PC62 > -0.3381267
    PC90 > 0.5868329
    ->  class 1\|2  [0.940]

Rule 28/140: (11.7, lift 15.3)
    PC1 > 1.128336
    PC2 > 2.5099
    PC15 <= -1.599951
    ->  class 1\|2  [0.927]

Rule 28/141: (46.5/2.7, lift 15.2)
    PC2 <= -2.073976
    PC10 <= -0.7514341
    PC12 <= -2.467902
    PC18 <= 0.2041752
    ->  class 1\|2  [0.924]

Rule 28/142: (90.6/7.7, lift 14.9)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -0.8953013
    PC16 <= 0.9959877
    PC20 > -0.4508424
    PC29 > -0.2115736
    PC97 <= 1.535991
    ->  class 1\|2  [0.906]

Rule 28/143: (25.4/1.7, lift 14.9)
    PC2 <= 2.5099
    PC3 > 0.7432103
    PC16 > 0.8572028
    PC37 <= -0.9504825
    PC100 <= 0.141961
    ->  class 1\|2  [0.903]

Rule 28/144: (58.1/8.6, lift 13.8)
    PC3 > 0.7432103
    PC8 <= 2.191673
    PC16 > 0.8572028
    PC60 <= -0.9345402
    PC100 <= 0.141961
    ->  class 1\|2  [0.840]

Rule 28/145: (564.4/128.6, lift 12.7)
    PC3 > 0.7432103
    PC12 <= 2.702868
    PC16 > 0.8572028
    PC17 > -1.582087
    PC100 > 0.141961
    ->  class 1\|2  [0.771]

Rule 28/146: (65.2, lift 16.3)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC16 > 0.8572028
    PC94 <= -0.8220814
    ->  class 1\|3  [0.985]

Rule 28/147: (62.6, lift 16.3)
    PC2 <= 2.5099
    PC3 > 0.7432103
    PC9 > -0.5973437
    PC16 > 0.8572028
    PC65 > 0.5845962
    PC72 <= 1.24485
    ->  class 1\|3  [0.985]

Rule 28/148: (65.1, lift 16.3)
    PC1 <= 1.128336
    PC2 > 2.5099
    PC3 > 1.640775
    PC15 <= -1.599951
    PC96 > -4.783025
    ->  class 1\|3  [0.985]

Rule 28/149: (21.5, lift 15.8)
    PC1 > -0.430681
    PC2 > -2.073976
    PC9 <= -1.926722
    PC10 <= -0.7514341
    PC70 <= 0.3090008
    ->  class 1\|3  [0.955]

Rule 28/150: (16.6, lift 15.7)
    PC2 <= 2.5099
    PC3 > 0.7432103
    PC5 <= 3.189565
    PC9 <= -0.5973437
    PC16 > 0.8572028
    PC100 > 0.141961
    ->  class 1\|3  [0.946]

Rule 28/151: (17.2/0.2, lift 15.6)
    PC2 <= 2.5099
    PC3 > 0.7432103
    PC5 <= 3.189565
    PC16 > 0.8572028
    PC34 <= -0.7950751
    ->  class 1\|3  [0.938]

Rule 28/152: (15.3/0.4, lift 15.2)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 <= 0.7432103
    PC10 > -0.7514341
    PC23 <= 1.49152
    PC38 > 0.6078058
    ->  class 1\|3  [0.918]

Rule 28/153: (80.5/6.8, lift 15.0)
    PC2 <= 2.5099
    PC3 > 0.7432103
    PC5 <= 3.189565
    PC16 > 0.8572028
    PC72 <= 1.24485
    PC99 <= -0.8228029
    ->  class 1\|3  [0.906]

Rule 28/154: (165.2/23.6, lift 14.2)
    PC3 > 0.7432103
    PC5 <= 3.189565
    PC10 > -0.7514341
    PC16 > 0.8572028
    PC26 <= -0.771329
    ->  class 1\|3  [0.853]

Rule 28/155: (72.8/17.9, lift 12.4)
    PC3 > 1.640775
    PC15 > -1.599951
    PC16 > 0.9959877
    PC89 <= -0.4480482
    ->  class 1\|3  [0.748]

Rule 28/156: (15.8/5.2, lift 10.8)
    PC1 > -0.430681
    PC1 <= 14.58976
    PC3 <= 0.7432103
    PC10 > -0.7514341
    PC18 > -0.2852878
    PC19 <= -1.80574
    PC44 <= 1.254894
    ->  class 1\|3  [0.654]

Rule 28/157: (4940.6/3838, lift 3.7)
    PC1 > -0.430681
    PC2 <= 2.5099
    ->  class 1\|3  [0.223]

Rule 28/158: (94.2, lift 12.3)
    PC1 > -0.430681
    PC3 <= 0.7432103
    PC8 > 0.5831117
    PC9 <= 0.5203298
    PC10 <= 0.007514764
    PC62 <= 0.01772991
    ->  class 2\|0  [0.990]

Rule 28/159: (150.1/0.6, lift 12.3)
    PC2 > -8.847698
    PC8 > 2.291764
    PC12 > -1.72615
    PC21 > 1.703343
    PC68 > 0.4892768
    ->  class 2\|0  [0.989]

Rule 28/160: (72.4, lift 12.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC7 > 0.1598658
    PC8 > -0.2574542
    PC8 <= 2.291764
    PC10 <= -0.1738288
    PC83 > 0.286226
    PC100 <= 0.6077086
    ->  class 2\|0  [0.987]

Rule 28/161: (76.9/0.6, lift 12.2)
    PC1 <= -0.430681
    PC8 > 5.257244
    PC12 > -1.72615
    PC34 <= -0.3501166
    ->  class 2\|0  [0.980]

Rule 28/162: (199.9/4.8, lift 12.1)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC12 > -1.72615
    PC32 > 1.36862
    ->  class 2\|0  [0.971]

Rule 28/163: (78.6/1.6, lift 12.0)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC12 > -1.72615
    PC68 > 0.4892768
    PC88 > 0.2267181
    ->  class 2\|0  [0.967]

Rule 28/164: (457.4/19, lift 11.9)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC10 <= 0.5683248
    PC12 > -1.72615
    PC17 > -0.2221429
    PC42 > -0.3827201
    PC60 > -0.05115781
    ->  class 2\|0  [0.956]

Rule 28/165: (505.4/22.1, lift 11.8)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC10 <= 0.5683248
    PC12 > -1.72615
    PC20 > -0.4726719
    PC42 > -0.3827201
    PC60 > -0.05115781
    PC75 <= 0.310332
    PC85 > -0.8320419
    ->  class 2\|0  [0.954]

Rule 28/166: (61.8/2.6, lift 11.7)
    PC8 > 2.291764
    PC10 <= 0.5683248
    PC11 > -0.4620082
    PC20 > -0.4726719
    PC42 <= -0.3827201
    PC48 <= 0.2115763
    PC60 > -0.05115781
    PC61 > -0.631299
    ->  class 2\|0  [0.943]

Rule 28/167: (10.5, lift 11.4)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC12 > -1.72615
    PC60 <= -0.05115781
    PC69 > 0.374312
    ->  class 2\|0  [0.920]

Rule 28/168: (54.4/4.5, lift 11.2)
    PC2 <= 2.5099
    PC8 > 0.5326868
    PC8 <= 2.291764
    PC10 > -0.1738288
    PC19 <= -0.8201595
    PC29 <= 0.3459832
    PC44 > 0.4764253
    PC46 <= 0.6862471
    ->  class 2\|0  [0.903]

Rule 28/169: (33.4/3.5, lift 10.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2574542
    PC8 <= 2.291764
    PC10 <= -0.1738288
    PC57 > 0.6406411
    ->  class 2\|0  [0.872]

Rule 28/170: (6.4, lift 10.8)
    PC2 <= -8.847698
    PC8 > 2.291764
    PC60 <= -0.05115781
    ->  class 2\|0  [0.869]

Rule 28/171: (333/70.9, lift 9.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2574542
    PC10 <= -0.1738288
    PC35 > -1.435113
    PC68 > -0.3550116
    PC91 <= 0.417838
    ->  class 2\|0  [0.786]

Rule 28/172: (1299.9/769.4, lift 5.1)
    PC2 > -2.073976
    PC2 <= 2.5099
    PC10 <= -0.7514341
    ->  class 2\|0  [0.408]

Rule 28/173: (90.1, lift 9.8)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC20 > -0.4726719
    PC42 <= -0.3827201
    PC48 > 0.2115763
    ->  class 2\|1  [0.989]

Rule 28/174: (62.1, lift 9.7)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC10 > 0.5683248
    PC60 > -0.05115781
    ->  class 2\|1  [0.984]

Rule 28/175: (196.3/2.6, lift 9.7)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC12 <= -1.72615
    ->  class 2\|1  [0.982]

Rule 28/176: (51.3, lift 9.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2574542
    PC17 > -0.2221429
    PC28 > 0.08905473
    PC60 > -0.05115781
    PC75 > 0.310332
    ->  class 2\|1  [0.980]

Rule 28/177: (48.7, lift 9.7)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC17 <= -0.2221429
    PC75 > 0.310332
    ->  class 2\|1  [0.979]

Rule 28/178: (39.2, lift 9.6)
    PC1 > -0.430681
    PC3 <= 0.7432103
    PC8 > 0.5831117
    PC9 <= 0.5203298
    PC10 > 0.007514764
    PC18 > -0.2852878
    ->  class 2\|1  [0.976]

Rule 28/179: (35.5, lift 9.6)
    PC8 > -0.2574542
    PC8 <= 2.291764
    PC21 > 2.607432
    PC62 > -1.285304
    PC63 > -0.3043147
    ->  class 2\|1  [0.973]

Rule 28/180: (34.3, lift 9.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2574542
    PC42 <= -0.3827201
    PC60 > -0.05115781
    PC61 <= -0.631299
    PC85 > -0.8320419
    ->  class 2\|1  [0.972]

Rule 28/181: (33.1, lift 9.6)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC11 <= -0.4620082
    PC42 <= -0.3827201
    ->  class 2\|1  [0.971]

Rule 28/182: (80/2.5, lift 9.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC10 <= -0.04945722
    PC73 <= -1.355258
    ->  class 2\|1  [0.957]

Rule 28/183: (54.3/2.1, lift 9.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2574542
    PC37 <= -0.893113
    ->  class 2\|1  [0.945]

Rule 28/184: (333.2/17.4, lift 9.3)
    PC1 <= -0.430681
    PC2 > -8.847698
    PC8 > 2.291764
    PC21 <= 1.703343
    PC34 > -0.3501166
    PC60 <= -0.05115781
    PC69 <= 0.374312
    PC88 <= 0.2267181
    ->  class 2\|1  [0.945]

Rule 28/185: (30.8/1.2, lift 9.2)
    PC1 > -0.430681
    PC1 <= 14.58976
    PC3 <= 0.7432103
    PC8 > 0.5831117
    PC9 <= 0.153158
    PC62 > 0.01772991
    ->  class 2\|1  [0.934]

Rule 28/186: (468.3/37.3, lift 9.1)
    PC1 <= -0.430681
    PC2 > -8.847698
    PC8 > 2.291764
    PC8 <= 5.257244
    PC32 <= 1.36862
    PC60 <= -0.05115781
    PC69 <= 0.374312
    ->  class 2\|1  [0.919]

Rule 28/187: (14.1/0.8, lift 8.8)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC60 > -0.05115781
    PC85 <= -0.8320419
    ->  class 2\|1  [0.889]

Rule 28/188: (38.7/5.1, lift 8.4)
    PC1 > -0.430681
    PC1 <= 14.58976
    PC2 <= 2.5099
    PC8 <= 0.5831117
    PC9 <= 0.5203298
    PC10 > -0.7514341
    PC44 > 1.254894
    ->  class 2\|1  [0.851]

Rule 28/189: (8.6/0.6, lift 8.4)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC20 <= -0.4726719
    PC60 > -0.05115781
    ->  class 2\|1  [0.848]

Rule 28/190: (39.9/6.9, lift 8.0)
    PC2 <= -9.022285
    PC8 <= -0.2574542
    ->  class 2\|1  [0.811]

Rule 28/191: (55.2/10.7, lift 7.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC12 > 4.369685
    PC73 <= -1.355258
    ->  class 2\|1  [0.796]

Rule 28/192: (1816.7/844.1, lift 5.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2574542
    PC8 <= 2.291764
    ->  class 2\|1  [0.535]

Rule 28/193: (227.1, lift 11.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -3.145528
    PC8 <= -0.2574542
    PC12 <= -1.100775
    PC16 <= 1.734343
    PC19 > -3.647172
    PC37 > -0.801118
    PC57 <= -0.100883
    PC60 <= -0.02762962
    ->  class 2\|2  [0.996]

Rule 28/194: (103.4, lift 11.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -3.145528
    PC8 <= -0.2574542
    PC17 <= 0.5492198
    PC24 > 0.6342371
    PC57 <= 0.3883328
    PC94 <= -0.3086235
    ->  class 2\|2  [0.991]

Rule 28/195: (78.8, lift 11.5)
    PC1 <= -0.430681
    PC8 > -0.2574542
    PC8 <= 1.768798
    PC10 > -0.1738288
    PC12 <= -2.779273
    PC21 <= 2.607432
    PC32 <= 1.077431
    PC44 <= 0.4764253
    ->  class 2\|2  [0.987]

Rule 28/196: (88.6/0.4, lift 11.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC6 > -2.329443
    PC8 > -0.2574542
    PC8 <= 2.291764
    PC9 > -1.755948
    PC23 > 0.8411557
    PC45 > -0.04810669
    PC45 <= 0.3823274
    PC51 <= 0.3369295
    PC63 > -0.3043147
    PC71 <= -0.2226929
    PC91 > -0.1514377
    ->  class 2\|2  [0.985]

Rule 28/197: (62.6, lift 11.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= 2.291764
    PC23 <= 2.13056
    PC32 <= 1.077431
    PC44 <= 0.4764253
    PC45 > -0.04810669
    PC56 > 0.675958
    PC59 > -0.6592996
    PC65 > -0.6522989
    PC66 <= 0.583456
    PC91 > -0.1514377
    PC95 <= 0.3901779
    ->  class 2\|2  [0.984]

Rule 28/198: (57.8, lift 11.5)
    PC1 <= -0.430681
    PC8 > -0.2574542
    PC8 <= 2.291764
    PC19 > 2.666939
    PC23 <= 0.8411557
    PC44 <= 0.4764253
    PC63 > -0.3043147
    PC97 <= -0.03484026
    ->  class 2\|2  [0.983]

Rule 28/199: (49.5, lift 11.5)
    PC1 > -0.430681
    PC1 <= 8.817184
    PC3 <= 0.7432103
    PC8 <= 0.5831117
    PC9 <= 0.153158
    PC10 > -0.7514341
    PC14 <= 0.5714325
    PC18 > -0.2852878
    PC19 > -1.80574
    PC31 <= 0.4876475
    PC44 <= 1.254894
    PC60 <= -0.6035717
    PC97 <= 1.238189
    ->  class 2\|2  [0.981]

Rule 28/200: (71.7/0.6, lift 11.4)
    PC2 <= 2.5099
    PC8 > -0.2574542
    PC8 <= 2.291764
    PC23 > 0.8411557
    PC24 <= 1.540841
    PC32 <= 1.077431
    PC44 <= 0.4764253
    PC45 > -0.04810669
    PC61 > 0.3505862
    PC63 > -0.3043147
    ->  class 2\|2  [0.979]

Rule 28/201: (40.8, lift 11.4)
    PC1 <= -0.430681
    PC8 > -0.2574542
    PC19 > 3.37187
    PC44 <= 0.4764253
    PC45 > -0.04810669
    ->  class 2\|2  [0.977]

Rule 28/202: (35.1, lift 11.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -1.350524
    PC8 <= -0.2574542
    PC10 <= 0.6503604
    PC19 > -3.647172
    PC28 <= 0.008215462
    PC67 > 0.4946131
    PC73 > -1.355258
    ->  class 2\|2  [0.973]

Rule 28/203: (39/0.3, lift 11.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC6 > -2.329443
    PC8 > -0.2574542
    PC8 <= 2.291764
    PC10 > -0.1738288
    PC44 <= 0.4764253
    PC45 > -0.04810669
    PC63 > -0.3043147
    PC86 <= -0.5218899
    ->  class 2\|2  [0.969]

Rule 28/204: (31.6, lift 11.3)
    PC1 <= -0.430681
    PC6 > -2.329443
    PC12 > 2.889639
    PC32 <= 1.077431
    PC44 <= 0.4764253
    PC45 > -0.04810669
    PC45 <= 0.3823274
    PC59 > -0.6592996
    PC63 > -0.3043147
    PC63 <= 0.4037953
    PC91 > -0.1514377
    PC95 <= 0.3901779
    ->  class 2\|2  [0.969]

Rule 28/205: (77.8/1.5, lift 11.3)
    PC1 <= -0.430681
    PC2 > -9.022285
    PC2 <= 2.5099
    PC8 > -3.145528
    PC8 <= -0.2574542
    PC32 <= 1.947536
    PC33 <= -0.4139605
    PC45 > -0.175928
    PC57 > -0.100883
    PC73 > -1.355258
    PC79 <= 0.5376816
    PC98 > -0.4782737
    ->  class 2\|2  [0.969]

Rule 28/206: (29.3, lift 11.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC6 > -2.329443
    PC8 > -0.2574542
    PC8 <= 2.291764
    PC44 <= 0.4764253
    PC45 > -0.04810669
    PC65 <= -0.6522989
    ->  class 2\|2  [0.967]

Rule 28/207: (246.8/7.2, lift 11.3)
    PC1 <= -0.430681
    PC2 > -9.022285
    PC2 <= 2.5099
    PC6 <= 1.580282
    PC8 > -3.145528
    PC8 <= -0.2574542
    PC11 > -2.501196
    PC15 > -2.104069
    PC24 > -0.7111888
    PC28 > -0.1282357
    PC32 <= 1.947536
    PC45 <= 0.3222792
    PC53 <= 2.107413
    PC57 <= -0.100883
    PC60 <= -0.02762962
    PC76 <= 0.6378464
    ->  class 2\|2  [0.967]

Rule 28/208: (208.3/6.5, lift 11.3)
    PC2 > -9.022285
    PC2 <= 2.5099
    PC8 > -3.145528
    PC8 <= -0.2574542
    PC19 > -3.647172
    PC33 > -0.4139605
    PC39 > -0.6067213
    PC51 > -0.2388444
    PC55 > -0.5888073
    PC68 <= -0.8119464
    PC78 > -0.1881059
    PC81 <= 0.6304653
    ->  class 2\|2  [0.965]

Rule 28/209: (20.2, lift 11.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2574542
    PC8 <= 0.5326868
    PC10 > -0.1738288
    PC28 <= 0.1095078
    PC44 > 0.4764253
    PC67 > 0.2133587
    ->  class 2\|2  [0.955]

Rule 28/210: (39.2/0.9, lift 11.1)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2574542
    PC23 > 2.13056
    PC32 <= 1.077431
    ->  class 2\|2  [0.954]

Rule 28/211: (57.4/1.8, lift 11.1)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC6 > -2.329443
    PC8 > -0.2574542
    PC8 <= 2.291764
    PC10 > -0.1738288
    PC32 <= 1.077431
    PC44 <= 0.4764253
    PC59 > -0.6592996
    PC63 > -0.3043147
    PC95 > 0.3901779
    ->  class 2\|2  [0.953]

Rule 28/212: (22.6/0.2, lift 11.1)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -1.350524
    PC8 <= -0.2574542
    PC10 > 0.6503604
    PC28 <= 0.008215462
    PC33 > -0.4139605
    PC47 > -0.8644236
    PC57 > -0.100883
    PC68 > -0.8119464
    ->  class 2\|2  [0.951]

Rule 28/213: (36.2/0.9, lift 11.1)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -1.350524
    PC8 <= -0.2574542
    PC17 <= 0.5492198
    PC33 > -0.4139605
    PC47 > -0.8644236
    PC49 <= -0.4523354
    PC73 > -1.355258
    ->  class 2\|2  [0.951]

Rule 28/214: (134.6/5.9, lift 11.1)
    PC1 <= -0.430681
    PC2 > -9.022285
    PC2 <= 2.5099
    PC8 > -1.350524
    PC8 <= -0.2574542
    PC15 <= 3.661684
    PC19 > -3.647172
    PC28 > 0.008215462
    PC29 <= 0.2792483
    PC33 > -0.4139605
    PC47 > -0.8644236
    PC68 > -0.8119464
    PC69 > -0.2803498
    ->  class 2\|2  [0.950]

Rule 28/215: (30.2/0.9, lift 11.0)
    PC1 <= -0.430681
    PC2 > -9.022285
    PC2 <= 2.5099
    PC8 <= -1.350524
    PC27 <= -0.2334193
    PC57 > -0.100883
    PC64 > 0.5747154
    PC81 <= 0.6304653
    ->  class 2\|2  [0.942]

Rule 28/216: (13.8, lift 10.9)
    PC8 > -3.145528
    PC8 <= -1.350524
    PC19 > 3.509839
    PC57 <= 0.3883328
    PC68 > -0.8119464
    PC94 <= -0.3086235
    ->  class 2\|2  [0.937]

Rule 28/217: (67.5/3.8, lift 10.9)
    PC1 <= -0.430681
    PC8 > -0.2574542
    PC11 <= -2.363616
    PC44 <= 0.4764253
    PC45 > -0.04810669
    PC62 > -1.285304
    ->  class 2\|2  [0.931]

Rule 28/218: (57.2/3.1, lift 10.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC6 > -2.329443
    PC8 <= 2.291764
    PC10 > -0.1738288
    PC23 <= 2.13056
    PC32 <= 1.077431
    PC45 > -0.04810669
    PC59 > -0.6592996
    PC63 > 0.4037953
    PC66 <= 0.583456
    PC91 > -0.1514377
    ->  class 2\|2  [0.930]

Rule 28/219: (95.7/6.5, lift 10.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC3 <= -0.04230507
    PC8 > -1.350524
    PC8 <= -0.2574542
    PC29 <= 0.2792483
    PC33 > -0.4139605
    PC47 > -0.8644236
    PC57 > -0.100883
    PC63 > 0.05751005
    PC69 > -0.2803498
    PC73 > -1.355258
    ->  class 2\|2  [0.923]

Rule 28/220: (28.4/1.3, lift 10.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -3.145528
    PC27 > -0.2334193
    PC29 <= 0.2792483
    PC32 <= 1.947536
    PC33 > -0.4139605
    PC69 > -0.2803498
    PC77 <= 2.10622
    PC84 <= -0.4951016
    PC94 <= -0.3086235
    ->  class 2\|2  [0.923]

Rule 28/221: (60/3.9, lift 10.8)
    PC2 <= 2.5099
    PC8 <= -0.2574542
    PC10 > -0.04945722
    PC12 <= 4.369685
    PC57 <= 2.443888
    PC73 <= -1.355258
    ->  class 2\|2  [0.921]

Rule 28/222: (10, lift 10.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -1.350524
    PC27 <= -0.2334193
    PC38 > 0.6579186
    PC81 <= 0.6304653
    ->  class 2\|2  [0.916]

Rule 28/223: (67.9/5.4, lift 10.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -0.2574542
    PC46 > 0.413817
    PC60 <= -0.7855141
    PC73 > -1.355258
    ->  class 2\|2  [0.908]

Rule 28/224: (13.7/0.5, lift 10.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2574542
    PC8 <= 2.291764
    PC10 > -0.1738288
    PC29 <= -0.1367583
    PC32 <= 1.077431
    PC45 > -0.04810669
    ->  class 2\|2  [0.903]

Rule 28/225: (7.9, lift 10.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -1.350524
    PC8 <= -0.2574542
    PC17 <= 0.5492198
    PC32 > 1.203356
    PC33 > -0.4139605
    PC73 > -1.355258
    ->  class 2\|2  [0.899]

Rule 28/226: (12.9/0.6, lift 10.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC6 > -2.329443
    PC8 > -0.2574542
    PC8 <= 2.291764
    PC23 <= 0.8411557
    PC24 > 0.2116383
    PC44 <= 0.4764253
    PC63 > -0.3043147
    PC91 > -0.04416095
    PC94 <= 0.3971989
    PC95 <= 0.3901779
    PC97 <= -0.03484026
    ->  class 2\|2  [0.893]

Rule 28/227: (227.2/27.2, lift 10.2)
    PC1 <= -0.430681
    PC2 > -9.022285
    PC2 <= 2.5099
    PC8 > -3.145528
    PC8 <= -0.2574542
    PC11 > -0.6155272
    PC16 <= 1.734343
    PC28 > -0.1282357
    PC32 <= 1.947536
    PC57 <= -0.100883
    PC97 <= 1.675995
    ->  class 2\|2  [0.877]

Rule 28/228: (53.7/6.2, lift 10.2)
    PC2 <= 2.5099
    PC8 > -0.2574542
    PC8 <= 2.291764
    PC10 > -0.1738288
    PC32 <= 1.077431
    PC44 <= 0.4764253
    PC59 > -0.6592996
    PC62 > -1.285304
    PC66 > 0.583456
    PC90 <= 0.6792846
    ->  class 2\|2  [0.871]

Rule 28/229: (77.9/9.5, lift 10.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC6 > -2.329443
    PC8 > -0.2574542
    PC8 <= 2.291764
    PC10 > -0.1738288
    PC29 > -0.1367583
    PC44 <= 0.4764253
    PC45 <= 0.3823274
    PC63 > -0.3043147
    PC91 > -0.1514377
    PC91 <= -0.04416095
    PC94 <= 0.3971989
    PC97 <= -0.03484026
    ->  class 2\|2  [0.869]

Rule 28/230: (18.7/2.8, lift 9.6)
    PC8 <= -3.145528
    PC36 > 0.4058869
    PC74 > -0.8009616
    PC76 <= 0.4850297
    PC98 > 0.4520667
    ->  class 2\|2  [0.818]

Rule 28/231: (49.7/10.6, lift 9.1)
    PC1 <= -0.430681
    PC8 > -3.145528
    PC8 <= -1.350524
    PC17 <= 0.5492198
    PC27 <= -0.2334193
    PC29 <= 0.2792483
    PC33 > -0.4139605
    PC57 > -0.100883
    PC67 > 0.01372455
    PC73 > -1.355258
    PC77 <= 2.10622
    ->  class 2\|2  [0.775]

Rule 28/232: (38.1/14.1, lift 7.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2574542
    PC8 <= 2.291764
    PC24 <= 1.540841
    PC44 <= 0.4764253
    PC59 > -0.6592996
    PC62 <= -1.285304
    PC63 > -0.3043147
    ->  class 2\|2  [0.624]

Rule 28/233: (101, lift 8.4)
    PC1 <= -0.430681
    PC8 <= -3.145528
    PC44 <= 0.9374329
    PC45 > 0.1517099
    ->  class 2\|3  [0.990]

Rule 28/234: (79.3, lift 8.4)
    PC1 <= -0.430681
    PC8 <= -3.145528
    PC31 > 1.244208
    PC39 <= 0.2162909
    ->  class 2\|3  [0.988]

Rule 28/235: (75.2, lift 8.4)
    PC1 <= -0.430681
    PC8 <= -3.145528
    PC18 > -0.2926225
    PC44 <= 0.9374329
    PC76 <= 0.4850297
    PC81 > 0.1970241
    PC100 <= 0.3804127
    ->  class 2\|3  [0.987]

Rule 28/236: (69.1, lift 8.4)
    PC1 > -0.430681
    PC2 <= -2.073976
    PC10 <= -0.7514341
    PC12 > -2.467902
    PC43 <= -0.1397224
    PC84 > -0.7119491
    ->  class 2\|3  [0.986]

Rule 28/237: (57.2, lift 8.4)
    PC1 > -0.430681
    PC1 <= 8.817184
    PC2 <= 2.5099
    PC3 <= 0.7432103
    PC8 <= 0.5831117
    PC9 <= 0.153158
    PC10 > -0.7514341
    PC19 > -1.80574
    PC43 <= 0.514162
    PC60 > -0.6035717
    ->  class 2\|3  [0.983]

Rule 28/238: (47, lift 8.3)
    PC1 <= 14.58976
    PC2 <= 2.5099
    PC3 <= 0.7432103
    PC9 <= 0.5203298
    PC43 <= 0.514162
    PC97 > 1.238189
    ->  class 2\|3  [0.979]

Rule 28/239: (461.3/9, lift 8.3)
    PC1 <= -0.430681
    PC8 > -3.145528
    PC8 <= -1.350524
    PC17 <= 0.5492198
    PC27 > -0.2334193
    PC33 > -0.4139605
    PC45 <= 0.4335379
    PC57 > -0.100883
    PC68 > -0.8119464
    PC69 > -0.2803498
    PC94 > -0.3086235
    ->  class 2\|3  [0.978]

Rule 28/240: (33.6, lift 8.3)
    PC1 > -0.430681
    PC1 <= 8.817184
    PC3 <= 0.7432103
    PC8 <= 0.5831117
    PC10 > -0.7514341
    PC14 > 0.5714325
    PC19 > -1.80574
    PC43 <= 0.514162
    ->  class 2\|3  [0.972]

Rule 28/241: (94.7/3.4, lift 8.1)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC16 > 1.734343
    PC73 > -1.355258
    PC97 <= 1.675995
    ->  class 2\|3  [0.955]

Rule 28/242: (84.7/3.2, lift 8.1)
    PC2 <= 2.5099
    PC8 <= -3.145528
    PC36 <= 0.4058869
    PC41 > -0.4428328
    PC46 <= 0.413817
    PC98 > 0.4520667
    ->  class 2\|3  [0.951]

Rule 28/243: (16.1, lift 8.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2574542
    PC8 <= 2.291764
    PC10 > -0.1738288
    PC11 <= 0.708196
    PC44 <= 0.4764253
    PC63 <= -0.3043147
    ->  class 2\|3  [0.945]

Rule 28/244: (15.5, lift 8.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC24 > 1.540841
    ->  class 2\|3  [0.943]

Rule 28/245: (13.1, lift 8.0)
    PC1 <= -0.430681
    PC6 > 1.580282
    PC8 <= -0.2574542
    PC12 > -1.100775
    PC32 <= 1.947536
    PC45 <= 0.3222792
    ->  class 2\|3  [0.934]

Rule 28/246: (30.3/1.9, lift 7.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC10 <= -0.1738288
    PC35 <= -1.435113
    ->  class 2\|3  [0.911]

Rule 28/247: (8.5, lift 7.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2574542
    PC8 <= 2.291764
    PC29 > 0.3459832
    PC44 > 0.4764253
    ->  class 2\|3  [0.898]

Rule 28/248: (83.9/11.3, lift 7.3)
    PC1 > -0.430681
    PC2 <= -2.073976
    PC10 <= -0.7514341
    PC12 > -2.467902
    PC17 > 0.4119096
    PC71 <= -0.10524
    ->  class 2\|3  [0.857]

Rule 28/249: (49.6/7.9, lift 7.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2574542
    PC8 <= 0.5326868
    PC28 <= 0.1095078
    PC37 > -0.893113
    PC44 > 0.4764253
    PC67 <= 0.2133587
    ->  class 2\|3  [0.827]

Rule 28/250: (3964.6/1911.2, lift 4.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -0.2574542
    ->  class 2\|3  [0.518]

Rule 28/251: (115.2, lift 22.6)
    PC2 <= 2.5099
    PC8 <= -3.145528
    PC27 > 0.02228288
    PC31 <= 1.244208
    PC41 <= 0.09447951
    PC43 > -0.2702033
    PC46 <= 0.413817
    PC47 > -0.3377062
    PC52 <= 0.07999884
    PC62 <= 0.9118405
    PC74 > -0.8009616
    PC81 <= 0.06971355
    PC85 > 0.07185512
    PC93 <= 0.4453863
    PC98 <= 0.4520667
    ->  class 2\|4  [0.991]

Rule 28/252: (146.7/0.7, lift 22.5)
    PC2 <= 2.5099
    PC8 <= -3.145528
    PC18 <= -0.2926225
    PC23 <= 2.379988
    PC26 <= 3.239936
    PC45 <= 0.1517099
    PC46 <= 0.413817
    PC75 <= 0.429649
    PC76 <= 0.4850297
    PC94 <= 0.7654349
    ->  class 2\|4  [0.989]

Rule 28/253: (123.6/0.5, lift 22.5)
    PC8 <= -3.145528
    PC23 <= 2.379988
    PC27 <= 0.02228288
    PC45 <= 0.1517099
    PC62 <= -0.5797458
    PC76 <= 0.4850297
    PC94 <= 0.7654349
    PC98 <= 0.4520667
    ->  class 2\|4  [0.988]

Rule 28/254: (45.8, lift 22.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -3.145528
    PC8 <= -0.2574542
    PC45 > 0.4335379
    PC97 <= -0.1509848
    ->  class 2\|4  [0.979]

Rule 28/255: (235.7/4, lift 22.3)
    PC2 <= 2.5099
    PC8 <= -3.145528
    PC23 <= 2.379988
    PC26 <= 3.239936
    PC41 <= 0.09447951
    PC45 <= 0.1517099
    PC46 <= 0.413817
    PC47 <= -0.3377062
    PC49 <= 0.1867856
    PC76 <= 0.4850297
    PC81 <= 0.1970241
    PC94 <= 0.7654349
    PC98 <= 0.4520667
    ->  class 2\|4  [0.979]

Rule 28/256: (122.3/3.1, lift 22.1)
    PC8 <= -3.145528
    PC31 <= 1.244208
    PC44 > 0.9374329
    PC46 <= 0.413817
    PC56 > -1.572737
    PC74 > -0.8009616
    PC76 <= 0.4850297
    PC98 <= 0.4520667
    ->  class 2\|4  [0.967]

Rule 28/257: (97/2.6, lift 22.0)
    PC1 <= -0.430681
    PC8 <= -0.2574542
    PC9 <= -5.05894
    PC26 <= 3.239936
    PC74 > -0.8009616
    PC75 <= 0.429649
    PC93 <= 0.4453863
    ->  class 2\|4  [0.963]

Rule 28/258: (178.3/6.6, lift 21.8)
    PC1 <= -0.430681
    PC8 <= -3.145528
    PC31 <= 1.244208
    PC56 > -1.572737
    PC74 > -0.8009616
    PC76 <= 0.4850297
    PC84 > -0.2814895
    PC98 <= 0.4520667
    PC100 > 0.3804127
    ->  class 2\|4  [0.958]

Rule 28/259: (27.1/0.9, lift 21.3)
    PC8 <= -3.145528
    PC36 <= 0.4058869
    PC41 <= -0.4428328
    PC46 <= 0.413817
    PC73 > -1.355258
    PC76 <= 0.4850297
    PC98 > 0.4520667
    ->  class 2\|4  [0.934]

Rule 28/260: (55.3/3.2, lift 21.1)
    PC1 > -0.430681
    PC2 <= -2.073976
    PC10 <= -0.7514341
    PC12 > -2.467902
    PC43 > -0.1397224
    PC71 > -0.10524
    ->  class 2\|4  [0.927]

Rule 28/261: (11.4, lift 21.1)
    PC1 <= -0.430681
    PC8 <= -3.145528
    PC46 <= 0.413817
    PC56 > -1.572737
    PC85 > 1.810729
    ->  class 2\|4  [0.925]

Rule 28/262: (44.5/3.3, lift 20.7)
    PC1 <= -0.430681
    PC8 <= -3.145528
    PC44 > 2.31718
    PC56 > -1.572737
    PC74 > -0.8009616
    ->  class 2\|4  [0.908]

Rule 28/263: (5.4, lift 19.7)
    PC2 <= 2.5099
    PC8 <= -3.145528
    PC59 > 0.2421495
    PC73 > -1.355258
    PC74 <= -0.8009616
    ->  class 2\|4  [0.864]

Rule 28/264: (80.4/11.5, lift 19.3)
    PC1 <= -0.430681
    PC8 <= -0.2574542
    PC19 <= -3.647172
    PC63 <= -0.2927086
    ->  class 2\|4  [0.848]

Rule 28/265: (11.9/1.3, lift 19.1)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -0.2574542
    PC45 <= 0.4335379
    PC57 <= -0.100883
    PC73 > -1.355258
    PC97 > 1.675995
    ->  class 2\|4  [0.838]

Rule 28/266: (33.2/5.8, lift 18.4)
    PC1 <= -0.430681
    PC2 > -9.022285
    PC2 <= 2.5099
    PC8 > -3.145528
    PC8 <= -0.2574542
    PC12 > 0.2930036
    PC29 > 0.2792483
    PC69 > -0.2803498
    PC81 <= 0.6304653
    ->  class 2\|4  [0.806]

Rule 28/267: (31.3/9.4, lift 15.7)
    PC1 > -0.430681
    PC1 <= 8.817184
    PC2 <= 2.5099
    PC3 <= 0.7432103
    PC8 <= 0.5831117
    PC9 <= 0.153158
    PC43 > 0.514162
    PC44 <= 1.254894
    ->  class 2\|4  [0.688]

Rule 28/268: (30.8/10.7, lift 14.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -3.145528
    PC8 <= -0.2574542
    PC19 > -3.647172
    PC32 > 1.947536
    PC45 <= 0.4335379
    PC73 > -1.355258
    ->  class 2\|4  [0.644]

Rule 28/269: (16.3/6.8, lift 13.1)
    PC8 > -3.145528
    PC8 <= -1.350524
    PC27 > -0.2334193
    PC33 > -0.4139605
    PC57 > -0.100883
    PC65 > 0.9432499
    PC68 > -0.8119464
    PC73 > -1.355258
    ->  class 2\|4  [0.575]

Default class: 2\|1

-----  Trial 29:  -----

Rules:

Rule 29/1: (243/1.3, lift 15.9)
    PC5 <= 1.6919
    PC13 <= 7.506931
    PC18 > 2.052136
    PC19 > -0.3125989
    PC25 <= 0.7820565
    PC48 > -0.6094309
    PC53 <= -1.055398
    ->  class 0\|0  [0.991]

Rule 29/2: (90.8/0.1, lift 15.9)
    PC13 <= 7.506931
    PC18 > 2.052136
    PC19 > -0.3125989
    PC28 <= 3.252207
    PC45 <= 1.319403
    PC55 > -0.3992188
    PC58 <= 2.526783
    PC77 <= -0.4512687
    PC91 <= 3.159646
    ->  class 0\|0  [0.988]

Rule 29/3: (78.2, lift 15.9)
    PC12 > -2.032964
    PC13 <= 7.506931
    PC18 > 2.052136
    PC28 <= 3.252207
    PC45 <= 1.319403
    PC54 > -1.095759
    PC55 > -0.3992188
    PC85 <= 2.546556
    PC95 > 0.6322361
    ->  class 0\|0  [0.987]

Rule 29/4: (109/1.3, lift 15.8)
    PC12 > -2.032964
    PC13 <= 7.506931
    PC18 > 2.052136
    PC37 <= 2.17147
    PC54 <= -1.095759
    PC55 > -0.3992188
    PC91 <= 3.159646
    ->  class 0\|0  [0.980]

Rule 29/5: (47.2/0.8, lift 15.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC10 <= 2.372984
    PC13 <= -0.3155258
    PC18 > -0.4683644
    PC18 <= 2.052136
    PC47 <= -0.9183904
    ->  class 0\|0  [0.963]

Rule 29/6: (53.2/1.7, lift 15.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 1.698335
    PC14 > 0.4606963
    PC18 > -0.4683644
    PC47 > -0.9183904
    PC48 > 0.360111
    PC87 <= 0.1066178
    ->  class 0\|0  [0.951]

Rule 29/7: (24/0.3, lift 15.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 1.698335
    PC14 > 0.4606963
    PC24 > 2.320164
    PC90 > -1.759266
    ->  class 0\|0  [0.950]

Rule 29/8: (55.1/3, lift 15.0)
    PC12 > -2.032964
    PC13 <= 7.506931
    PC18 > 2.052136
    PC37 <= 2.17147
    PC55 > -0.3992188
    PC78 > 0.9895724
    PC85 <= 2.546556
    ->  class 0\|0  [0.931]

Rule 29/9: (360.1/29, lift 14.8)
    PC5 <= 1.6919
    PC7 > -0.9646559
    PC10 > -7.567951
    PC13 > -2.624836
    PC13 <= 1.043398
    PC16 > -1.229006
    PC18 > 2.052136
    PC25 <= 0.7820565
    PC45 <= 1.319403
    PC48 > -0.6094309
    PC54 <= 1.171919
    PC55 > -0.3992188
    PC68 > -0.1623678
    PC99 > -0.1048695
    ->  class 0\|0  [0.917]

Rule 29/10: (130/23.6, lift 13.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 > 0.1822112
    PC13 <= 1.698335
    PC18 > -0.4683644
    ->  class 0\|0  [0.814]

Rule 29/11: (25.3/4.3, lift 13.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC8 > -0.1932295
    PC13 <= 1.698335
    PC14 > 0.4606963
    PC18 > -0.4683644
    PC18 <= 2.052136
    PC19 <= -0.1306577
    PC87 <= 0.1066178
    ->  class 0\|0  [0.806]

Rule 29/12: (779/202.2, lift 11.9)
    PC12 > -2.032964
    PC13 <= -0.6545345
    PC18 > 2.052136
    PC28 <= 3.252207
    PC37 <= 2.17147
    PC43 <= 0.9013982
    PC55 > -0.3992188
    PC73 > -3.262554
    PC85 <= 2.546556
    PC91 <= 3.159646
    ->  class 0\|0  [0.740]

Rule 29/13: (105.7/36, lift 10.6)
    PC2 > 2.5099
    PC12 > -2.032964
    PC13 <= 7.506931
    PC18 > -0.4683644
    PC40 > 2.841514
    PC85 <= 2.546556
    ->  class 0\|0  [0.656]

Rule 29/14: (219.4, lift 12.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 <= 0.1822112
    PC14 <= 0.4606963
    PC18 > -0.4683644
    PC18 <= 2.052136
    PC22 > -0.9211246
    PC40 <= 2.841514
    PC43 <= 0.4523694
    PC47 > -0.9183904
    PC55 > -0.3779121
    PC85 <= 0.06733282
    PC86 <= 4.013646
    PC90 > -1.759266
    ->  class 0\|1  [0.995]

Rule 29/15: (156.3, lift 12.6)
    PC2 > 2.5099
    PC6 <= 0.1822112
    PC8 > -0.1932295
    PC13 <= 1.698335
    PC14 > 0.4606963
    PC18 > -0.4683644
    PC18 <= 2.052136
    PC87 > 0.1066178
    ->  class 0\|1  [0.994]

Rule 29/16: (141.8, lift 12.5)
    PC2 > 2.5099
    PC6 <= 0.1822112
    PC13 <= 1.698335
    PC14 > -1.071559
    PC18 > -0.4683644
    PC18 <= 2.052136
    PC20 <= -1.05421
    PC40 <= 2.841514
    PC43 <= 0.4523694
    PC55 > -0.3779121
    PC85 <= 2.546556
    PC90 > -1.759266
    ->  class 0\|1  [0.993]

Rule 29/17: (95.4/0.2, lift 12.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 <= 0.1822112
    PC13 <= 1.698335
    PC18 > -0.4683644
    PC18 <= 1.033548
    PC47 > -0.9183904
    PC78 > 0.06980622
    PC85 > 0.06733282
    PC92 <= 0.07917529
    ->  class 0\|1  [0.988]

Rule 29/18: (84.2, lift 12.5)
    PC2 > 2.5099
    PC13 <= 7.506931
    PC18 > 2.052136
    PC28 <= 3.252207
    PC32 <= 0.8154566
    PC55 <= -0.4046857
    PC60 > -1.360307
    ->  class 0\|1  [0.988]

Rule 29/19: (190.9/2.1, lift 12.4)
    PC3 <= 1.640775
    PC14 > -1.071559
    PC14 <= 0.4606963
    PC18 > 1.033548
    PC18 <= 2.052136
    PC21 <= 0.5762501
    PC40 <= 2.841514
    PC42 <= 1.576579
    PC55 > -0.3779121
    PC85 <= 2.546556
    PC90 > -1.759266
    ->  class 0\|1  [0.984]

Rule 29/20: (48.4/0.1, lift 12.4)
    PC3 <= 1.640775
    PC13 > -2.624836
    PC18 > -0.4683644
    PC25 <= 0.7820565
    PC29 <= -1.240475
    PC43 <= 0.9013982
    PC45 <= 1.319403
    PC53 > -1.055398
    PC55 > -0.3992188
    PC91 <= 3.159646
    PC99 <= -0.1048695
    ->  class 0\|1  [0.978]

Rule 29/21: (42.4, lift 12.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 > -2.624836
    PC13 <= 7.506931
    PC16 > -1.229006
    PC18 > -0.4683644
    PC25 <= 0.7820565
    PC43 <= 0.9013982
    PC45 <= 1.319403
    PC48 > -0.6094309
    PC53 > -1.055398
    PC54 > -1.095759
    PC86 <= -0.4096343
    PC99 <= -0.1048695
    ->  class 0\|1  [0.977]

Rule 29/22: (50.2/0.3, lift 12.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC12 > -2.032964
    PC14 <= -0.3790054
    PC18 > -0.4683644
    PC43 <= 1.815307
    PC54 > -1.095759
    PC68 > -0.5711414
    PC68 <= -0.1623678
    PC77 > -0.4512687
    PC86 <= 4.013646
    PC99 > -0.1048695
    ->  class 0\|1  [0.975]

Rule 29/23: (196.7/4.5, lift 12.3)
    PC2 > 2.5099
    PC6 <= 0.1822112
    PC8 > -0.1932295
    PC13 <= 1.698335
    PC14 > 0.4606963
    PC18 > -0.4683644
    PC18 <= 2.052136
    PC19 > -0.1306577
    PC24 <= 2.320164
    PC48 <= 0.360111
    PC90 > -1.759266
    ->  class 0\|1  [0.972]

Rule 29/24: (74.2/1.2, lift 12.3)
    PC13 > -0.6545345
    PC13 <= 7.506931
    PC18 > 2.052136
    PC45 > 1.319403
    PC73 > -3.262554
    PC78 <= 0.9895724
    ->  class 0\|1  [0.972]

Rule 29/25: (33.5, lift 12.3)
    PC2 > 2.5099
    PC12 > -2.032964
    PC18 > 2.052136
    PC53 > 1.686158
    PC54 > -1.095759
    ->  class 0\|1  [0.970]

Rule 29/26: (29.5, lift 12.2)
    PC2 > 2.5099
    PC12 > -2.032964
    PC13 <= 7.506931
    PC18 > 2.052136
    PC91 > 3.159646
    ->  class 0\|1  [0.968]

Rule 29/27: (134.2/3.8, lift 12.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 <= 0.1822112
    PC12 > -2.032964
    PC13 <= 1.698335
    PC18 > -0.4683644
    PC18 <= 1.033548
    PC34 > 0.3673071
    PC47 <= 0.6867923
    PC90 > -1.759266
    PC92 <= 0.07917529
    ->  class 0\|1  [0.965]

Rule 29/28: (23, lift 12.1)
    PC5 <= 1.6919
    PC13 <= 7.506931
    PC16 > -1.229006
    PC18 > 2.052136
    PC41 > 0.08692545
    PC53 > -1.055398
    PC95 <= 0.6322361
    PC99 <= -0.1048695
    ->  class 0\|1  [0.960]

Rule 29/29: (45.3/1.2, lift 12.0)
    PC5 <= 1.6919
    PC13 > 1.043398
    PC13 <= 7.506931
    PC18 > 2.052136
    PC45 <= 1.319403
    PC53 > -1.055398
    PC54 > -1.095759
    PC77 > -0.4512687
    ->  class 0\|1  [0.954]

Rule 29/30: (17.5, lift 12.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC12 > -2.032964
    PC13 <= 7.506931
    PC18 > -0.4683644
    PC19 <= -0.3125989
    PC43 <= 0.9013982
    ->  class 0\|1  [0.949]

Rule 29/31: (79.3/3.1, lift 12.0)
    PC11 > -0.04040956
    PC13 <= -2.624836
    PC16 > -1.08999
    PC18 > 2.052136
    PC54 > -1.095759
    PC73 > -3.262554
    PC77 > -0.4512687
    PC85 <= 2.546556
    PC95 <= 0.6322361
    ->  class 0\|1  [0.949]

Rule 29/32: (25.5/0.7, lift 11.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 > -2.624836
    PC13 <= 7.506931
    PC18 > -0.4683644
    PC48 <= -0.6094309
    PC55 > -0.3992188
    PC77 > -0.4512687
    PC91 <= 3.159646
    PC95 <= 0.6322361
    ->  class 0\|1  [0.940]

Rule 29/33: (11.6, lift 11.7)
    PC10 <= -7.567951
    PC18 > -0.4683644
    PC43 <= 0.9013982
    PC95 <= 0.6322361
    ->  class 0\|1  [0.927]

Rule 29/34: (19.2/0.6, lift 11.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -0.4683644
    PC97 <= -6.190364
    ->  class 0\|1  [0.924]

Rule 29/35: (39/3.2, lift 11.3)
    PC13 <= 7.506931
    PC18 > 2.052136
    PC48 > -0.6094309
    PC53 > -1.055398
    PC54 > 1.171919
    PC73 > -3.262554
    PC85 <= 2.546556
    PC95 <= 0.6322361
    ->  class 0\|1  [0.897]

Rule 29/36: (166.7/17.5, lift 11.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC8 > -0.1553605
    PC15 > -0.05787285
    PC18 <= -0.4683644
    PC19 <= 0.3461967
    PC55 > 0.1673479
    PC83 <= 0.009705628
    ->  class 0\|1  [0.890]

Rule 29/37: (87.1/9.2, lift 11.2)
    PC2 > 2.5099
    PC7 <= -0.9646559
    PC18 > 2.052136
    PC54 > -1.095759
    PC77 > -0.4512687
    ->  class 0\|1  [0.885]

Rule 29/38: (69.8/8.8, lift 10.9)
    PC13 <= 7.506931
    PC18 > 2.052136
    PC25 > 0.7820565
    PC77 > -0.4512687
    PC95 <= 0.6322361
    ->  class 0\|1  [0.863]

Rule 29/39: (4.5, lift 10.7)
    PC13 > 7.506931
    PC15 > 0.920364
    PC40 > 1.007824
    ->  class 0\|1  [0.847]

Rule 29/40: (50.4/7.9, lift 10.5)
    PC13 > 7.506931
    PC18 > 3.718587
    PC20 > -3.980935
    PC28 <= 2.931851
    ->  class 0\|1  [0.830]

Rule 29/41: (45.3/9.2, lift 9.9)
    PC5 <= 1.6919
    PC13 > -2.624836
    PC13 <= 1.043398
    PC16 <= -1.229006
    PC18 > 2.052136
    PC53 > -1.055398
    PC54 > -1.095759
    PC95 <= 0.6322361
    ->  class 0\|1  [0.784]

Rule 29/42: (46.2/11.7, lift 9.3)
    PC5 > 1.6919
    PC13 > -2.624836
    PC13 <= 7.506931
    PC18 > 2.052136
    PC19 > -0.3125989
    PC25 <= 0.7820565
    PC45 <= 1.319403
    PC48 > -0.6094309
    PC55 > -0.3992188
    PC95 <= 0.6322361
    ->  class 0\|1  [0.737]

Rule 29/43: (167.8/44.9, lift 9.2)
    PC2 > 2.5099
    PC5 <= 1.6919
    PC13 > -2.624836
    PC13 <= 7.506931
    PC18 > 2.052136
    PC19 > -0.3125989
    PC25 <= 0.7820565
    PC45 <= 1.319403
    PC53 > -1.055398
    PC54 > -1.095759
    PC55 > -0.3992188
    PC77 > -0.4512687
    PC95 <= 0.6322361
    PC99 <= -0.1048695
    ->  class 0\|1  [0.730]

Rule 29/44: (13.1, lift 9.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -2.053191
    PC29 <= 1.807862
    PC38 <= 1.611627
    PC59 <= -4.72473
    ->  class 0\|2  [0.934]

Rule 29/45: (32.7/5.2, lift 8.5)
    PC7 > -0.5043108
    PC18 <= -2.053191
    PC38 <= 1.611627
    PC57 > 1.352132
    PC93 <= 0.9257153
    ->  class 0\|2  [0.822]

Rule 29/46: (132.9/25.6, lift 8.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 <= -0.4683644
    PC38 <= 1.611627
    PC42 <= 0.1792751
    PC44 <= 0.5717822
    PC46 <= 0.1609581
    PC55 <= 0.1673479
    PC67 <= -0.09593622
    PC78 <= 2.167191
    PC93 <= 0.9257153
    ->  class 0\|2  [0.803]

Rule 29/47: (37.2/8.1, lift 7.9)
    PC18 <= -0.4683644
    PC42 > 0.1792751
    PC55 <= 0.1673479
    PC85 > 0.1047274
    PC85 <= 0.1252552
    ->  class 0\|2  [0.767]

Rule 29/48: (29.2/9.3, lift 6.9)
    PC6 > -1.630364
    PC15 > -0.05787285
    PC18 <= -0.4683644
    PC19 <= 0.3461967
    PC44 > 1.556023
    PC55 > 0.1673479
    ->  class 0\|2  [0.669]

Rule 29/49: (7607.6/5680.6, lift 2.6)
    PC2 > 2.5099
    ->  class 0\|2  [0.253]

Rule 29/50: (131.7/0.1, lift 11.3)
    PC4 > -8.287465
    PC7 > -0.4618833
    PC11 <= 0.1058891
    PC18 <= -2.053191
    PC23 > -3.769998
    PC25 > -1.226275
    PC42 <= 0.1792751
    PC55 > 0.1004119
    PC55 <= 0.1673479
    PC57 <= 1.352132
    PC67 > -0.09593622
    ->  class 0\|3  [0.992]

Rule 29/51: (146.6/0.2, lift 11.3)
    PC4 > -8.287465
    PC4 <= 9.305666
    PC7 > -0.4618833
    PC10 > -7.047635
    PC11 <= 0.3006447
    PC17 <= 1.209298
    PC18 <= -2.053191
    PC26 > -1.809087
    PC30 <= 1.184734
    PC32 > -1.664495
    PC42 > 0.1792751
    PC85 <= 0.1047274
    PC93 <= 0.9257153
    ->  class 0\|3  [0.992]

Rule 29/52: (106.4, lift 11.3)
    PC7 > -0.4618833
    PC11 <= 0.1058891
    PC18 <= -2.053191
    PC26 > -1.809087
    PC30 <= 1.184734
    PC44 <= 0.5717822
    PC46 > 0.1609581
    PC57 <= 1.352132
    PC67 <= -0.09593622
    PC78 <= 2.167191
    ->  class 0\|3  [0.991]

Rule 29/53: (109, lift 11.3)
    PC3 <= 1.640775
    PC4 <= 9.305666
    PC7 > -0.5043108
    PC8 <= 0.06022203
    PC18 <= -2.053191
    PC19 > 0.08581124
    PC30 <= 1.184734
    PC42 <= 0.1792751
    PC55 <= 0.1673479
    PC57 <= 1.352132
    PC67 > -0.09593622
    PC78 <= 2.167191
    ->  class 0\|3  [0.991]

Rule 29/54: (55.5, lift 11.2)
    PC2 > 2.5099
    PC4 <= 9.305666
    PC7 > -0.5043108
    PC18 <= -0.4683644
    PC38 > 1.611627
    PC55 <= 0.1673479
    ->  class 0\|3  [0.983]

Rule 29/55: (121.5/1.1, lift 11.2)
    PC8 <= 0.05220808
    PC13 > 7.506931
    PC15 <= 0.920364
    PC18 > -0.4683644
    PC18 <= 3.718587
    PC21 <= -0.1900997
    PC34 <= 2.432339
    PC58 <= 2.426327
    ->  class 0\|3  [0.983]

Rule 29/56: (105.7/1.3, lift 11.1)
    PC2 > 2.5099
    PC4 <= 9.305666
    PC7 > -0.5043108
    PC18 <= -2.053191
    PC55 <= 0.1673479
    PC93 > 0.9257153
    ->  class 0\|3  [0.979]

Rule 29/57: (42.8/0.1, lift 11.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 > -8.287465
    PC4 <= 9.305666
    PC7 > -0.5043108
    PC10 > -7.047635
    PC11 > 0.1058891
    PC18 <= -2.053191
    PC32 > -0.4313962
    PC55 <= 0.1673479
    ->  class 0\|3  [0.975]

Rule 29/58: (29.8, lift 11.0)
    PC2 > 2.5099
    PC7 > -0.5043108
    PC18 <= -0.4683644
    PC26 <= -2.09578
    PC55 <= 0.1673479
    ->  class 0\|3  [0.969]

Rule 29/59: (27.3, lift 11.0)
    PC2 > 2.5099
    PC7 <= -0.5043108
    PC16 > -0.2346755
    PC18 <= -0.4683644
    PC36 > 2.293972
    ->  class 0\|3  [0.966]

Rule 29/60: (104.9/3.2, lift 10.9)
    PC4 > -8.287465
    PC4 <= 9.305666
    PC7 > -0.4618833
    PC11 <= 0.3006447
    PC17 <= 1.209298
    PC18 <= -2.053191
    PC30 <= 1.184734
    PC32 > -1.664495
    PC42 > 0.1792751
    PC55 <= 0.1673479
    PC85 > 0.1252552
    PC95 <= 0.3344053
    ->  class 0\|3  [0.961]

Rule 29/61: (23.1, lift 10.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC12 > -2.032964
    PC14 <= 0.4141572
    PC18 > -0.4683644
    PC43 > 1.815307
    PC86 <= 4.013646
    ->  class 0\|3  [0.959]

Rule 29/62: (20.1/0.2, lift 10.7)
    PC8 <= 0.1234196
    PC15 <= -0.05787285
    PC18 <= -0.4683644
    PC48 > 0.4450292
    PC55 > 0.1673479
    PC62 <= -0.2392378
    ->  class 0\|3  [0.944]

Rule 29/63: (15.3, lift 10.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC15 > -0.05787285
    PC19 > 0.3461967
    PC55 > 0.1673479
    ->  class 0\|3  [0.942]

Rule 29/64: (15.3, lift 10.7)
    PC2 > 2.5099
    PC12 <= -2.032964
    PC42 <= -2.196222
    ->  class 0\|3  [0.942]

Rule 29/65: (187.2/10.3, lift 10.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 <= 7.117486
    PC7 > -0.5043108
    PC10 > -1.369903
    PC17 <= 1.403628
    PC18 > -2.053191
    PC18 <= -0.4683644
    PC20 <= 1.856903
    PC22 <= 0.1271012
    PC29 <= 1.807862
    PC55 <= 0.1673479
    PC59 > -4.72473
    ->  class 0\|3  [0.940]

Rule 29/66: (423.2/26.3, lift 10.6)
    PC4 <= 9.305666
    PC7 > -0.3375677
    PC10 > -7.047635
    PC11 <= 0.1058891
    PC18 <= -2.053191
    PC22 <= -0.4218211
    PC25 > -1.226275
    PC30 <= 1.184734
    PC34 > -2.323716
    PC55 <= 0.1673479
    PC67 > -0.09593622
    PC86 <= 0.6659732
    ->  class 0\|3  [0.936]

Rule 29/67: (13.3, lift 10.6)
    PC3 <= 1.640775
    PC8 <= 0.1234196
    PC18 <= -0.4683644
    PC55 > 0.1673479
    PC95 > 3.669673
    ->  class 0\|3  [0.935]

Rule 29/68: (229.2/17.1, lift 10.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 <= 0.8553457
    PC8 <= 0.1234196
    PC15 <= -0.05787285
    PC18 <= -0.4683644
    PC19 <= 0.1974694
    PC35 <= 0.2363751
    PC45 > -1.603943
    PC55 > 0.1673479
    PC58 > -4.45924
    PC62 > -0.2392378
    PC96 > -1.906752
    ->  class 0\|3  [0.922]

Rule 29/69: (8.9, lift 10.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 <= 0.9513426
    PC6 <= -1.630364
    PC18 <= -0.4683644
    ->  class 0\|3  [0.908]

Rule 29/70: (8.4, lift 10.3)
    PC4 <= 9.305666
    PC10 <= -1.369903
    PC18 <= -0.4683644
    PC45 <= -2.68513
    ->  class 0\|3  [0.904]

Rule 29/71: (8.1, lift 10.2)
    PC2 > 2.5099
    PC18 > -0.4683644
    PC93 > 6.82131
    ->  class 0\|3  [0.901]

Rule 29/72: (358.7/35.9, lift 10.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 <= 9.305666
    PC7 > -0.5043108
    PC10 > -1.369903
    PC17 <= 1.403628
    PC18 <= -0.4683644
    PC20 <= 1.856903
    PC22 <= 0.1271012
    PC29 <= 1.807862
    PC55 <= 0.1673479
    PC59 > -4.72473
    ->  class 0\|3  [0.898]

Rule 29/73: (6.5, lift 10.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 <= -0.4683644
    PC22 > 0.1271012
    PC26 > -1.809087
    PC26 <= -1.194041
    PC55 <= 0.1673479
    ->  class 0\|3  [0.883]

Rule 29/74: (29.6/3.2, lift 9.9)
    PC2 > 2.5099
    PC6 > -1.630364
    PC7 <= -0.5043108
    PC16 <= -0.2346755
    PC18 <= -0.4683644
    PC55 <= 0.1673479
    ->  class 0\|3  [0.866]

Rule 29/75: (4.6, lift 9.7)
    PC4 > 9.305666
    PC10 > -7.047635
    PC18 <= -0.4683644
    PC78 > 2.983765
    ->  class 0\|3  [0.849]

Rule 29/76: (24.6/3.4, lift 9.5)
    PC4 > -8.287465
    PC7 <= -0.5043108
    PC13 <= -1.49803
    PC18 <= -0.4683644
    PC55 <= 0.1673479
    ->  class 0\|3  [0.833]

Rule 29/77: (28.7/5.6, lift 8.9)
    PC2 > 2.5099
    PC13 <= 7.506931
    PC18 > -0.4683644
    PC86 > 4.013646
    ->  class 0\|3  [0.784]

Rule 29/78: (29.3/7.9, lift 8.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC15 > -0.05787285
    PC18 <= -0.4683644
    PC55 > 0.1673479
    PC83 > 0.009705628
    PC95 > 0.1768727
    ->  class 0\|3  [0.714]

Rule 29/79: (322.2/1.6, lift 20.5)
    PC1 > -0.430681
    PC2 > -6.720232
    PC5 <= 12.1829
    PC9 > 0.387363
    PC11 <= 0.5041207
    PC17 <= 2.054418
    PC19 > -0.7575622
    PC27 <= 0.34863
    PC53 > -0.2302925
    PC58 > -0.7078331
    PC59 > -0.5330458
    PC68 > -2.002274
    PC79 > -0.1711981
    PC94 <= 0.3636651
    ->  class 1\|0  [0.992]

Rule 29/80: (106.9, lift 20.5)
    PC16 <= -5.317763
    PC68 <= -0.4132023
    ->  class 1\|0  [0.991]

Rule 29/81: (88, lift 20.4)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.8953013
    PC20 > -0.1650496
    PC60 > 0.8443592
    ->  class 1\|0  [0.989]

Rule 29/82: (81.4/0.1, lift 20.4)
    PC1 > -0.430681
    PC9 > 0.3598154
    PC17 > 0.5112413
    PC21 > 0.2560337
    PC27 <= 0.34863
    PC44 > -1.914118
    PC88 <= 0.1520904
    ->  class 1\|0  [0.986]

Rule 29/83: (97/1.9, lift 20.0)
    PC1 > -0.430681
    PC9 > 0.3598154
    PC11 > 0.5041207
    PC21 > 0.2560337
    PC67 <= -0.03584877
    ->  class 1\|0  [0.971]

Rule 29/84: (210.1/9, lift 19.7)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC5 <= 12.1829
    PC9 > 0.3598154
    PC11 <= 0.5041207
    PC17 <= 2.054418
    PC27 <= 0.34863
    PC28 <= 0.1634965
    PC56 > -0.01634729
    PC68 > -2.002274
    PC79 > -0.1711981
    PC91 > -0.4447485
    PC94 <= 0.3636651
    PC98 <= 0.302241
    ->  class 1\|0  [0.953]

Rule 29/85: (15.4, lift 19.5)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC6 <= -1.470731
    PC8 > -4.446409
    PC16 <= 3.841364
    PC50 > 0.5827398
    ->  class 1\|0  [0.943]

Rule 29/86: (9.6, lift 18.9)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.8953013
    PC37 > 0.08206944
    PC60 <= -1.093777
    ->  class 1\|0  [0.914]

Rule 29/87: (30.6/2, lift 18.7)
    PC2 > 2.5099
    PC3 > 1.640775
    PC15 > 1.763853
    PC16 > -5.317763
    PC37 > 0.08206944
    ->  class 1\|0  [0.907]

Rule 29/88: (56.2/4.5, lift 18.7)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC9 > 0.3598154
    PC17 <= 2.054418
    PC27 > 0.34863
    PC38 <= -0.164153
    PC88 <= 0.1520904
    ->  class 1\|0  [0.905]

Rule 29/89: (108.2/12.9, lift 18.1)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.8953013
    PC60 > -1.093777
    PC67 <= -0.5438395
    ->  class 1\|0  [0.874]

Rule 29/90: (72.8/15.4, lift 16.1)
    PC2 > 2.5099
    PC16 <= -5.317763
    PC70 > 0.09764547
    ->  class 1\|0  [0.780]

Rule 29/91: (38.9/14.5, lift 12.8)
    PC2 > 2.5099
    PC3 > 12.10811
    PC16 <= -0.8953013
    PC37 > 0.08206944
    ->  class 1\|0  [0.620]

Rule 29/92: (51.5/23.2, lift 11.3)
    PC1 > -0.430681
    PC9 > 0.3598154
    PC16 <= 3.149442
    PC31 <= -0.2581946
    PC44 > -1.914118
    PC46 <= -0.9727864
    PC59 <= -0.5330458
    PC88 <= 0.1520904
    ->  class 1\|0  [0.547]

Rule 29/93: (296.9/155.5, lift 9.8)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC9 > 0.3598154
    PC13 <= -0.3344326
    PC31 > -0.2581946
    ->  class 1\|0  [0.476]

Rule 29/94: (499.7/287.5, lift 8.8)
    PC1 > -0.430681
    PC9 > 0.3598154
    PC16 <= 3.149442
    PC44 > -1.914118
    PC78 <= -0.08449925
    ->  class 1\|0  [0.425]

Rule 29/95: (176.4, lift 14.5)
    PC1 > -0.430681
    PC9 > 0.3598154
    PC11 > 0.5041207
    PC17 <= 0.5112413
    PC19 > -0.7575622
    PC49 > -0.8013453
    PC67 > -0.03584877
    ->  class 1\|1  [0.994]

Rule 29/96: (124.1, lift 14.4)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC5 <= 12.1829
    PC10 > -0.08318924
    PC16 <= 3.149442
    PC19 > -0.7575622
    PC44 > -1.914118
    PC72 <= 0.3253488
    PC78 > -0.08449925
    PC79 <= -0.1711981
    PC88 <= 0.1520904
    ->  class 1\|1  [0.992]

Rule 29/97: (123.9, lift 14.4)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC16 <= 3.149442
    PC17 > 2.054418
    PC59 > -0.5330458
    ->  class 1\|1  [0.992]

Rule 29/98: (72.7, lift 14.4)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC6 <= -1.470731
    PC8 > -4.446409
    PC9 <= 0.3598154
    PC12 <= 0.2684515
    PC16 > -2.839095
    PC17 <= 0.6527454
    PC50 <= 0.5827398
    PC82 <= 0.3373068
    ->  class 1\|1  [0.987]

Rule 29/99: (149.7/1.1, lift 14.4)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -5.317763
    PC16 <= -0.8953013
    PC37 <= 0.08206944
    PC60 <= 0.8443592
    ->  class 1\|1  [0.986]

Rule 29/100: (97.2/0.5, lift 14.3)
    PC2 <= 2.5099
    PC9 <= 0.3598154
    PC12 <= 0.2684515
    PC16 <= -2.839095
    PC69 > -0.0410888
    ->  class 1\|1  [0.985]

Rule 29/101: (196.6/1.9, lift 14.3)
    PC1 > -0.430681
    PC9 > 0.3598154
    PC11 > 0.5041207
    PC19 > -0.7575622
    PC21 <= 0.2560337
    ->  class 1\|1  [0.985]

Rule 29/102: (33.9, lift 14.2)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC9 > 0.3598154
    PC16 <= 3.149442
    PC19 > -0.7575622
    PC59 > -0.5330458
    PC88 <= 0.1520904
    PC94 > 0.3636651
    ->  class 1\|1  [0.972]

Rule 29/103: (24.2, lift 14.0)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC9 > 0.3598154
    PC16 <= 3.149442
    PC19 > -0.7575622
    PC27 <= 0.34863
    PC44 > -1.914118
    PC53 <= -0.2302925
    PC94 <= 0.3636651
    PC98 > 0.302241
    ->  class 1\|1  [0.962]

Rule 29/104: (24.6, lift 14.0)
    PC1 > -0.430681
    PC6 > -2.255522
    PC9 > 0.3598154
    PC10 > -2.123873
    PC20 > -0.1408888
    PC44 > -1.914118
    PC88 > 0.1520904
    ->  class 1\|1  [0.960]

Rule 29/105: (28.4/0.4, lift 13.9)
    PC2 > 2.5099
    PC16 <= -5.317763
    PC68 > -0.4132023
    PC70 <= 0.09764547
    ->  class 1\|1  [0.953]

Rule 29/106: (14.2, lift 13.6)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC9 > 0.3598154
    PC19 > -0.7575622
    PC27 <= 0.34863
    PC28 <= 0.1634965
    PC53 <= -0.2302925
    PC56 <= -0.01634729
    PC59 > -0.5330458
    PC68 > -2.002274
    PC88 <= 0.1520904
    ->  class 1\|1  [0.937]

Rule 29/107: (26.5/1, lift 13.5)
    PC2 <= 2.5099
    PC5 <= 12.1829
    PC9 > 0.3598154
    PC11 <= 0.5041207
    PC19 > -0.7575622
    PC59 > -0.5330458
    PC79 > -0.1711981
    PC88 <= 0.1520904
    PC91 <= -0.4447485
    ->  class 1\|1  [0.930]

Rule 29/108: (21.6/0.9, lift 13.4)
    PC1 > -0.430681
    PC9 > 0.3598154
    PC19 <= -0.7575622
    PC29 > 0.04122447
    PC44 > -1.914118
    ->  class 1\|1  [0.919]

Rule 29/109: (269.1/25.5, lift 13.1)
    PC2 > 2.5099
    PC3 > 1.640775
    PC3 <= 12.10811
    PC15 <= 1.763853
    PC16 > -5.317763
    PC16 <= -0.8953013
    PC60 > -1.093777
    PC60 <= 0.8443592
    PC67 > -0.5438395
    ->  class 1\|1  [0.902]

Rule 29/110: (8.9/0.2, lift 13.0)
    PC1 > -0.430681
    PC2 <= -6.720232
    PC9 > 0.3598154
    ->  class 1\|1  [0.892]

Rule 29/111: (121.8/14.4, lift 12.7)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -0.8953013
    PC16 <= 1.26344
    PC22 > -2.091307
    PC36 <= 0.4326895
    PC50 > -0.3257067
    PC63 > -1.478594
    PC65 > -0.6879153
    PC83 > -0.5257682
    ->  class 1\|1  [0.876]

Rule 29/112: (135.3/16.2, lift 12.7)
    PC5 > 12.1829
    PC27 <= 0.34863
    PC44 > -1.914118
    PC59 > -0.5330458
    ->  class 1\|1  [0.875]

Rule 29/113: (5.9, lift 12.7)
    PC3 > 1.640775
    PC16 <= -0.8953013
    PC20 <= -0.1650496
    PC60 > 0.8443592
    ->  class 1\|1  [0.874]

Rule 29/114: (6.6/0.1, lift 12.6)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC9 > 0.3598154
    PC9 <= 0.387363
    PC19 > -0.7575622
    PC27 <= 0.34863
    ->  class 1\|1  [0.867]

Rule 29/115: (8.9/1, lift 11.9)
    PC1 > -0.430681
    PC9 > 0.387363
    PC16 <= 3.149442
    PC27 <= 0.34863
    PC58 <= -0.7078331
    PC59 > -0.5330458
    PC79 > -0.1711981
    ->  class 1\|1  [0.816]

Rule 29/116: (202/74.4, lift 9.2)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC9 <= 0.3598154
    PC12 <= 0.2684515
    PC18 > 0.2001757
    ->  class 1\|1  [0.631]

Rule 29/117: (28.2/13.1, lift 7.8)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC9 <= 0.3598154
    PC12 <= 0.2684515
    PC13 <= 0.1820254
    PC18 <= 0.2001757
    PC19 > -1.521262
    PC63 > -1.772329
    PC68 <= -0.1677306
    ->  class 1\|1  [0.535]

Rule 29/118: (153.1, lift 13.8)
    PC1 > -0.430681
    PC6 > -1.470731
    PC7 > 1.498023
    PC11 > 0.6934285
    PC19 <= -1.521262
    PC40 > 0.160649
    ->  class 1\|2  [0.994]

Rule 29/119: (165.8, lift 13.8)
    PC16 > 3.149442
    PC19 <= 1.7393
    PC29 > -0.02647548
    PC44 <= -0.3180843
    PC90 > -0.8321912
    PC100 > -0.009884551
    ->  class 1\|2  [0.994]

Rule 29/120: (165.6, lift 13.8)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -0.8953013
    PC22 <= -2.091307
    PC50 > -0.3257067
    ->  class 1\|2  [0.994]

Rule 29/121: (183.8, lift 13.8)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > 1.26344
    PC50 > -0.3257067
    ->  class 1\|2  [0.994]

Rule 29/122: (141.2, lift 13.8)
    PC1 > -0.430681
    PC9 > -0.2256205
    PC11 > 0.6934285
    PC19 <= -1.521262
    PC30 > -0.3632589
    PC40 > 0.160649
    ->  class 1\|2  [0.993]

Rule 29/123: (118.9, lift 13.8)
    PC1 > -0.430681
    PC6 > -1.470731
    PC8 > -0.4431875
    PC11 > 0.6934285
    PC18 <= 0.2001757
    PC19 <= -1.521262
    PC30 > -0.3632589
    PC40 > 0.160649
    ->  class 1\|2  [0.991]

Rule 29/124: (66, lift 13.7)
    PC1 > -0.430681
    PC9 > 0.3598154
    PC10 > -0.2816382
    PC44 <= -1.914118
    ->  class 1\|2  [0.985]

Rule 29/125: (53.7, lift 13.7)
    PC1 > -0.430681
    PC6 > 2.561933
    PC9 <= 0.3598154
    PC12 > 0.2684515
    PC41 <= 1.040411
    ->  class 1\|2  [0.982]

Rule 29/126: (53.7, lift 13.7)
    PC1 > -0.430681
    PC6 > -2.255522
    PC9 > 0.3598154
    PC16 <= 3.149442
    PC20 <= -0.1408888
    PC79 <= 0.1901409
    PC88 > 0.1520904
    ->  class 1\|2  [0.982]

Rule 29/127: (43, lift 13.6)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC6 > -1.470731
    PC8 > -4.446409
    PC9 <= 0.3598154
    PC12 <= 0.2684515
    PC13 <= 0.1820254
    PC18 <= 0.2001757
    PC19 > -1.521262
    PC63 > -1.772329
    PC68 > -0.1677306
    ->  class 1\|2  [0.978]

Rule 29/128: (52.6/0.2, lift 13.6)
    PC2 > 2.5099
    PC3 > 1.640775
    PC12 <= -0.314232
    PC16 > -0.8953013
    PC50 <= -0.3257067
    ->  class 1\|2  [0.978]

Rule 29/129: (64/0.6, lift 13.6)
    PC1 > -0.430681
    PC9 > 0.3598154
    PC19 <= -0.7575622
    PC29 <= 0.04122447
    ->  class 1\|2  [0.976]

Rule 29/130: (37.2, lift 13.6)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -0.8953013
    PC63 > -1.478594
    PC65 <= -0.6879153
    PC83 > -0.5257682
    ->  class 1\|2  [0.974]

Rule 29/131: (33.2, lift 13.5)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC16 <= 3.149442
    PC31 <= -0.2581946
    PC46 > -0.9727864
    PC59 <= -0.5330458
    PC88 <= 0.1520904
    ->  class 1\|2  [0.972]

Rule 29/132: (30.7, lift 13.5)
    PC1 > -0.430681
    PC18 <= 0.2001757
    PC19 <= -1.521262
    PC24 <= -1.191135
    PC40 > 0.160649
    ->  class 1\|2  [0.969]

Rule 29/133: (28.5, lift 13.5)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -0.8953013
    PC50 > -0.3257067
    PC83 <= -0.5257682
    ->  class 1\|2  [0.967]

Rule 29/134: (169.5/4.8, lift 13.5)
    PC1 > -0.430681
    PC2 > -2.745492
    PC2 <= 2.5099
    PC9 > 0.3598154
    PC16 > 3.149442
    PC75 <= 0.7066249
    ->  class 1\|2  [0.966]

Rule 29/135: (26.2, lift 13.4)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -0.8953013
    PC22 > -2.091307
    PC36 > 0.4326895
    ->  class 1\|2  [0.965]

Rule 29/136: (208.8/6.8, lift 13.4)
    PC1 > -0.430681
    PC3 <= 2.067589
    PC6 > -1.470731
    PC11 > 0.6934285
    PC12 <= 0.2684515
    PC19 <= -1.521262
    PC30 > -0.3632589
    PC33 > -0.4625514
    PC40 <= 0.160649
    PC49 > -1.475463
    ->  class 1\|2  [0.963]

Rule 29/137: (274.3/9.3, lift 13.4)
    PC1 > -0.430681
    PC6 > -1.470731
    PC11 > 0.6934285
    PC16 > -2.839095
    PC19 <= -1.521262
    PC68 > 0.4298082
    ->  class 1\|2  [0.963]

Rule 29/138: (35.1/0.5, lift 13.4)
    PC3 > 1.640775
    PC16 > -0.8953013
    PC50 <= -0.3257067
    PC70 > 0.852351
    ->  class 1\|2  [0.960]

Rule 29/139: (22.5, lift 13.4)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -0.8953013
    PC50 > -0.3257067
    PC63 <= -1.478594
    ->  class 1\|2  [0.959]

Rule 29/140: (37.8/1.5, lift 13.1)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC9 > -3.550226
    PC9 <= 0.3598154
    PC12 > 0.2684515
    PC46 <= 0.3211941
    PC63 > 0.4565528
    ->  class 1\|2  [0.938]

Rule 29/141: (81.4/7.7, lift 12.5)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -0.8953013
    PC32 <= 0.1768961
    PC39 > -0.3572063
    PC50 <= -0.3257067
    ->  class 1\|2  [0.895]

Rule 29/142: (67/6.6, lift 12.4)
    PC16 > 3.149442
    PC19 <= 1.7393
    PC24 > -0.2030227
    PC29 > -0.02647548
    PC89 > 0.4671118
    PC90 > -0.8321912
    PC100 > -0.009884551
    ->  class 1\|2  [0.891]

Rule 29/143: (196/39, lift 11.1)
    PC1 > -0.430681
    PC9 > 0.3598154
    PC27 > 0.34863
    PC38 > -0.164153
    PC59 > -0.5330458
    ->  class 1\|2  [0.798]

Rule 29/144: (69.9, lift 14.7)
    PC2 > 2.5099
    PC3 > 1.640775
    PC12 > -0.314232
    PC16 > -0.8953013
    PC39 <= -0.3572063
    PC50 <= -0.3257067
    PC70 <= 0.852351
    ->  class 1\|3  [0.986]

Rule 29/145: (55.8/1.1, lift 14.4)
    PC1 > -0.430681
    PC9 > 0.3598154
    PC16 > 3.149442
    PC75 > 0.7066249
    PC100 <= -0.009884551
    ->  class 1\|3  [0.964]

Rule 29/146: (30.6/0.2, lift 14.4)
    PC2 > 2.5099
    PC3 > 1.640775
    PC12 > -0.314232
    PC32 > 0.1768961
    PC50 <= -0.3257067
    ->  class 1\|3  [0.964]

Rule 29/147: (50.8/5.2, lift 13.2)
    PC1 > -0.430681
    PC9 > 0.3598154
    PC13 > -0.3344326
    PC16 <= 3.149442
    PC19 > -0.7575622
    PC31 > -0.2581946
    PC44 > -1.914118
    PC59 <= -0.5330458
    PC88 <= 0.1520904
    ->  class 1\|3  [0.883]

Rule 29/148: (31.1/6.9, lift 11.3)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC6 > -1.470731
    PC8 > -4.446409
    PC9 <= 0.3598154
    PC16 > -2.839095
    PC18 > 0.2001757
    PC31 <= 0.1076473
    ->  class 1\|3  [0.761]

Rule 29/149: (9.6/3, lift 9.8)
    PC1 > -0.430681
    PC9 > 0.3598154
    PC44 > -1.914118
    PC59 > -0.5330458
    PC68 <= -2.002274
    ->  class 1\|3  [0.659]

Rule 29/150: (5088.8/3851, lift 3.6)
    PC1 > -0.430681
    PC2 <= 2.5099
    ->  class 1\|3  [0.243]

Rule 29/151: (108.9, lift 13.7)
    PC1 > -0.430681
    PC6 <= 2.561933
    PC9 > -3.550226
    PC9 <= 0.3598154
    PC12 > 0.2684515
    PC21 > 0.8357167
    PC71 > -0.7803868
    ->  class 2\|0  [0.991]

Rule 29/152: (523/12.1, lift 13.5)
    PC1 <= -0.430681
    PC8 > 1.706811
    PC11 > -0.9337804
    PC12 > -1.829687
    PC20 <= 0.007160807
    PC21 > 0.8979771
    PC32 > -1.793795
    PC49 <= 0.8581493
    PC61 > -0.8677605
    PC62 <= 0.8516298
    PC88 > -0.3054385
    PC88 <= 0.5872605
    PC94 <= 0.2908549
    ->  class 2\|0  [0.975]

Rule 29/153: (506.4/30.4, lift 13.0)
    PC8 > 1.706811
    PC10 <= 0.2933043
    PC19 <= -0.6387169
    PC20 > -0.3589399
    PC21 > -0.007157144
    PC32 > -1.793795
    PC36 > -0.2222846
    PC44 > -2.131235
    PC82 <= 0.1563143
    PC88 <= 0.5872605
    PC94 <= 0.2908549
    PC96 > -0.3563694
    PC97 <= 0.4019015
    ->  class 2\|0  [0.938]

Rule 29/154: (48.7/2.3, lift 12.9)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC6 <= 2.561933
    PC9 > -1.093274
    PC9 <= 0.3598154
    PC10 > -0.7216418
    PC12 > 0.2684515
    PC30 <= 0.1304885
    PC39 <= 0.1621064
    PC63 <= 0.4565528
    PC64 <= 0.8031842
    ->  class 2\|0  [0.935]

Rule 29/155: (25/0.8, lift 12.9)
    PC1 <= -0.430681
    PC8 > 1.706811
    PC11 > -0.9337804
    PC21 > -0.007157144
    PC50 > 0.5759425
    PC96 > -0.3563694
    ->  class 2\|0  [0.933]

Rule 29/156: (24.4/1, lift 12.8)
    PC1 <= -0.430681
    PC2 > -1.001246
    PC2 <= 2.5099
    PC8 > -0.5441133
    PC8 <= 1.706811
    PC34 <= -0.3792612
    ->  class 2\|0  [0.923]

Rule 29/157: (151.6/11.4, lift 12.7)
    PC8 > 5.878347
    PC21 > -0.007157144
    ->  class 2\|0  [0.919]

Rule 29/158: (10.1, lift 12.7)
    PC1 <= -0.430681
    PC8 > 1.706811
    PC16 > 0.3966658
    PC32 > -1.793795
    PC61 > -0.8677605
    PC62 <= 0.8516298
    PC94 > 0.2908549
    ->  class 2\|0  [0.918]

Rule 29/159: (12.6/0.2, lift 12.7)
    PC8 > 3.480494
    PC11 > -0.9337804
    PC12 > -1.829687
    PC32 > -1.793795
    PC61 <= -0.8677605
    PC62 <= 0.8516298
    ->  class 2\|0  [0.916]

Rule 29/160: (43.9/3.8, lift 12.4)
    PC1 <= -0.430681
    PC8 > 1.706811
    PC21 > -0.007157144
    PC32 > -1.793795
    PC62 <= 0.8516298
    PC68 > 0.2448573
    PC94 > 0.2908549
    ->  class 2\|0  [0.895]

Rule 29/161: (12.2/0.5, lift 12.3)
    PC1 <= -0.430681
    PC8 > 4.304297
    PC21 > -0.007157144
    PC32 <= -1.793795
    ->  class 2\|0  [0.892]

Rule 29/162: (369.6/87.7, lift 10.5)
    PC1 <= -0.430681
    PC8 > -0.5441133
    PC19 <= -0.7104394
    PC23 > -1.11488
    PC57 > 0.0181126
    PC75 > 0.07208364
    ->  class 2\|0  [0.761]

Rule 29/163: (117, lift 9.8)
    PC1 <= -0.430681
    PC8 > 1.706811
    PC19 <= -0.6387169
    PC21 <= 0.8979771
    PC82 > 0.1563143
    ->  class 2\|1  [0.991]

Rule 29/164: (78.8, lift 9.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.62821
    PC28 <= -0.2656237
    ->  class 2\|1  [0.988]

Rule 29/165: (83.7/0.2, lift 9.8)
    PC1 <= -0.430681
    PC8 > -0.5441133
    PC19 <= -0.6387169
    PC21 <= 0.8979771
    PC24 <= 0.5709374
    PC36 <= -0.2222846
    PC44 > -2.131235
    ->  class 2\|1  [0.986]

Rule 29/166: (62.1, lift 9.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.4562416
    PC8 <= 1.706811
    PC91 <= -0.2396215
    ->  class 2\|1  [0.984]

Rule 29/167: (63.9/0.1, lift 9.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.5441133
    PC8 <= 1.706811
    PC23 <= -1.11488
    PC57 > 0.0181126
    ->  class 2\|1  [0.983]

Rule 29/168: (108.7/0.9, lift 9.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.5441133
    PC8 <= 1.706811
    PC19 > -0.7104394
    PC22 > -1.293253
    PC57 > 0.0181126
    PC95 <= -0.1984325
    ->  class 2\|1  [0.983]

Rule 29/169: (54.7, lift 9.8)
    PC2 <= -9.46428
    ->  class 2\|1  [0.982]

Rule 29/170: (47.1, lift 9.7)
    PC1 <= -0.430681
    PC2 <= -1.001246
    PC8 > 1.280768
    PC8 <= 1.706811
    PC19 > -0.7104394
    PC57 > 0.0181126
    ->  class 2\|1  [0.980]

Rule 29/171: (128.9/1.6, lift 9.7)
    PC2 <= 2.5099
    PC8 > 1.706811
    PC11 > -0.9337804
    PC16 <= 0.3966658
    PC32 > -1.793795
    PC61 > -0.8677605
    PC68 <= 0.2448573
    PC94 > 0.2908549
    ->  class 2\|1  [0.980]

Rule 29/172: (42.9, lift 9.7)
    PC1 <= -0.430681
    PC2 > -1.721669
    PC2 <= 2.5099
    PC8 > -0.5441133
    PC8 <= 1.280768
    PC19 > -0.7104394
    PC37 <= 1.080778
    PC57 > 0.0181126
    ->  class 2\|1  [0.978]

Rule 29/173: (39, lift 9.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.5441133
    PC8 <= 1.706811
    PC20 <= -0.5770145
    ->  class 2\|1  [0.976]

Rule 29/174: (38.6, lift 9.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC4 <= -0.4762218
    PC8 > -0.5441133
    PC8 <= 1.706811
    ->  class 2\|1  [0.975]

Rule 29/175: (36.3, lift 9.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC4 <= -0.4070493
    PC8 > -0.5441133
    PC19 > -0.7104394
    PC57 > 0.0181126
    ->  class 2\|1  [0.974]

Rule 29/176: (269.3/6.9, lift 9.6)
    PC7 > 0.1627358
    PC8 > 1.706811
    PC11 > -0.9337804
    PC21 <= -0.007157144
    PC24 <= 0.5709374
    PC86 <= 0.7110475
    ->  class 2\|1  [0.971]

Rule 29/177: (133.4/3, lift 9.6)
    PC1 <= -0.430681
    PC8 > 1.706811
    PC8 <= 3.480494
    PC61 <= -0.8677605
    ->  class 2\|1  [0.971]

Rule 29/178: (29.9, lift 9.6)
    PC2 <= 2.5099
    PC8 > -2.62821
    PC14 <= -3.571462
    ->  class 2\|1  [0.969]

Rule 29/179: (96.6/3.2, lift 9.5)
    PC1 <= -0.430681
    PC8 > 1.706811
    PC8 <= 4.304297
    PC10 > -0.06705711
    PC21 > -0.007157144
    PC32 <= -1.793795
    ->  class 2\|1  [0.957]

Rule 29/180: (19.3, lift 9.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.5441133
    PC8 <= 1.706811
    PC19 > -0.7104394
    PC53 <= 0.69177
    PC57 > 0.0181126
    PC57 <= 0.02676456
    ->  class 2\|1  [0.953]

Rule 29/181: (73.7/2.7, lift 9.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.4562416
    PC33 > -0.2112211
    PC57 <= 0.0181126
    PC60 <= -0.05422189
    PC81 <= -0.2272069
    ->  class 2\|1  [0.951]

Rule 29/182: (17.9, lift 9.4)
    PC1 <= -0.430681
    PC8 > 0.4562416
    PC8 <= 1.706811
    PC47 <= -0.5001938
    PC57 <= 0.0181126
    ->  class 2\|1  [0.950]

Rule 29/183: (16.8, lift 9.4)
    PC1 <= -0.430681
    PC8 > 0.4562416
    PC19 <= -2.222144
    PC22 <= -0.6902952
    PC57 <= 0.0181126
    ->  class 2\|1  [0.947]

Rule 29/184: (40.2/1.7, lift 9.3)
    PC1 <= -0.430681
    PC2 > -1.001246
    PC2 <= 2.5099
    PC8 > -0.5441133
    PC8 <= 1.706811
    PC34 > -0.3792612
    PC37 <= 1.080778
    PC75 > -0.2195884
    ->  class 2\|1  [0.937]

Rule 29/185: (13.8, lift 9.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.5441133
    PC8 <= 0.4562416
    PC34 > 0.8105589
    PC57 <= 0.0181126
    ->  class 2\|1  [0.937]

Rule 29/186: (11.8, lift 9.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.4562416
    PC22 <= -0.6902952
    PC29 > 0.2638156
    ->  class 2\|1  [0.928]

Rule 29/187: (46.7/2.5, lift 9.2)
    PC1 <= -0.430681
    PC8 > 0.4562416
    PC8 <= 1.706811
    PC11 > -2.90796
    PC22 <= -0.6902952
    PC57 <= 0.0181126
    PC60 > -0.05422189
    ->  class 2\|1  [0.928]

Rule 29/188: (187.6/13.1, lift 9.2)
    PC1 <= -0.430681
    PC2 <= -1.001246
    PC8 > 0.4562416
    PC8 <= 1.706811
    PC12 <= 2.005602
    PC22 > -0.6902952
    PC32 > -2.157955
    PC54 <= 1.652692
    PC57 <= 0.0181126
    ->  class 2\|1  [0.926]

Rule 29/189: (21.5/0.8, lift 9.2)
    PC2 <= -1.721669
    PC8 > -0.5441133
    PC19 > -0.7104394
    PC21 > 2.077702
    PC44 <= 0.4781069
    PC57 > 0.0181126
    ->  class 2\|1  [0.925]

Rule 29/190: (34.7/2.4, lift 9.0)
    PC1 <= -0.430681
    PC2 <= -1.001246
    PC8 > 0.4562416
    PC22 <= -0.6902952
    PC33 <= -0.2112211
    ->  class 2\|1  [0.909]

Rule 29/191: (8.6, lift 9.0)
    PC1 > -0.430681
    PC9 > -3.550226
    PC21 > 0.8357167
    PC71 <= -0.7803868
    ->  class 2\|1  [0.905]

Rule 29/192: (13/0.6, lift 8.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.04913668
    PC8 <= 0.4562416
    PC28 <= -0.127678
    ->  class 2\|1  [0.895]

Rule 29/193: (15/1.8, lift 8.3)
    PC4 > -0.3209489
    PC4 <= -0.3182207
    PC8 > -2.62821
    PC8 <= -0.5441133
    ->  class 2\|1  [0.833]

Rule 29/194: (104.7/18.5, lift 8.1)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.4562416
    PC8 <= 1.706811
    PC10 <= 0.1017652
    PC33 > -0.2112211
    PC60 <= -0.05422189
    ->  class 2\|1  [0.817]

Rule 29/195: (35.7/6, lift 8.1)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC6 <= -1.470731
    PC8 > -4.446409
    PC9 <= 0.3598154
    PC12 <= 0.2684515
    PC82 > 0.3373068
    ->  class 2\|1  [0.815]

Rule 29/196: (24/4.9, lift 7.7)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC6 > -1.470731
    PC9 <= 0.3598154
    PC12 <= 0.2684515
    PC16 > -2.839095
    PC18 > 0.2001757
    PC83 <= 0.0431002
    ->  class 2\|1  [0.773]

Rule 29/197: (46.6/15.3, lift 6.6)
    PC8 > -2.62821
    PC9 > 7.983715
    PC45 <= 0.4335379
    PC73 > 0.9392994
    ->  class 2\|1  [0.664]

Rule 29/198: (124.2/53.2, lift 5.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.62821
    PC21 > -0.6742345
    PC45 > 0.4335379
    ->  class 2\|1  [0.570]

Rule 29/199: (1962.9/929.6, lift 5.2)
    PC1 <= -0.430681
    PC8 > 1.706811
    ->  class 2\|1  [0.526]

Rule 29/200: (76.6, lift 11.4)
    PC1 <= -0.430681
    PC2 > -7.702621
    PC2 <= 2.5099
    PC8 > -1.225654
    PC8 <= -0.5441133
    PC14 > -3.571462
    PC19 > -3.647172
    PC67 > 0.4952401
    ->  class 2\|2  [0.987]

Rule 29/201: (161/1.5, lift 11.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC4 > -0.3182207
    PC8 > -2.62821
    PC8 <= -0.5441133
    PC9 <= 7.983715
    PC15 > -1.340803
    PC28 > -0.2656237
    PC46 > -0.4018688
    PC49 <= 0.8673677
    PC58 > -0.679098
    PC63 > 0.1548471
    ->  class 2\|2  [0.985]

Rule 29/202: (59.5, lift 11.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC4 > -0.3182207
    PC8 > -1.225654
    PC8 <= -0.5441133
    PC28 > -0.2656237
    PC60 <= -0.2051024
    PC75 <= 0.2821778
    ->  class 2\|2  [0.984]

Rule 29/203: (56.8, lift 11.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.62821
    PC8 <= -0.5441133
    PC45 <= 0.4335379
    PC59 > -0.4849428
    PC63 <= 0.1548471
    PC77 <= -0.7167804
    PC90 <= 0.9568366
    ->  class 2\|2  [0.983]

Rule 29/204: (58.2, lift 11.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.62821
    PC8 <= -0.5441133
    PC20 > 0.3556936
    PC59 > -0.4849428
    PC75 > 0.2821778
    ->  class 2\|2  [0.983]

Rule 29/205: (49.8, lift 11.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -1.225654
    PC8 <= -0.5441133
    PC28 > 0.04907383
    PC29 <= 0.2788967
    PC59 > -0.4849428
    PC86 <= 1.159869
    ->  class 2\|2  [0.981]

Rule 29/206: (63.9/0.3, lift 11.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -1.225654
    PC8 <= -0.5441133
    PC12 <= -3.123856
    PC86 <= 1.159869
    ->  class 2\|2  [0.981]

Rule 29/207: (87.5/2.4, lift 11.1)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.62821
    PC8 <= -0.5441133
    PC19 > -3.647172
    PC23 > 2.203005
    PC26 > -2.253249
    PC41 > -1.997926
    ->  class 2\|2  [0.961]

Rule 29/208: (46.7/1, lift 11.1)
    PC1 <= -0.430681
    PC8 <= -2.62821
    PC38 > 0.1580302
    PC53 > 0.1559663
    PC68 <= 0.9258409
    ->  class 2\|2  [0.959]

Rule 29/209: (211.2/7.9, lift 11.1)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.62821
    PC8 <= -0.5441133
    PC12 <= 1.991178
    PC32 <= -0.04493034
    PC45 <= 0.4335379
    PC46 > -0.1644344
    PC59 > -0.4849428
    PC75 > 0.2821778
    ->  class 2\|2  [0.958]

Rule 29/210: (24.8/0.1, lift 11.1)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC4 <= -0.3182207
    PC8 > -2.62821
    PC8 <= -0.5441133
    PC14 > -3.571462
    PC43 <= -0.6449878
    ->  class 2\|2  [0.958]

Rule 29/211: (23.5/0.2, lift 11.0)
    PC4 > -0.3182207
    PC8 > -2.62821
    PC8 <= -0.5441133
    PC14 > -3.571462
    PC59 <= -0.4849428
    PC63 <= 0.1548471
    PC92 > 0.3821167
    ->  class 2\|2  [0.954]

Rule 29/212: (78.4/3.1, lift 11.0)
    PC2 <= 2.5099
    PC8 > -2.62821
    PC8 <= -0.5441133
    PC9 <= 7.983715
    PC19 > -3.647172
    PC29 <= 0.2788967
    PC40 <= -0.6907449
    PC54 <= 0.8023272
    PC59 > -0.4849428
    PC63 <= 0.1548471
    ->  class 2\|2  [0.949]

Rule 29/213: (119.4/5.4, lift 10.9)
    PC8 > -2.62821
    PC8 <= -0.5441133
    PC9 > 7.983715
    PC14 > -3.571462
    PC73 <= 0.9392994
    ->  class 2\|2  [0.947]

Rule 29/214: (15.6, lift 10.9)
    PC1 <= -0.430681
    PC8 > 1.706811
    PC24 > 0.5709374
    PC42 <= -0.6382312
    ->  class 2\|2  [0.943]

Rule 29/215: (13.6, lift 10.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -0.5441133
    PC9 <= 7.983715
    PC45 <= 0.4335379
    PC59 > -0.4849428
    PC63 <= 0.1548471
    PC86 > 1.159869
    PC90 <= 0.9568366
    ->  class 2\|2  [0.936]

Rule 29/216: (99/6.3, lift 10.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.62821
    PC8 <= -0.5441133
    PC12 <= 1.991178
    PC13 <= -0.1511555
    PC45 <= 0.4335379
    PC59 > -0.4849428
    PC75 > 0.2821778
    ->  class 2\|2  [0.928]

Rule 29/217: (46.2/3.8, lift 10.4)
    PC1 <= -0.430681
    PC2 > -9.46428
    PC2 <= 2.5099
    PC4 <= -0.3182207
    PC8 > -2.62821
    PC8 <= -0.5441133
    PC84 <= -0.08363389
    ->  class 2\|2  [0.901]

Rule 29/218: (6.2, lift 10.1)
    PC1 <= -0.430681
    PC6 <= -1.853151
    PC8 <= -2.62821
    PC15 <= 2.051718
    PC43 <= 1.290461
    PC61 <= 0.002215485
    ->  class 2\|2  [0.878]

Rule 29/219: (5.4, lift 10.0)
    PC2 <= 2.5099
    PC8 <= -2.62821
    PC15 <= 2.051718
    PC29 > 0.2995083
    PC85 > 0.4763635
    ->  class 2\|2  [0.865]

Rule 29/220: (4.1, lift 9.6)
    PC1 <= -0.430681
    PC7 <= 0.1627358
    PC8 > 1.706811
    ->  class 2\|2  [0.835]

Rule 29/221: (62/11.8, lift 9.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.62821
    PC8 <= -0.5441133
    PC45 <= 0.4335379
    PC63 <= 0.1548471
    PC90 > 0.9568366
    ->  class 2\|2  [0.800]

Rule 29/222: (16.4/2.8, lift 9.2)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC6 <= 2.561933
    PC9 > -3.550226
    PC12 > 0.2684515
    PC39 <= 0.1621064
    PC64 > 0.8031842
    ->  class 2\|2  [0.796]

Rule 29/223: (117.4/31.8, lift 8.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -0.5441133
    PC15 <= 2.051718
    PC98 > 1.242187
    ->  class 2\|2  [0.725]

Rule 29/224: (29.1/8.9, lift 7.9)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC6 <= 2.561933
    PC9 > -3.550226
    PC9 <= -1.093274
    PC12 > 0.2684515
    PC21 <= 0.8357167
    PC39 <= 0.1621064
    ->  class 2\|2  [0.682]

Rule 29/225: (1488.4/789.7, lift 5.4)
    PC1 <= -0.430681
    PC2 <= -1.001246
    PC8 > -0.5441133
    PC8 <= 1.706811
    ->  class 2\|2  [0.469]

Rule 29/226: (159.9, lift 8.5)
    PC1 <= -0.430681
    PC8 <= -2.62821
    PC23 > -2.01012
    PC26 > -2.999648
    PC35 <= 0.2078908
    PC38 <= 0.1580302
    PC43 <= 1.290461
    PC61 > 0.002215485
    PC85 <= 0.4763635
    PC98 <= 1.242187
    ->  class 2\|3  [0.994]

Rule 29/227: (135.4, lift 8.5)
    PC1 <= -0.430681
    PC8 <= -2.62821
    PC23 > -2.01012
    PC26 > -2.999648
    PC38 <= 0.1580302
    PC43 <= 1.290461
    PC61 > 0.002215485
    PC63 > -0.1024927
    PC85 <= 0.4763635
    ->  class 2\|3  [0.993]

Rule 29/228: (137.7, lift 8.5)
    PC2 <= 2.5099
    PC8 <= -2.62821
    PC23 > -2.01012
    PC35 > 0.2078908
    PC38 <= 0.1580302
    PC43 <= 1.290461
    PC96 > 0.3019132
    ->  class 2\|3  [0.992]

Rule 29/229: (110.7, lift 8.5)
    PC1 <= -0.430681
    PC8 <= -2.62821
    PC43 <= 1.290461
    PC49 > 0.176871
    PC62 > -1.461079
    PC85 <= 0.4763635
    PC92 <= 0.1422586
    ->  class 2\|3  [0.991]

Rule 29/230: (94.5, lift 8.5)
    PC1 <= -0.430681
    PC8 <= -2.62821
    PC23 > -2.01012
    PC43 <= 1.290461
    PC98 <= 1.242187
    PC99 <= -0.9732314
    ->  class 2\|3  [0.990]

Rule 29/231: (117.4/0.2, lift 8.5)
    PC2 <= 2.5099
    PC8 <= -2.62821
    PC15 <= 2.051718
    PC26 > -2.999648
    PC45 > 0.1526884
    PC85 <= 0.4763635
    PC98 <= 1.242187
    ->  class 2\|3  [0.990]

Rule 29/232: (78, lift 8.5)
    PC1 <= -0.430681
    PC8 <= -2.62821
    PC15 <= 2.051718
    PC43 <= 1.290461
    PC86 <= -0.5675875
    ->  class 2\|3  [0.988]

Rule 29/233: (159.1/0.9, lift 8.5)
    PC1 <= -0.430681
    PC6 > 0.2048321
    PC8 <= -2.62821
    PC23 > -2.01012
    PC85 <= 0.4763635
    ->  class 2\|3  [0.988]

Rule 29/234: (90.9/0.3, lift 8.5)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC8 <= -4.446409
    PC12 <= 0.2684515
    PC65 <= 0.5865557
    ->  class 2\|3  [0.986]

Rule 29/235: (69.3, lift 8.5)
    PC2 <= 2.5099
    PC8 <= -2.62821
    PC26 > -2.999648
    PC38 <= 0.1580302
    PC43 <= 1.290461
    PC62 > -1.461079
    PC85 <= 0.4763635
    PC86 > -0.5675875
    PC100 > 0.6626865
    ->  class 2\|3  [0.986]

Rule 29/236: (59.8, lift 8.4)
    PC8 <= -0.5441133
    PC15 <= 2.051718
    PC26 > 3.297644
    PC35 > 0.2078908
    PC43 <= 1.290461
    PC45 <= 0.1526884
    ->  class 2\|3  [0.984]

Rule 29/237: (182.6/2, lift 8.4)
    PC1 <= -0.430681
    PC8 <= -2.62821
    PC15 > 2.051718
    PC38 <= 0.1580302
    ->  class 2\|3  [0.984]

Rule 29/238: (56.6, lift 8.4)
    PC2 <= 2.5099
    PC8 <= -2.62821
    PC38 <= 0.1580302
    PC43 <= 1.290461
    PC61 > 0.002215485
    PC85 <= 0.4763635
    PC92 > 0.1422586
    ->  class 2\|3  [0.983]

Rule 29/239: (48.7, lift 8.4)
    PC1 <= -0.430681
    PC8 <= -2.62821
    PC38 <= 0.1580302
    PC56 <= -0.8729052
    PC62 > -1.461079
    PC85 <= 0.4763635
    PC98 <= 1.242187
    ->  class 2\|3  [0.980]

Rule 29/240: (42.1, lift 8.4)
    PC1 <= -0.430681
    PC8 > -2.62821
    PC8 <= -0.5441133
    PC19 <= -3.647172
    PC95 <= 0.1109738
    ->  class 2\|3  [0.977]

Rule 29/241: (71.6/1, lift 8.4)
    PC1 <= -0.430681
    PC2 > -9.46428
    PC4 <= -0.3209489
    PC8 > -2.62821
    PC8 <= -0.5441133
    PC9 <= 7.983715
    PC14 > -3.571462
    PC23 <= 2.203005
    PC28 > -0.2656237
    PC43 > -0.6449878
    PC84 > -0.08363389
    ->  class 2\|3  [0.973]

Rule 29/242: (60.7/0.8, lift 8.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -0.5441133
    PC9 <= 7.983715
    PC58 <= -0.679098
    PC63 > 0.1548471
    ->  class 2\|3  [0.971]

Rule 29/243: (31, lift 8.3)
    PC8 <= -0.5441133
    PC15 <= 2.051718
    PC35 > 0.2078908
    PC75 <= -1.570008
    PC85 <= 0.4763635
    PC96 <= 0.3019132
    PC99 > -0.9732314
    ->  class 2\|3  [0.970]

Rule 29/244: (25, lift 8.3)
    PC8 <= -2.62821
    PC35 > 0.2078908
    PC43 <= 1.290461
    PC45 <= 0.1526884
    PC62 <= -1.461079
    PC85 <= 0.4763635
    ->  class 2\|3  [0.963]

Rule 29/245: (23.6, lift 8.3)
    PC1 <= -0.430681
    PC8 <= -2.62821
    PC26 > -2.999648
    PC43 > 1.290461
    PC71 <= -0.5123217
    PC85 <= 0.4763635
    ->  class 2\|3  [0.961]

Rule 29/246: (20.9, lift 8.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -0.5441133
    PC9 <= 7.983715
    PC46 > -0.4018688
    PC49 > 0.8673677
    ->  class 2\|3  [0.953]

Rule 29/247: (416.9/25.6, lift 8.0)
    PC1 <= -0.430681
    PC6 > -1.853151
    PC8 <= -2.62821
    PC23 > -2.01012
    PC26 > -2.999648
    PC38 <= 0.1580302
    PC43 <= 1.290461
    PC51 <= 0.4403365
    PC61 <= 0.002215485
    PC85 <= 0.4763635
    PC98 <= 1.242187
    ->  class 2\|3  [0.936]

Rule 29/248: (12.2, lift 8.0)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC6 <= -1.470731
    PC8 > -4.446409
    PC12 <= 0.2684515
    PC16 <= 3.841364
    PC17 > 0.6527454
    PC82 <= 0.3373068
    ->  class 2\|3  [0.930]

Rule 29/249: (11.9, lift 8.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -0.5441133
    PC17 > 0.9835293
    PC85 > 0.4763635
    ->  class 2\|3  [0.928]

Rule 29/250: (26.4/1.1, lift 8.0)
    PC2 <= 2.5099
    PC8 <= -2.62821
    PC26 > -2.999648
    PC61 <= -0.3599356
    PC85 > 0.4763635
    ->  class 2\|3  [0.928]

Rule 29/251: (60.2/3.5, lift 8.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC4 > -0.3182207
    PC8 > -2.62821
    PC27 > -0.7045158
    PC28 > -0.2656237
    PC29 > 0.2788967
    PC63 <= 0.1548471
    PC82 <= 0.006431352
    ->  class 2\|3  [0.927]

Rule 29/252: (143.6/10.1, lift 7.9)
    PC1 <= -0.430681
    PC5 > -0.2582136
    PC8 <= -2.62821
    PC38 > 0.1580302
    PC53 <= 0.1559663
    ->  class 2\|3  [0.924]

Rule 29/253: (44.3/3, lift 7.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.62821
    PC8 <= -0.5441133
    PC9 <= 7.983715
    PC28 > -0.2656237
    PC46 <= -0.4018688
    PC63 > 0.1548471
    ->  class 2\|3  [0.914]

Rule 29/254: (9.4, lift 7.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC23 > 2.203005
    PC26 <= -2.253249
    ->  class 2\|3  [0.912]

Rule 29/255: (11.8/0.5, lift 7.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC4 > -0.4070493
    PC8 > -0.5441133
    PC8 <= 1.706811
    PC23 > -1.11488
    PC53 > 0.69177
    PC57 > 0.0181126
    ->  class 2\|3  [0.894]

Rule 29/256: (7.2, lift 7.7)
    PC1 <= -0.430681
    PC8 <= -2.62821
    PC9 <= -0.9495522
    PC43 > 1.290461
    PC85 <= 0.4763635
    ->  class 2\|3  [0.891]

Rule 29/257: (85/9.9, lift 7.5)
    PC1 <= -0.430681
    PC8 <= -2.62821
    PC38 > 0.1580302
    PC68 > 0.9258409
    ->  class 2\|3  [0.875]

Rule 29/258: (31.9/3.4, lift 7.5)
    PC1 > -0.430681
    PC9 <= -3.550226
    PC12 > 0.2684515
    PC57 <= -0.07739355
    ->  class 2\|3  [0.871]

Rule 29/259: (61.2/9.1, lift 7.2)
    PC1 <= -0.430681
    PC8 <= -2.62821
    PC22 <= -0.8794802
    PC26 > -2.999648
    PC85 > 0.4763635
    ->  class 2\|3  [0.839]

Rule 29/260: (109.2/19.6, lift 7.0)
    PC2 <= -1.721669
    PC4 > -0.4070493
    PC8 <= 1.280768
    PC19 > -0.7104394
    PC21 <= 2.077702
    PC23 > -1.11488
    PC57 > 0.0181126
    PC66 > 0.659505
    PC95 > -0.1984325
    ->  class 2\|3  [0.815]

Rule 29/261: (84.8/17.8, lift 6.7)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC6 > -1.470731
    PC9 <= 0.3598154
    PC12 <= 0.2684515
    PC13 > 0.1820254
    PC18 <= 0.2001757
    PC19 > -1.521262
    ->  class 2\|3  [0.784]

Rule 29/262: (79.8/17.1, lift 6.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= 1.706811
    PC15 <= -2.751601
    PC57 <= 0.0181126
    ->  class 2\|3  [0.778]

Rule 29/263: (64.4/16.8, lift 6.3)
    PC1 <= -0.430681
    PC2 <= -1.721669
    PC4 > -0.4070493
    PC8 > -0.5441133
    PC8 <= 1.280768
    PC23 > -1.11488
    PC44 > 0.4781069
    PC57 > 0.0181126
    PC95 > -0.1984325
    ->  class 2\|3  [0.731]

Rule 29/264: (939.4/300.6, lift 5.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC4 > -0.3182207
    PC8 > -2.62821
    PC8 <= -0.5441133
    PC9 <= 7.983715
    PC14 > -3.571462
    PC23 <= 2.203005
    PC28 > -0.2656237
    PC29 <= 0.2788967
    PC45 <= 0.4335379
    PC63 <= 0.1548471
    PC90 <= 0.9568366
    ->  class 2\|3  [0.680]

Rule 29/265: (15.7/5.9, lift 5.2)
    PC1 <= -0.430681
    PC8 > 1.706811
    PC100 > 3.426843
    ->  class 2\|3  [0.609]

Rule 29/266: (51.7/20.8, lift 5.1)
    PC1 <= -0.430681
    PC8 > -0.5441133
    PC8 <= 1.706811
    PC19 <= -0.7104394
    PC23 > -1.11488
    PC57 > 0.0181126
    PC75 <= 0.07208364
    ->  class 2\|3  [0.594]

Rule 29/267: (57.2, lift 23.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -0.5441133
    PC15 <= 2.051718
    PC26 <= -2.999648
    PC38 <= 0.1580302
    ->  class 2\|4  [0.983]

Rule 29/268: (35.4, lift 23.1)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -0.5441133
    PC21 <= -0.6742345
    PC45 > 0.4335379
    ->  class 2\|4  [0.973]

Rule 29/269: (32.1, lift 23.0)
    PC8 <= -2.62821
    PC15 <= 2.051718
    PC23 <= -2.01012
    PC38 <= 0.1580302
    ->  class 2\|4  [0.971]

Rule 29/270: (57.6/1, lift 22.9)
    PC1 > -0.430681
    PC9 <= -3.550226
    PC12 > 0.2684515
    PC57 > -0.07739355
    ->  class 2\|4  [0.967]

Rule 29/271: (47.8/11.4, lift 17.8)
    PC1 > -0.430681
    PC8 <= -4.446409
    PC65 > 0.5865557
    ->  class 2\|4  [0.750]

Rule 29/272: (4525.9/3697.3, lift 4.3)
    PC2 <= 2.5099
    PC8 <= -0.5441133
    PC9 <= 7.983715
    ->  class 2\|4  [0.183]

Default class: 2\|2

-----  Trial 30:  -----

Rules:

Rule 30/1: (185, lift 17.1)
    PC3 > -4.942089
    PC13 > -2.659486
    PC13 <= 6.717022
    PC18 > 2.290524
    PC22 > -0.4960029
    PC26 <= 0.6911535
    PC52 <= 3.92628
    PC55 > -0.4814019
    PC64 <= -0.3266885
    PC90 <= 1.414193
    PC97 <= 0.2367853
    ->  class 0\|0  [0.995]

Rule 30/2: (59.6, lift 16.9)
    PC13 <= 6.717022
    PC18 > 2.290524
    PC29 <= 6.409384
    PC31 > -0.2922627
    PC70 <= -1.065531
    PC91 <= 2.682686
    PC97 > 0.2367853
    ->  class 0\|0  [0.984]

Rule 30/3: (70.3/0.3, lift 16.9)
    PC2 > 2.5099
    PC13 <= 6.717022
    PC18 > 2.290524
    PC29 <= 6.409384
    PC67 > 0.2726204
    PC73 > -3.422196
    PC91 <= 2.682686
    PC97 > 0.2367853
    ->  class 0\|0  [0.982]

Rule 30/4: (138.7/2, lift 16.8)
    PC13 <= 6.717022
    PC18 > 2.290524
    PC29 <= 6.409384
    PC52 <= 3.92628
    PC55 > -0.4814019
    PC73 > 0.9629729
    PC91 <= 2.682686
    ->  class 0\|0  [0.979]

Rule 30/5: (36.4, lift 16.7)
    PC13 <= 6.717022
    PC18 > 2.290524
    PC29 <= 6.409384
    PC57 > 1.331304
    PC73 > -3.422196
    PC91 <= 2.682686
    PC97 > 0.2367853
    ->  class 0\|0  [0.974]

Rule 30/6: (96.9/1.8, lift 16.7)
    PC2 > 2.5099
    PC3 > -1.644617
    PC3 <= 1.640775
    PC18 > 0.1693852
    PC21 <= 0.4933791
    PC53 <= -0.998706
    ->  class 0\|0  [0.971]

Rule 30/7: (29.5, lift 16.6)
    PC2 > 2.5099
    PC3 > -1.644617
    PC18 > 0.1693852
    PC48 > 0.4541678
    PC49 <= 0.6167688
    ->  class 0\|0  [0.968]

Rule 30/8: (20.9, lift 16.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 > 0.300935
    PC18 > 0.1693852
    PC18 <= 2.290524
    ->  class 0\|0  [0.956]

Rule 30/9: (15.1, lift 16.2)
    PC1 > -0.430681
    PC8 > 0.08273966
    PC12 > -0.01246285
    PC18 > 1.296624
    ->  class 0\|0  [0.942]

Rule 30/10: (525.1/30.7, lift 16.1)
    PC3 > -4.942089
    PC4 > -8.071015
    PC13 <= 6.717022
    PC17 > -0.1426359
    PC18 > 2.290524
    PC22 > -0.4960029
    PC26 <= 0.6911535
    PC31 > -0.2922627
    PC38 <= 3.234724
    PC51 <= 0.5281114
    PC52 <= 3.92628
    PC55 > -0.2111342
    PC56 <= 1.104476
    PC90 <= 1.414193
    PC91 <= 2.682686
    PC97 <= 0.2367853
    ->  class 0\|0  [0.940]

Rule 30/11: (65.6/3.3, lift 16.1)
    PC3 > -4.942089
    PC4 <= -8.071015
    PC13 > -2.659486
    PC13 <= -0.08638959
    PC18 > 2.848612
    PC26 <= 0.6911535
    PC51 <= 0.5281114
    PC62 <= 0.1587691
    PC64 <= 0.2838365
    PC97 <= 0.2367853
    ->  class 0\|0  [0.937]

Rule 30/12: (460.1/31.4, lift 16.0)
    PC3 > -4.942089
    PC4 > -8.071015
    PC5 > -0.5161799
    PC13 > -2.659486
    PC13 <= 6.717022
    PC17 > -0.1426359
    PC18 > 2.290524
    PC22 > -0.4960029
    PC26 <= 0.6911535
    PC31 > -0.2922627
    PC38 <= 3.234724
    PC51 <= 0.5281114
    PC52 <= 3.92628
    PC55 > -0.4814019
    PC56 <= 1.104476
    PC90 <= 1.414193
    PC91 <= 2.682686
    PC97 <= 0.2367853
    ->  class 0\|0  [0.930]

Rule 30/13: (7.9, lift 15.4)
    PC10 <= -7.303295
    PC18 > 2.290524
    PC31 > -0.2922627
    ->  class 0\|0  [0.899]

Rule 30/14: (10.8/0.6, lift 15.0)
    PC2 > 2.5099
    PC3 > -1.644617
    PC18 > 0.1693852
    PC18 <= 2.290524
    PC53 > -0.998706
    PC79 <= -0.9574304
    ->  class 0\|0  [0.874]

Rule 30/15: (124.7/15.1, lift 15.0)
    PC2 > 2.5099
    PC3 > -1.644617
    PC3 <= 1.640775
    PC18 > 0.1693852
    PC23 <= -0.9889438
    PC49 <= 0.6167688
    ->  class 0\|0  [0.873]

Rule 30/16: (38.3/4.3, lift 14.9)
    PC13 <= 6.717022
    PC18 > 2.290524
    PC29 <= 6.409384
    PC55 > -0.4814019
    PC73 <= 0.9629729
    PC75 > 0.1340645
    PC97 > 0.2367853
    ->  class 0\|0  [0.869]

Rule 30/17: (10.6/1.4, lift 13.9)
    PC2 > 2.5099
    PC7 <= -0.7460212
    PC18 <= 0.1693852
    PC20 > -3.440173
    PC90 <= -2.003361
    ->  class 0\|0  [0.807]

Rule 30/18: (35.6/8.9, lift 12.6)
    PC6 > -0.4098393
    PC13 > 6.717022
    PC18 > 2.058226
    PC57 <= 4.804033
    ->  class 0\|0  [0.736]

Rule 30/19: (43/11.3, lift 12.5)
    PC2 > 2.5099
    PC3 > -1.644617
    PC3 <= 1.640775
    PC18 > 0.1693852
    PC18 <= 2.290524
    PC49 > 0.6167688
    ->  class 0\|0  [0.726]

Rule 30/20: (73.6/20.6, lift 12.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 6.717022
    PC18 > 0.1693852
    PC21 <= 0.4933791
    PC71 > 0.6056829
    PC73 > -3.422196
    PC90 > -2.018236
    ->  class 0\|0  [0.714]

Rule 30/21: (22.8/7, lift 11.6)
    PC3 <= -1.644617
    PC13 <= 6.717022
    PC18 > 0.1693852
    PC18 <= 2.290524
    PC43 <= -2.217216
    PC90 > -2.018236
    ->  class 0\|0  [0.678]

Rule 30/22: (64.5, lift 11.7)
    PC4 <= -8.071015
    PC18 > 0.1693852
    PC18 <= 2.848612
    PC62 <= 0.1587691
    PC64 > -0.3266885
    PC73 <= 0.9629729
    PC90 <= 1.414193
    ->  class 0\|1  [0.985]

Rule 30/23: (61.9, lift 11.7)
    PC4 <= -8.071015
    PC18 > 0.1693852
    PC56 <= 1.104476
    PC62 > 0.1587691
    PC64 > -0.3266885
    PC64 <= 0.2838365
    PC73 <= 0.9629729
    ->  class 0\|1  [0.984]

Rule 30/24: (55.8, lift 11.7)
    PC6 <= -0.4098393
    PC13 > 6.717022
    PC13 <= 10.90493
    PC18 > 2.058226
    PC49 <= 0.7899179
    PC66 <= 0.6278729
    ->  class 0\|1  [0.983]

Rule 30/25: (49.8, lift 11.7)
    PC3 > -4.942089
    PC18 > 2.290524
    PC26 > 0.6911535
    PC73 <= 0.9629729
    PC97 <= 0.2367853
    ->  class 0\|1  [0.981]

Rule 30/26: (47.7, lift 11.6)
    PC4 <= -8.071015
    PC17 > -0.1426359
    PC64 > 0.2838365
    PC73 <= 0.9629729
    PC90 <= 1.414193
    ->  class 0\|1  [0.980]

Rule 30/27: (45.2, lift 11.6)
    PC13 <= 6.717022
    PC18 > 0.1693852
    PC21 <= 0.4933791
    PC29 <= 6.409384
    PC39 > 0.7690024
    PC67 <= 0.7430756
    PC71 <= 0.6056829
    PC73 > -3.422196
    PC79 > 0.6133943
    PC90 > -2.018236
    ->  class 0\|1  [0.979]

Rule 30/28: (116.1/1.7, lift 11.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > 0.1693852
    PC31 <= -0.2922627
    PC52 <= 3.92628
    PC73 > -3.422196
    PC73 <= 0.9629729
    ->  class 0\|1  [0.977]

Rule 30/29: (38.9, lift 11.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 > -2.659486
    PC13 <= 6.717022
    PC17 > -0.1426359
    PC18 > 0.1693852
    PC51 > 0.5281114
    PC56 <= 1.104476
    PC64 > -0.3266885
    PC73 <= 0.9629729
    PC97 <= 0.2367853
    ->  class 0\|1  [0.976]

Rule 30/30: (35, lift 11.6)
    PC4 <= -8.071015
    PC13 > -0.08638959
    PC18 > 2.290524
    PC64 > -0.3266885
    PC73 <= 0.9629729
    ->  class 0\|1  [0.973]

Rule 30/31: (71.4/1, lift 11.6)
    PC5 > -0.6030719
    PC10 <= -2.359498
    PC18 > -1.127962
    PC18 <= 0.1693852
    PC88 <= -0.4034106
    ->  class 0\|1  [0.972]

Rule 30/32: (196/5.3, lift 11.5)
    PC3 <= -1.045345
    PC10 > -7.303295
    PC18 > 2.290524
    PC29 <= 6.409384
    PC52 <= 3.92628
    PC57 <= 1.331304
    PC67 <= 0.2726204
    PC70 > -1.065531
    PC73 <= 0.9629729
    PC75 <= 0.1340645
    PC97 > 0.2367853
    ->  class 0\|1  [0.968]

Rule 30/33: (49/0.8, lift 11.5)
    PC3 <= 1.640775
    PC7 > -0.7460212
    PC10 <= -1.294428
    PC16 <= -0.391978
    PC17 <= -0.5178236
    PC18 > -1.127962
    ->  class 0\|1  [0.965]

Rule 30/34: (42.1/0.6, lift 11.4)
    PC13 <= 6.717022
    PC18 > 2.290524
    PC56 > 1.104476
    PC73 > -3.422196
    PC73 <= 0.9629729
    ->  class 0\|1  [0.963]

Rule 30/35: (24.5, lift 11.4)
    PC5 <= -0.5161799
    PC18 > 2.290524
    PC55 <= -0.2111342
    PC73 <= 0.9629729
    ->  class 0\|1  [0.962]

Rule 30/36: (30.3/0.3, lift 11.4)
    PC13 <= 6.717022
    PC17 <= -0.1426359
    PC18 > 2.290524
    PC29 <= 6.409384
    PC55 > -0.4814019
    PC73 > -3.422196
    PC97 <= 0.2367853
    ->  class 0\|1  [0.960]

Rule 30/37: (54.7/1.3, lift 11.4)
    PC13 <= 6.717022
    PC18 > 2.290524
    PC29 <= 6.409384
    PC52 > 3.92628
    PC67 <= 0.7430756
    PC73 > -3.422196
    ->  class 0\|1  [0.959]

Rule 30/38: (34.3/0.8, lift 11.3)
    PC2 > 2.5099
    PC13 <= 6.717022
    PC18 > 2.290524
    PC52 <= 3.92628
    PC91 > 2.682686
    ->  class 0\|1  [0.950]

Rule 30/39: (417.3/24.6, lift 11.2)
    PC2 > 2.5099
    PC3 <= -1.644617
    PC13 <= 6.717022
    PC18 > 0.1693852
    PC18 <= 2.290524
    PC21 <= 0.4933791
    PC43 > -2.217216
    PC67 <= 0.7430756
    PC71 <= 0.6056829
    PC79 <= 0.6133943
    PC80 <= 0.5694441
    PC90 > -2.018236
    PC93 > -1.297867
    PC95 > -1.420945
    ->  class 0\|1  [0.939]

Rule 30/40: (28.9/0.9, lift 11.2)
    PC13 <= 6.717022
    PC18 > 2.290524
    PC22 <= -0.4960029
    PC31 > -0.2922627
    PC97 <= 0.2367853
    ->  class 0\|1  [0.938]

Rule 30/41: (13.3, lift 11.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC5 <= -0.6030719
    PC7 > -0.7460212
    PC18 <= 0.1693852
    PC87 > 0.302502
    ->  class 0\|1  [0.935]

Rule 30/42: (20/0.5, lift 11.1)
    PC7 > -0.7460212
    PC10 <= -1.294428
    PC17 <= -0.5178236
    PC18 > -1.127962
    PC60 <= -0.4756015
    PC88 > -0.4034106
    ->  class 0\|1  [0.934]

Rule 30/43: (216.4/17.5, lift 10.9)
    PC2 > 2.5099
    PC3 > -1.644617
    PC3 <= 1.640775
    PC6 <= 0.300935
    PC18 > 0.1693852
    PC18 <= 2.290524
    PC23 > -0.9889438
    PC48 <= 0.4541678
    PC49 <= 0.6167688
    PC53 > -0.998706
    PC71 <= 0.6056829
    PC79 > -0.9574304
    ->  class 0\|1  [0.915]

Rule 30/44: (73.4/6.5, lift 10.7)
    PC2 > 2.5099
    PC18 > 2.290524
    PC55 <= -0.4814019
    PC57 <= 4.804033
    ->  class 0\|1  [0.901]

Rule 30/45: (104.6/10.4, lift 10.6)
    PC7 > -0.7460212
    PC18 > -1.127962
    PC30 > 4.653916
    ->  class 0\|1  [0.893]

Rule 30/46: (174.2/21.1, lift 10.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 <= -0.7460212
    PC18 > -2.430627
    PC18 <= 0.1693852
    PC43 <= 0.3626536
    PC90 > -2.003361
    ->  class 0\|1  [0.875]

Rule 30/47: (70.6/9.2, lift 10.2)
    PC2 > 2.5099
    PC13 > -2.659486
    PC13 <= 6.717022
    PC18 > 0.1693852
    PC22 > -0.4960029
    PC26 <= 0.6911535
    PC73 > -3.422196
    PC73 <= 0.9629729
    PC90 > 1.414193
    ->  class 0\|1  [0.860]

Rule 30/48: (56.9/9.2, lift 9.8)
    PC2 > 2.5099
    PC5 > -0.6030719
    PC10 <= -1.294428
    PC17 > -0.5178236
    PC18 > -1.127962
    PC18 <= 0.1693852
    PC37 <= 1.807821
    ->  class 0\|1  [0.826]

Rule 30/49: (67.6/11.5, lift 9.8)
    PC3 <= 1.640775
    PC10 <= -1.294428
    PC11 <= -0.01467536
    PC17 <= -0.5178236
    PC18 > -1.127962
    PC60 > -0.4756015
    ->  class 0\|1  [0.821]

Rule 30/50: (70.6/16.9, lift 9.0)
    PC13 <= -2.659486
    PC18 > 0.1693852
    PC22 > -0.4960029
    PC26 <= 0.6911535
    PC52 <= 3.92628
    PC73 <= 0.9629729
    PC97 <= 0.2367853
    ->  class 0\|1  [0.754]

Rule 30/51: (123.2, lift 11.0)
    PC5 > -0.6030719
    PC7 > -0.7460212
    PC10 <= -1.294428
    PC11 > -0.01467536
    PC16 > -0.391978
    PC17 <= -0.5178236
    PC18 > -1.127962
    PC18 <= 0.1693852
    PC60 > -0.4756015
    PC88 > -0.4034106
    ->  class 0\|2  [0.992]

Rule 30/52: (59.7, lift 10.9)
    PC4 > 7.788401
    PC18 <= -1.127962
    PC32 <= -1.093292
    ->  class 0\|2  [0.984]

Rule 30/53: (58.2, lift 10.9)
    PC4 <= -7.746524
    PC5 > -0.6030719
    PC7 > -0.7460212
    PC11 <= 0.08682834
    PC18 <= 0.1693852
    ->  class 0\|2  [0.983]

Rule 30/54: (58.5, lift 10.9)
    PC4 <= -7.746524
    PC18 <= -1.127962
    PC87 > 0.02870315
    ->  class 0\|2  [0.983]

Rule 30/55: (52.5, lift 10.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 <= -0.7460212
    PC18 <= 0.1693852
    PC20 > -3.440173
    PC43 > 0.3626536
    ->  class 0\|2  [0.982]

Rule 30/56: (51.1, lift 10.9)
    PC4 > 7.788401
    PC18 <= -1.127962
    PC33 <= 4.897779
    PC90 <= 2.256318
    PC98 > 0.7557569
    ->  class 0\|2  [0.981]

Rule 30/57: (47.7, lift 10.9)
    PC3 <= 1.640775
    PC18 > -1.750188
    PC18 <= -1.127962
    PC20 > 2.089747
    PC86 <= 1.874111
    PC89 > -1.006713
    ->  class 0\|2  [0.980]

Rule 30/58: (39.3, lift 10.9)
    PC18 > 0.1693852
    PC29 > 6.409384
    ->  class 0\|2  [0.976]

Rule 30/59: (61.3/0.7, lift 10.8)
    PC4 > 7.788401
    PC18 <= -1.127962
    PC90 <= 2.256318
    PC99 <= -0.2831509
    ->  class 0\|2  [0.973]

Rule 30/60: (39.1/0.2, lift 10.8)
    PC2 > 2.5099
    PC5 > -0.6030719
    PC7 <= -0.6580582
    PC18 > -1.750188
    PC18 <= -1.127962
    PC58 <= 1.792402
    ->  class 0\|2  [0.972]

Rule 30/61: (27, lift 10.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 <= 0.0592674
    PC7 > -0.5862954
    PC11 <= -0.05541129
    PC13 <= 1.230399
    PC18 <= 0.1693852
    PC32 > -1.346216
    PC39 > -1.100589
    PC89 > -1.006713
    ->  class 0\|2  [0.966]

Rule 30/62: (44.8/0.6, lift 10.7)
    PC3 <= 1.640775
    PC4 <= 7.788401
    PC5 > -0.6030719
    PC15 > 0.116575
    PC18 > -1.750188
    PC18 <= -1.127962
    PC89 > -1.006713
    ->  class 0\|2  [0.966]

Rule 30/63: (26.3, lift 10.7)
    PC4 <= 7.788401
    PC10 <= -5.74791
    PC18 <= -1.127962
    PC78 <= 2.983765
    ->  class 0\|2  [0.965]

Rule 30/64: (90.1/2.2, lift 10.7)
    PC3 <= -1.644617
    PC10 > -3.117805
    PC13 <= 6.717022
    PC18 > 0.1693852
    PC18 <= 2.290524
    PC39 <= 0.7690024
    PC73 > -3.422196
    PC79 > 0.6133943
    PC90 > -2.018236
    ->  class 0\|2  [0.965]

Rule 30/65: (26, lift 10.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -1.750188
    PC18 <= -1.127962
    PC19 > 0.1037472
    PC58 <= 1.792402
    PC78 <= 2.983765
    PC89 > -1.006713
    ->  class 0\|2  [0.964]

Rule 30/66: (25.5, lift 10.7)
    PC13 > 6.717022
    PC18 > 2.058226
    PC66 > 0.6278729
    ->  class 0\|2  [0.964]

Rule 30/67: (23.4, lift 10.7)
    PC13 > 6.717022
    PC15 > 0.9397237
    PC18 > 0.1693852
    PC18 <= 2.058226
    ->  class 0\|2  [0.961]

Rule 30/68: (22.2, lift 10.7)
    PC2 > 8.107922
    PC7 > -0.5862954
    PC18 <= -1.127962
    PC28 > -3.304819
    PC37 > -0.7685974
    PC39 > -1.100589
    PC89 > -1.006713
    ->  class 0\|2  [0.959]

Rule 30/69: (95.6/3.1, lift 10.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC5 > -0.6030719
    PC18 > -1.750188
    PC18 <= -1.127962
    PC60 <= -0.08219276
    PC78 <= 2.983765
    PC86 <= 1.874111
    PC89 > -1.006713
    ->  class 0\|2  [0.958]

Rule 30/70: (151.8/5.9, lift 10.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 > -0.7460212
    PC10 > -1.294428
    PC12 <= 2.8626
    PC18 > -1.127962
    PC18 <= 0.1693852
    PC49 <= 1.458949
    PC53 <= 2.436457
    PC75 <= 0.01605763
    PC86 <= 2.675882
    ->  class 0\|2  [0.955]

Rule 30/71: (19.7, lift 10.6)
    PC2 > 2.5099
    PC7 > -0.7460212
    PC10 > -1.294428
    PC18 > -1.127962
    PC18 <= 0.1693852
    PC30 <= 4.653916
    PC36 <= -1.343822
    PC75 > 0.01605763
    ->  class 0\|2  [0.953]

Rule 30/72: (16.4, lift 10.5)
    PC13 <= 6.717022
    PC18 > 0.1693852
    PC18 <= 2.290524
    PC21 <= 0.4933791
    PC71 <= 0.6056829
    PC79 <= 0.6133943
    PC93 <= -1.297867
    ->  class 0\|2  [0.946]

Rule 30/73: (50.1/1.9, lift 10.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -1.127962
    PC18 <= 0.1693852
    PC32 <= 1.060273
    PC36 > -1.343822
    PC94 > 0.7097058
    ->  class 0\|2  [0.944]

Rule 30/74: (20/0.3, lift 10.5)
    PC4 > 7.889118
    PC10 > -1.294428
    PC18 > -1.127962
    PC32 <= 1.060273
    PC36 > -1.343822
    PC75 > 0.01605763
    ->  class 0\|2  [0.941]

Rule 30/75: (28.4/0.8, lift 10.5)
    PC13 > 6.717022
    PC18 > 0.1693852
    PC18 <= 2.058226
    PC50 > 0.4547328
    PC57 <= 4.804033
    ->  class 0\|2  [0.941]

Rule 30/76: (26.2/0.7, lift 10.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 > -0.7460212
    PC15 <= 0.116575
    PC18 > -1.750188
    PC18 <= 0.1693852
    PC58 <= 1.792402
    PC60 > -0.08219276
    PC89 > -1.006713
    PC95 > 0.7944287
    ->  class 0\|2  [0.939]

Rule 30/77: (57.2/2.7, lift 10.4)
    PC3 <= 1.640775
    PC4 > -7.746524
    PC6 <= 0.0592674
    PC13 <= 1.230399
    PC16 <= 2.101484
    PC18 <= -1.127962
    PC52 > 1.599254
    PC60 <= 0.6575359
    PC75 <= 0.2081409
    PC89 > -1.006713
    PC96 > -0.7313746
    ->  class 0\|2  [0.938]

Rule 30/78: (46.2/2.2, lift 10.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC5 <= -0.6030719
    PC7 > -0.7460212
    PC18 <= 0.1693852
    PC87 <= 0.302502
    ->  class 0\|2  [0.935]

Rule 30/79: (13.1, lift 10.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -1.750188
    PC18 <= -1.127962
    PC78 <= 2.983765
    PC86 <= 1.874111
    PC89 > -1.006713
    PC99 <= -1.194885
    ->  class 0\|2  [0.934]

Rule 30/80: (63.2/3.5, lift 10.4)
    PC3 <= 1.640775
    PC6 > 0.0592674
    PC15 <= -0.2179118
    PC18 <= -1.750188
    PC64 <= -0.4595622
    ->  class 0\|2  [0.931]

Rule 30/81: (11.5, lift 10.3)
    PC3 <= 1.640775
    PC5 <= -0.4823957
    PC7 > -0.7460212
    PC18 > -1.750188
    PC18 <= -1.127962
    ->  class 0\|2  [0.926]

Rule 30/82: (23.3/1, lift 10.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 <= 7.788401
    PC5 > -0.6030719
    PC18 <= -1.127962
    PC78 <= 2.983765
    PC81 > 1.765621
    ->  class 0\|2  [0.920]

Rule 30/83: (30.6/1.6, lift 10.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC11 > 0.2945656
    PC16 <= 2.101484
    PC78 <= 2.983765
    ->  class 0\|2  [0.919]

Rule 30/84: (10.2, lift 10.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > 0.1693852
    PC18 <= 2.290524
    PC21 <= 0.4933791
    PC43 > -2.217216
    PC93 > -1.297867
    PC95 <= -1.420945
    ->  class 0\|2  [0.918]

Rule 30/85: (10.1, lift 10.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 <= 0.1693852
    PC39 > -1.100589
    PC68 <= 0.3270253
    PC78 <= 2.983765
    PC96 > -0.7313746
    PC97 > 2.006778
    ->  class 0\|2  [0.917]

Rule 30/86: (46.3/3.2, lift 10.2)
    PC3 <= 1.640775
    PC7 > -0.6580582
    PC16 > 1.104762
    PC18 > -1.750188
    PC18 <= -1.127962
    PC86 <= 1.874111
    PC89 > -1.006713
    ->  class 0\|2  [0.914]

Rule 30/87: (9.1, lift 10.1)
    PC7 > -0.5862954
    PC16 <= 2.101484
    PC18 <= -1.750188
    PC39 > -1.100589
    PC71 > 0.8343233
    PC78 <= 2.983765
    PC81 <= 1.765621
    PC89 > -1.006713
    ->  class 0\|2  [0.910]

Rule 30/88: (82.6/6.9, lift 10.1)
    PC2 > 2.5099
    PC2 <= 8.107922
    PC3 <= 1.640775
    PC7 > -0.5862954
    PC11 <= 0.2945656
    PC13 <= 1.230399
    PC18 <= 0.1693852
    PC32 <= -1.346216
    PC37 > -0.7685974
    PC67 > -0.3051596
    ->  class 0\|2  [0.907]

Rule 30/89: (16.8/0.8, lift 10.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 <= 0.300935
    PC18 > 0.1693852
    PC18 <= 2.290524
    PC71 <= 0.6056829
    PC79 <= 0.6133943
    PC80 > 0.5694441
    ->  class 0\|2  [0.906]

Rule 30/90: (9.3/0.1, lift 10.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 1.230399
    PC16 > 2.076187
    PC16 <= 2.101484
    PC60 <= 0.6575359
    ->  class 0\|2  [0.900]

Rule 30/91: (37.8/3, lift 10.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > 0.1693852
    PC18 <= 2.290524
    PC57 <= 4.804033
    PC90 <= -2.018236
    ->  class 0\|2  [0.899]

Rule 30/92: (37.1/2.9, lift 10.0)
    PC6 <= -0.4098393
    PC13 > 10.90493
    PC18 > 2.058226
    PC57 <= 4.804033
    ->  class 0\|2  [0.899]

Rule 30/93: (17.2/1, lift 10.0)
    PC13 <= 1.230399
    PC16 <= 2.101484
    PC18 <= 0.1693852
    PC39 > -1.100589
    PC57 <= 1.492087
    PC59 <= -2.342886
    PC78 <= 2.983765
    PC96 > -0.7313746
    ->  class 0\|2  [0.897]

Rule 30/94: (35.3/3, lift 9.9)
    PC3 <= 1.640775
    PC7 > -0.7460212
    PC16 <= 2.101484
    PC18 <= -1.127962
    PC37 > -0.7685974
    PC39 > -1.100589
    PC57 > 1.492087
    PC63 <= 1.124542
    PC78 <= 2.983765
    PC89 > -1.006713
    PC96 > -0.7313746
    ->  class 0\|2  [0.893]

Rule 30/95: (74.9/7.2, lift 9.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 > -0.7460212
    PC18 > -1.750188
    PC18 <= -1.127962
    PC44 > 0.5340554
    PC95 <= 0.7944287
    ->  class 0\|2  [0.893]

Rule 30/96: (13.9/0.7, lift 9.9)
    PC13 > 6.717022
    PC18 > 0.1693852
    PC18 <= 2.058226
    PC22 > -0.5599737
    PC50 <= 0.4547328
    ->  class 0\|2  [0.893]

Rule 30/97: (42/4.2, lift 9.8)
    PC7 <= -0.7460212
    PC18 <= 0.1693852
    PC20 <= -3.440173
    PC83 > 0.06300803
    ->  class 0\|2  [0.882]

Rule 30/98: (28/2.7, lift 9.7)
    PC3 <= 1.640775
    PC7 <= -0.7460212
    PC18 <= -2.430627
    PC20 > -3.440173
    ->  class 0\|2  [0.875]

Rule 30/99: (64.8/7.4, lift 9.7)
    PC7 > -0.7460212
    PC16 <= 2.101484
    PC18 <= -1.127962
    PC39 > -1.100589
    PC63 > 1.124542
    PC78 <= 2.983765
    PC81 <= 1.765621
    PC89 > -1.006713
    PC96 > -0.7313746
    ->  class 0\|2  [0.874]

Rule 30/100: (5.4, lift 9.6)
    PC7 > -0.7460212
    PC10 > -2.359498
    PC10 <= -1.294428
    PC18 > -1.127962
    PC18 <= 0.1693852
    PC88 <= -0.4034106
    ->  class 0\|2  [0.864]

Rule 30/101: (49.4/6.2, lift 9.6)
    PC7 > -0.7460212
    PC7 <= -0.5862954
    PC18 <= -1.750188
    PC81 <= 1.765621
    PC89 > -1.006713
    PC96 > -0.7313746
    ->  class 0\|2  [0.861]

Rule 30/102: (41.1/5.1, lift 9.5)
    PC7 <= -0.7460212
    PC18 <= 0.1693852
    PC20 <= -3.440173
    PC51 <= 0.08199447
    ->  class 0\|2  [0.858]

Rule 30/103: (4.4, lift 9.4)
    PC7 <= -0.7460212
    PC12 > -0.3218363
    PC18 <= 0.1693852
    PC20 <= -3.440173
    ->  class 0\|2  [0.843]

Rule 30/104: (27.9/3.8, lift 9.4)
    PC4 > -7.746524
    PC7 > -0.7460212
    PC7 <= -0.3301688
    PC13 <= 1.230399
    PC18 <= -1.750188
    PC46 > 0.2262207
    PC60 <= 0.6575359
    PC68 <= 0.3270253
    PC96 > -0.7313746
    ->  class 0\|2  [0.841]

Rule 30/105: (21.1/2.8, lift 9.3)
    PC5 > -0.6030719
    PC16 <= 2.101484
    PC18 <= -1.750188
    PC39 > -1.100589
    PC57 <= 1.492087
    PC67 > -0.3051596
    PC89 > -1.006713
    PC90 <= -1.113714
    PC96 > -0.7313746
    ->  class 0\|2  [0.837]

Rule 30/106: (49.9/7.6, lift 9.3)
    PC4 <= 7.788401
    PC7 > -0.5862954
    PC18 <= -1.750188
    PC28 > -3.304819
    PC37 <= -0.7685974
    PC39 > -1.100589
    PC63 <= 1.124542
    PC89 > -1.006713
    PC96 > -0.7313746
    ->  class 0\|2  [0.834]

Rule 30/107: (20.3/2.9, lift 9.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 <= 0.300935
    PC13 <= 6.717022
    PC18 > 0.1693852
    PC18 <= 2.290524
    PC21 > 0.4933791
    ->  class 0\|2  [0.824]

Rule 30/108: (43/8.5, lift 8.8)
    PC4 <= 7.788401
    PC18 <= -1.750188
    PC28 <= -3.304819
    PC78 <= 2.983765
    PC89 > -1.006713
    ->  class 0\|2  [0.790]

Rule 30/109: (16.4/3.6, lift 8.3)
    PC7 > -0.7460212
    PC13 > 1.174005
    PC13 <= 1.230399
    PC16 <= 2.101484
    PC18 <= -1.750188
    PC60 <= 0.6575359
    PC96 > -0.7313746
    ->  class 0\|2  [0.749]

Rule 30/110: (36.7/9.1, lift 8.2)
    PC2 > 2.5099
    PC18 > 0.1693852
    PC57 <= 4.804033
    PC73 <= -3.422196
    ->  class 0\|2  [0.738]

Rule 30/111: (87.5/36, lift 6.5)
    PC2 > 2.5099
    PC5 > -0.6030719
    PC26 > -0.1339708
    PC78 > 2.983765
    ->  class 0\|2  [0.586]

Rule 30/112: (181.5/1, lift 10.1)
    PC2 <= 8.107922
    PC3 <= 1.640775
    PC4 > -7.746524
    PC4 <= 7.788401
    PC7 > -0.7460212
    PC13 > 1.230399
    PC18 <= -1.750188
    PC37 > -0.7685974
    PC57 <= 1.492087
    PC63 <= 1.124542
    ->  class 0\|3  [0.989]

Rule 30/113: (69.3, lift 10.1)
    PC3 <= 1.640775
    PC7 > -0.7460212
    PC15 <= 0.116575
    PC18 <= -1.127962
    PC20 <= 2.089747
    PC58 > 1.792402
    PC60 > -0.08219276
    ->  class 0\|3  [0.986]

Rule 30/114: (33.9/8.4, lift 7.5)
    PC2 > 2.5099
    PC18 > 0.1693852
    PC57 > 4.804033
    ->  class 0\|3  [0.738]

Rule 30/115: (7711.6/5770.9, lift 2.6)
    PC2 > 2.5099
    ->  class 0\|3  [0.252]

Rule 30/116: (146.7, lift 21.0)
    PC1 > 13.61654
    PC6 <= -2.689063
    PC19 > -0.3238951
    PC57 > -0.6260763
    ->  class 1\|0  [0.993]

Rule 30/117: (170.1/0.2, lift 21.0)
    PC3 > 1.640775
    PC8 > -3.622398
    PC12 <= -0.05653552
    PC16 <= -0.8953013
    PC22 > 0.1221173
    PC50 > 0.221793
    PC65 > -0.1389549
    PC67 <= 0.3667957
    PC94 <= 0.03857326
    ->  class 1\|0  [0.993]

Rule 30/118: (84.3, lift 20.9)
    PC2 <= 2.5099
    PC5 <= 12.1829
    PC13 <= 0.2095596
    PC16 <= -1.941889
    PC51 <= -0.730997
    ->  class 1\|0  [0.988]

Rule 30/119: (71.9, lift 20.8)
    PC1 > -0.430681
    PC1 <= 0.3860425
    PC8 > -3.76792
    PC15 <= -2.325031
    PC16 <= 0.4843179
    PC64 > -0.5553451
    ->  class 1\|0  [0.986]

Rule 30/120: (49.7, lift 20.7)
    PC10 <= 0.9532421
    PC16 <= -1.941889
    PC17 > 0.3734994
    PC55 <= -0.8495878
    PC59 <= 0.2455147
    ->  class 1\|0  [0.981]

Rule 30/121: (50.6, lift 20.7)
    PC1 > -0.2019541
    PC1 <= 0.3860425
    PC2 <= 2.5099
    PC3 > 0.09497605
    PC16 <= 0.4843179
    PC64 > -0.5553451
    PC99 <= -0.4568278
    ->  class 1\|0  [0.981]

Rule 30/122: (43.2, lift 20.6)
    PC1 > -0.2019541
    PC1 <= 0.3860425
    PC2 <= 2.5099
    PC8 > -3.76792
    PC16 <= 0.4843179
    PC72 > 0.1759172
    ->  class 1\|0  [0.978]

Rule 30/123: (29.4, lift 20.4)
    PC1 > -0.430681
    PC10 <= 0.9532421
    PC14 <= -2.132867
    PC59 > 0.2455147
    ->  class 1\|0  [0.968]

Rule 30/124: (289.1/10.5, lift 20.3)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 <= 6.79025
    PC5 <= 12.1829
    PC10 <= 0.9532421
    PC11 <= 0.8985437
    PC16 <= -1.941889
    PC29 <= 0.3736836
    PC30 > -0.9750756
    PC55 > -0.8495878
    PC59 <= 0.2455147
    PC68 > -1.754716
    PC91 > -0.5109994
    ->  class 1\|0  [0.961]

Rule 30/125: (122.8/6, lift 19.9)
    PC2 > 2.5099
    PC7 <= 10.73645
    PC8 > -3.622398
    PC12 <= -0.05653552
    PC22 > 0.1221173
    PC33 <= 0.843222
    PC45 > -0.6026969
    PC65 > -0.1389549
    PC71 > 1.293306
    PC77 <= 0.7041603
    PC95 <= -0.1146498
    ->  class 1\|0  [0.944]

Rule 30/126: (13.7, lift 19.8)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC8 > -3.76792
    PC16 > -1.941889
    PC16 <= 0.4843179
    PC57 <= -1.721336
    ->  class 1\|0  [0.936]

Rule 30/127: (7.1, lift 18.7)
    PC1 > -0.430681
    PC8 > 2.329999
    PC16 > -1.941889
    PC96 <= -1.630827
    ->  class 1\|0  [0.887]

Rule 30/128: (7.3/0.1, lift 18.6)
    PC1 > 0.3860425
    PC3 > 0.09497605
    PC11 <= 5.04457
    PC16 > -1.941889
    PC16 <= 0.4843179
    PC93 > 0.8448398
    ->  class 1\|0  [0.881]

Rule 30/129: (108.3, lift 14.7)
    PC1 > -0.2019541
    PC1 <= 0.3860425
    PC2 <= 2.5099
    PC3 > 0.09497605
    PC15 > -2.325031
    PC16 <= 0.4843179
    PC72 <= 0.1759172
    PC99 > -0.4568278
    ->  class 1\|1  [0.991]

Rule 30/130: (107.3, lift 14.7)
    PC1 > -0.430681
    PC6 > -2.689063
    PC12 > 2.889639
    PC16 > -1.941889
    PC48 <= 0.004313967
    ->  class 1\|1  [0.991]

Rule 30/131: (137.1/0.3, lift 14.7)
    PC2 > 2.5099
    PC3 > 1.640775
    PC7 <= 10.73645
    PC16 <= -0.8953013
    PC50 <= 0.221793
    PC71 <= 1.293306
    ->  class 1\|1  [0.991]

Rule 30/132: (86.4, lift 14.7)
    PC5 > 12.1829
    PC16 <= -1.941889
    PC88 > -0.1014291
    ->  class 1\|1  [0.989]

Rule 30/133: (70.5, lift 14.6)
    PC3 > 1.640775
    PC12 <= -0.05653552
    PC16 <= -0.8953013
    PC22 > 0.1221173
    PC45 <= -0.6026969
    PC50 <= 0.221793
    ->  class 1\|1  [0.986]

Rule 30/134: (66.3, lift 14.6)
    PC1 > -0.430681
    PC16 <= -1.941889
    PC47 <= 2.443133
    PC59 <= 0.2455147
    PC91 <= -0.5109994
    ->  class 1\|1  [0.985]

Rule 30/135: (57, lift 14.6)
    PC2 > 2.5099
    PC8 <= -3.622398
    PC16 <= -0.8953013
    ->  class 1\|1  [0.983]

Rule 30/136: (156.4/1.9, lift 14.5)
    PC1 > -0.430681
    PC9 > 0.4818569
    PC10 > 0.9532421
    PC16 <= -1.941889
    PC47 <= 2.443133
    PC51 > -0.730997
    ->  class 1\|1  [0.982]

Rule 30/137: (48.1, lift 14.5)
    PC2 > 2.5099
    PC3 > 1.640775
    PC12 > -0.05653552
    PC16 <= -0.8953013
    ->  class 1\|1  [0.980]

Rule 30/138: (44.9, lift 14.5)
    PC3 <= 0.09497605
    PC5 <= -4.521434
    PC6 > -2.689063
    PC8 > 0.05853367
    PC12 <= 2.889639
    ->  class 1\|1  [0.979]

Rule 30/139: (45.3, lift 14.5)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.8953013
    PC77 > 0.7041603
    ->  class 1\|1  [0.979]

Rule 30/140: (42.8, lift 14.5)
    PC3 > 1.640775
    PC16 <= -0.8953013
    PC22 > 0.1221173
    PC45 > -0.6026969
    PC50 <= 0.221793
    PC95 > -0.1146498
    ->  class 1\|1  [0.978]

Rule 30/141: (43.6, lift 14.5)
    PC3 > 1.640775
    PC16 <= -0.8953013
    PC33 > 0.843222
    PC50 <= 0.221793
    ->  class 1\|1  [0.978]

Rule 30/142: (134.2/2.2, lift 14.5)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.8953013
    PC65 <= -0.1389549
    ->  class 1\|1  [0.977]

Rule 30/143: (116.3/2.7, lift 14.4)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC5 <= 12.1829
    PC10 <= 0.9532421
    PC13 <= 0.2095596
    PC14 > -2.132867
    PC16 <= -1.941889
    PC38 > -0.7205423
    PC51 > -0.730997
    PC59 > 0.2455147
    ->  class 1\|1  [0.969]

Rule 30/144: (29.4, lift 14.3)
    PC1 > 7.579506
    PC3 <= 0.09497605
    PC6 > -2.689063
    PC8 > -3.76792
    PC12 <= 2.889639
    PC16 > -1.941889
    PC19 > -1.432916
    ->  class 1\|1  [0.968]

Rule 30/145: (178.7/4.9, lift 14.3)
    PC13 <= 0.2095596
    PC16 <= -1.941889
    PC17 <= 0.3734994
    PC29 <= 0.3736836
    PC38 > -0.7205423
    PC51 > -0.730997
    PC55 <= -0.8495878
    ->  class 1\|1  [0.967]

Rule 30/146: (42.7/0.5, lift 14.3)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.8953013
    PC67 > 0.3667957
    ->  class 1\|1  [0.967]

Rule 30/147: (27.4, lift 14.3)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -0.8953013
    PC16 <= 1.26344
    PC22 > 0.5648835
    PC51 > -0.7567238
    ->  class 1\|1  [0.966]

Rule 30/148: (115.8/5.5, lift 14.0)
    PC7 > 10.73645
    PC16 <= -0.8953013
    ->  class 1\|1  [0.945]

Rule 30/149: (43.4/1.7, lift 13.9)
    PC2 <= 2.5099
    PC16 <= -1.941889
    PC29 > 0.3736836
    PC47 <= 2.443133
    ->  class 1\|1  [0.940]

Rule 30/150: (109.3/5.9, lift 13.9)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.8953013
    PC94 > 0.03857326
    ->  class 1\|1  [0.938]

Rule 30/151: (35.6/1.4, lift 13.9)
    PC1 > -0.430681
    PC4 <= -2.793473
    PC8 > -3.76792
    PC16 <= 0.4843179
    PC18 <= 0.1512169
    ->  class 1\|1  [0.936]

Rule 30/152: (12.7, lift 13.8)
    PC1 > 7.579506
    PC6 > -2.689063
    PC16 > -1.941889
    PC18 > 0.183934
    ->  class 1\|1  [0.932]

Rule 30/153: (91/6.4, lift 13.6)
    PC2 <= 2.5099
    PC3 > 6.79025
    PC16 <= -1.941889
    PC47 <= 2.443133
    PC51 > -0.730997
    ->  class 1\|1  [0.920]

Rule 30/154: (42.2/2.9, lift 13.5)
    PC1 > 13.61654
    PC6 <= -2.689063
    PC8 > -3.76792
    PC19 <= -0.3238951
    ->  class 1\|1  [0.911]

Rule 30/155: (29.4/2, lift 13.4)
    PC1 > 13.61654
    PC19 > -0.3238951
    PC57 <= -0.6260763
    ->  class 1\|1  [0.904]

Rule 30/156: (28.9/2, lift 13.4)
    PC1 > 0.3860425
    PC2 > 0.1962901
    PC2 <= 2.5099
    PC12 <= 2.889639
    PC16 <= 0.4843179
    PC18 <= 0.1512169
    PC65 <= 0.7856241
    PC98 <= -0.0891184
    ->  class 1\|1  [0.903]

Rule 30/157: (23.3/1.7, lift 13.2)
    PC1 > -0.2019541
    PC1 <= 0.6984773
    PC2 <= 0.1962901
    PC3 > 0.09497605
    PC16 > -1.941889
    PC16 <= 0.4843179
    ->  class 1\|1  [0.892]

Rule 30/158: (23.7/1.9, lift 13.2)
    PC1 > 0.3860425
    PC2 > 0.1962901
    PC16 > -1.941889
    PC16 <= -1.470685
    PC18 <= 0.1512169
    PC57 > -1.721336
    PC65 <= 0.7856241
    ->  class 1\|1  [0.888]

Rule 30/159: (4.7, lift 12.6)
    PC1 <= -0.430681
    PC2 > -1.042482
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC89 > 0.5115027
    ->  class 1\|1  [0.851]

Rule 30/160: (111.1/17.5, lift 12.4)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= 1.26344
    PC22 > -2.091307
    PC22 <= 0.5648835
    PC26 > 0.08936542
    PC51 > -0.7567238
    PC65 > -0.6740059
    PC83 > -0.5257682
    ->  class 1\|1  [0.837]

Rule 30/161: (18.6/2.9, lift 12.0)
    PC2 <= 2.5099
    PC16 <= -1.941889
    PC51 > -0.730997
    PC55 > -0.8495878
    PC68 <= -1.754716
    ->  class 1\|1  [0.811]

Rule 30/162: (11.3/1.8, lift 11.7)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC16 > 0.4843179
    PC20 > 0.1123422
    PC43 > 0.2472673
    ->  class 1\|1  [0.789]

Rule 30/163: (230, lift 14.0)
    PC1 > 0.6984773
    PC2 <= 0.1962901
    PC3 > 0.09497605
    PC8 > -1.648218
    PC11 <= 5.04457
    PC16 > -1.941889
    PC16 <= 0.4843179
    PC18 <= 0.1512169
    PC25 > -0.702483
    PC93 <= 0.8448398
    ->  class 1\|2  [0.996]

Rule 30/164: (226.3/0.3, lift 14.0)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > 0.09497605
    PC8 <= 2.329999
    PC16 > 0.4843179
    PC20 <= 0.1123422
    PC34 > -0.649151
    PC43 > 0.2472673
    PC56 > -0.6145489
    PC82 > -0.7474867
    PC94 > -0.6227846
    ->  class 1\|2  [0.994]

Rule 30/165: (124.6, lift 14.0)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > 1.26344
    PC51 > -0.7567238
    ->  class 1\|2  [0.992]

Rule 30/166: (95.4, lift 14.0)
    PC1 > 7.579506
    PC3 <= 0.09497605
    PC6 > -2.689063
    PC8 > -3.76792
    PC18 <= 0.183934
    PC19 <= -1.432916
    ->  class 1\|2  [0.990]

Rule 30/167: (95.6, lift 14.0)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -0.8953013
    PC22 <= -2.091307
    PC51 > -0.7567238
    ->  class 1\|2  [0.990]

Rule 30/168: (75.5, lift 13.9)
    PC3 > 0.09497605
    PC14 <= 0.9507063
    PC16 > 0.4843179
    PC43 > -0.4297231
    PC43 <= 0.2472673
    PC100 > 0.552591
    ->  class 1\|2  [0.987]

Rule 30/169: (63.1, lift 13.9)
    PC5 > 12.1829
    PC88 <= -0.1014291
    ->  class 1\|2  [0.985]

Rule 30/170: (62, lift 13.9)
    PC1 > -0.430681
    PC11 > 5.04457
    PC16 <= 0.4843179
    PC50 <= -0.7474242
    ->  class 1\|2  [0.984]

Rule 30/171: (58.1, lift 13.9)
    PC1 > -0.430681
    PC8 <= -3.76792
    PC19 <= -1.527043
    PC21 > 1.464151
    ->  class 1\|2  [0.983]

Rule 30/172: (57.1, lift 13.9)
    PC2 > 2.5099
    PC3 > 1.640775
    PC3 <= 9.508333
    PC16 > -0.8953013
    PC80 > 0.4327551
    ->  class 1\|2  [0.983]

Rule 30/173: (52.7, lift 13.8)
    PC2 > 2.5099
    PC3 > 9.508333
    PC51 <= -0.7567238
    ->  class 1\|2  [0.982]

Rule 30/174: (51.7, lift 13.8)
    PC3 > 1.640775
    PC16 > -0.8953013
    PC22 > -2.091307
    PC22 <= 0.5648835
    PC51 > -0.7567238
    PC65 <= -0.6740059
    ->  class 1\|2  [0.981]

Rule 30/175: (44.7, lift 13.8)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC20 <= -1.295923
    PC36 > -0.03931172
    PC43 <= 0.2472673
    PC46 <= 0.6824624
    ->  class 1\|2  [0.979]

Rule 30/176: (139.2/1.9, lift 13.8)
    PC1 > -0.430681
    PC3 > 0.09497605
    PC8 > 2.329999
    PC12 <= 2.889639
    PC16 > 0.4843179
    PC96 > -1.630827
    ->  class 1\|2  [0.979]

Rule 30/177: (40.5, lift 13.8)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > 0.09497605
    PC12 <= 2.889639
    PC16 > 0.4843179
    PC20 > -1.295923
    PC42 > -0.07635855
    PC49 > 1.242221
    PC60 > -1.043131
    ->  class 1\|2  [0.976]

Rule 30/178: (44.2/0.3, lift 13.7)
    PC5 > 4.08293
    PC8 <= 2.329999
    PC16 > 0.4843179
    PC27 > -0.2936947
    PC43 <= 0.2472673
    ->  class 1\|2  [0.972]

Rule 30/179: (44.2/0.4, lift 13.7)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -0.8953013
    PC22 <= 0.5648835
    PC26 <= 0.08936542
    PC51 > -0.7567238
    ->  class 1\|2  [0.970]

Rule 30/180: (26.5, lift 13.6)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -0.8953013
    PC41 > 0.3686676
    ->  class 1\|2  [0.965]

Rule 30/181: (154.9/4.8, lift 13.6)
    PC1 > 0.3860425
    PC2 <= 2.5099
    PC3 > 0.09497605
    PC4 > -2.793473
    PC11 <= 5.04457
    PC16 > -1.470685
    PC16 <= 0.4843179
    PC18 <= 0.1512169
    PC25 > -0.702483
    PC57 > -1.721336
    PC98 > -0.0891184
    ->  class 1\|2  [0.963]

Rule 30/182: (23.8, lift 13.5)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -0.8953013
    PC51 > -0.7567238
    PC83 <= -0.5257682
    ->  class 1\|2  [0.961]

Rule 30/183: (20.3, lift 13.5)
    PC1 > -0.2019541
    PC3 > 0.09497605
    PC8 <= 2.329999
    PC16 > 0.4843179
    PC27 > -0.2936947
    PC60 <= -1.043131
    PC76 > -1.51478
    PC100 <= 0.552591
    ->  class 1\|2  [0.955]

Rule 30/184: (79.9/5.4, lift 13.0)
    PC1 > -0.430681
    PC3 > 0.09497605
    PC16 > 0.4843179
    PC43 > -0.4297231
    PC43 <= 0.2472673
    PC100 > 0.552591
    ->  class 1\|2  [0.922]

Rule 30/185: (7.4, lift 12.6)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC9 <= 0.4818569
    PC10 > 0.9532421
    PC16 <= -1.941889
    ->  class 1\|2  [0.894]

Rule 30/186: (171.2/17.4, lift 12.6)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > 0.09497605
    PC6 > -2.689063
    PC8 <= 2.329999
    PC16 > -1.941889
    PC27 <= -0.2936947
    PC100 <= 0.552591
    ->  class 1\|2  [0.894]

Rule 30/187: (67.7/8.5, lift 12.2)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > 0.09497605
    PC16 > -1.941889
    PC76 <= -1.51478
    ->  class 1\|2  [0.863]

Rule 30/188: (103.2/0.4, lift 14.2)
    PC1 > -0.430681
    PC3 > 0.09497605
    PC8 > -3.76792
    PC11 > 5.04457
    PC16 > -1.941889
    PC27 > -0.4267388
    PC50 > -0.7474242
    ->  class 1\|3  [0.986]

Rule 30/189: (65.5/4.7, lift 13.2)
    PC1 > -0.2019541
    PC3 > 0.09497605
    PC14 > 0.9507063
    PC16 > 0.4843179
    PC43 <= 0.2472673
    PC76 > -1.51478
    ->  class 1\|3  [0.916]

Rule 30/190: (337.3/36.3, lift 12.8)
    PC3 > 1.640775
    PC3 <= 9.508333
    PC16 > -0.8953013
    PC41 <= 0.3686676
    PC51 <= -0.7567238
    PC80 <= 0.4327551
    ->  class 1\|3  [0.890]

Rule 30/191: (40.6/11.3, lift 10.3)
    PC1 > 0.3860425
    PC3 > 0.09497605
    PC8 > -3.76792
    PC16 > -1.941889
    PC65 > 0.7856241
    ->  class 1\|3  [0.712]

Rule 30/192: (5265.9/4000.9, lift 3.5)
    PC1 > -0.430681
    PC2 <= 2.5099
    ->  class 1\|3  [0.240]

Rule 30/193: (149.3, lift 13.3)
    PC8 > 2.291764
    PC20 <= 0.006587008
    PC24 <= 0.5801044
    PC28 <= 0.164105
    PC58 <= 0.5553661
    PC68 > 1.268878
    ->  class 2\|0  [0.993]

Rule 30/194: (133.5/0.8, lift 13.2)
    PC8 > 2.291764
    PC10 <= -0.3836061
    PC11 > -0.9337804
    PC46 <= 1.189134
    PC70 <= 0.1279781
    ->  class 2\|0  [0.986]

Rule 30/195: (51.7, lift 13.1)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC18 > -0.4178842
    PC28 <= 0.164105
    PC37 > -0.5885177
    PC57 > 0.9984969
    PC98 > -0.7051479
    ->  class 2\|0  [0.981]

Rule 30/196: (106.5/2, lift 13.0)
    PC8 > 2.291764
    PC11 > -0.9337804
    PC21 > 2.422301
    PC28 <= 0.164105
    PC58 <= 0.5553661
    PC98 > -0.7051479
    ->  class 2\|0  [0.972]

Rule 30/197: (58.6/0.7, lift 13.0)
    PC1 <= -0.430681
    PC2 > -1.042482
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC19 <= -0.4013062
    ->  class 2\|0  [0.971]

Rule 30/198: (31.7, lift 13.0)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC18 > -0.4178842
    PC28 <= 0.164105
    PC33 <= -0.4734391
    PC98 > -0.7051479
    ->  class 2\|0  [0.970]

Rule 30/199: (155.7/4.7, lift 12.9)
    PC8 > 2.291764
    PC11 > -0.9337804
    PC14 > -1.757265
    PC18 > -0.4178842
    PC28 <= 0.164105
    PC46 <= 1.189134
    PC57 <= 0.9984969
    PC58 <= 0.5553661
    PC68 <= 1.268878
    PC90 > 0.41861
    PC98 > -0.7051479
    ->  class 2\|0  [0.964]

Rule 30/200: (20.1, lift 12.8)
    PC1 <= -0.430681
    PC2 > -1.456304
    PC2 <= -1.042482
    PC8 > 1.028192
    PC55 <= -0.4142127
    PC80 <= 1.353206
    ->  class 2\|0  [0.954]

Rule 30/201: (55/2.4, lift 12.6)
    PC1 > -0.430681
    PC1 <= 13.61654
    PC2 <= 2.5099
    PC6 <= -2.689063
    PC9 > -2.288806
    PC16 > -1.941889
    PC44 > 0.7039584
    ->  class 2\|0  [0.941]

Rule 30/202: (19.6/0.4, lift 12.5)
    PC8 > 2.291764
    PC11 > -0.9337804
    PC14 > -1.757265
    PC18 > -0.4178842
    PC24 <= 0.5801044
    PC46 <= 1.189134
    PC58 <= 0.5553661
    PC64 > 1.139164
    PC98 > -0.7051479
    ->  class 2\|0  [0.935]

Rule 30/203: (22.4/0.6, lift 12.5)
    PC8 > 2.291764
    PC46 > 1.189134
    PC94 <= -0.7367196
    ->  class 2\|0  [0.934]

Rule 30/204: (83.1/4.8, lift 12.5)
    PC1 <= -0.430681
    PC3 > -1.672862
    PC8 > -0.2273773
    PC12 > 2.326105
    PC31 > -1.454528
    PC62 <= -1.16203
    ->  class 2\|0  [0.932]

Rule 30/205: (113.8/7.1, lift 12.4)
    PC1 <= -0.430681
    PC8 > 5.900245
    PC18 > -0.4178842
    ->  class 2\|0  [0.930]

Rule 30/206: (12, lift 12.4)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC10 <= -0.2277466
    PC46 > 1.189134
    ->  class 2\|0  [0.928]

Rule 30/207: (27.1/2.2, lift 11.9)
    PC1 <= -0.430681
    PC2 > -1.042482
    PC2 <= 2.5099
    PC8 > 0.2769865
    PC37 > 0.4830137
    ->  class 2\|0  [0.892]

Rule 30/208: (140.1/14.8, lift 11.9)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC11 > -0.9337804
    PC18 > -0.4178842
    PC34 <= -0.5871384
    ->  class 2\|0  [0.889]

Rule 30/209: (70.1/7.2, lift 11.9)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC11 > -0.9337804
    PC18 > -0.4178842
    PC28 <= 0.164105
    PC37 <= -0.5885177
    PC46 <= 1.189134
    PC58 <= 0.5553661
    PC98 > -0.7051479
    ->  class 2\|0  [0.887]

Rule 30/210: (47.4/11.2, lift 10.1)
    PC1 > -0.2019541
    PC1 <= 7.579506
    PC3 <= 0.09497605
    PC5 > -4.521434
    PC6 > -2.689063
    PC8 > 0.05853367
    PC16 > -1.941889
    ->  class 2\|0  [0.752]

Rule 30/211: (2434.7/1370.9, lift 5.8)
    PC1 <= -0.2019541
    PC2 <= 2.5099
    PC8 > 0.08273966
    PC12 > -0.01246285
    PC18 <= 1.296624
    PC52 <= 0.1305215
    PC93 > -0.6013009
    ->  class 2\|0  [0.437]

Rule 30/212: (246.2/0.9, lift 10.3)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC10 > -0.3836061
    PC14 > -1.757265
    PC19 > -1.137905
    PC21 <= 2.422301
    PC31 <= 1.153592
    PC33 > -0.4734391
    PC37 > -0.5885177
    PC50 <= 0.3143737
    PC64 <= 1.139164
    PC68 <= 1.268878
    PC69 > -0.3990526
    PC90 <= 0.41861
    ->  class 2\|1  [0.993]

Rule 30/213: (90.5, lift 10.3)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC10 > -0.2277466
    PC24 <= 0.5801044
    PC46 > 1.189134
    PC94 > -0.7367196
    ->  class 2\|1  [0.989]

Rule 30/214: (83.8, lift 10.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC18 <= -0.4178842
    PC24 <= 0.5801044
    ->  class 2\|1  [0.988]

Rule 30/215: (65, lift 10.2)
    PC1 <= -0.430681
    PC8 > 1.028192
    PC20 > 0.1137367
    PC22 > -0.3717507
    ->  class 2\|1  [0.985]

Rule 30/216: (66.1, lift 10.2)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC11 <= -0.9337804
    ->  class 2\|1  [0.985]

Rule 30/217: (67.1, lift 10.2)
    PC1 <= -0.430681
    PC2 <= -1.042482
    PC3 > -0.8737761
    PC8 > -0.2273773
    PC8 <= 2.291764
    PC32 <= 0.9280327
    PC43 <= 0.3971044
    PC51 <= -0.1246421
    PC62 > -1.16203
    PC80 <= 0.3151838
    PC93 <= 0.5671196
    ->  class 2\|1  [0.985]

Rule 30/218: (52.2, lift 10.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 1.028192
    PC29 > 0.2722214
    PC55 > -0.4142127
    ->  class 2\|1  [0.982]

Rule 30/219: (54.4, lift 10.2)
    PC1 <= -0.430681
    PC2 > -1.042482
    PC2 <= 2.5099
    PC8 > 0.2769865
    PC8 <= 2.291764
    PC19 > -0.4013062
    PC37 <= 0.4830137
    ->  class 2\|1  [0.982]

Rule 30/220: (48.1/0.1, lift 10.2)
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC8 <= 1.028192
    PC12 > -2.385609
    PC48 > 0.6791302
    ->  class 2\|1  [0.978]

Rule 30/221: (43.2, lift 10.2)
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC8 <= 1.028192
    PC12 > -2.385609
    PC21 > 1.707683
    PC31 > -1.454528
    PC43 <= 0.3971044
    ->  class 2\|1  [0.978]

Rule 30/222: (83.7/0.9, lift 10.2)
    PC1 <= -0.430681
    PC8 > 1.028192
    PC15 <= 1.704569
    PC20 > 0.1137367
    PC55 > -0.4142127
    PC77 > -0.04406476
    ->  class 2\|1  [0.978]

Rule 30/223: (208.7/3.7, lift 10.2)
    PC1 <= -0.430681
    PC8 > 2.321357
    PC10 > -0.3836061
    PC14 > -1.757265
    PC19 > -1.970946
    PC21 <= 2.422301
    PC31 <= 1.153592
    PC33 > -0.4734391
    PC37 > -0.5885177
    PC46 <= 1.189134
    PC50 <= 0.3143737
    PC57 <= 0.9984969
    PC64 <= 1.139164
    PC68 <= 1.268878
    PC80 <= 0.5707641
    PC90 <= 0.41861
    PC93 <= 0.1377287
    ->  class 2\|1  [0.978]

Rule 30/224: (40, lift 10.1)
    PC1 <= -0.430681
    PC8 > 1.028192
    PC17 > 0.5254614
    PC20 > 0.1137367
    PC31 > -1.454528
    ->  class 2\|1  [0.976]

Rule 30/225: (94.9/1.3, lift 10.1)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC31 > -1.454528
    PC62 > -1.16203
    PC80 > 1.353206
    ->  class 2\|1  [0.976]

Rule 30/226: (38.1, lift 10.1)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC8 <= 1.028192
    PC12 > -2.385609
    PC80 <= 0.3151838
    PC88 <= -0.2707545
    PC93 <= 0.5671196
    ->  class 2\|1  [0.975]

Rule 30/227: (138.3/3, lift 10.1)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC8 <= 5.900245
    PC24 <= 0.5801044
    PC34 > -0.5871384
    PC58 > 0.5553661
    ->  class 2\|1  [0.971]

Rule 30/228: (80.9/1.7, lift 10.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC8 <= 2.291764
    PC12 > -2.385609
    PC30 > 0.3854064
    PC62 > -1.16203
    PC80 <= 0.3151838
    PC93 <= 0.5671196
    ->  class 2\|1  [0.968]

Rule 30/229: (45.6/0.5, lift 10.1)
    PC1 <= -0.430681
    PC8 > 1.028192
    PC20 > 0.1137367
    PC35 <= -0.3021385
    PC55 > -0.4142127
    ->  class 2\|1  [0.968]

Rule 30/230: (28.6, lift 10.0)
    PC1 <= -0.430681
    PC2 > -1.916896
    PC2 <= -1.042482
    PC8 > -0.2273773
    PC8 <= 2.291764
    PC12 > -2.385609
    PC21 <= 1.707683
    PC32 <= 0.9280327
    PC80 <= 0.3151838
    PC93 <= 0.5671196
    PC97 > -0.1657614
    ->  class 2\|1  [0.967]

Rule 30/231: (121.5/3.2, lift 10.0)
    PC1 <= -0.430681
    PC2 <= -1.456304
    PC8 > 1.028192
    PC8 <= 2.291764
    PC19 > -2.124107
    PC31 > -1.454528
    PC55 <= -0.4142127
    PC62 > -1.16203
    ->  class 2\|1  [0.966]

Rule 30/232: (26.6, lift 10.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC11 > -0.9337804
    PC28 > 0.164105
    PC46 <= 1.189134
    ->  class 2\|1  [0.965]

Rule 30/233: (48.8/0.8, lift 10.0)
    PC1 > -0.430681
    PC1 <= 13.61654
    PC6 <= -2.689063
    PC8 > -3.76792
    PC9 <= -2.288806
    PC44 > 0.7039584
    ->  class 2\|1  [0.965]

Rule 30/234: (62.8/1.6, lift 10.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.768354
    PC28 <= -0.2656237
    ->  class 2\|1  [0.961]

Rule 30/235: (22.5, lift 10.0)
    PC2 <= 2.5099
    PC8 <= -0.2273773
    PC27 > -0.7525519
    PC45 > 0.2986732
    PC47 > -0.7832964
    PC55 > -0.7659631
    PC87 <= -0.8287594
    ->  class 2\|1  [0.959]

Rule 30/236: (21.6, lift 9.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC3 > -0.8737761
    PC8 > -0.2273773
    PC8 <= 2.291764
    PC12 > -2.385609
    PC34 > 0.6300202
    PC43 <= 0.3971044
    PC62 > -1.16203
    PC97 <= -0.1657614
    ->  class 2\|1  [0.958]

Rule 30/237: (21.6, lift 9.9)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC98 <= -0.7051479
    ->  class 2\|1  [0.958]

Rule 30/238: (21.4, lift 9.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC15 <= 2.593376
    PC27 <= -0.7525519
    PC33 > 0.5123013
    ->  class 2\|1  [0.957]

Rule 30/239: (116.4/4.3, lift 9.9)
    PC2 <= -1.042482
    PC3 > -0.8737761
    PC8 > -0.2273773
    PC8 <= 2.291764
    PC12 > -2.385609
    PC21 <= 1.707683
    PC31 > -1.454528
    PC43 <= 0.3971044
    PC45 <= 0.06531216
    PC51 > -0.1246421
    PC80 <= 0.3151838
    PC97 > -0.1657614
    ->  class 2\|1  [0.955]

Rule 30/240: (54.8/2.3, lift 9.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC8 <= 2.291764
    PC12 <= 2.326105
    PC16 <= 0.7509612
    PC56 > -0.9037314
    PC62 <= -1.16203
    PC98 > -0.1824706
    ->  class 2\|1  [0.942]

Rule 30/241: (46.6/2, lift 9.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC8 <= 1.028192
    PC31 > -1.454528
    PC32 > 0.9280327
    PC43 <= 0.3971044
    PC93 <= 0.5671196
    ->  class 2\|1  [0.938]

Rule 30/242: (12.5, lift 9.7)
    PC1 <= -0.430681
    PC8 > -0.2273773
    PC15 > 2.079904
    PC19 <= -1.970946
    ->  class 2\|1  [0.931]

Rule 30/243: (21.9/0.6, lift 9.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.768354
    PC12 > 5.797242
    ->  class 2\|1  [0.931]

Rule 30/244: (12.5, lift 9.7)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC20 > 0.006587008
    PC68 > 1.268878
    ->  class 2\|1  [0.931]

Rule 30/245: (10.8, lift 9.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC3 > -0.8737761
    PC8 > -0.2273773
    PC8 <= 1.028192
    PC12 > -2.385609
    PC62 > -1.16203
    PC72 > 0.7188864
    PC80 <= 0.3151838
    ->  class 2\|1  [0.922]

Rule 30/246: (275.2/28, lift 9.3)
    PC1 <= -0.430681
    PC2 <= -1.042482
    PC8 > 1.028192
    PC8 <= 2.291764
    PC20 <= 0.1137367
    PC55 > -0.4142127
    PC58 > -0.586275
    PC62 > -1.16203
    ->  class 2\|1  [0.896]

Rule 30/247: (5.6, lift 9.0)
    PC1 <= -0.430681
    PC8 > -0.2273773
    PC19 <= -1.970946
    PC97 <= -0.2833087
    ->  class 2\|1  [0.868]

Rule 30/248: (23.4/2.7, lift 8.9)
    PC1 > -0.430681
    PC1 <= -0.2019541
    PC2 <= 2.5099
    PC8 > 0.08273966
    PC12 > -0.01246285
    PC87 <= -0.2863108
    ->  class 2\|1  [0.855]

Rule 30/249: (47.8/9.2, lift 8.3)
    PC1 <= -2.780294
    PC3 > -0.8737761
    PC8 > -0.2273773
    PC8 <= 1.028192
    PC12 > -2.385609
    PC45 > 0.06531216
    PC62 > -1.16203
    PC80 <= 0.3151838
    PC93 <= 0.5671196
    PC97 > -0.1657614
    ->  class 2\|1  [0.796]

Rule 30/250: (2.9, lift 8.3)
    PC8 > 2.291764
    PC10 <= -0.3836061
    PC70 > 0.1279781
    ->  class 2\|1  [0.794]

Rule 30/251: (19.1/4.8, lift 7.5)
    PC2 <= 2.5099
    PC8 > -2.768354
    PC8 <= -0.2273773
    PC47 > -0.7832964
    PC55 <= -0.7659631
    PC88 > 0.5739583
    ->  class 2\|1  [0.723]

Rule 30/252: (79.5/25.1, lift 7.1)
    PC1 <= -0.430681
    PC2 <= -1.042482
    PC8 > -0.2273773
    PC8 <= 2.291764
    PC12 > -2.385609
    PC22 <= -0.2551017
    PC43 > 0.3971044
    PC62 > -1.16203
    ->  class 2\|1  [0.679]

Rule 30/253: (225/88.2, lift 6.3)
    PC2 <= -8.389791
    PC8 > -2.768354
    ->  class 2\|1  [0.607]

Rule 30/254: (117.6/0.2, lift 11.2)
    PC1 <= -0.430681
    PC2 <= -1.042482
    PC3 > -1.672862
    PC8 > -0.2273773
    PC8 <= 1.028192
    PC21 <= 1.707683
    PC32 <= 0.9280327
    PC34 <= 0.7806028
    PC48 <= 0.6791302
    PC80 > 0.3151838
    PC80 <= 1.353206
    ->  class 2\|2  [0.990]

Rule 30/255: (89.9, lift 11.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC3 > -1.672862
    PC3 <= -0.8737761
    PC8 > -0.2273773
    PC8 <= 1.028192
    PC30 <= 0.3854064
    PC43 <= 0.3971044
    PC88 > -0.2707545
    ->  class 2\|2  [0.989]

Rule 30/256: (63, lift 11.1)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC8 <= 1.028192
    PC31 > -1.454528
    PC34 <= 0.7806028
    PC48 <= 0.6791302
    PC62 > -1.16203
    PC80 <= 1.353206
    PC93 > 0.5671196
    ->  class 2\|2  [0.985]

Rule 30/257: (158.2/1.5, lift 11.1)
    PC1 > -2.780294
    PC1 <= -0.430681
    PC2 <= -1.916896
    PC8 > -0.2273773
    PC8 <= 0.9682865
    PC21 <= 1.707683
    PC32 <= 0.9280327
    PC34 <= 0.7806028
    PC43 <= 0.3971044
    PC45 > 0.06531216
    PC48 <= 0.6791302
    PC51 > -0.1246421
    PC62 > -1.16203
    PC72 <= 0.7188864
    PC98 <= 0.4827548
    ->  class 2\|2  [0.984]

Rule 30/258: (57.7, lift 11.1)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC7 <= 0.8559374
    PC8 > -2.369047
    PC22 <= -1.850191
    PC24 <= 1.049859
    PC27 <= 0.4598319
    PC40 <= 0.3605926
    ->  class 2\|2  [0.983]

Rule 30/259: (89.2/1.1, lift 11.1)
    PC1 <= -0.430681
    PC2 <= -1.042482
    PC8 > -0.2273773
    PC8 <= 1.028192
    PC32 <= 0.9280327
    PC34 <= 0.6300202
    PC43 <= 0.3971044
    PC48 <= 0.6791302
    PC51 > -0.1246421
    PC88 > -0.2707545
    PC97 <= -0.1657614
    ->  class 2\|2  [0.977]

Rule 30/260: (15.5, lift 10.7)
    PC2 <= 2.5099
    PC8 <= -2.768354
    PC17 <= 0.5084144
    PC27 <= -0.3145052
    PC30 <= -0.0665295
    ->  class 2\|2  [0.942]

Rule 30/261: (14.4, lift 10.6)
    PC1 > -0.2019541
    PC1 <= 7.579506
    PC3 <= 0.09497605
    PC8 > -3.76792
    PC16 > -1.941889
    PC19 > -1.677214
    PC64 > 0.8336024
    PC85 > -0.936726
    ->  class 2\|2  [0.939]

Rule 30/262: (31.5/1.1, lift 10.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC22 <= -2.416091
    PC46 > 0.413817
    ->  class 2\|2  [0.937]

Rule 30/263: (25.4/0.8, lift 10.5)
    PC1 > -0.430681
    PC1 <= 7.579506
    PC2 <= 2.5099
    PC8 > -3.76792
    PC8 <= 0.05853367
    PC19 > -1.677214
    PC85 <= -0.936726
    ->  class 2\|2  [0.933]

Rule 30/264: (13.2/0.1, lift 10.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.768354
    PC15 > 0.7029004
    PC21 > -0.2984731
    PC28 <= -0.09354965
    PC47 <= -0.7832964
    PC52 > -0.5322178
    ->  class 2\|2  [0.927]

Rule 30/265: (10.8, lift 10.4)
    PC2 <= -1.042482
    PC3 > -1.672862
    PC8 > 1.028192
    PC8 <= 2.291764
    PC20 <= 0.1137367
    PC34 <= 0.7806028
    PC55 > -0.4142127
    PC58 <= -0.586275
    PC62 > -1.16203
    ->  class 2\|2  [0.922]

Rule 30/266: (132.2/10, lift 10.4)
    PC1 <= -0.430681
    PC3 > -1.672862
    PC8 > 1.028192
    PC8 <= 2.291764
    PC17 <= 0.5254614
    PC20 > 0.1137367
    PC22 <= -0.3717507
    PC29 <= 0.2722214
    PC32 <= 0.952516
    PC35 > -0.3021385
    PC62 > -1.16203
    PC77 <= -0.04406476
    ->  class 2\|2  [0.918]

Rule 30/267: (12.5/0.3, lift 10.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC12 <= 2.326105
    PC16 > 0.7509612
    PC62 <= -1.16203
    ->  class 2\|2  [0.909]

Rule 30/268: (17.9/0.8, lift 10.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.768354
    PC28 > -0.2656237
    PC47 <= -0.7832964
    PC52 <= -0.5322178
    ->  class 2\|2  [0.909]

Rule 30/269: (8.9, lift 10.3)
    PC2 <= 2.5099
    PC8 <= -2.768354
    PC27 <= -0.3145052
    PC43 <= -0.9344504
    PC72 <= 0.6385883
    ->  class 2\|2  [0.908]

Rule 30/270: (7.6, lift 10.1)
    PC8 <= -2.768354
    PC27 <= -0.3145052
    PC44 <= 0.8050624
    PC46 <= 0.413817
    PC72 > 0.6385883
    ->  class 2\|2  [0.896]

Rule 30/271: (6, lift 9.9)
    PC1 <= -0.430681
    PC3 > -1.672862
    PC8 > 1.028192
    PC15 > 1.704569
    PC20 > 0.1137367
    PC77 > -0.04406476
    ->  class 2\|2  [0.876]

Rule 30/272: (61.6/6.9, lift 9.9)
    PC1 <= -0.430681
    PC2 > -8.389791
    PC2 <= 2.5099
    PC8 > -2.768354
    PC8 <= -0.2273773
    PC12 <= 5.797242
    PC40 <= -1.119929
    PC47 > -0.7832964
    ->  class 2\|2  [0.876]

Rule 30/273: (9.2/2.4, lift 7.9)
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC8 <= 2.291764
    PC56 <= -0.9037314
    PC62 <= -1.16203
    ->  class 2\|2  [0.699]

Rule 30/274: (57.8/17, lift 7.9)
    PC1 <= -0.430681
    PC2 > -8.389791
    PC2 <= 2.5099
    PC8 > -2.768354
    PC8 <= -0.2273773
    PC15 <= 2.593376
    PC27 <= -0.7525519
    ->  class 2\|2  [0.699]

Rule 30/275: (30.3/8.8, lift 7.9)
    PC1 > -0.2019541
    PC1 <= 13.61654
    PC2 <= 2.5099
    PC6 <= -2.689063
    PC44 <= 0.7039584
    ->  class 2\|2  [0.696]

Rule 30/276: (86.3/26.7, lift 7.8)
    PC8 > -2.768354
    PC8 <= -0.2273773
    PC15 > 0.7029004
    PC21 > -0.2984731
    PC43 <= -0.8707211
    PC52 > -0.5322178
    ->  class 2\|2  [0.686]

Rule 30/277: (43.1/15.5, lift 7.2)
    PC1 <= -0.430681
    PC8 <= -2.768354
    PC46 > 0.413817
    PC78 > 0.1053846
    ->  class 2\|2  [0.635]

Rule 30/278: (48.9/21.7, lift 6.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2620367
    PC8 <= -0.2273773
    ->  class 2\|2  [0.553]

Rule 30/279: (6275.7/4733, lift 2.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC47 > -0.7832964
    ->  class 2\|2  [0.246]

Rule 30/280: (156.5/0.5, lift 8.8)
    PC1 <= -0.430681
    PC2 > -8.389791
    PC8 > -2.768354
    PC8 <= -0.4620075
    PC18 <= 0.6252559
    PC22 > -1.850191
    PC24 <= 0.8950481
    PC27 > -0.7525519
    PC33 > -0.4261912
    PC40 <= 0.3605926
    PC46 <= 0.6930847
    PC47 > -0.3735941
    PC52 > -0.0394192
    PC58 <= 0.4554129
    PC62 <= 0.8142516
    PC63 <= 0.1522657
    PC68 > -2.029815
    PC93 <= 2.000169
    ->  class 2\|3  [0.991]

Rule 30/281: (222.4/2, lift 8.8)
    PC1 <= -0.430681
    PC7 <= 0.8559374
    PC8 > -2.369047
    PC8 <= -0.4620075
    PC11 <= 4.365633
    PC18 <= 0.6252559
    PC22 > -1.850191
    PC24 <= 0.8950481
    PC27 > -0.7525519
    PC29 <= 0.2771966
    PC33 > -0.4261912
    PC46 <= 0.6930847
    PC47 > -0.7832964
    PC52 > -0.0394192
    PC61 <= 1.562268
    PC62 <= 0.8142516
    PC63 <= 0.07209551
    PC68 > -2.029815
    PC83 > -0.3826493
    PC93 <= 2.000169
    ->  class 2\|3  [0.987]

Rule 30/282: (75, lift 8.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -0.2273773
    PC28 > -0.2656237
    PC29 <= 0.2771966
    PC46 <= 0.6930847
    PC52 <= -0.0394192
    PC58 <= 0.4554129
    PC63 <= 0.1522657
    PC72 <= -0.2706168
    PC91 > -0.6958001
    ->  class 2\|3  [0.987]

Rule 30/283: (70.6, lift 8.8)
    PC1 <= -0.430681
    PC2 > -8.389791
    PC8 > -2.768354
    PC8 <= -0.2273773
    PC11 <= 4.365633
    PC42 <= 1.802411
    PC46 <= 0.6930847
    PC58 <= 0.4554129
    PC62 <= 0.8142516
    PC67 <= -0.385766
    PC72 > -0.2706168
    PC91 > -0.6958001
    ->  class 2\|3  [0.986]

Rule 30/284: (170.9/1.8, lift 8.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -0.4840725
    PC11 > -2.459175
    PC12 <= 5.797242
    PC19 > -3.372376
    PC27 > -0.7525519
    PC28 > -0.2656237
    PC29 > -0.3083687
    PC35 > -3.448389
    PC47 > -0.7832964
    PC55 <= -0.7659631
    PC88 <= 0.5739583
    ->  class 2\|3  [0.984]

Rule 30/285: (133.1/1.6, lift 8.7)
    PC1 > -0.2019541
    PC2 <= 2.5099
    PC8 <= -3.76792
    PC19 > -1.527043
    PC35 > -1.000107
    PC57 <= 0.2332344
    PC61 <= 1.131182
    PC79 > -0.4769921
    ->  class 2\|3  [0.981]

Rule 30/286: (61.2/0.3, lift 8.7)
    PC1 > -0.2019541
    PC1 <= 7.579506
    PC3 <= 0.09497605
    PC6 > -2.689063
    PC8 > -3.76792
    PC8 <= 0.05853367
    PC16 > -1.941889
    PC19 > -1.677214
    PC64 <= 0.8336024
    PC67 > -0.4050675
    PC85 > -0.936726
    ->  class 2\|3  [0.979]

Rule 30/287: (186.1/3.1, lift 8.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC7 <= 0.8559374
    PC8 > -2.768354
    PC8 <= -0.2273773
    PC11 <= 4.365633
    PC19 > -3.372376
    PC40 > 0.3605926
    PC42 <= 1.802411
    PC62 <= 0.8142516
    PC63 <= 0.1522657
    PC91 > -0.6958001
    ->  class 2\|3  [0.978]

Rule 30/288: (42.6, lift 8.7)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC8 <= -3.76792
    PC19 > -1.527043
    PC20 > -0.08327746
    ->  class 2\|3  [0.978]

Rule 30/289: (42.3, lift 8.7)
    PC2 > -8.389791
    PC7 <= 0.8559374
    PC9 <= -3.287179
    PC11 <= 4.365633
    PC27 > -0.7525519
    PC28 > -0.1636963
    PC47 > -0.7832964
    PC56 > -1.054881
    PC58 <= 0.4554129
    PC67 <= 0.2417747
    ->  class 2\|3  [0.977]

Rule 30/290: (39.1, lift 8.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.768354
    PC8 <= -0.2273773
    PC11 <= 4.365633
    PC19 > -3.372376
    PC29 <= 0.2771966
    PC52 <= -0.0394192
    PC58 <= 0.4554129
    PC62 <= 0.8142516
    PC64 <= -0.4472508
    PC91 > -0.6958001
    ->  class 2\|3  [0.976]

Rule 30/291: (35.9, lift 8.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.768354
    PC8 <= -0.2273773
    PC11 <= 4.365633
    PC29 <= 0.2771966
    PC42 <= 1.802411
    PC56 <= -1.054881
    ->  class 2\|3  [0.974]

Rule 30/292: (69.9/1.1, lift 8.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.768354
    PC8 <= -0.2273773
    PC11 <= 4.365633
    PC27 > 0.4598319
    PC28 > -0.2656237
    PC42 <= 1.802411
    PC46 <= 0.6930847
    ->  class 2\|3  [0.971]

Rule 30/293: (29.4, lift 8.6)
    PC2 <= 2.5099
    PC8 > -2.768354
    PC8 <= -0.2273773
    PC11 <= 4.365633
    PC19 > -3.372376
    PC47 > -0.7832964
    PC63 <= 0.1522657
    PC68 > 2.303221
    ->  class 2\|3  [0.965]

Rule 30/294: (26.1, lift 8.6)
    PC1 > -0.430681
    PC1 <= -0.2019541
    PC2 <= 2.5099
    PC8 <= 0.08273966
    PC91 > -0.02177604
    ->  class 2\|3  [0.964]

Rule 30/295: (22.5, lift 8.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC3 > -1.672862
    PC8 > -0.2273773
    PC8 <= 1.028192
    PC12 > -2.385609
    PC22 > -0.2551017
    PC34 <= 0.7806028
    PC43 > 0.3971044
    PC80 <= 1.353206
    ->  class 2\|3  [0.959]

Rule 30/296: (54.3/1.6, lift 8.5)
    PC1 <= -0.430681
    PC8 > -2.768354
    PC8 <= -0.2273773
    PC19 <= -3.372376
    PC40 > -1.119929
    PC73 <= 0.2751132
    ->  class 2\|3  [0.953]

Rule 30/297: (26.2/0.4, lift 8.5)
    PC2 <= 2.5099
    PC8 > -2.768354
    PC8 <= -0.2273773
    PC11 <= 4.365633
    PC12 <= 5.797242
    PC19 > -3.372376
    PC27 <= 0.4598319
    PC28 > -0.2656237
    PC37 > 0.5637
    PC42 <= 1.802411
    PC63 > 0.1522657
    ->  class 2\|3  [0.951]

Rule 30/298: (152.5/7.1, lift 8.4)
    PC2 <= 2.5099
    PC8 > -2.768354
    PC8 <= -2.369047
    PC11 <= 4.365633
    PC19 > -3.372376
    PC24 <= 1.049859
    PC29 <= 0.2771966
    PC42 <= 1.802411
    PC46 <= 0.6930847
    PC47 > -0.7832964
    PC63 <= 0.1522657
    ->  class 2\|3  [0.948]

Rule 30/299: (124.3/5.8, lift 8.4)
    PC2 <= 2.5099
    PC8 <= -2.768354
    PC27 > -0.1066898
    PC44 <= 0.8050624
    PC45 > 0.1011119
    PC49 <= 0.1880441
    ->  class 2\|3  [0.946]

Rule 30/300: (16.4, lift 8.4)
    PC2 <= 2.5099
    PC8 > -2.768354
    PC8 <= -0.2273773
    PC11 <= 4.365633
    PC21 > 1.712082
    PC55 > -0.7659631
    PC63 > 0.1522657
    ->  class 2\|3  [0.946]

Rule 30/301: (12.6, lift 8.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC4 > 0.07617891
    PC7 <= -0.06265616
    PC46 > 0.6930847
    PC47 > -0.7832964
    ->  class 2\|3  [0.932]

Rule 30/302: (17.2/0.6, lift 8.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -0.2273773
    PC11 <= 4.365633
    PC12 <= 5.797242
    PC24 <= 1.049859
    PC46 <= 0.6930847
    PC63 > 0.1522657
    PC81 <= -0.6532893
    ->  class 2\|3  [0.916]

Rule 30/303: (101/9.9, lift 8.0)
    PC1 <= -0.430681
    PC8 <= -2.768354
    PC31 > 1.505346
    ->  class 2\|3  [0.895]

Rule 30/304: (5.5, lift 7.7)
    PC1 > -0.430681
    PC8 <= -3.76792
    PC19 <= -1.527043
    PC21 <= 1.464151
    ->  class 2\|3  [0.867]

Rule 30/305: (20.5/2.5, lift 7.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC3 > -1.672862
    PC8 > -0.2273773
    PC8 <= 2.291764
    PC12 <= 2.326105
    PC16 <= 0.7509612
    PC56 > -0.9037314
    PC62 <= -1.16203
    PC98 <= -0.1824706
    ->  class 2\|3  [0.846]

Rule 30/306: (5.8/0.2, lift 7.5)
    PC2 <= 2.5099
    PC8 > -2.768354
    PC8 <= -0.2273773
    PC15 > 2.593376
    PC27 <= -0.7525519
    ->  class 2\|3  [0.846]

Rule 30/307: (64.7/12.4, lift 7.1)
    PC2 <= 2.5099
    PC7 <= -0.06265616
    PC8 <= -0.2273773
    PC29 <= -0.2076972
    PC46 > 0.6930847
    PC47 > -0.7832964
    PC55 > -0.7659631
    ->  class 2\|3  [0.799]

Rule 30/308: (21.6/5, lift 6.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC7 > -0.06265616
    PC8 <= -0.2273773
    PC45 <= 0.2986732
    PC46 > 0.6930847
    PC47 > -0.7832964
    ->  class 2\|3  [0.747]

Rule 30/309: (1672.2/718.6, lift 5.1)
    PC1 <= -0.430681
    PC8 <= -2.768354
    ->  class 2\|3  [0.570]

Rule 30/310: (12226.4/9989.1, lift 1.6)
    PC2 <= 2.5099
    ->  class 2\|3  [0.183]

Rule 30/311: (191.5/2.1, lift 22.7)
    PC8 <= -2.768354
    PC31 <= 1.505346
    PC42 > 0.05914678
    PC44 > 0.8050624
    PC46 <= 0.413817
    PC79 <= 0.3171894
    ->  class 2\|4  [0.984]

Rule 30/312: (48, lift 22.7)
    PC8 <= -2.768354
    PC15 > -0.002476511
    PC19 <= -2.56997
    PC46 <= 0.413817
    ->  class 2\|4  [0.980]

Rule 30/313: (37.6, lift 22.5)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC8 <= -3.76792
    PC19 > -1.527043
    PC57 > 0.2332344
    ->  class 2\|4  [0.975]

Rule 30/314: (49.8/0.4, lift 22.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -0.2273773
    PC15 <= 0.7029004
    PC27 > -0.7525519
    PC47 <= -0.7832964
    PC52 > -0.5322178
    ->  class 2\|4  [0.974]

Rule 30/315: (68/1.1, lift 22.4)
    PC1 > -0.2019541
    PC2 <= 2.5099
    PC8 <= -3.76792
    PC20 <= -0.08327746
    PC79 <= -0.4769921
    ->  class 2\|4  [0.971]

Rule 30/316: (340.3/9.2, lift 22.4)
    PC1 <= -0.430681
    PC8 <= -2.768354
    PC15 <= -0.002476511
    PC27 > -0.1066898
    PC27 <= 0.3932786
    PC35 <= 1.989469
    PC41 <= -0.1212642
    PC45 <= 0.1011119
    PC46 <= 0.413817
    PC49 <= 0.1880441
    PC53 <= 1.089416
    PC62 <= 0.7295504
    PC67 <= 0.5256912
    PC76 <= 0.5425289
    PC81 > -0.4506286
    PC82 <= 0.1349488
    PC99 > -0.9216796
    ->  class 2\|4  [0.970]

Rule 30/317: (130.3/2.9, lift 22.4)
    PC8 <= -2.768354
    PC12 > 0.9792572
    PC15 <= -0.002476511
    PC27 > -0.1066898
    PC41 <= -0.1212642
    PC45 <= 0.1011119
    PC53 <= 1.089416
    PC62 <= 0.7295504
    PC67 <= 0.5256912
    PC93 <= 0.4297585
    PC99 > -0.9216796
    ->  class 2\|4  [0.970]

Rule 30/318: (26.3, lift 22.3)
    PC1 > -0.430681
    PC8 <= -3.76792
    PC19 > -1.527043
    PC35 <= -1.000107
    ->  class 2\|4  [0.965]

Rule 30/319: (113.4/4.8, lift 21.9)
    PC2 <= 2.5099
    PC8 <= -2.768354
    PC44 > 0.8050624
    PC46 <= 0.413817
    PC68 > 0.6257218
    PC79 <= 0.3171894
    PC94 <= 0.54984
    ->  class 2\|4  [0.950]

Rule 30/320: (35/1.1, lift 21.8)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 <= 0.09497605
    PC6 > -2.689063
    PC8 <= 0.05853367
    PC19 > -1.677214
    PC67 <= -0.4050675
    ->  class 2\|4  [0.944]

Rule 30/321: (27.5/0.7, lift 21.8)
    PC8 <= -2.768354
    PC15 <= -0.002476511
    PC27 > -0.3145052
    PC27 <= -0.1066898
    PC62 <= -0.6134102
    PC82 <= 0.1349488
    PC93 <= 0.4297585
    ->  class 2\|4  [0.943]

Rule 30/322: (50.9/2.2, lift 21.7)
    PC1 <= -0.430681
    PC8 <= -2.768354
    PC15 <= -0.002476511
    PC27 > -0.3145052
    PC46 <= 0.413817
    PC55 <= -0.6800719
    PC82 <= 0.1349488
    PC93 <= 0.4297585
    ->  class 2\|4  [0.939]

Rule 30/323: (23.5/0.6, lift 21.6)
    PC1 <= -0.430681
    PC8 > -2.768354
    PC8 <= -0.2273773
    PC19 <= -3.372376
    PC73 > 0.2751132
    ->  class 2\|4  [0.936]

Rule 30/324: (11.9, lift 21.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -0.2273773
    PC28 <= -0.4714561
    PC46 <= 0.413817
    ->  class 2\|4  [0.926]

Rule 30/325: (40.4/2.7, lift 21.1)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC8 <= -3.76792
    PC19 > -1.527043
    PC61 > 1.131182
    ->  class 2\|4  [0.912]

Rule 30/326: (48.3/3.7, lift 21.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.768354
    PC8 <= -0.2273773
    PC21 <= -0.2984731
    PC31 <= 0.559806
    PC47 <= -0.7832964
    ->  class 2\|4  [0.907]

Rule 30/327: (17.4/0.9, lift 20.8)
    PC1 <= -0.430681
    PC8 <= -2.768354
    PC17 > 0.5084144
    PC27 <= -0.3145052
    PC46 <= 0.413817
    ->  class 2\|4  [0.900]

Rule 30/328: (8.5/1.5, lift 17.6)
    PC1 <= -0.430681
    PC8 <= -2.768354
    PC44 <= 0.8050624
    PC46 <= 0.413817
    PC100 > 2.774734
    ->  class 2\|4  [0.763]

Default class: 2\|3

-----  Trial 31:  -----

Rules:

Rule 31/1: (68.3, lift 17.0)
    PC6 > 0.1341214
    PC18 > 1.22673
    PC31 <= 0.2288088
    PC99 > -0.4938342
    ->  class 0\|0  [0.986]

Rule 31/2: (43.1, lift 16.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 6.717022
    PC15 > -0.6612474
    PC18 > -0.3695138
    PC21 <= 0.4791392
    PC26 <= 0.6085084
    PC66 > -3.106783
    PC71 <= -1.089953
    ->  class 0\|0  [0.978]

Rule 31/3: (25.6, lift 16.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 6.717022
    PC15 > -0.6612474
    PC18 > -0.3695138
    PC60 <= -1.92327
    ->  class 0\|0  [0.964]

Rule 31/4: (26.2, lift 16.6)
    PC2 > 2.5099
    PC5 <= 2.234459
    PC18 > -0.3695138
    PC21 <= 0.4791392
    PC26 <= 0.6085084
    PC35 > 0.4428198
    PC43 <= -1.130921
    ->  class 0\|0  [0.964]

Rule 31/5: (34.3/0.3, lift 16.6)
    PC2 > 2.5099
    PC5 <= 2.234459
    PC13 <= 6.717022
    PC14 > 2.327492
    ->  class 0\|0  [0.964]

Rule 31/6: (55.8/1.9, lift 16.4)
    PC5 <= 2.234459
    PC13 <= 6.717022
    PC15 > -0.6612474
    PC18 > 1.22673
    PC21 <= 0.4791392
    PC26 <= 0.6085084
    PC66 > -3.106783
    PC100 <= -0.7429636
    ->  class 0\|0  [0.949]

Rule 31/7: (59.1/2.1, lift 16.4)
    PC2 > 2.5099
    PC5 <= 2.234459
    PC13 <= 6.717022
    PC15 > -0.6612474
    PC18 > 1.22673
    PC21 > 0.4791392
    ->  class 0\|0  [0.949]

Rule 31/8: (12.5, lift 16.0)
    PC2 > 2.5099
    PC5 <= 2.234459
    PC13 <= 6.717022
    PC14 > -0.7230113
    PC18 > 1.22673
    PC26 > 0.6085084
    PC79 <= -2.182701
    ->  class 0\|0  [0.931]

Rule 31/9: (7.9, lift 15.5)
    PC18 > -0.3695138
    PC20 > 4.791862
    PC25 > 0.3170353
    PC26 <= 0.6085084
    PC59 > -1.971723
    PC63 > -0.6654019
    PC86 <= 0.399078
    ->  class 0\|0  [0.899]

Rule 31/10: (15.6/1.1, lift 15.2)
    PC13 > 6.717022
    PC18 > 3.543752
    PC31 > 0.1441531
    PC50 > -0.2478594
    ->  class 0\|0  [0.882]

Rule 31/11: (5.3, lift 14.9)
    PC5 > 2.234459
    PC15 > -0.6612474
    PC18 > -0.3695138
    PC24 > 4.919464
    ->  class 0\|0  [0.862]

Rule 31/12: (5, lift 14.8)
    PC13 > 6.717022
    PC18 > 3.543752
    PC37 <= -0.2538081
    PC42 > -3.974739
    ->  class 0\|0  [0.857]

Rule 31/13: (37.2/5.4, lift 14.4)
    PC2 > 2.5099
    PC13 <= 6.717022
    PC15 > -0.6612474
    PC18 > 1.22673
    PC40 <= -2.874519
    ->  class 0\|0  [0.838]

Rule 31/14: (37.6/9.7, lift 12.6)
    PC2 > 2.5099
    PC6 > -0.03596552
    PC18 > 0.7212847
    PC18 <= 1.22673
    PC20 > -0.7105118
    ->  class 0\|0  [0.730]

Rule 31/15: (44.1/11.8, lift 12.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 6.717022
    PC15 > -0.6612474
    PC18 > -0.3695138
    PC18 <= 1.22673
    PC47 <= -0.9079783
    PC72 <= 0.7194824
    ->  class 0\|0  [0.721]

Rule 31/16: (1377.5/539.5, lift 10.5)
    PC5 <= 2.234459
    PC13 <= 6.717022
    PC15 > -0.6612474
    PC18 > 1.22673
    PC26 <= 0.6085084
    PC33 <= 2.966439
    PC35 <= 0.4428198
    PC59 > -1.971723
    PC66 > -3.106783
    PC87 <= 1.172014
    ->  class 0\|0  [0.608]

Rule 31/17: (185.3, lift 11.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 <= -0.03596552
    PC13 <= 6.717022
    PC15 > -0.6612474
    PC18 > -0.3695138
    PC18 <= 1.22673
    PC40 > -2.360861
    PC41 > 0.05893176
    PC47 > -0.9079783
    PC72 <= 0.7194824
    PC79 <= 0.9834616
    PC90 > -2.574372
    ->  class 0\|1  [0.995]

Rule 31/18: (124.9, lift 11.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 <= -0.03596552
    PC13 <= 6.717022
    PC15 > -0.6612474
    PC18 > -0.3695138
    PC18 <= 1.22673
    PC32 > 0.1590713
    PC79 <= 0.9834616
    ->  class 0\|1  [0.992]

Rule 31/19: (207/0.8, lift 11.6)
    PC3 <= -0.6848225
    PC10 > -7.303295
    PC13 <= 6.717022
    PC15 > -0.6612474
    PC18 > 1.22673
    PC40 > -2.874519
    PC43 > -1.155941
    PC59 <= 0.7156171
    PC63 > -0.6654019
    PC71 > -1.089953
    PC86 <= 0.399078
    PC87 <= 1.172014
    PC97 > 0.3792382
    PC98 <= 0.3674698
    ->  class 0\|1  [0.991]

Rule 31/20: (98.4, lift 11.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC5 <= 2.21752
    PC6 <= -0.03596552
    PC9 > 0.05622033
    PC18 > -0.3695138
    PC18 <= 1.22673
    PC24 <= 0.8517534
    PC47 > -0.9079783
    PC58 > -0.1656714
    ->  class 0\|1  [0.990]

Rule 31/21: (72.6, lift 11.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC5 <= 1.28544
    PC10 <= 1.286876
    PC18 > -1.259729
    PC18 <= -0.3695138
    PC46 > -1.308755
    PC55 > 0.1195685
    PC66 <= -0.4409782
    ->  class 0\|1  [0.987]

Rule 31/22: (68.8, lift 11.5)
    PC18 <= -0.3695138
    PC52 > -0.1917042
    PC68 > 0.009813247
    PC78 > 2.492486
    PC100 <= 0.3399086
    ->  class 0\|1  [0.985]

Rule 31/23: (61.8, lift 11.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC9 > 0.05622033
    PC18 > -0.3695138
    PC18 <= 1.22673
    PC41 <= 0.05893176
    PC93 > 0.2641403
    ->  class 0\|1  [0.984]

Rule 31/24: (53.7, lift 11.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -3.009317
    PC18 <= -0.3695138
    PC30 > 0.5211688
    PC46 <= -1.308755
    PC90 > -2.160832
    ->  class 0\|1  [0.982]

Rule 31/25: (52.7, lift 11.5)
    PC2 > 2.5099
    PC5 <= 2.234459
    PC13 <= 6.717022
    PC15 > -0.6612474
    PC18 > 1.22673
    PC40 > -2.874519
    PC42 > 1.595961
    PC63 > -0.6654019
    ->  class 0\|1  [0.982]

Rule 31/26: (154.7/2.1, lift 11.5)
    PC5 <= 2.234459
    PC13 <= 6.717022
    PC18 > 1.22673
    PC18 <= 4.094618
    PC21 <= 0.4791392
    PC40 > -2.874519
    PC48 <= 0.5402002
    PC74 <= 1.384253
    PC76 > 0.5765148
    PC100 > -0.7429636
    ->  class 0\|1  [0.980]

Rule 31/27: (45.5, lift 11.5)
    PC18 > -0.3695138
    PC18 <= 1.22673
    PC20 > 3.001767
    PC72 <= 0.7194824
    PC79 <= 0.9834616
    ->  class 0\|1  [0.979]

Rule 31/28: (46.7, lift 11.5)
    PC2 > 2.5099
    PC5 <= 2.234459
    PC6 <= 0.1341214
    PC18 > -0.3695138
    PC25 <= 0.3170353
    PC26 <= 0.6085084
    PC35 <= 0.4428198
    PC52 > -2.29865
    PC56 > 0.6118147
    PC71 > -1.089953
    PC98 <= 0.3674698
    PC99 > -0.4938342
    PC100 > -0.7429636
    ->  class 0\|1  [0.978]

Rule 31/29: (33.2, lift 11.4)
    PC2 > 2.5099
    PC15 > -0.6612474
    PC18 > 5.215645
    PC26 <= 0.6085084
    PC71 > -1.089953
    PC76 <= 0.5765148
    PC86 <= 0.399078
    ->  class 0\|1  [0.972]

Rule 31/30: (118.9/3, lift 11.3)
    PC13 <= 6.717022
    PC18 > 1.22673
    PC21 <= 0.4791392
    PC35 > 0.4428198
    PC43 > -1.130921
    PC71 > -1.089953
    ->  class 0\|1  [0.967]

Rule 31/31: (57.3/1.1, lift 11.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC10 > -7.258377
    PC14 > -0.7230113
    PC14 <= 2.327492
    PC15 > -0.6612474
    PC35 <= 0.4428198
    PC51 <= 0.3803519
    PC52 > -2.29865
    PC63 > 0.881411
    PC95 > -0.1106852
    PC97 <= 0.3792382
    PC98 <= 0.3674698
    ->  class 0\|1  [0.965]

Rule 31/32: (97/2.4, lift 11.3)
    PC5 <= 2.234459
    PC18 > -0.3695138
    PC36 > 1.26207
    PC40 > -2.874519
    PC51 > 0.3803519
    PC52 > -2.29865
    PC58 > -0.9393622
    PC71 > -1.089953
    PC99 > -0.4938342
    ->  class 0\|1  [0.965]

Rule 31/33: (39.7/0.5, lift 11.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC5 <= 2.234459
    PC14 > -0.7230113
    PC21 <= 0.4791392
    PC22 > 2.041839
    PC26 <= 0.6085084
    PC35 <= 0.4428198
    PC40 > -2.874519
    PC59 > -1.971723
    PC87 <= 1.172014
    PC100 > -0.7429636
    ->  class 0\|1  [0.965]

Rule 31/34: (33.3/0.3, lift 11.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 > -0.03596552
    PC15 > -0.6612474
    PC18 > -0.3695138
    PC18 <= 0.7212847
    PC20 > -0.7105118
    ->  class 0\|1  [0.964]

Rule 31/35: (25.2, lift 11.3)
    PC2 > 2.5099
    PC5 <= 2.234459
    PC14 <= 2.327492
    PC18 > -0.3695138
    PC40 > -2.874519
    PC60 > -1.92327
    PC66 <= -3.106783
    ->  class 0\|1  [0.963]

Rule 31/36: (25.1, lift 11.3)
    PC2 > 2.5099
    PC5 <= 2.234459
    PC13 <= 6.717022
    PC15 > -0.6612474
    PC18 > -0.3695138
    PC26 <= 0.6085084
    PC52 <= -2.29865
    PC59 > -1.971723
    PC60 > -1.92327
    ->  class 0\|1  [0.963]

Rule 31/37: (67.2/1.6, lift 11.3)
    PC13 > 6.717022
    PC18 > 3.543752
    PC31 <= 0.1441531
    PC37 > -0.2538081
    PC50 > -0.2478594
    PC97 > -1.07256
    ->  class 0\|1  [0.963]

Rule 31/38: (24.4, lift 11.3)
    PC15 > -0.6612474
    PC18 > 1.22673
    PC25 <= 0.3170353
    PC86 <= 0.399078
    PC98 > 0.2959998
    PC98 <= 0.3674698
    ->  class 0\|1  [0.962]

Rule 31/39: (76/2.4, lift 11.2)
    PC5 <= 2.234459
    PC6 <= 0.1341214
    PC13 <= 6.717022
    PC18 > 1.22673
    PC21 <= 0.4791392
    PC55 <= -0.2069452
    PC60 > -1.92327
    PC63 > -0.6654019
    ->  class 0\|1  [0.956]

Rule 31/40: (94.7/3.5, lift 11.2)
    PC13 <= 6.717022
    PC14 > -0.7230113
    PC15 > -0.6612474
    PC18 > 1.22673
    PC21 <= 0.4791392
    PC40 > -2.874519
    PC71 > -1.089953
    PC86 <= 0.399078
    PC99 <= -0.4938342
    PC100 > -0.7429636
    ->  class 0\|1  [0.953]

Rule 31/41: (71.3/2.6, lift 11.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC5 <= 2.234459
    PC6 <= 0.1341214
    PC15 > -0.6612474
    PC18 > -0.3695138
    PC19 > -0.02621727
    PC26 <= 0.6085084
    PC31 <= 0.2288088
    PC59 > -1.971723
    PC63 > -0.6654019
    PC97 <= 0.3792382
    ->  class 0\|1  [0.950]

Rule 31/42: (192.5/8.8, lift 11.1)
    PC6 <= 0.1341214
    PC13 <= 6.717022
    PC14 <= 2.327492
    PC18 > 1.22673
    PC18 <= 5.215645
    PC21 <= 0.4791392
    PC25 > 0.3170353
    PC35 <= 0.4428198
    PC40 > -2.874519
    PC86 <= 0.399078
    PC100 > -0.7429636
    ->  class 0\|1  [0.950]

Rule 31/43: (31/0.6, lift 11.1)
    PC13 <= 6.717022
    PC15 > -0.6612474
    PC18 > 1.22673
    PC21 <= 0.4791392
    PC31 > 0.2288088
    PC58 > -0.9393622
    PC63 > -0.6654019
    PC86 <= 0.399078
    ->  class 0\|1  [0.950]

Rule 31/44: (188.7/8.5, lift 11.1)
    PC2 > 2.5099
    PC5 <= 2.234459
    PC13 <= 6.717022
    PC18 > 1.22673
    PC26 > 0.6085084
    PC40 > -2.874519
    PC79 > -2.182701
    ->  class 0\|1  [0.950]

Rule 31/45: (41.2/2, lift 10.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC9 > 0.05622033
    PC18 > -0.3695138
    PC20 <= 3.001767
    PC24 > 0.8517534
    PC32 <= 0.1590713
    PC58 > -0.1656714
    PC85 > 0.2231941
    ->  class 0\|1  [0.930]

Rule 31/46: (12.2, lift 10.9)
    PC14 <= 2.327492
    PC15 > -0.6612474
    PC18 > -0.3695138
    PC29 > 3.266254
    PC35 <= 0.4428198
    PC66 > -3.106783
    ->  class 0\|1  [0.930]

Rule 31/47: (11.8, lift 10.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 <= 0.1341214
    PC13 <= 6.717022
    PC18 > -0.3695138
    PC40 > -2.874519
    PC58 > -0.9393622
    PC58 <= -0.9170401
    PC86 <= 0.399078
    ->  class 0\|1  [0.928]

Rule 31/48: (43.2/2.9, lift 10.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC5 <= 2.234459
    PC6 <= 0.1341214
    PC14 <= 2.327492
    PC15 > -0.6612474
    PC19 <= -0.02621727
    PC21 <= 0.4791392
    PC22 <= 2.041839
    PC25 <= 0.3170353
    PC26 <= 0.6085084
    PC35 <= 0.4428198
    PC51 <= 0.3803519
    PC55 > -0.2069452
    PC63 > -0.6654019
    PC95 <= -0.1106852
    PC98 <= 0.3674698
    PC100 > -0.7429636
    ->  class 0\|1  [0.914]

Rule 31/49: (115.4/14.7, lift 10.2)
    PC5 > 2.234459
    PC13 <= 6.717022
    PC15 > -0.6612474
    PC18 > 1.22673
    PC24 <= 4.919464
    PC28 <= 2.913545
    PC87 <= 1.172014
    ->  class 0\|1  [0.867]

Rule 31/50: (18.3/1.9, lift 10.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC8 > 0.1122537
    PC15 <= -0.6612474
    PC18 > -0.3695138
    ->  class 0\|1  [0.857]

Rule 31/51: (12.5/1.7, lift 9.5)
    PC10 <= -7.258377
    PC25 <= 0.3170353
    PC26 <= 0.6085084
    PC97 <= 0.3792382
    PC100 > -0.7429636
    ->  class 0\|1  [0.814]

Rule 31/52: (82.9, lift 10.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC9 <= 0.05622033
    PC13 <= 6.717022
    PC18 > -0.3695138
    PC18 <= 1.22673
    PC20 <= 3.001767
    PC32 <= 0.1590713
    PC40 > -2.360861
    PC41 <= 0.05893176
    PC72 <= 0.7194824
    ->  class 0\|2  [0.988]

Rule 31/53: (77.5, lift 10.0)
    PC12 <= 0.3895968
    PC18 <= -1.259729
    PC26 <= 1.383173
    PC37 <= -0.7631932
    PC39 > -1.445797
    PC40 > -2.75669
    PC68 <= 0.3152264
    PC78 > -1.0695
    PC85 <= 1.50973
    PC86 <= 1.064802
    ->  class 0\|2  [0.987]

Rule 31/54: (65.4, lift 9.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC12 <= 0.3895968
    PC18 <= -0.3695138
    PC28 <= -0.4429453
    PC36 <= 0.6554893
    PC40 > -2.75669
    PC60 > -0.3308287
    PC68 <= 0.3152264
    PC72 <= 0.3639236
    PC78 > -1.32537
    PC90 <= 0.6486025
    PC93 > -1.17417
    PC93 <= 0.9769168
    ->  class 0\|2  [0.985]

Rule 31/55: (62.4, lift 9.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC12 <= 0.3895968
    PC15 <= 1.037611
    PC18 <= -0.3695138
    PC36 <= 0.6554893
    PC39 > -1.445797
    PC45 <= 1.410045
    PC46 > -1.308755
    PC46 <= 0.4590452
    PC71 > 0.4553187
    PC78 > -1.0695
    PC78 <= 2.492486
    PC84 <= 0.319197
    PC93 > -1.17417
    PC93 <= 0.9769168
    ->  class 0\|2  [0.983]

Rule 31/56: (53.1, lift 9.9)
    PC2 > 2.5099
    PC5 > 2.234459
    PC28 > 2.913545
    PC42 > -3.974739
    PC87 <= 1.172014
    ->  class 0\|2  [0.982]

Rule 31/57: (49.5, lift 9.9)
    PC3 <= 1.640775
    PC12 <= 0.3895968
    PC18 <= -0.3695138
    PC19 > -0.1926894
    PC19 <= -0.09571102
    PC39 > -1.445797
    PC40 > -2.75669
    PC45 <= 1.410045
    PC60 > -0.3308287
    PC73 <= 2.287993
    PC93 <= 0.9769168
    PC99 > -1.09732
    ->  class 0\|2  [0.981]

Rule 31/58: (51.1, lift 9.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -1.259729
    PC18 <= -0.3695138
    PC40 > -2.75669
    PC66 > -0.4409782
    PC78 <= 2.492486
    PC94 > 0.6877141
    ->  class 0\|2  [0.981]

Rule 31/59: (49.7, lift 9.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC5 > 2.21752
    PC13 <= 6.717022
    PC18 > -0.3695138
    PC18 <= 1.22673
    PC20 <= 3.001767
    PC32 <= 0.1590713
    PC72 <= 0.7194824
    ->  class 0\|2  [0.981]

Rule 31/60: (85.1/0.6, lift 9.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 <= -0.03596552
    PC15 > -0.6612474
    PC18 > -0.3695138
    PC18 <= 1.22673
    PC72 <= 0.7194824
    PC79 > 0.9834616
    ->  class 0\|2  [0.981]

Rule 31/61: (51.9, lift 9.9)
    PC3 <= 1.640775
    PC18 <= -0.3695138
    PC19 <= 0.1929213
    PC51 <= 0.9584765
    PC58 > -1.336068
    PC63 <= -0.920973
    PC73 <= 2.287993
    PC78 <= 2.492486
    PC90 > -0.1179865
    PC90 <= 0.6486025
    PC99 > -1.09732
    ->  class 0\|2  [0.980]

Rule 31/62: (85.2/1, lift 9.8)
    PC2 > 2.5099
    PC8 <= 0.1122537
    PC15 <= -0.6612474
    PC18 > 1.154123
    PC30 <= 4.67459
    PC42 > -3.974739
    ->  class 0\|2  [0.977]

Rule 31/63: (37.9, lift 9.8)
    PC2 > 2.5099
    PC18 <= -0.3695138
    PC19 > -0.1926894
    PC40 > -2.75669
    PC51 > 0.9584765
    PC68 <= 0.3152264
    PC90 <= 0.6486025
    PC93 > -1.17417
    PC93 <= 0.9769168
    ->  class 0\|2  [0.975]

Rule 31/64: (54.5/0.5, lift 9.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 <= -0.03596552
    PC13 <= 6.717022
    PC18 > -0.3695138
    PC18 <= 1.22673
    PC20 <= 3.001767
    PC32 <= 0.1590713
    PC40 > -2.360861
    PC41 <= 0.05893176
    PC58 <= -0.1656714
    ->  class 0\|2  [0.973]

Rule 31/65: (53.3/0.6, lift 9.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 <= -0.3695138
    PC37 > -0.9672946
    PC58 > -1.336068
    PC78 > -1.32537
    PC78 <= -1.0695
    PC90 <= 0.6486025
    PC93 > -1.17417
    PC98 > 0.4678825
    ->  class 0\|2  [0.972]

Rule 31/66: (32.5, lift 9.8)
    PC18 <= -1.259729
    PC46 <= 0.4590452
    PC58 > -1.336068
    PC60 > -0.5649353
    PC78 <= 2.492486
    PC93 > -1.17417
    PC93 <= 0.9769168
    PC99 <= -1.09732
    ->  class 0\|2  [0.971]

Rule 31/67: (31.6, lift 9.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC12 <= 0.3895968
    PC18 <= -0.3695138
    PC25 > -1.096972
    PC35 <= 0.6841708
    PC39 > -1.445797
    PC41 <= 0.2254382
    PC43 <= -0.6070212
    PC45 <= 1.410045
    PC58 > -1.336068
    PC60 > -0.3308287
    PC78 > -1.0695
    PC90 > -0.1179865
    ->  class 0\|2  [0.970]

Rule 31/68: (31.5, lift 9.8)
    PC12 <= 0.3895968
    PC35 <= 0.6841708
    PC37 > -0.9672946
    PC46 > -1.308755
    PC46 <= 0.4590452
    PC59 <= 3.371497
    PC67 <= 0.2327736
    PC79 > 2.041701
    PC85 <= 1.50973
    PC90 <= 0.6486025
    ->  class 0\|2  [0.970]

Rule 31/69: (30.3, lift 9.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 <= -0.3695138
    PC25 > -1.096972
    PC36 <= 0.1486486
    PC40 > 0.4975638
    PC58 > -1.336068
    PC69 <= 0.03763723
    PC90 > -0.1179865
    PC93 > -1.17417
    PC93 <= 0.9769168
    PC97 > 0.05851826
    ->  class 0\|2  [0.969]

Rule 31/70: (57.5/0.8, lift 9.8)
    PC12 <= 0.3895968
    PC18 <= -0.3695138
    PC33 > 3.834424
    PC39 > -1.445797
    PC43 > -1.939943
    PC67 > -0.5381726
    PC90 <= 0.6486025
    PC93 <= 0.9769168
    ->  class 0\|2  [0.969]

Rule 31/71: (28.8, lift 9.8)
    PC2 > 2.5099
    PC12 <= 0.3895968
    PC18 <= -1.259729
    PC35 > 0.5706837
    PC40 > -2.75669
    PC43 > -0.6070212
    PC72 <= 0.3639236
    PC90 > -0.1179865
    ->  class 0\|2  [0.968]

Rule 31/72: (27.6, lift 9.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC12 <= 0.3895968
    PC14 > 0.36168
    PC18 <= -1.259729
    PC19 > -0.1926894
    PC36 <= 0.6554893
    PC89 <= 0.5127149
    ->  class 0\|2  [0.966]

Rule 31/73: (27.7, lift 9.7)
    PC18 <= -0.3695138
    PC19 > -0.1926894
    PC39 > -1.445797
    PC41 <= 0.2254382
    PC45 > 1.410045
    PC46 <= 0.4590452
    PC58 > -1.336068
    PC68 <= 0.3152264
    PC85 <= 1.50973
    PC93 <= 0.9769168
    ->  class 0\|2  [0.966]

Rule 31/74: (43.9/0.6, lift 9.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC5 > 1.28544
    PC18 > -1.259729
    PC18 <= -0.3695138
    PC20 > -3.597486
    PC40 > -2.75669
    PC66 <= -0.4409782
    ->  class 0\|2  [0.966]

Rule 31/75: (25, lift 9.7)
    PC3 <= 1.640775
    PC18 <= -1.259729
    PC19 > -0.1926894
    PC32 <= -1.710034
    PC39 > -1.445797
    PC40 > -2.75669
    ->  class 0\|2  [0.963]

Rule 31/76: (22.6, lift 9.7)
    PC12 <= 0.3895968
    PC18 <= -1.259729
    PC40 > -2.75669
    PC46 > -1.308755
    PC51 > 0.7197573
    PC90 > -0.1179865
    PC90 <= 0.6486025
    PC93 > -1.17417
    ->  class 0\|2  [0.959]

Rule 31/77: (22.8, lift 9.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 <= -0.3695138
    PC19 > -0.1926894
    PC39 > -1.445797
    PC46 > -1.308755
    PC58 > -1.336068
    PC60 > -0.5649353
    PC78 <= 2.492486
    PC89 > 0.5127149
    PC90 <= 0.6486025
    PC93 <= 0.9769168
    ->  class 0\|2  [0.959]

Rule 31/78: (60.2/1.6, lift 9.7)
    PC1 <= -0.5670417
    PC2 > 2.5099
    PC6 <= -0.03596552
    PC13 <= 6.717022
    PC15 > -0.6612474
    PC18 > -0.3695138
    PC18 <= 1.22673
    PC24 > 0.8517534
    PC32 <= 0.1590713
    PC41 <= 0.05893176
    PC85 <= 0.2231941
    PC93 <= 0.2641403
    ->  class 0\|2  [0.958]

Rule 31/79: (21.4, lift 9.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC12 <= 0.3895968
    PC18 <= -0.3695138
    PC36 <= 0.6554893
    PC40 > -2.75669
    PC45 <= 1.410045
    PC46 <= 0.4590452
    PC59 <= 3.371497
    PC60 > -0.5649353
    PC73 <= 2.287993
    PC75 <= -0.5708715
    PC78 > -1.32537
    PC79 <= 2.041701
    PC86 <= 1.064802
    PC93 <= 0.9769168
    ->  class 0\|2  [0.957]

Rule 31/80: (21.1, lift 9.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC12 <= 0.3895968
    PC19 > 0.1929213
    PC39 > -1.445797
    PC46 <= 0.4590452
    PC68 <= 0.3152264
    PC73 <= 2.287993
    PC89 <= 0.5127149
    PC90 <= 0.6486025
    ->  class 0\|2  [0.957]

Rule 31/81: (19.7, lift 9.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 <= -0.3924646
    PC18 <= -0.3695138
    PC33 <= 3.834424
    PC36 <= 0.1486486
    PC41 <= 0.2254382
    PC60 > -0.3308287
    PC68 <= 0.3152264
    PC78 <= 2.492486
    PC90 > -0.1179865
    PC93 <= 0.9769168
    ->  class 0\|2  [0.954]

Rule 31/82: (19.1, lift 9.6)
    PC2 > 2.5099
    PC18 <= -1.259729
    PC39 > -1.445797
    PC46 > -1.308755
    PC67 > -0.5381726
    PC71 > 0.7297585
    PC72 <= 0.3639236
    PC78 <= 2.492486
    PC85 <= 1.50973
    ->  class 0\|2  [0.953]

Rule 31/83: (110.5/4.4, lift 9.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC16 > 0.391156
    PC36 <= 0.1486486
    PC41 <= 0.2254382
    PC46 <= 0.4590452
    PC51 <= 0.5783342
    PC60 > -0.3308287
    PC69 > 0.03763723
    PC86 <= 1.064802
    PC90 > -0.1179865
    PC92 <= 0.06911048
    PC93 <= 0.9769168
    PC97 > 0.05851826
    ->  class 0\|2  [0.952]

Rule 31/84: (16.1, lift 9.5)
    PC2 > 2.5099
    PC18 <= -0.3695138
    PC39 > -1.445797
    PC46 > -1.308755
    PC67 <= -0.5381726
    PC68 <= 0.3152264
    PC73 <= 2.287993
    PC85 <= 1.50973
    ->  class 0\|2  [0.945]

Rule 31/85: (14.8, lift 9.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 <= -0.3695138
    PC26 > 1.383173
    PC35 > -0.6437104
    PC37 > -0.9672946
    PC39 > -1.445797
    PC68 <= 0.3152264
    PC85 <= 1.50973
    PC93 > -1.17417
    ->  class 0\|2  [0.940]

Rule 31/86: (13.8, lift 9.4)
    PC7 <= 0.2238975
    PC13 > 6.717022
    PC17 > 1.356671
    PC18 > -0.3695138
    PC46 > -0.1007412
    ->  class 0\|2  [0.937]

Rule 31/87: (33.4/1.3, lift 9.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 <= -0.3695138
    PC35 > 0.6841708
    PC59 <= 3.371497
    PC68 <= 0.3152264
    PC73 <= 2.287993
    PC85 <= 1.50973
    ->  class 0\|2  [0.936]

Rule 31/88: (13.6, lift 9.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC15 <= -0.6612474
    PC18 > -0.3695138
    PC96 <= -2.131828
    ->  class 0\|2  [0.936]

Rule 31/89: (49/2.4, lift 9.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC15 > -0.6612474
    PC18 > -0.3695138
    PC18 <= 1.22673
    PC40 <= -2.360861
    ->  class 0\|2  [0.933]

Rule 31/90: (43.7/2, lift 9.4)
    PC7 > 0.2238975
    PC13 > 6.717022
    PC18 > -0.3695138
    ->  class 0\|2  [0.933]

Rule 31/91: (22.3/0.7, lift 9.4)
    PC4 <= -3.956807
    PC13 > 6.717022
    PC17 <= 1.356671
    ->  class 0\|2  [0.931]

Rule 31/92: (209.8/14.5, lift 9.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC15 > 1.037611
    PC18 <= -0.3695138
    PC33 > -2.344294
    PC46 > -1.308755
    PC58 > -1.840127
    PC78 <= 2.492486
    ->  class 0\|2  [0.927]

Rule 31/93: (67.3/4.2, lift 9.3)
    PC2 > 2.5099
    PC18 <= -0.3695138
    PC19 > -0.1926894
    PC35 <= -0.6437104
    PC39 > -1.445797
    PC43 > -1.939943
    PC68 <= 0.3152264
    PC78 <= 2.492486
    PC85 <= 1.50973
    ->  class 0\|2  [0.925]

Rule 31/94: (280.3/21.6, lift 9.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC15 <= 1.037611
    PC18 > -1.259729
    PC18 <= -0.3695138
    PC20 > -3.597486
    PC30 > -2.549518
    PC31 <= 0.2690308
    PC40 > -2.75669
    PC46 <= 0.661009
    PC53 > -1.334341
    PC66 > -0.4409782
    PC77 > -0.6086931
    PC98 > -1.56359
    PC99 > -1.542269
    ->  class 0\|2  [0.920]

Rule 31/95: (91.9/6.6, lift 9.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC12 <= 0.3895968
    PC18 <= -0.3695138
    PC26 <= 1.383173
    PC35 > -0.6437104
    PC43 > -1.939943
    PC46 > -1.308755
    PC46 <= 0.4590452
    PC72 > 0.3639236
    PC78 > -1.0695
    PC84 <= 0.319197
    PC86 <= 1.064802
    PC89 <= 0.5127149
    ->  class 0\|2  [0.919]

Rule 31/96: (8.8, lift 9.1)
    PC18 <= -0.3695138
    PC46 > -1.308755
    PC52 > -0.1917042
    PC68 > 0.009813247
    PC78 > 2.492486
    PC100 > 0.3399086
    ->  class 0\|2  [0.908]

Rule 31/97: (63/5.1, lift 9.1)
    PC3 <= 1.640775
    PC12 <= 0.3895968
    PC18 <= -1.259729
    PC19 > -0.1926894
    PC19 <= 0.1929213
    PC39 > -1.445797
    PC41 <= 0.2254382
    PC60 <= -0.3308287
    PC68 <= 0.3152264
    PC73 <= 2.287993
    PC85 <= 1.50973
    PC93 <= 0.9769168
    PC99 > -1.09732
    ->  class 0\|2  [0.906]

Rule 31/98: (7.5, lift 9.0)
    PC8 > 0.05112072
    PC13 > 6.717022
    PC17 <= 1.356671
    ->  class 0\|2  [0.894]

Rule 31/99: (6.6, lift 8.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -3.009317
    PC18 <= -0.3695138
    PC30 <= 0.5211688
    PC46 <= -1.308755
    ->  class 0\|2  [0.884]

Rule 31/100: (254.6/29.6, lift 8.9)
    PC3 <= 1.640775
    PC12 <= 1.284844
    PC15 <= 1.037611
    PC18 <= -1.259729
    PC37 <= 2.248455
    PC39 > -1.445797
    PC40 > -2.75669
    PC41 <= 0.3342586
    PC43 > -1.939943
    PC64 > -1.1013
    PC68 > 0.3152264
    PC76 <= 2.120094
    PC78 <= 2.492486
    PC85 <= 1.50973
    PC96 <= 0.9769251
    ->  class 0\|2  [0.881]

Rule 31/101: (58.5/6.6, lift 8.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC15 <= 1.037611
    PC37 > -0.9672946
    PC39 > -1.445797
    PC41 <= 0.2254382
    PC58 > -1.336068
    PC67 > 0.2327736
    PC68 <= 0.3152264
    PC90 <= 0.6486025
    PC93 <= 0.9769168
    ->  class 0\|2  [0.875]

Rule 31/102: (54.5/8.1, lift 8.5)
    PC13 > 6.717022
    PC18 > -0.3695138
    PC18 <= 3.543752
    PC46 <= -0.1007412
    ->  class 0\|2  [0.839]

Rule 31/103: (11.2/1.4, lift 8.3)
    PC13 > 6.717022
    PC18 > 3.543752
    PC31 <= 0.1441531
    PC97 <= -1.07256
    ->  class 0\|2  [0.821]

Rule 31/104: (29.1/5.8, lift 7.9)
    PC3 <= 1.640775
    PC18 <= -0.3695138
    PC68 <= 0.009813247
    PC78 > 2.492486
    PC100 > 0.0007896177
    ->  class 0\|2  [0.782]

Rule 31/105: (22.2/5.4, lift 7.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 > -0.03596552
    PC18 > -0.3695138
    PC18 <= 1.22673
    PC20 <= -0.7105118
    ->  class 0\|2  [0.734]

Rule 31/106: (30.4/9.3, lift 6.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 6.717022
    PC15 > -0.6612474
    PC18 > -0.3695138
    PC87 > 1.172014
    ->  class 0\|2  [0.682]

Rule 31/107: (32.5/14, lift 5.7)
    PC3 <= 1.640775
    PC18 <= -3.009317
    PC46 <= -1.308755
    ->  class 0\|2  [0.565]

Rule 31/108: (153.7/0.1, lift 9.6)
    PC3 <= 1.640775
    PC15 <= 1.037611
    PC18 <= -1.259729
    PC26 <= 1.383173
    PC35 > -0.6437104
    PC68 <= 0.3152264
    PC73 <= 2.287993
    PC93 > 0.9769168
    ->  class 0\|3  [0.993]

Rule 31/109: (106.2, lift 9.5)
    PC18 <= -1.259729
    PC59 > 3.371497
    ->  class 0\|3  [0.991]

Rule 31/110: (95.6/0.2, lift 9.5)
    PC2 > 2.5099
    PC15 <= 1.037611
    PC18 <= -1.259729
    PC39 <= -1.445797
    PC43 > -1.939943
    PC46 > -1.308755
    ->  class 0\|3  [0.988]

Rule 31/111: (82.9/1.2, lift 9.4)
    PC3 <= 1.640775
    PC18 <= -1.259729
    PC51 > 0.5783342
    PC51 <= 0.7197573
    PC89 <= 0.5127149
    PC90 > -0.1179865
    PC99 > -1.09732
    ->  class 0\|3  [0.974]

Rule 31/112: (11.8, lift 8.9)
    PC1 > -0.430681
    PC1 <= -0.1603135
    PC2 <= 2.5099
    PC8 <= -0.2376927
    PC45 <= -0.2961768
    ->  class 0\|3  [0.927]

Rule 31/113: (7999/5940.2, lift 2.5)
    PC2 > 2.5099
    ->  class 0\|3  [0.257]

Rule 31/114: (169/0.3, lift 20.9)
    PC1 > 25.43189
    PC69 <= 0.2200295
    ->  class 1\|0  [0.993]

Rule 31/115: (63/0.5, lift 20.5)
    PC3 > 1.640775
    PC8 > -3.622873
    PC8 <= 1.698452
    PC16 <= -0.8953013
    PC35 > -0.2212318
    PC46 > -0.6374976
    PC65 > -0.05023159
    PC92 <= 0.4989451
    PC100 <= -0.1536532
    ->  class 1\|0  [0.976]

Rule 31/116: (143/3.8, lift 20.3)
    PC2 > 2.5099
    PC3 > 1.640775
    PC8 <= 1.698452
    PC16 <= -2.500519
    PC18 <= 0.7362046
    PC24 > -0.6120089
    PC30 <= 0.470488
    PC33 > -0.5413352
    PC46 > -0.6374976
    PC65 > -0.05023159
    PC87 > -0.3832913
    PC95 > -0.4508555
    PC100 > -0.1536532
    ->  class 1\|0  [0.967]

Rule 31/117: (23.8, lift 20.2)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC5 <= 9.772499
    PC16 <= 0.8572028
    PC19 > -1.326658
    PC41 > -0.4068549
    PC49 > 1.506716
    ->  class 1\|0  [0.961]

Rule 31/118: (18.2, lift 20.0)
    PC1 > -0.430681
    PC5 <= 12.1829
    PC11 <= 2.611002
    PC16 <= -1.963041
    PC94 > -0.0995549
    PC95 <= -0.6217793
    ->  class 1\|0  [0.951]

Rule 31/119: (17.6, lift 19.9)
    PC1 > -0.430681
    PC12 <= 2.889639
    PC14 <= -2.026051
    PC16 <= 0.8572028
    PC48 <= 0.6548464
    ->  class 1\|0  [0.949]

Rule 31/120: (30.9/1.6, lift 19.3)
    PC1 > -0.1603135
    PC2 <= 2.5099
    PC3 > -0.01609154
    PC5 <= 9.772499
    PC16 > -1.963041
    PC16 <= 0.8572028
    PC19 > -1.326658
    PC30 <= 0.4536837
    PC69 > -0.2364308
    PC80 > -0.7853009
    PC99 <= -0.4568278
    ->  class 1\|0  [0.920]

Rule 31/121: (8.7, lift 19.0)
    PC3 > -0.01609154
    PC12 > 2.889639
    PC16 > -1.963041
    PC68 > -0.06744388
    ->  class 1\|0  [0.906]

Rule 31/122: (198.7/31, lift 17.7)
    PC1 > -0.1603135
    PC3 <= -0.01609154
    PC4 > 0.6762495
    PC11 <= 5.393445
    PC16 > -1.963041
    ->  class 1\|0  [0.840]

Rule 31/123: (66.5/10.2, lift 17.6)
    PC2 > 2.5099
    PC3 > 1.640775
    PC21 > 0.4162786
    PC46 > -0.6374976
    ->  class 1\|0  [0.837]

Rule 31/124: (26/3.7, lift 17.5)
    PC1 > -0.1603135
    PC3 > -0.01609154
    PC8 > -3.76792
    PC15 <= -1.99789
    PC16 > -1.963041
    PC16 <= 0.8572028
    PC19 > -1.326658
    PC80 > -0.7853009
    ->  class 1\|0  [0.834]

Rule 31/125: (43.5/11.2, lift 15.4)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > -0.01609154
    PC8 > -3.76792
    PC16 > -1.963041
    PC48 > 0.6548464
    PC61 > -0.6613393
    ->  class 1\|0  [0.731]

Rule 31/126: (1059.3/535.7, lift 10.4)
    PC1 > -0.1603135
    PC8 > -3.76792
    PC16 <= -1.963041
    ->  class 1\|0  [0.494]

Rule 31/127: (90.1, lift 17.3)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.8953013
    PC68 > -0.3282683
    PC95 <= -0.4508555
    PC100 > -0.1536532
    ->  class 1\|1  [0.989]

Rule 31/128: (176.4/1.2, lift 17.2)
    PC1 > -0.1603135
    PC3 > -0.01609154
    PC5 <= 9.772499
    PC9 > -0.4087924
    PC15 > -1.99789
    PC16 > -1.963041
    PC16 <= 0.8572028
    PC19 > -1.326658
    PC41 > -0.4068549
    PC46 <= 2.391228
    PC49 <= 1.506716
    PC69 > -0.2364308
    PC99 > -0.4568278
    ->  class 1\|1  [0.988]

Rule 31/129: (80, lift 17.2)
    PC1 > -0.430681
    PC12 > 2.889639
    PC12 <= 3.229993
    PC16 > -1.963041
    PC68 <= -0.06744388
    ->  class 1\|1  [0.988]

Rule 31/130: (72.4, lift 17.2)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.8953013
    PC46 <= -0.6374976
    ->  class 1\|1  [0.987]

Rule 31/131: (66.9, lift 17.2)
    PC5 > 12.1829
    PC16 <= -1.963041
    PC44 > -1.972712
    PC95 > -0.0869053
    ->  class 1\|1  [0.985]

Rule 31/132: (66.5, lift 17.2)
    PC3 > 1.640775
    PC16 <= -0.8953013
    PC30 > 0.470488
    PC33 > -0.5413352
    PC65 > -0.05023159
    PC68 > -0.3282683
    PC100 > -0.1536532
    ->  class 1\|1  [0.985]

Rule 31/133: (60.6, lift 17.2)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -2.500519
    PC16 <= -0.8953013
    PC68 > -0.3282683
    PC100 > -0.1536532
    ->  class 1\|1  [0.984]

Rule 31/134: (126.2/1.1, lift 17.2)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.8953013
    PC21 <= 0.4162786
    PC39 <= 0.655801
    PC65 <= -0.05023159
    ->  class 1\|1  [0.983]

Rule 31/135: (50.6, lift 17.1)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.8953013
    PC68 > -0.3282683
    PC92 > 0.4989451
    ->  class 1\|1  [0.981]

Rule 31/136: (46.7, lift 17.1)
    PC2 > 2.5099
    PC8 > 1.698452
    PC16 <= -0.8953013
    PC68 > -0.3282683
    ->  class 1\|1  [0.979]

Rule 31/137: (44.2, lift 17.1)
    PC2 > 2.5099
    PC8 <= -3.622873
    PC16 <= -0.8953013
    ->  class 1\|1  [0.978]

Rule 31/138: (35.1, lift 17.0)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.8953013
    PC77 > 0.7041603
    ->  class 1\|1  [0.973]

Rule 31/139: (33.1, lift 16.9)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.8953013
    PC33 <= -0.5413352
    ->  class 1\|1  [0.971]

Rule 31/140: (23.9, lift 16.8)
    PC1 > -0.1603135
    PC3 > -0.01609154
    PC8 > -3.76792
    PC16 <= 0.8572028
    PC18 <= -0.6774741
    PC19 > -1.326658
    ->  class 1\|1  [0.960]

Rule 31/141: (22.5, lift 16.7)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= 0.9959877
    PC38 > -0.00330259
    PC51 > 0.2717568
    ->  class 1\|1  [0.959]

Rule 31/142: (194.9/7.2, lift 16.7)
    PC1 > -0.1603135
    PC2 <= 2.5099
    PC5 <= 12.1829
    PC10 > 0.4362774
    PC11 <= 2.611002
    PC12 <= 4.87245
    PC16 <= -1.963041
    PC61 > -0.8899418
    PC94 > -0.0995549
    PC95 > -0.6217793
    ->  class 1\|1  [0.958]

Rule 31/143: (15, lift 16.4)
    PC1 > -0.430681
    PC11 <= 2.611002
    PC16 > -2.008449
    PC16 <= -1.963041
    PC88 <= 0.04485212
    ->  class 1\|1  [0.941]

Rule 31/144: (61.5/2.8, lift 16.4)
    PC1 > -0.430681
    PC11 <= 2.611002
    PC16 <= -1.963041
    PC44 > -1.972712
    PC94 > 0.3508651
    ->  class 1\|1  [0.940]

Rule 31/145: (14.8, lift 16.4)
    PC3 > 1.640775
    PC16 <= -0.8953013
    PC24 <= -0.6120089
    PC33 > -0.5413352
    PC35 > -0.2212318
    PC46 > -0.6374976
    PC65 > -0.05023159
    PC77 <= 0.7041603
    ->  class 1\|1  [0.940]

Rule 31/146: (14, lift 16.4)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= 0.9959877
    PC97 > 1.535991
    ->  class 1\|1  [0.938]

Rule 31/147: (16.1/0.2, lift 16.3)
    PC1 > 25.43189
    PC69 > 0.2200295
    ->  class 1\|1  [0.935]

Rule 31/148: (13.1, lift 16.3)
    PC3 > 1.640775
    PC16 <= -0.8953013
    PC18 > 0.7362046
    PC68 > -0.3282683
    ->  class 1\|1  [0.934]

Rule 31/149: (59.1/3.7, lift 16.1)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.8953013
    PC35 <= -0.2212318
    ->  class 1\|1  [0.924]

Rule 31/150: (6.8, lift 15.5)
    PC2 <= 2.5099
    PC16 <= -1.963041
    PC44 > -1.972712
    PC63 > 1.430998
    ->  class 1\|1  [0.886]

Rule 31/151: (10.5/0.5, lift 15.3)
    PC2 > 2.5099
    PC8 <= -4.467375
    PC16 <= 0.9959877
    ->  class 1\|1  [0.877]

Rule 31/152: (4.9/0.2, lift 14.4)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -0.8953013
    PC55 <= -0.5955569
    ->  class 1\|1  [0.826]

Rule 31/153: (65/11, lift 14.3)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -0.8953013
    PC16 <= 0.9959877
    PC38 <= -0.00330259
    ->  class 1\|1  [0.821]

Rule 31/154: (49.7/9.3, lift 14.0)
    PC1 > -0.1603135
    PC1 <= 25.43189
    PC3 <= -0.01609154
    PC4 <= 0.6762495
    PC11 <= 5.393445
    PC16 > -1.963041
    PC24 <= -0.1545882
    ->  class 1\|1  [0.801]

Rule 31/155: (23.8/6.1, lift 12.6)
    PC1 > 7.923121
    PC1 <= 25.43189
    PC4 <= 0.6762495
    PC8 <= -0.5328313
    PC11 <= 5.393445
    PC24 > -0.1545882
    ->  class 1\|1  [0.725]

Rule 31/156: (37.7/12.3, lift 11.6)
    PC1 > -0.430681
    PC10 <= 0.4362774
    PC11 <= 2.611002
    PC16 <= -1.963041
    PC63 <= 1.430998
    PC83 > 0.4200477
    ->  class 1\|1  [0.665]

Rule 31/157: (61.7/34.5, lift 7.7)
    PC1 > -0.430681
    PC1 <= -0.1603135
    PC2 <= 2.5099
    PC8 > -0.2376927
    PC12 <= 0.04163058
    ->  class 1\|1  [0.443]

Rule 31/158: (121.5, lift 12.7)
    PC5 > 9.772499
    PC14 > -2.026051
    PC16 > -1.963041
    PC18 > -0.6774741
    ->  class 1\|2  [0.992]

Rule 31/159: (70.4, lift 12.6)
    PC1 > -0.1603135
    PC8 > -3.76792
    PC48 <= 0.6548464
    PC57 > -1.500745
    PC65 <= -1.472564
    ->  class 1\|2  [0.986]

Rule 31/160: (173.3/1.6, lift 12.6)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > -0.01609154
    PC12 <= 2.889639
    PC16 > 0.8572028
    PC18 <= 0.2120996
    PC29 > -0.1696764
    PC34 > -0.6858287
    PC35 <= 0.404033
    PC48 <= 0.3894522
    PC52 > 0.2563742
    PC65 <= 0.5879331
    PC71 <= 1.38327
    PC75 <= 0.9789493
    PC83 <= 0.5933829
    ->  class 1\|2  [0.985]

Rule 31/161: (68.7, lift 12.6)
    PC2 > 2.5099
    PC3 > 1.640775
    PC8 > -4.467375
    PC16 > -0.8953013
    PC16 <= 0.9959877
    PC38 > -0.00330259
    PC51 <= 0.2717568
    PC97 <= 1.535991
    ->  class 1\|2  [0.985]

Rule 31/162: (161.3/2.2, lift 12.6)
    PC2 <= 2.5099
    PC3 > -0.01609154
    PC5 > 2.990929
    PC12 <= 2.889639
    PC16 > 0.8572028
    ->  class 1\|2  [0.981]

Rule 31/163: (52.5/0.7, lift 12.4)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > -0.01609154
    PC8 > -3.76792
    PC16 > -1.963041
    PC16 <= 0.8572028
    PC19 > -1.326658
    PC41 <= -0.4068549
    PC48 <= 0.6548464
    ->  class 1\|2  [0.969]

Rule 31/164: (86.5/2.2, lift 12.4)
    PC1 > -0.430681
    PC3 <= -0.01609154
    PC8 > -3.76792
    PC11 > 5.393445
    PC79 <= 0.658681
    ->  class 1\|2  [0.964]

Rule 31/165: (25.2, lift 12.4)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > 0.9959877
    PC68 > 1.411125
    ->  class 1\|2  [0.963]

Rule 31/166: (210.1/7.2, lift 12.3)
    PC2 <= 2.5099
    PC3 > -0.01609154
    PC16 > 0.8572028
    PC18 <= 0.2120996
    PC34 > -0.6858287
    PC52 <= 0.2563742
    PC65 <= 0.339648
    PC74 > -0.7495527
    PC85 > -0.5952991
    PC100 > -0.01451484
    ->  class 1\|2  [0.961]

Rule 31/167: (21.5, lift 12.3)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC8 > -3.76792
    PC48 > 0.6548464
    PC61 <= -0.6613393
    ->  class 1\|2  [0.957]

Rule 31/168: (263.9/10.6, lift 12.3)
    PC2 > 2.5099
    PC3 > 1.640775
    PC15 > -1.571989
    PC16 > 0.9959877
    PC55 > -0.5955569
    PC93 > -0.5394949
    ->  class 1\|2  [0.957]

Rule 31/169: (69.2/2.5, lift 12.2)
    PC2 <= 2.5099
    PC3 > -0.01609154
    PC16 > 0.8572028
    PC18 <= 0.2120996
    PC36 > -0.04169409
    PC38 > 0.1093038
    PC48 <= 0.3894522
    PC71 <= 1.38327
    PC75 <= 0.9789493
    PC87 > -0.06414759
    PC100 > -0.01451484
    ->  class 1\|2  [0.951]

Rule 31/170: (12.3, lift 11.9)
    PC5 > 12.1829
    PC16 <= -1.963041
    PC95 <= -0.0869053
    ->  class 1\|2  [0.930]

Rule 31/171: (10.8, lift 11.8)
    PC2 <= 2.5099
    PC16 <= -1.963041
    PC44 <= -1.972712
    ->  class 1\|2  [0.922]

Rule 31/172: (9, lift 11.7)
    PC1 > 1.128336
    PC2 > 2.5099
    PC15 <= -1.571989
    ->  class 1\|2  [0.909]

Rule 31/173: (49.2/4.3, lift 11.5)
    PC1 > -0.430681
    PC8 <= -3.76792
    PC19 <= -1.527043
    ->  class 1\|2  [0.897]

Rule 31/174: (45.9/5.3, lift 11.1)
    PC1 > -0.430681
    PC8 > -3.76792
    PC11 > 2.611002
    PC16 <= -1.963041
    ->  class 1\|2  [0.869]

Rule 31/175: (357.4/46.5, lift 11.1)
    PC1 > -0.1603135
    PC1 <= 25.43189
    PC2 <= 2.5099
    PC12 <= 2.889639
    PC16 > -1.963041
    PC16 <= 0.8572028
    PC19 <= -1.326658
    PC23 <= 0.04877394
    PC77 > -1.330353
    ->  class 1\|2  [0.868]

Rule 31/176: (28.8/4, lift 10.7)
    PC2 <= 2.5099
    PC3 > -0.01609154
    PC12 <= 2.889639
    PC16 > -1.963041
    PC30 <= 0.4536837
    PC46 > 2.391228
    PC48 <= 0.6548464
    PC99 > -0.4568278
    ->  class 1\|2  [0.838]

Rule 31/177: (91.3/0.3, lift 15.2)
    PC1 > -0.430681
    PC3 > -0.01609154
    PC5 <= 2.990929
    PC8 > -3.76792
    PC16 > 0.8572028
    PC34 > -0.6858287
    PC48 > 0.3894522
    PC83 <= 0.5933829
    ->  class 1\|3  [0.986]

Rule 31/178: (53.7/1, lift 14.9)
    PC1 <= 1.128336
    PC2 > 2.5099
    PC3 > 1.640775
    PC15 <= -1.571989
    PC68 <= 1.411125
    ->  class 1\|3  [0.964]

Rule 31/179: (17/0.7, lift 14.0)
    PC1 > -0.1603135
    PC2 <= 2.5099
    PC3 > -0.01609154
    PC16 > -1.963041
    PC19 <= -1.326658
    PC23 <= 0.04877394
    PC66 > 0.5579212
    ->  class 1\|3  [0.910]

Rule 31/180: (8.2, lift 13.9)
    PC3 > -0.01609154
    PC19 <= -1.326658
    PC49 <= -1.559507
    ->  class 1\|3  [0.902]

Rule 31/181: (32/3.8, lift 13.2)
    PC1 > -0.430681
    PC3 > -0.01609154
    PC8 <= -1.099384
    PC16 <= 0.8572028
    PC19 <= -1.326658
    PC29 <= -0.05536712
    ->  class 1\|3  [0.858]

Rule 31/182: (56.4/17, lift 10.7)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > 0.9959877
    PC93 <= -0.5394949
    ->  class 1\|3  [0.691]

Rule 31/183: (5039.5/3836.8, lift 3.7)
    PC1 > -0.430681
    PC2 <= 2.5099
    ->  class 1\|3  [0.239]

Rule 31/184: (332.6, lift 15.0)
    PC8 > 1.706811
    PC19 <= -1.294458
    PC27 > -0.7038797
    PC36 > -0.2906993
    PC40 > -0.6133035
    PC41 <= 1.617613
    PC46 <= 1.171234
    PC47 > -1.279669
    PC52 <= 0.2286334
    PC59 <= 0.2858767
    PC70 <= 0.1566341
    PC84 > -0.2054339
    ->  class 2\|0  [0.997]

Rule 31/185: (198.8, lift 14.9)
    PC1 <= -0.430681
    PC8 > 1.706811
    PC12 > -0.5527602
    PC21 > -0.1701935
    PC34 <= -0.2715235
    PC36 > -0.2906993
    PC59 <= 0.2858767
    ->  class 2\|0  [0.995]

Rule 31/186: (180.8, lift 14.9)
    PC1 <= -0.430681
    PC8 > 1.706811
    PC9 <= 3.05019
    PC12 > -1.251273
    PC21 > -0.1701935
    PC32 > 1.272194
    ->  class 2\|0  [0.995]

Rule 31/187: (374.2/5.3, lift 14.8)
    PC1 <= -0.430681
    PC8 > 1.706811
    PC10 <= 0.3313117
    PC12 > -0.5527602
    PC16 <= 0.5831272
    PC21 > -0.1701935
    PC27 > -0.7038797
    PC36 > -0.2906993
    PC40 > -0.6133035
    PC59 <= 0.2858767
    PC70 <= 0.1566341
    PC74 > -0.1706181
    ->  class 2\|0  [0.983]

Rule 31/188: (315.3/7.7, lift 14.6)
    PC8 > 4.593067
    PC12 > -1.251273
    PC17 > -0.7044799
    PC21 > -0.1701935
    PC59 <= 0.2858767
    PC85 <= 1.262518
    ->  class 2\|0  [0.973]

Rule 31/189: (71.8/1.4, lift 14.5)
    PC1 > -0.1603135
    PC3 <= -0.01609154
    PC8 > -0.5328313
    PC9 <= -0.4910594
    PC24 > -0.1545882
    PC62 <= 0.1337718
    PC71 > -0.7803868
    ->  class 2\|0  [0.968]

Rule 31/190: (324/10.7, lift 14.5)
    PC8 > 1.706811
    PC10 <= 0.3313117
    PC12 > -0.5527602
    PC21 > 1.193714
    PC46 <= 1.171234
    PC52 <= 0.2286334
    PC59 <= 0.2858767
    PC70 <= 0.1566341
    PC84 > -0.2054339
    ->  class 2\|0  [0.964]

Rule 31/191: (94.6/2.8, lift 14.4)
    PC8 > 5.797413
    PC12 > -1.251273
    PC21 > -0.1701935
    PC88 > -0.4269749
    ->  class 2\|0  [0.961]

Rule 31/192: (20.6, lift 14.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.05561064
    PC8 <= 1.706811
    PC44 > 0.8688231
    PC83 <= -0.4805476
    PC97 <= 1.36345
    ->  class 2\|0  [0.956]

Rule 31/193: (13.9, lift 14.1)
    PC1 > -0.430681
    PC1 <= -0.3213688
    PC2 <= 2.5099
    PC8 > -0.2376927
    PC41 <= 0.7198779
    PC73 <= 0.155719
    ->  class 2\|0  [0.937]

Rule 31/194: (27.2/1.1, lift 13.9)
    PC1 <= -0.430681
    PC8 > 1.706811
    PC17 > 0.4994554
    PC21 > -0.1701935
    PC88 > -0.4269749
    ->  class 2\|0  [0.927]

Rule 31/195: (11.2, lift 13.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.05561064
    PC21 > -0.1701935
    PC30 <= -0.4688632
    ->  class 2\|0  [0.924]

Rule 31/196: (9.2, lift 13.6)
    PC2 <= 2.5099
    PC8 > 1.706811
    PC12 > -1.251273
    PC21 > -0.1701935
    PC31 <= -0.4652129
    PC70 > 0.1566341
    ->  class 2\|0  [0.903]

Rule 31/197: (23.1/4.4, lift 11.8)
    PC1 <= -0.430681
    PC8 > 1.706811
    PC12 <= -1.251273
    PC21 > -0.1701935
    PC44 <= -1.792768
    ->  class 2\|0  [0.786]

Rule 31/198: (133.4/1.2, lift 9.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.05561064
    PC8 <= 1.706811
    PC12 > -2.818297
    PC22 > -0.7480259
    PC31 > -1.120177
    PC79 <= -0.04100212
    ->  class 2\|1  [0.984]

Rule 31/199: (60.7, lift 9.9)
    PC1 > -0.1603135
    PC3 <= -0.01609154
    PC8 > -0.5328313
    PC21 > -0.1042888
    PC71 <= -0.7803868
    ->  class 2\|1  [0.984]

Rule 31/200: (52.3, lift 9.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -1.929983
    PC28 <= -0.1979612
    ->  class 2\|1  [0.982]

Rule 31/201: (35.8, lift 9.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -1.929983
    PC12 > 5.58542
    ->  class 2\|1  [0.974]

Rule 31/202: (161.9/3.4, lift 9.8)
    PC1 <= -0.430681
    PC8 > 1.706811
    PC8 <= 4.593067
    PC12 <= -0.5527602
    PC21 > -0.1701935
    PC32 <= 1.272194
    PC59 <= 0.2858767
    ->  class 2\|1  [0.973]

Rule 31/203: (35.6, lift 9.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC6 <= -0.5297391
    PC8 > -1.929983
    PC8 <= 0.05561064
    PC20 <= -0.4858679
    PC35 <= 1.154362
    PC60 > 0.3489784
    PC100 <= 3.830744
    ->  class 2\|1  [0.973]

Rule 31/204: (21.9, lift 9.6)
    PC1 <= -0.430681
    PC8 > 4.593067
    PC31 <= -0.9754815
    ->  class 2\|1  [0.958]

Rule 31/205: (20.3, lift 9.6)
    PC1 > -0.430681
    PC1 <= -0.1603135
    PC2 <= 2.5099
    PC12 <= 0.04163058
    PC60 <= -0.5700263
    ->  class 2\|1  [0.955]

Rule 31/206: (17.9, lift 9.5)
    PC1 <= -0.430681
    PC8 > 1.706811
    PC19 <= -1.294458
    PC41 > 1.617613
    PC85 <= 1.262518
    ->  class 2\|1  [0.950]

Rule 31/207: (36.7/1, lift 9.5)
    PC1 > -0.430681
    PC1 <= 25.43189
    PC2 <= 2.5099
    PC3 <= -0.01609154
    PC4 <= 0.6762495
    PC8 > -0.5328313
    PC24 > -0.1545882
    PC62 > 0.1337718
    ->  class 2\|1  [0.949]

Rule 31/208: (16.1, lift 9.5)
    PC1 > -0.430681
    PC1 <= -0.1603135
    PC12 > 0.04163058
    PC41 > 0.7198779
    ->  class 2\|1  [0.944]

Rule 31/209: (21.2/0.4, lift 9.4)
    PC2 <= 2.5099
    PC6 <= -0.5297391
    PC8 > -1.929983
    PC8 <= 0.05561064
    PC35 <= 1.154362
    PC60 > 0.3489784
    PC68 > 2.125539
    ->  class 2\|1  [0.941]

Rule 31/210: (197.2/14.1, lift 9.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.05561064
    PC22 <= -0.7480259
    PC61 <= -0.03505493
    PC98 > 0.06901895
    PC100 > -0.2347182
    ->  class 2\|1  [0.924]

Rule 31/211: (9.9, lift 9.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC6 <= -0.5297391
    PC8 > -1.929983
    PC8 <= 0.05561064
    PC20 > -0.4858679
    PC60 > 0.3489784
    PC69 <= -0.2883855
    ->  class 2\|1  [0.913]

Rule 31/212: (21.8/1.4, lift 9.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC6 <= -0.5297391
    PC8 > -1.929983
    PC8 <= 0.05561064
    PC35 <= 1.154362
    PC45 > 0.3485494
    PC60 > 0.3489784
    ->  class 2\|1  [0.901]

Rule 31/213: (32.6/2.9, lift 8.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.05561064
    PC22 <= -0.7480259
    PC59 <= -0.3023128
    ->  class 2\|1  [0.889]

Rule 31/214: (4.8, lift 8.6)
    PC1 <= -0.430681
    PC2 <= -5.427376
    PC8 > -3.393956
    PC32 > 1.947536
    ->  class 2\|1  [0.854]

Rule 31/215: (18.8/3.8, lift 7.7)
    PC2 <= 2.5099
    PC8 > -0.04712294
    PC8 <= 0.05561064
    PC21 > 1.559848
    ->  class 2\|1  [0.768]

Rule 31/216: (25/6.2, lift 7.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -1.929983
    PC100 > 3.830744
    ->  class 2\|1  [0.734]

Rule 31/217: (10.8/2.8, lift 7.1)
    PC1 <= -0.430681
    PC3 > 0.007217454
    PC6 <= -0.5297391
    PC8 > -1.929983
    PC8 <= 0.05561064
    PC35 <= 1.154362
    ->  class 2\|1  [0.705]

Rule 31/218: (22.2/7.1, lift 6.7)
    PC2 <= 2.5099
    PC8 > -1.929983
    PC45 <= 0.3298274
    PC60 <= 0.3489784
    PC77 <= -3.442439
    ->  class 2\|1  [0.665]

Rule 31/219: (3003.8/1431.4, lift 5.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.05561064
    ->  class 2\|1  [0.523]

Rule 31/220: (105.9, lift 11.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.05561064
    PC8 <= 1.706811
    PC22 <= -0.7480259
    PC32 <= 0.6054547
    PC59 > -0.3023128
    PC61 > -0.03505493
    PC71 <= 0.4057996
    ->  class 2\|2  [0.991]

Rule 31/221: (124.8/2, lift 11.1)
    PC2 <= 2.5099
    PC3 > -1.505151
    PC5 > 0.1779436
    PC8 > -3.393956
    PC8 <= 0.05561064
    PC19 > -2.848473
    PC21 <= -1.355879
    PC33 <= 0.3241459
    PC46 > -0.4817809
    ->  class 2\|2  [0.976]

Rule 31/222: (423.2/14.4, lift 10.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC3 > -1.640187
    PC8 > -1.929983
    PC8 <= 0.05561064
    PC10 > -0.2906615
    PC15 > -2.639711
    PC15 <= 3.89344
    PC21 <= 1.559848
    PC28 > -0.1979612
    PC45 <= 0.3298274
    PC46 > -0.1679086
    PC60 <= 0.04692408
    PC77 > -3.442439
    ->  class 2\|2  [0.964]

Rule 31/223: (57.9/1.2, lift 10.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -1.929983
    PC8 <= -0.04712294
    PC21 > 1.559848
    PC60 <= 0.2262723
    PC77 > -3.442439
    ->  class 2\|2  [0.963]

Rule 31/224: (24.4, lift 10.9)
    PC8 > -3.393956
    PC8 <= -1.929983
    PC9 > 12.34091
    PC32 <= 1.947536
    ->  class 2\|2  [0.962]

Rule 31/225: (21.1, lift 10.9)
    PC1 <= -0.430681
    PC8 > -3.393956
    PC8 <= -1.929983
    PC32 <= 1.947536
    PC100 <= -3.1736
    ->  class 2\|2  [0.957]

Rule 31/226: (150.9/6.1, lift 10.8)
    PC1 <= -2.425225
    PC5 > 0.1779436
    PC8 > -3.393956
    PC8 <= -1.929983
    PC12 <= 4.993318
    PC19 > -2.848473
    PC25 <= 0.259551
    PC33 <= 0.3241459
    PC44 <= 0.261892
    PC46 > -0.4817809
    PC53 <= 1.131412
    PC58 > -0.6270184
    PC62 > -0.4826386
    PC72 > -1.285972
    PC74 <= 0.8261028
    ->  class 2\|2  [0.953]

Rule 31/227: (208.1/9.3, lift 10.8)
    PC1 <= -0.430681
    PC2 <= -1.025067
    PC8 > 0.05561064
    PC8 <= 1.706811
    PC22 <= -0.7480259
    PC32 <= 0.6054547
    PC44 <= 0.8688231
    PC59 > -0.3023128
    PC71 <= 0.4057996
    PC88 <= 0.4115615
    PC98 <= 0.06901895
    ->  class 2\|2  [0.951]

Rule 31/228: (18.5, lift 10.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -1.929983
    PC8 <= 0.05561064
    PC26 <= 2.436941
    PC28 > -0.1979612
    PC42 > 1.468734
    PC60 > 0.3489784
    PC100 <= 3.830744
    ->  class 2\|2  [0.951]

Rule 31/229: (342.1/17.4, lift 10.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC3 > -1.640187
    PC8 > -1.929983
    PC8 <= 0.05561064
    PC10 > -0.2906615
    PC15 > -2.639711
    PC15 <= 3.89344
    PC16 <= 0.9558718
    PC22 > -1.720898
    PC45 <= 0.3298274
    PC46 > -0.1679086
    PC60 <= 0.3489784
    PC83 > -0.7477797
    PC89 > -0.3295882
    PC100 <= 3.830744
    ->  class 2\|2  [0.946]

Rule 31/230: (326.8/18, lift 10.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC3 > -1.640187
    PC8 > -1.929983
    PC8 <= 0.05561064
    PC10 > -0.2906615
    PC15 <= 3.89344
    PC19 > -0.1388253
    PC21 <= 1.559848
    PC31 <= 1.560445
    PC58 > -0.1572946
    PC60 <= 0.3489784
    PC77 > -3.442439
    PC92 <= 0.1720645
    ->  class 2\|2  [0.942]

Rule 31/231: (102.7/5.5, lift 10.6)
    PC1 <= -0.430681
    PC2 <= -1.025067
    PC8 > 0.05561064
    PC8 <= 1.706811
    PC22 <= -0.7480259
    PC32 <= 0.6054547
    PC44 <= 0.8688231
    PC59 > -0.3023128
    PC71 <= 0.4057996
    PC100 <= -0.2347182
    ->  class 2\|2  [0.938]

Rule 31/232: (116.6/7, lift 10.6)
    PC1 <= -0.430681
    PC2 <= -1.025067
    PC8 <= 1.706811
    PC40 <= -1.179988
    PC44 <= 0.8688231
    PC62 > -1.215328
    PC79 > -0.04100212
    PC85 > -1.504104
    ->  class 2\|2  [0.933]

Rule 31/233: (13, lift 10.6)
    PC1 > -2.425225
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC5 > 0.1779436
    PC8 > -3.393956
    PC8 <= -1.929983
    PC19 > -2.848473
    PC36 <= -0.2200289
    ->  class 2\|2  [0.933]

Rule 31/234: (74.1/4.6, lift 10.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.05561064
    PC8 <= 1.706811
    PC12 <= -2.818297
    PC44 <= 0.8688231
    ->  class 2\|2  [0.927]

Rule 31/235: (103.8/6.7, lift 10.5)
    PC1 <= -1.70933
    PC4 > -0.3760047
    PC6 <= -0.5297391
    PC8 > -1.929983
    PC8 <= 0.05561064
    PC20 > -0.4858679
    PC35 <= 1.154362
    PC45 <= 0.3485494
    PC57 <= 1.023733
    PC60 > 0.3489784
    PC68 <= 2.125539
    PC69 > -0.2883855
    PC83 > -1.073892
    PC97 > -0.9251474
    ->  class 2\|2  [0.927]

Rule 31/236: (40.1/2.2, lift 10.5)
    PC1 <= -0.430681
    PC5 > 0.1779436
    PC8 > -3.393956
    PC8 <= -1.929983
    PC32 <= 1.947536
    PC33 <= 0.3241459
    PC86 > 0.6842633
    ->  class 2\|2  [0.923]

Rule 31/237: (42/2.5, lift 10.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC6 > -0.5297391
    PC8 > -1.225654
    PC8 <= 0.05561064
    PC10 > -0.3256498
    PC26 <= 2.436941
    PC60 > 0.3489784
    PC80 > -0.4681124
    PC85 <= 0.2557528
    ->  class 2\|2  [0.921]

Rule 31/238: (27.6/1.8, lift 10.3)
    PC8 > 0.05561064
    PC8 <= 1.706811
    PC9 <= -2.627024
    PC43 <= -0.1259129
    ->  class 2\|2  [0.905]

Rule 31/239: (7.6, lift 10.2)
    PC1 > -0.430681
    PC1 <= 25.43189
    PC2 <= 2.5099
    PC3 <= -0.01609154
    PC4 <= 0.6762495
    PC8 > -0.5328313
    PC9 > -0.4910594
    PC24 > -0.1545882
    PC62 <= 0.1337718
    ->  class 2\|2  [0.896]

Rule 31/240: (7.5, lift 10.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.05561064
    PC23 > 1.22015
    PC44 > 0.8688231
    PC83 > -0.4805476
    ->  class 2\|2  [0.895]

Rule 31/241: (56.6/6.7, lift 9.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.05561064
    PC21 <= -0.1701935
    PC40 <= -1.644845
    ->  class 2\|2  [0.869]

Rule 31/242: (19.4/2, lift 9.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -1.929983
    PC8 <= 0.05561064
    PC12 <= 5.58542
    PC47 > 1.536644
    ->  class 2\|2  [0.860]

Rule 31/243: (11.9/1, lift 9.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.05561064
    PC8 <= 1.706811
    PC40 > -1.179988
    PC43 <= -2.675616
    PC79 > -0.04100212
    ->  class 2\|2  [0.853]

Rule 31/244: (6.4/0.3, lift 9.6)
    PC1 <= -0.430681
    PC8 > 1.706811
    PC21 <= -0.1701935
    PC93 > 0.6464217
    ->  class 2\|2  [0.850]

Rule 31/245: (23.8/4.2, lift 9.1)
    PC1 <= -0.430681
    PC8 > 0.05561064
    PC8 <= 1.706811
    PC31 <= -1.120177
    PC44 <= 0.8688231
    PC62 > -1.215328
    PC85 > -1.504104
    ->  class 2\|2  [0.798]

Rule 31/246: (87.8/17.8, lift 9.0)
    PC1 <= -0.430681
    PC2 <= -1.025067
    PC8 > 0.05561064
    PC8 <= 1.706811
    PC9 > -2.627024
    PC40 > -1.179988
    PC43 <= -0.1259129
    PC47 <= -0.06518489
    PC62 > -1.215328
    PC68 > -0.5463692
    ->  class 2\|2  [0.791]

Rule 31/247: (24.7/4.7, lift 8.9)
    PC2 <= -1.025067
    PC8 > 0.05561064
    PC8 <= 1.706811
    PC44 <= 0.8688231
    PC85 <= -1.504104
    ->  class 2\|2  [0.787]

Rule 31/248: (9.5/2.1, lift 8.3)
    PC1 <= -0.430681
    PC3 <= -1.505151
    PC8 > -3.393956
    PC8 <= -1.929983
    ->  class 2\|2  [0.733]

Rule 31/249: (15.8/4.1, lift 8.1)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 <= -0.01609154
    PC8 > -0.5328313
    PC16 > -1.963041
    PC21 <= -0.1042888
    PC71 <= -0.7803868
    ->  class 2\|2  [0.716]

Rule 31/250: (10.8/4.3, lift 6.6)
    PC1 <= -0.430681
    PC8 > 1.706811
    PC12 > -1.251273
    PC17 <= -0.7044799
    ->  class 2\|2  [0.586]

Rule 31/251: (953/489.1, lift 5.5)
    PC1 <= -0.430681
    PC2 <= -1.025067
    PC8 > 0.05561064
    PC8 <= 1.706811
    PC44 <= 0.8688231
    PC97 <= 1.36345
    ->  class 2\|2  [0.487]

Rule 31/252: (334.8/273.6, lift 2.1)
    PC1 <= -0.430681
    PC5 > 0.1779436
    PC8 <= -1.929983
    PC29 > 0.1373094
    ->  class 2\|2  [0.185]

Rule 31/253: (66.5, lift 9.1)
    PC8 <= -1.929983
    PC12 > 4.993318
    PC32 <= 1.947536
    ->  class 2\|3  [0.985]

Rule 31/254: (117.5/1, lift 9.0)
    PC1 <= -0.430681
    PC3 > -1.505151
    PC5 > 0.1779436
    PC8 > -3.393956
    PC8 <= -1.929983
    PC9 <= 12.34091
    PC33 > 0.3241459
    PC100 > -3.1736
    ->  class 2\|3  [0.983]

Rule 31/255: (112.2/1, lift 9.0)
    PC1 <= -0.430681
    PC5 > 0.1779436
    PC8 > -3.393956
    PC8 <= -1.929983
    PC9 <= 12.34091
    PC19 > -2.848473
    PC32 <= 1.947536
    PC46 <= -0.4817809
    PC100 > -3.1736
    ->  class 2\|3  [0.982]

Rule 31/256: (51.8, lift 9.0)
    PC1 <= -0.430681
    PC8 <= -1.929983
    PC36 <= 0.2752226
    PC45 <= 0.06926441
    PC53 > 1.260557
    PC85 <= 0.6620975
    ->  class 2\|3  [0.981]

Rule 31/257: (37.3, lift 9.0)
    PC1 <= -2.425225
    PC8 > -3.393956
    PC8 <= -1.929983
    PC58 <= -0.6270184
    ->  class 2\|3  [0.975]

Rule 31/258: (75/1, lift 8.9)
    PC1 <= -2.425225
    PC3 > -1.505151
    PC8 > -3.393956
    PC8 <= -1.929983
    PC19 > -2.848473
    PC32 <= 1.947536
    PC44 > 0.261892
    PC62 > -0.4826386
    PC100 > -3.1736
    ->  class 2\|3  [0.974]

Rule 31/259: (32.1, lift 8.9)
    PC1 > -0.430681
    PC1 <= -0.1603135
    PC2 <= 2.5099
    PC8 <= -0.2376927
    PC18 > -0.2446704
    PC27 <= 0.1304396
    PC41 <= 0.9981751
    ->  class 2\|3  [0.969]

Rule 31/260: (30.2, lift 8.9)
    PC2 <= 2.5099
    PC3 > -1.505151
    PC8 <= -1.929983
    PC9 <= 12.34091
    PC25 > 0.259551
    PC32 <= 1.947536
    PC62 > -0.4826386
    ->  class 2\|3  [0.969]

Rule 31/261: (28.6/0.6, lift 8.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.05561064
    PC97 > 1.36345
    ->  class 2\|3  [0.949]

Rule 31/262: (21.4/0.2, lift 8.7)
    PC2 <= 2.5099
    PC8 <= 0.05561064
    PC28 > -0.1979612
    PC46 > -0.1679086
    PC60 > 0.04692408
    PC60 <= 0.3489784
    PC83 > -0.7477797
    PC89 <= -0.3295882
    ->  class 2\|3  [0.948]

Rule 31/263: (317.1/16.7, lift 8.7)
    PC8 <= -3.393956
    PC19 > 0.463954
    PC20 > -0.3000066
    PC24 > -0.04191901
    PC66 <= 0.1058068
    PC85 <= 0.6620975
    PC94 <= 0.5393641
    ->  class 2\|3  [0.944]

Rule 31/264: (8.8/0.2, lift 8.1)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > -0.01609154
    PC3 <= 0.3151459
    PC16 > 0.8572028
    ->  class 2\|3  [0.885]

Rule 31/265: (53.2/16.1, lift 6.3)
    PC1 > -0.1603135
    PC1 <= 7.923121
    PC3 <= -0.01609154
    PC4 <= 0.6762495
    PC8 > -3.76792
    PC8 <= -0.5328313
    PC11 <= 5.393445
    PC58 > -0.4834135
    ->  class 2\|3  [0.691]

Rule 31/266: (1266.8/608.2, lift 4.8)
    PC2 <= 2.5099
    PC8 <= -3.76792
    ->  class 2\|3  [0.520]

Rule 31/267: (184.2/94.4, lift 4.5)
    PC1 > -0.1603135
    PC2 <= 2.5099
    PC9 <= -0.4087924
    PC16 > -1.963041
    PC16 <= 0.8572028
    PC19 > -1.326658
    PC48 <= 0.6548464
    ->  class 2\|3  [0.487]

Rule 31/268: (11939/9768.9, lift 1.7)
    PC2 <= 2.5099
    ->  class 2\|3  [0.182]

Rule 31/269: (102.5/0.6, lift 23.1)
    PC8 <= -3.393956
    PC19 <= 0.463954
    PC31 <= 1.336168
    PC44 > 0.8599885
    PC45 <= 0.06926441
    PC46 <= 0.413817
    PC94 <= 0.8244115
    ->  class 2\|4  [0.985]

Rule 31/270: (60.5, lift 23.1)
    PC1 <= -0.430681
    PC8 > -3.393956
    PC8 <= -1.929983
    PC19 <= -2.848473
    PC56 <= -0.06125976
    ->  class 2\|4  [0.984]

Rule 31/271: (121/1.1, lift 23.0)
    PC1 <= -0.430681
    PC8 <= -3.393956
    PC46 <= 0.413817
    PC51 > -0.1609714
    PC85 > 0.6620975
    ->  class 2\|4  [0.983]

Rule 31/272: (54.1, lift 23.0)
    PC1 <= -0.430681
    PC8 <= -1.929983
    PC19 <= -2.848473
    PC31 > -0.02216431
    ->  class 2\|4  [0.982]

Rule 31/273: (74.1/0.4, lift 23.0)
    PC8 <= -3.393956
    PC12 > -0.5185459
    PC19 <= 0.463954
    PC36 <= 0.2752226
    PC45 > 0.06926441
    PC46 <= 0.413817
    PC61 > 0.2316227
    ->  class 2\|4  [0.982]

Rule 31/274: (193.4/3.1, lift 22.9)
    PC2 <= 2.5099
    PC8 <= -3.393956
    PC19 <= 0.463954
    PC23 <= 2.4207
    PC31 <= 1.336168
    PC36 <= 0.2752226
    PC45 <= 0.06926441
    PC46 <= 0.413817
    PC49 <= 0.1067075
    PC53 <= 1.260557
    PC85 <= 0.6620975
    PC94 <= 0.8244115
    ->  class 2\|4  [0.979]

Rule 31/275: (39.3, lift 22.9)
    PC1 > -0.1603135
    PC2 <= 2.5099
    PC8 <= -3.76792
    PC89 <= -0.3981536
    ->  class 2\|4  [0.976]

Rule 31/276: (44.3/0.5, lift 22.7)
    PC2 <= 2.5099
    PC8 <= -1.929983
    PC16 <= -0.1888265
    PC20 <= -0.3000066
    PC43 > -0.1371589
    PC66 <= 0.1058068
    ->  class 2\|4  [0.968]

Rule 31/277: (38/0.4, lift 22.6)
    PC1 <= -0.430681
    PC8 <= -1.929983
    PC16 <= -0.1888265
    PC19 > 0.463954
    PC43 > -0.1371589
    PC66 > 0.1058068
    ->  class 2\|4  [0.965]

Rule 31/278: (26.2, lift 22.6)
    PC1 <= -2.425225
    PC5 > 0.1779436
    PC8 > -3.393956
    PC8 <= -1.929983
    PC9 <= 12.34091
    PC16 > -0.9938945
    PC33 <= 0.3241459
    PC62 <= -0.4826386
    PC79 <= 0.004543865
    ->  class 2\|4  [0.964]

Rule 31/279: (114.8/4.1, lift 22.4)
    PC1 <= -0.430681
    PC8 <= -3.393956
    PC16 <= -0.1888265
    PC24 <= -0.04191901
    PC43 > -0.1371589
    ->  class 2\|4  [0.956]

Rule 31/280: (20.4, lift 22.4)
    PC1 > -0.430681
    PC8 <= -3.76792
    PC19 > -1.527043
    PC35 <= -1.000107
    ->  class 2\|4  [0.955]

Rule 31/281: (17.9, lift 22.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC5 <= 0.1779436
    PC8 <= -1.929983
    PC32 <= 1.947536
    PC45 > 0.4309001
    ->  class 2\|4  [0.950]

Rule 31/282: (9.6, lift 21.4)
    PC1 > -0.430681
    PC3 <= -0.01609154
    PC4 <= 0.6762495
    PC8 <= -0.5328313
    PC11 <= 5.393445
    PC24 > -0.1545882
    PC58 <= -0.4834135
    ->  class 2\|4  [0.914]

Rule 31/283: (41.2/3.9, lift 20.8)
    PC1 > -0.430681
    PC1 <= -0.1603135
    PC2 <= 2.5099
    PC8 <= -0.2376927
    PC27 > 0.1304396
    PC45 > -0.2961768
    ->  class 2\|4  [0.886]

Rule 31/284: (13.7/1.4, lift 19.9)
    PC1 <= -0.430681
    PC6 > -0.5297391
    PC8 > -1.929983
    PC26 > 2.436941
    PC60 > 0.3489784
    ->  class 2\|4  [0.848]

Rule 31/285: (4.1, lift 19.6)
    PC1 <= -0.430681
    PC6 > -0.5297391
    PC19 <= -4.698012
    ->  class 2\|4  [0.836]

Rule 31/286: (43.7/6.7, lift 19.5)
    PC1 <= -0.430681
    PC8 <= -3.393956
    PC19 > 0.463954
    PC46 <= 0.413817
    PC85 <= 0.6620975
    PC94 > 0.5393641
    ->  class 2\|4  [0.832]

Rule 31/287: (86.6/15.7, lift 19.0)
    PC5 <= 0.1779436
    PC8 <= -1.947681
    PC19 > -2.848473
    PC85 > 0.7277512
    ->  class 2\|4  [0.811]

Rule 31/288: (51.6/11.3, lift 18.1)
    PC1 > -0.1603135
    PC2 <= 2.5099
    PC8 <= -3.76792
    PC19 > -1.527043
    PC88 <= -0.1302425
    ->  class 2\|4  [0.771]

Rule 31/289: (22.5/6.5, lift 16.3)
    PC1 <= -0.430681
    PC8 > -1.947681
    PC8 <= -1.929983
    PC19 > -2.848473
    ->  class 2\|4  [0.695]

Default class: 2\|3

-----  Trial 32:  -----

Rules:

Rule 32/1: (103.7/0.7, lift 16.4)
    PC2 <= 6.632227
    PC13 <= 5.682852
    PC18 > 2.052136
    PC33 <= 3.156666
    PC35 <= 0.5582652
    PC80 <= -0.4806385
    ->  class 0\|0  [0.984]

Rule 32/2: (107.8/1.6, lift 16.3)
    PC2 <= 6.632227
    PC18 > 2.052136
    PC33 <= 3.156666
    PC35 <= 0.5582652
    PC40 > -2.748798
    PC87 <= 0.276884
    PC92 <= -0.7213094
    ->  class 0\|0  [0.977]

Rule 32/3: (186.5/3.9, lift 16.3)
    PC13 <= 5.682852
    PC18 > 2.052136
    PC19 <= 0.04222678
    PC24 <= -2.807883
    PC28 <= 2.92149
    PC33 <= 3.156666
    PC35 <= 0.5582652
    ->  class 0\|0  [0.974]

Rule 32/4: (36.8/0.3, lift 16.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 5.682852
    PC18 > -0.4683644
    PC18 <= 2.052136
    PC29 <= 3.014236
    PC40 > -2.748798
    PC42 > -3.974739
    PC46 > 0.3982618
    PC71 <= 0.5660325
    PC77 > -0.1469049
    PC86 <= 0.6310671
    PC98 > 0.2284441
    ->  class 0\|0  [0.967]

Rule 32/5: (28.5, lift 16.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -0.4683644
    PC18 <= 2.052136
    PC71 <= 0.5660325
    PC78 > -0.1692409
    PC83 <= -0.6756172
    PC87 <= 0.04421415
    ->  class 0\|0  [0.966]

Rule 32/6: (18.6, lift 15.9)
    PC10 <= -2.418985
    PC14 <= -0.7352768
    PC18 > -0.4683644
    ->  class 0\|0  [0.951]

Rule 32/7: (19.6/0.2, lift 15.8)
    PC2 > 2.5099
    PC13 <= 5.682852
    PC18 > -0.4683644
    PC20 > -4.604566
    PC30 > -3.055781
    PC77 > -0.1469049
    PC86 <= 0.6310671
    PC87 <= 0.04421415
    PC98 <= -1.099657
    ->  class 0\|0  [0.944]

Rule 32/8: (12.1, lift 15.5)
    PC13 > 5.682852
    PC13 <= 12.537
    PC18 > 2.798275
    PC31 > 0.1783828
    PC94 <= 1.731238
    ->  class 0\|0  [0.929]

Rule 32/9: (38.1/2.3, lift 15.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 5.682852
    PC18 > -0.4683644
    PC18 <= 2.052136
    PC23 <= -0.2210618
    PC46 <= 0.3982618
    PC51 <= 0.8631293
    PC71 <= 0.5660325
    PC77 > -0.1469049
    PC78 > -0.1692409
    PC86 <= 0.6310671
    PC87 <= 0.04421415
    PC90 > -1.669108
    ->  class 0\|0  [0.917]

Rule 32/10: (33.7/2.6, lift 15.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 > 0.2633233
    PC18 > -0.4683644
    PC18 <= 2.052136
    ->  class 0\|0  [0.898]

Rule 32/11: (15/1.4, lift 14.4)
    PC2 > 2.5099
    PC14 > -0.7352768
    PC18 > -0.4683644
    PC44 > 2.092405
    PC71 <= 0.5660325
    PC72 > -2.772385
    PC77 > -0.1469049
    PC86 <= 4.257531
    ->  class 0\|0  [0.860]

Rule 32/12: (3.9, lift 13.8)
    PC13 > 5.682852
    PC18 > 2.798275
    PC37 <= -0.4131722
    PC42 > -3.974739
    ->  class 0\|0  [0.829]

Rule 32/13: (14.1/3.5, lift 12.0)
    PC13 > 5.682852
    PC13 <= 12.537
    PC18 > 2.798275
    PC94 <= 1.731238
    PC100 > 0.9986106
    ->  class 0\|0  [0.721]

Rule 32/14: (1489.3/617.9, lift 9.8)
    PC13 <= 5.682852
    PC14 > -0.7352768
    PC18 > 2.052136
    PC20 > -4.604566
    PC28 <= 2.92149
    ->  class 0\|0  [0.585]

Rule 32/15: (74.8, lift 11.8)
    PC2 > 2.5099
    PC13 <= 5.682852
    PC14 > -0.7352768
    PC18 > 2.052136
    PC35 > 0.5582652
    ->  class 0\|1  [0.987]

Rule 32/16: (97.4/0.4, lift 11.8)
    PC14 > -0.7352768
    PC18 > 2.052136
    PC24 > -2.807883
    PC29 > -1.16093
    PC32 <= 0.576799
    PC48 <= 0.4995662
    PC68 <= 1.184043
    PC80 > -0.4806385
    PC87 > 0.276884
    ->  class 0\|1  [0.986]

Rule 32/17: (65.8, lift 11.8)
    PC2 > 2.5099
    PC2 <= 6.632227
    PC3 <= 1.640775
    PC7 > 0.7107105
    PC14 > -0.7352768
    PC17 > 0.3553725
    PC18 > -0.4683644
    PC18 <= 2.761912
    PC96 <= 1.044323
    ->  class 0\|1  [0.985]

Rule 32/18: (66.5, lift 11.8)
    PC13 <= 5.682852
    PC14 > -0.7352768
    PC18 > 2.052136
    PC18 <= 2.761912
    PC24 > -2.807883
    PC40 > 0.364882
    PC48 <= 0.4140876
    PC80 > -0.4806385
    PC92 > -0.7213094
    ->  class 0\|1  [0.985]

Rule 32/19: (61.2, lift 11.8)
    PC18 > 2.052136
    PC28 <= 2.92149
    PC29 > -2.469304
    PC40 > -2.748798
    PC48 <= 0.4140876
    PC55 <= -0.4932779
    ->  class 0\|1  [0.984]

Rule 32/20: (154.6/2.3, lift 11.7)
    PC2 > 2.5099
    PC3 <= -0.8029051
    PC11 <= 0.04281108
    PC13 <= 5.682852
    PC14 > -0.7352768
    PC17 > 0.3553725
    PC24 > -2.807883
    PC32 > -0.7586462
    PC36 <= 2.526415
    PC48 <= 0.4140876
    PC76 > -0.2430445
    PC80 > -0.4806385
    PC96 <= 1.044323
    PC97 > 0.1312201
    ->  class 0\|1  [0.979]

Rule 32/21: (173.5/3.3, lift 11.7)
    PC2 > 6.632227
    PC13 <= 5.682852
    PC14 > -0.7352768
    PC18 > 2.052136
    PC24 > -2.807883
    PC33 <= 2.263268
    PC40 > -2.748798
    PC75 <= 0.240147
    ->  class 0\|1  [0.975]

Rule 32/22: (32.6, lift 11.6)
    PC13 <= 5.682852
    PC14 > -0.7352768
    PC18 > 2.052136
    PC24 > -2.807883
    PC40 > -2.748798
    PC80 > 0.5679721
    PC96 <= 1.044323
    ->  class 0\|1  [0.971]

Rule 32/23: (96.1/2.1, lift 11.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 <= -0.7654072
    PC15 > -0.5219083
    PC18 <= -0.4683644
    PC20 > -3.549603
    PC25 <= 0.548264
    PC99 > -0.04963158
    ->  class 0\|1  [0.969]

Rule 32/24: (28.3, lift 11.6)
    PC13 <= 5.682852
    PC14 > -0.7352768
    PC18 > 2.052136
    PC24 > -2.807883
    PC26 > 0.8562506
    ->  class 0\|1  [0.967]

Rule 32/25: (252.6/9.4, lift 11.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -0.4683644
    PC18 <= 2.052136
    PC23 > -0.2210618
    PC44 <= 2.092405
    PC46 <= 0.3982618
    PC51 <= 0.8631293
    PC77 > -0.1469049
    PC78 > -0.1692409
    PC83 > -0.6756172
    PC86 <= 0.6310671
    PC90 > -1.669108
    PC98 > -1.099657
    ->  class 0\|1  [0.959]

Rule 32/26: (79.7/2.8, lift 11.4)
    PC13 > 5.682852
    PC13 <= 12.537
    PC18 > 2.798275
    PC20 > -4.604566
    PC31 <= 0.1783828
    PC37 > -0.4131722
    PC72 <= 0.7516389
    PC94 <= 1.731238
    PC100 <= 0.9986106
    ->  class 0\|1  [0.954]

Rule 32/27: (50.4/1.7, lift 11.3)
    PC7 > -0.7654072
    PC18 <= -0.4683644
    PC70 <= 2.60459
    PC77 <= 1.9801
    PC78 > 2.786675
    ->  class 0\|1  [0.948]

Rule 32/28: (17.1, lift 11.4)
    PC2 > 2.5099
    PC18 > -0.4683644
    PC18 <= 2.798275
    PC33 > 4.183145
    PC86 <= 4.257531
    ->  class 0\|1  [0.948]

Rule 32/29: (15.5, lift 11.3)
    PC2 > 2.5099
    PC18 > 2.052136
    PC19 > 0.04222678
    PC24 <= -2.807883
    PC30 > -3.055781
    ->  class 0\|1  [0.943]

Rule 32/30: (30.9/0.9, lift 11.3)
    PC2 > 2.5099
    PC13 <= 5.682852
    PC14 > -0.7352768
    PC18 > 2.052136
    PC33 > 3.156666
    ->  class 0\|1  [0.941]

Rule 32/31: (82.7/4.1, lift 11.3)
    PC13 <= 5.682852
    PC17 <= 0.3553725
    PC18 > 2.052136
    PC19 > -0.1887696
    PC24 > -2.807883
    PC62 <= 0.2575542
    PC80 > -0.4806385
    PC92 > -0.7213094
    PC96 <= 1.044323
    ->  class 0\|1  [0.939]

Rule 32/32: (93.9/10.6, lift 10.5)
    PC13 <= 5.682852
    PC18 > 2.052136
    PC20 > -4.604566
    PC24 > -2.807883
    PC48 <= 0.4140876
    PC80 > -0.4806385
    PC89 > 0.3894147
    PC92 > -0.7213094
    PC96 <= 1.044323
    ->  class 0\|1  [0.879]

Rule 32/33: (34.9/4.6, lift 10.2)
    PC13 <= 5.682852
    PC18 > 2.052136
    PC24 > -2.807883
    PC28 <= 2.92149
    PC59 <= -1.972666
    PC72 > -2.772385
    PC80 > -0.4806385
    PC87 <= 0.276884
    ->  class 0\|1  [0.848]

Rule 32/34: (16.3/2.8, lift 9.5)
    PC4 <= 7.788401
    PC10 <= -2.257987
    PC14 > -1.034885
    PC18 <= -0.4683644
    PC20 > -3.808707
    PC38 <= 1.509924
    PC61 <= -0.5566529
    ->  class 0\|1  [0.794]

Rule 32/35: (1045.8/313.7, lift 8.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 <= 0.2633233
    PC13 <= 5.682852
    PC14 > -0.7352768
    PC18 > -0.4683644
    PC18 <= 2.052136
    PC20 > -4.604566
    PC40 > -2.748798
    PC72 > -2.772385
    PC86 <= 4.257531
    PC90 > -1.669108
    ->  class 0\|1  [0.700]

Rule 32/36: (44.7/15.7, lift 7.7)
    PC7 > -0.7654072
    PC10 <= -6.299334
    PC18 <= -0.4683644
    PC28 <= -0.05898223
    ->  class 0\|1  [0.642]

Rule 32/37: (49.1, lift 10.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 5.682852
    PC18 > -0.4683644
    PC18 <= 2.052136
    PC20 > -4.604566
    PC51 > 0.8631293
    PC77 > -0.1469049
    ->  class 0\|2  [0.980]

Rule 32/38: (100.7/1.4, lift 9.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC12 > -0.6377549
    PC12 <= 0.4814967
    PC18 > -0.4683644
    PC18 <= 2.052136
    PC20 > -1.065542
    PC23 <= 2.706295
    PC44 <= 0.7499931
    PC72 <= 0.7176616
    PC77 <= -0.1469049
    PC81 > -1.36722
    PC93 <= 0.3012548
    ->  class 0\|2  [0.976]

Rule 32/39: (28.8, lift 9.8)
    PC18 > -0.4683644
    PC20 > -4.604566
    PC30 <= -3.055781
    PC42 > -3.974739
    ->  class 0\|2  [0.965]

Rule 32/40: (24, lift 9.8)
    PC14 > -0.7352768
    PC18 > -0.4683644
    PC18 <= 2.052136
    PC29 > 3.014236
    PC71 <= 0.5660325
    ->  class 0\|2  [0.958]

Rule 32/41: (20.4, lift 9.7)
    PC2 > 2.5099
    PC18 <= -0.4683644
    PC20 > -3.808707
    PC30 > -3.476227
    PC37 > -0.791843
    PC77 > -0.5651829
    PC84 > 0.9022036
    PC96 <= -0.6900658
    ->  class 0\|2  [0.955]

Rule 32/42: (12.3, lift 9.5)
    PC10 <= -6.138355
    PC20 <= -3.549603
    ->  class 0\|2  [0.930]

Rule 32/43: (13.8/1.4, lift 8.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 <= 0.3790831
    PC13 <= 5.682852
    PC18 > -0.4683644
    PC18 <= 2.052136
    PC46 <= 0.3982618
    PC77 > -0.1469049
    PC78 <= -0.1692409
    ->  class 0\|2  [0.849]

Rule 32/44: (51.2/12.9, lift 7.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 5.682852
    PC14 > -0.7352768
    PC18 > -0.4683644
    PC18 <= 2.052136
    PC20 > -4.604566
    PC71 > 0.5660325
    PC86 <= 4.257531
    PC90 > -1.669108
    ->  class 0\|2  [0.738]

Rule 32/45: (7787.5/5830, lift 2.6)
    PC2 > 2.5099
    ->  class 0\|2  [0.251]

Rule 32/46: (158, lift 10.2)
    PC3 <= 1.640775
    PC4 > -7.746524
    PC4 <= 7.788401
    PC7 > -0.5951345
    PC18 <= -1.426588
    PC28 > -0.6495039
    PC31 > -0.2855957
    PC34 > -2.321645
    PC35 <= 0.5705621
    PC36 <= 1.108155
    PC70 <= 1.277294
    PC71 <= 0.8202785
    PC84 > -0.4426785
    PC89 <= -0.2033928
    PC90 > -1.145822
    PC94 <= 0.5908191
    ->  class 0\|3  [0.994]

Rule 32/47: (141.1, lift 10.2)
    PC3 <= 1.640775
    PC4 > -7.746524
    PC4 <= 7.788401
    PC7 > -0.5951345
    PC18 <= -0.4683644
    PC23 <= 1.277671
    PC28 > -0.6495039
    PC31 > -0.2855957
    PC32 > -1.226106
    PC34 > -2.321645
    PC36 > -2.53652
    PC58 <= 2.418762
    PC61 > -0.5566529
    PC71 <= 0.8202785
    PC78 <= 2.786675
    PC91 <= -0.8545242
    PC98 <= 1.946721
    ->  class 0\|3  [0.993]

Rule 32/48: (105.6, lift 10.2)
    PC2 > 2.5099
    PC4 > -7.746524
    PC4 <= 7.788401
    PC34 <= -2.321645
    PC42 > 1.946324
    ->  class 0\|3  [0.991]

Rule 32/49: (98.7, lift 10.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 > -7.746524
    PC4 <= 7.788401
    PC7 > 0.4275739
    PC18 <= -1.426588
    PC34 > -2.321645
    PC35 <= 0.5705621
    PC55 <= 0.242568
    PC61 > -0.5566529
    PC62 <= 0.5901068
    PC63 > -0.9425061
    PC77 > -0.5651829
    PC84 > -0.4426785
    PC94 <= 0.5908191
    ->  class 0\|3  [0.990]

Rule 32/50: (160.4/0.9, lift 10.2)
    PC4 > -7.746524
    PC4 <= 7.788401
    PC7 > -0.5951345
    PC18 <= -1.426588
    PC32 > -1.226106
    PC32 <= 2.463673
    PC35 > -0.7369241
    PC35 <= 0.5705621
    PC61 > -0.5566529
    PC63 > -0.9425061
    PC64 > 0.2972411
    PC81 > -2.269559
    PC84 > -0.4426785
    PC96 > -0.5471123
    ->  class 0\|3  [0.988]

Rule 32/51: (78.8, lift 10.2)
    PC2 > 6.49457
    PC4 > -7.746524
    PC4 <= 7.788401
    PC7 > -0.5951345
    PC18 <= -0.4683644
    PC19 <= 0.1093912
    PC31 > -0.2855957
    PC32 > -1.226106
    PC37 > -0.791843
    PC55 <= 0.242568
    PC63 > -0.9425061
    PC80 > -0.02156022
    PC94 <= 0.5908191
    PC96 > -0.5471123
    ->  class 0\|3  [0.988]

Rule 32/52: (69.7, lift 10.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 <= 7.788401
    PC10 > -6.299334
    PC18 <= -0.4683644
    PC20 > -3.808707
    PC37 <= -0.791843
    PC50 <= -0.2652446
    ->  class 0\|3  [0.986]

Rule 32/53: (69.2, lift 10.1)
    PC2 <= 6.49457
    PC17 <= -1.180391
    PC37 > -0.791843
    PC43 > -0.6067616
    PC61 > -0.5566529
    PC62 <= 0.5901068
    PC71 <= 0.8202785
    PC77 > -0.5651829
    PC77 <= -0.2646039
    PC87 <= -0.02128934
    PC94 <= 0.5908191
    PC96 > -0.5471123
    ->  class 0\|3  [0.986]

Rule 32/54: (67.9, lift 10.1)
    PC4 > -7.746524
    PC18 <= -0.4683644
    PC31 > -0.2855957
    PC37 > -0.791843
    PC47 <= 1.485106
    PC55 <= 0.242568
    PC61 > -0.5566529
    PC69 > 1.42534
    PC81 > -2.269559
    PC95 <= 0.654845
    ->  class 0\|3  [0.986]

Rule 32/55: (172.1/1.7, lift 10.1)
    PC4 <= 7.788401
    PC7 > -0.7654072
    PC18 <= -0.4683644
    PC20 <= -3.808707
    PC32 <= 2.463673
    PC40 > -2.798079
    PC78 <= 2.786675
    PC98 <= 1.946721
    ->  class 0\|3  [0.985]

Rule 32/56: (100.9/0.6, lift 10.1)
    PC3 <= 1.640775
    PC4 > -7.746524
    PC4 <= 7.788401
    PC10 > -6.299334
    PC18 <= -0.4683644
    PC30 <= -3.476227
    PC62 <= 0.8197925
    ->  class 0\|3  [0.985]

Rule 32/57: (69, lift 10.1)
    PC7 > -0.1430541
    PC16 > -1.322452
    PC18 > -0.4683644
    PC20 <= -4.604566
    PC22 > -2.127141
    ->  class 0\|3  [0.985]

Rule 32/58: (146.3/1.3, lift 10.1)
    PC3 <= 1.640775
    PC4 <= 7.788401
    PC7 > -0.5951345
    PC14 > -1.034885
    PC18 <= -0.4683644
    PC19 <= 0.1093912
    PC28 > -0.6495039
    PC31 > -0.2855957
    PC34 > -2.321645
    PC35 <= 0.5705621
    PC36 <= 1.108155
    PC55 <= 0.242568
    PC61 > -0.5566529
    PC71 <= 0.8202785
    PC80 <= -0.02156022
    PC81 > -2.269559
    PC84 > -0.4426785
    PC96 > -0.5471123
    ->  class 0\|3  [0.984]

Rule 32/59: (129.8/1.3, lift 10.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 <= 7.788401
    PC7 > -0.7654072
    PC18 <= -0.4683644
    PC19 <= 0.1093912
    PC32 > -1.226106
    PC34 > -2.321645
    PC35 > -0.7369241
    PC37 > -0.791843
    PC58 <= 2.418762
    PC61 > -0.5566529
    PC78 <= 2.786675
    PC80 <= -0.2530528
    PC81 > -2.269559
    PC95 <= 0.654845
    PC96 > -0.6900658
    ->  class 0\|3  [0.983]

Rule 32/60: (59.9/0.1, lift 10.1)
    PC3 <= 1.640775
    PC4 > -7.746524
    PC4 <= 7.788401
    PC18 <= -0.4683644
    PC34 > -2.321645
    PC55 <= 0.242568
    PC69 <= -1.849558
    PC81 > -2.269559
    PC95 <= 0.654845
    PC98 <= 1.946721
    ->  class 0\|3  [0.982]

Rule 32/61: (49.7, lift 10.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 > -7.746524
    PC4 <= 7.788401
    PC7 > -0.5951345
    PC18 <= -1.426588
    PC32 > -1.226106
    PC36 > -2.53652
    PC55 <= 0.242568
    PC61 > -0.5566529
    PC71 <= 0.8202785
    PC91 > 0.008337506
    PC99 <= -0.3382671
    ->  class 0\|3  [0.981]

Rule 32/62: (149.5/2.1, lift 10.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 <= 7.788401
    PC7 > -0.7654072
    PC10 > -6.299334
    PC14 <= -1.034885
    PC18 <= -0.4683644
    PC32 <= 2.463673
    ->  class 0\|3  [0.980]

Rule 32/63: (75.1/0.8, lift 10.0)
    PC4 <= 7.788401
    PC18 <= -0.4683644
    PC34 <= -2.321645
    PC61 > -0.5566529
    PC96 <= -0.5581362
    ->  class 0\|3  [0.977]

Rule 32/64: (174.4/3.2, lift 10.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 > -7.746524
    PC4 <= 7.788401
    PC18 <= -0.4683644
    PC27 > -0.879228
    PC31 > -0.2855957
    PC32 <= 2.463673
    PC57 <= 2.155276
    PC61 > -0.5566529
    PC77 <= -0.5651829
    PC98 <= 1.946721
    ->  class 0\|3  [0.976]

Rule 32/65: (60.4/0.6, lift 10.0)
    PC3 <= 1.640775
    PC7 <= 0.4275739
    PC17 <= -1.180391
    PC18 <= -0.4683644
    PC28 > -0.6495039
    PC37 > -0.791843
    PC43 > -0.6067616
    PC77 > -0.5651829
    PC96 > -0.5471123
    PC100 <= -0.3379843
    ->  class 0\|3  [0.975]

Rule 32/66: (100.7/1.8, lift 10.0)
    PC2 > 2.5099
    PC4 <= 7.788401
    PC18 <= -0.4683644
    PC32 <= 2.463673
    PC61 <= -0.5566529
    PC94 <= -0.7202388
    ->  class 0\|3  [0.973]

Rule 32/67: (111.3/2.2, lift 10.0)
    PC4 > -7.746524
    PC4 <= 7.788401
    PC7 > -0.5951345
    PC18 <= -0.4683644
    PC28 > -0.6495039
    PC31 > -0.2855957
    PC32 <= 2.463673
    PC34 > 2.966754
    PC80 > -0.2530528
    ->  class 0\|3  [0.972]

Rule 32/68: (93.6/1.8, lift 10.0)
    PC2 > 2.5099
    PC4 <= 7.788401
    PC7 > -0.7654072
    PC18 <= -0.4683644
    PC40 <= -2.798079
    ->  class 0\|3  [0.971]

Rule 32/69: (30.1, lift 10.0)
    PC2 > 2.5099
    PC14 <= -0.7352768
    PC18 > -0.4683644
    PC20 > -4.604566
    PC30 > -3.055781
    PC37 <= -1.697799
    ->  class 0\|3  [0.969]

Rule 32/70: (114.6/2.8, lift 10.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 > -7.746524
    PC4 <= 7.788401
    PC7 > -0.7654072
    PC18 <= -0.4683644
    PC30 > -3.476227
    PC32 <= 2.463673
    PC35 > -0.7369241
    PC61 > -0.5566529
    PC77 > -0.5651829
    PC78 <= 2.786675
    PC92 <= -1.257257
    PC98 <= 1.946721
    ->  class 0\|3  [0.968]

Rule 32/71: (167.8/4.5, lift 10.0)
    PC4 > -7.746524
    PC4 <= 6.992892
    PC17 <= -1.180391
    PC18 <= -1.426588
    PC34 > -2.321645
    PC35 <= 0.5705621
    PC43 > -0.6067616
    PC55 <= 0.242568
    PC61 > -0.5566529
    PC62 <= 0.5901068
    PC78 <= 2.786675
    PC80 > -0.2530528
    PC87 > -0.02128934
    PC91 <= 0.008337506
    PC96 > -0.5471123
    ->  class 0\|3  [0.967]

Rule 32/72: (186.6/5.7, lift 9.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 > -7.746524
    PC4 <= 7.788401
    PC7 > -0.7654072
    PC18 <= -0.4683644
    PC37 > -0.791843
    PC58 <= 2.418762
    PC61 > -0.5566529
    PC84 <= 0.9022036
    PC90 > -2.167571
    PC96 <= -0.6900658
    ->  class 0\|3  [0.965]

Rule 32/73: (58.7/1.2, lift 9.9)
    PC4 > -4.665043
    PC13 > 5.682852
    PC15 <= 0.4263259
    PC16 > -0.5891629
    PC18 > -0.4683644
    PC18 <= 2.798275
    PC30 > -3.055781
    ->  class 0\|3  [0.964]

Rule 32/74: (50.2/1.7, lift 9.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -0.4683644
    PC42 <= -3.974739
    ->  class 0\|3  [0.947]

Rule 32/75: (16.1, lift 9.7)
    PC2 > 2.5099
    PC4 <= 7.788401
    PC18 <= -0.4683644
    PC61 <= -0.5566529
    PC78 <= 2.786675
    PC92 <= -1.699752
    PC98 <= 1.946721
    ->  class 0\|3  [0.945]

Rule 32/76: (94.7/4.7, lift 9.7)
    PC7 <= -0.7654072
    PC10 > -6.138355
    PC18 <= -0.4683644
    PC20 <= -3.549603
    PC64 > -0.7585582
    PC72 <= 0.8563412
    ->  class 0\|3  [0.941]

Rule 32/77: (12.5, lift 9.6)
    PC18 <= -0.4683644
    PC25 <= -0.2395288
    PC32 <= 2.463673
    PC35 > -0.7369241
    PC55 <= 0.242568
    PC61 > -0.5566529
    PC77 > -0.5651829
    PC95 > 0.654845
    PC96 > -0.6900658
    ->  class 0\|3  [0.931]

Rule 32/78: (15.2/0.2, lift 9.5)
    PC4 <= -7.746524
    PC5 <= -0.4398479
    PC7 > -0.7654072
    PC18 <= -0.4683644
    PC87 <= 0.02870315
    ->  class 0\|3  [0.928]

Rule 32/79: (33.1/1.7, lift 9.5)
    PC13 > 5.682852
    PC18 <= 2.798275
    PC20 > -4.604566
    PC31 > 0.2291937
    ->  class 0\|3  [0.923]

Rule 32/80: (54/3.4, lift 9.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 > -0.7654072
    PC18 <= -0.4683644
    PC77 > 1.9801
    ->  class 0\|3  [0.921]

Rule 32/81: (32.9/1.8, lift 9.5)
    PC1 > -0.7666069
    PC4 > 7.788401
    PC10 > -6.299334
    PC18 <= -0.4683644
    PC91 <= -0.7402029
    ->  class 0\|3  [0.919]

Rule 32/82: (5.6, lift 8.9)
    PC4 > 7.788401
    PC10 > -6.299334
    PC10 <= -6.272534
    PC18 <= -0.4683644
    ->  class 0\|3  [0.868]

Rule 32/83: (33.1/5.6, lift 8.4)
    PC2 > 2.5099
    PC18 > -0.4683644
    PC86 > 4.257531
    ->  class 0\|3  [0.813]

Rule 32/84: (15.2/4, lift 7.3)
    PC4 > 7.788401
    PC18 <= -0.4683644
    PC43 <= -0.7239312
    ->  class 0\|3  [0.710]

Rule 32/85: (7.5/1.9, lift 7.2)
    PC10 <= -6.299334
    PC35 <= -0.4897763
    ->  class 0\|3  [0.698]

Rule 32/86: (150.9, lift 19.1)
    PC1 > 22.9171
    PC11 <= -1.574955
    PC68 <= 0.9789073
    PC80 <= 1.289073
    ->  class 1\|0  [0.993]

Rule 32/87: (95.9, lift 19.0)
    PC2 > 2.5099
    PC3 > 1.640775
    PC26 <= -0.8409367
    PC33 > -0.5413352
    PC47 > -0.295758
    PC86 <= 0.5552485
    ->  class 1\|0  [0.990]

Rule 32/88: (109.7/0.2, lift 19.0)
    PC2 > 2.5099
    PC16 <= -3.733657
    PC19 <= 0.3388876
    PC33 > -0.3692495
    PC47 > -0.295758
    PC57 > -0.7904734
    PC77 <= 0.7041603
    PC86 <= 0.5552485
    ->  class 1\|0  [0.989]

Rule 32/89: (57.8, lift 18.9)
    PC2 > 2.5099
    PC3 > 1.640775
    PC8 > -3.620445
    PC16 <= -0.8953013
    PC55 <= -0.04362642
    PC64 > 0.5381621
    PC77 <= 0.7041603
    PC92 <= 0.4971488
    ->  class 1\|0  [0.983]

Rule 32/90: (39.9, lift 18.7)
    PC2 <= 2.5099
    PC10 > -0.7280131
    PC16 <= -1.706338
    PC45 <= 0.3516258
    PC55 <= -0.8633966
    PC59 <= 0.2205826
    PC96 > 0.1802931
    ->  class 1\|0  [0.976]

Rule 32/91: (41.9/0.5, lift 18.6)
    PC1 > -0.430681
    PC3 > 0.1229528
    PC10 <= -0.2378602
    PC15 <= -1.432336
    PC16 <= 0.3594292
    PC21 <= 0.9185746
    ->  class 1\|0  [0.967]

Rule 32/92: (23.8, lift 18.4)
    PC2 <= 2.5099
    PC5 <= 12.1829
    PC9 > -0.8007467
    PC16 <= -1.706338
    PC59 > 0.2205826
    PC76 > 0.6167469
    ->  class 1\|0  [0.961]

Rule 32/93: (422.8/19.5, lift 18.3)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 <= 6.79025
    PC5 <= 12.1829
    PC9 > -0.8007467
    PC10 <= 0.9532421
    PC16 <= -1.706338
    PC45 <= 0.3516258
    PC55 > -0.8633966
    PC59 > -0.7307306
    PC59 <= 0.2205826
    PC91 > -0.5109994
    ->  class 1\|0  [0.952]

Rule 32/94: (50.2/2.1, lift 18.0)
    PC2 <= 2.5099
    PC3 > 0.1229528
    PC16 > -1.706338
    PC48 > -10.14296
    PC57 <= -1.258103
    ->  class 1\|0  [0.940]

Rule 32/95: (51/3.2, lift 17.7)
    PC2 > 2.5099
    PC3 > 1.640775
    PC19 <= 0.3388876
    PC47 > -0.295758
    PC57 > -0.7904734
    PC64 > 0.5381621
    PC85 > -0.08570915
    PC88 <= -0.1420319
    PC92 > 0.1543675
    PC92 <= 0.4971488
    ->  class 1\|0  [0.921]

Rule 32/96: (152.6/16.2, lift 17.1)
    PC1 > -0.430681
    PC10 > -0.7280131
    PC15 <= -3.889724
    PC16 <= -1.706338
    ->  class 1\|0  [0.889]

Rule 32/97: (93.4/12.9, lift 16.4)
    PC1 > 3.587707
    PC3 <= 0.1229528
    PC11 <= 1.930692
    PC16 > -1.706338
    PC21 <= 0.9185746
    PC82 <= 0.1671337
    PC97 > -0.1302386
    ->  class 1\|0  [0.854]

Rule 32/98: (187.1, lift 17.1)
    PC1 > -0.430681
    PC9 > -0.8007467
    PC16 <= -1.706338
    PC17 <= 0.3987562
    PC45 <= 0.3516258
    PC55 <= -0.8633966
    PC96 <= 0.1802931
    ->  class 1\|1  [0.995]

Rule 32/99: (178.9, lift 17.1)
    PC2 <= 2.5099
    PC5 <= 12.1829
    PC15 > -3.889724
    PC16 <= -1.706338
    PC21 <= 0.9581011
    PC59 > 0.2205826
    PC76 <= 0.6167469
    PC98 <= 0.3518604
    ->  class 1\|1  [0.994]

Rule 32/100: (83.7, lift 17.0)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -3.733657
    PC16 <= -0.8953013
    PC64 <= 0.5381621
    ->  class 1\|1  [0.988]

Rule 32/101: (73.7, lift 17.0)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -3.733657
    PC16 <= -0.8953013
    PC88 > -0.1420319
    ->  class 1\|1  [0.987]

Rule 32/102: (65, lift 16.9)
    PC1 > -0.430681
    PC1 <= 0.3755239
    PC2 <= 2.5099
    PC3 > 0.1229528
    PC10 > -0.2378602
    PC16 > -1.706338
    PC16 <= 0.3594292
    PC21 <= 0.9185746
    ->  class 1\|1  [0.985]

Rule 32/103: (62.9, lift 16.9)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.8953013
    PC47 <= -0.295758
    ->  class 1\|1  [0.985]

Rule 32/104: (65.1, lift 16.9)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.8953013
    PC86 > 0.5552485
    ->  class 1\|1  [0.985]

Rule 32/105: (61.9, lift 16.9)
    PC1 > -0.430681
    PC12 > 2.986485
    PC16 > -1.706338
    PC18 <= -0.4300101
    ->  class 1\|1  [0.984]

Rule 32/106: (61.2, lift 16.9)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -3.733657
    PC16 <= -0.8953013
    PC92 <= 0.1543675
    ->  class 1\|1  [0.983]

Rule 32/107: (51.8, lift 16.9)
    PC5 > 12.1829
    PC16 <= -1.706338
    PC88 > -0.1014291
    ->  class 1\|1  [0.981]

Rule 32/108: (46.7/0.1, lift 16.8)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.8953013
    PC57 <= -0.7904734
    ->  class 1\|1  [0.977]

Rule 32/109: (41.5, lift 16.8)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.8953013
    PC19 > 0.3388876
    ->  class 1\|1  [0.977]

Rule 32/110: (39.8, lift 16.8)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -3.733657
    PC16 <= -0.8953013
    PC92 > 0.4971488
    ->  class 1\|1  [0.976]

Rule 32/111: (34.2, lift 16.7)
    PC2 > 2.5099
    PC8 <= -3.620445
    PC16 <= -0.8953013
    ->  class 1\|1  [0.972]

Rule 32/112: (29.1, lift 16.7)
    PC1 > -0.430681
    PC1 <= 22.9171
    PC10 > -0.2378602
    PC15 <= -0.9165216
    PC16 > -1.706338
    PC16 <= 0.3594292
    PC21 <= 0.9185746
    ->  class 1\|1  [0.968]

Rule 32/113: (27.2, lift 16.6)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.8953013
    PC77 > 0.7041603
    ->  class 1\|1  [0.966]

Rule 32/114: (25.6, lift 16.6)
    PC1 > 0.3755239
    PC16 > -1.706338
    PC16 <= 0.3594292
    PC21 <= 0.9185746
    PC82 <= -0.7648436
    ->  class 1\|1  [0.964]

Rule 32/115: (25.6, lift 16.6)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.8953013
    PC33 <= -0.5413352
    ->  class 1\|1  [0.964]

Rule 32/116: (58.5/1.5, lift 16.5)
    PC1 > 3.587707
    PC1 <= 22.9171
    PC3 <= 0.1229528
    PC11 <= 1.930692
    PC16 > -1.706338
    PC21 <= 0.9185746
    PC97 <= -0.1302386
    ->  class 1\|1  [0.959]

Rule 32/117: (41.1/0.9, lift 16.4)
    PC1 > 22.9171
    PC68 > 0.9789073
    ->  class 1\|1  [0.955]

Rule 32/118: (19, lift 16.4)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -0.8953013
    PC16 <= 0.9959877
    PC22 > 0.5648835
    ->  class 1\|1  [0.952]

Rule 32/119: (17.9/0.1, lift 16.2)
    PC1 > -0.430681
    PC5 <= 12.1829
    PC9 > -0.8007467
    PC16 <= -1.706338
    PC45 <= 0.3516258
    PC91 <= -0.5109994
    ->  class 1\|1  [0.943]

Rule 32/120: (13.8, lift 16.1)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -0.8953013
    PC16 <= 0.9959877
    PC67 <= -0.1331788
    ->  class 1\|1  [0.937]

Rule 32/121: (65.3/3.6, lift 16.0)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.8953013
    PC26 > -0.8409367
    PC33 <= -0.3692495
    ->  class 1\|1  [0.932]

Rule 32/122: (58.6/5, lift 15.5)
    PC1 > 22.9171
    PC11 > -1.574955
    PC16 > -1.706338
    PC80 <= 1.289073
    ->  class 1\|1  [0.901]

Rule 32/123: (54.9/4.7, lift 15.5)
    PC3 > 1.640775
    PC16 <= -0.8953013
    PC55 > -0.04362642
    PC64 > 0.5381621
    PC77 <= 0.7041603
    PC85 <= -0.08570915
    PC92 > 0.1543675
    ->  class 1\|1  [0.899]

Rule 32/124: (37/3.3, lift 15.3)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > 0.1229528
    PC10 > -0.7280131
    PC10 <= -0.2378602
    PC12 > -1.782741
    PC15 > -1.432336
    PC16 <= 0.3594292
    PC29 <= 0.1328122
    PC65 <= 0.7167027
    ->  class 1\|1  [0.889]

Rule 32/125: (17.3/1.1, lift 15.3)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= 0.9959877
    PC97 > 1.422791
    ->  class 1\|1  [0.889]

Rule 32/126: (6.4, lift 15.0)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC10 > -0.7280131
    PC12 > -1.782741
    PC16 <= 0.3594292
    PC18 <= 0.1465015
    PC25 <= 0.4235138
    PC71 > 0.8096841
    ->  class 1\|1  [0.874]

Rule 32/127: (5.3, lift 14.8)
    PC2 <= 2.5099
    PC3 > 6.79025
    PC5 <= 12.1829
    PC16 <= -1.706338
    PC59 <= 0.2205826
    ->  class 1\|1  [0.862]

Rule 32/128: (55.1/7.3, lift 14.7)
    PC1 > -0.430681
    PC5 <= 12.1829
    PC9 > -0.8007467
    PC16 <= -1.706338
    PC55 > -0.8633966
    PC59 <= -0.7307306
    ->  class 1\|1  [0.854]

Rule 32/129: (49.3/6.6, lift 14.7)
    PC2 <= 2.5099
    PC3 > 0.1229528
    PC10 > -0.7280131
    PC12 > -1.782741
    PC16 > -1.706338
    PC16 <= 0.3594292
    PC65 <= 0.7167027
    PC93 <= -0.7685601
    ->  class 1\|1  [0.852]

Rule 32/130: (69.2/10.8, lift 14.4)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC9 > -0.8007467
    PC10 > 0.9532421
    PC16 <= -1.706338
    PC59 <= 0.2205826
    ->  class 1\|1  [0.835]

Rule 32/131: (38.8/9, lift 13.0)
    PC2 > 2.5099
    PC3 > 1.640775
    PC12 <= -0.8799006
    PC16 <= 0.9959877
    PC22 <= 0.5648835
    ->  class 1\|1  [0.756]

Rule 32/132: (30.3/10.5, lift 11.1)
    PC1 > -0.430681
    PC10 > -0.7280131
    PC13 > 0.3785418
    PC16 > -1.706338
    PC21 > 0.9185746
    ->  class 1\|1  [0.645]

Rule 32/133: (22.4/9.9, lift 9.5)
    PC2 <= 2.5099
    PC3 > 0.6922847
    PC16 > 0.3594292
    PC76 <= -1.64967
    ->  class 1\|1  [0.553]

Rule 32/134: (4033.8/3769.4, lift 1.1)
    PC8 <= -1.447058
    ->  class 1\|1  [0.066]

Rule 32/135: (187.1/0.1, lift 13.1)
    PC1 > 1.807106
    PC2 <= 2.5099
    PC3 > 0.6922847
    PC10 > -0.1077415
    PC12 <= 2.986485
    PC13 <= 0.04524448
    PC16 > 0.3594292
    PC57 > -1.258103
    PC76 > -1.64967
    ->  class 1\|2  [0.994]

Rule 32/136: (120.8, lift 13.1)
    PC8 <= -1.447058
    PC10 <= -0.7280131
    PC11 > 5.630533
    PC12 <= -2.04151
    PC19 <= -1.342918
    PC100 <= 3.701552
    ->  class 1\|2  [0.992]

Rule 32/137: (70.8, lift 13.0)
    PC3 > 0.6922847
    PC13 <= 0.04524448
    PC16 > 0.3594292
    PC23 > -0.7354354
    PC61 > 0.7707137
    PC76 > -1.64967
    ->  class 1\|2  [0.986]

Rule 32/138: (25.1/0.2, lift 12.6)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC16 > 8.750003
    PC57 > -1.258103
    ->  class 1\|2  [0.955]

Rule 32/139: (13.4/0.2, lift 12.1)
    PC3 > 0.1229528
    PC10 > -0.7280131
    PC13 > 0.04524448
    PC16 > 0.3594292
    PC21 <= 0.9185746
    PC69 > 0.1563977
    ->  class 1\|2  [0.919]

Rule 32/140: (4546.3/3164.9, lift 4.0)
    PC1 > -0.430681
    PC10 > -0.7280131
    ->  class 1\|2  [0.304]

Rule 32/141: (115.9, lift 17.7)
    PC1 > -0.430681
    PC3 > 0.6922847
    PC13 <= 0.04524448
    PC14 > 0.6622578
    PC23 > -0.7354354
    PC61 <= 0.7707137
    PC77 > -0.05441514
    ->  class 1\|3  [0.992]

Rule 32/142: (79.5, lift 17.6)
    PC1 > -0.430681
    PC1 <= 1.807106
    PC2 <= 2.5099
    PC3 > 0.1229528
    PC14 <= 0.6622578
    PC16 > 0.3594292
    PC16 <= 8.750003
    PC23 > -0.7354354
    PC65 > 0.524493
    ->  class 1\|3  [0.988]

Rule 32/143: (77.1, lift 17.6)
    PC1 > -0.430681
    PC1 <= 1.807106
    PC2 <= 2.5099
    PC10 > -0.7280131
    PC16 > 0.3594292
    PC16 <= 8.750003
    PC23 <= -0.7354354
    PC71 <= 2.155598
    PC77 > -0.05441514
    ->  class 1\|3  [0.987]

Rule 32/144: (60.2, lift 17.5)
    PC2 > 2.5099
    PC3 > 1.640775
    PC6 > -4.626108
    PC16 > 0.9959877
    PC38 > 0.2026206
    PC48 > 0.2118803
    PC82 > -0.5865082
    ->  class 1\|3  [0.984]

Rule 32/145: (62.1, lift 17.5)
    PC1 > -0.430681
    PC1 <= 1.807106
    PC2 <= 2.5099
    PC7 <= 1.475861
    PC10 > -0.7280131
    PC16 > 0.3594292
    PC16 <= 8.750003
    PC21 <= 0.9185746
    PC37 <= -0.2261134
    PC65 <= 0.524493
    PC77 > -0.05441514
    ->  class 1\|3  [0.983]

Rule 32/146: (66.7/0.2, lift 17.5)
    PC1 <= 1.807106
    PC3 > 0.1229528
    PC7 <= 1.475861
    PC16 > 0.3594292
    PC59 > -0.9765257
    PC78 <= -0.5361045
    PC83 <= -0.0640039
    PC98 > -0.6198362
    ->  class 1\|3  [0.982]

Rule 32/147: (47.1, lift 17.5)
    PC2 <= 2.5099
    PC8 > -1.447058
    PC10 <= -0.7280131
    PC28 > -0.05297511
    PC45 > -0.4195936
    ->  class 1\|3  [0.980]

Rule 32/148: (41.3, lift 17.4)
    PC1 > -0.430681
    PC1 <= 1.807106
    PC2 <= 2.5099
    PC16 > 0.3594292
    PC21 <= 0.9185746
    PC29 <= -0.1747262
    PC77 > -0.05441514
    ->  class 1\|3  [0.977]

Rule 32/149: (34.1, lift 17.3)
    PC1 > -0.430681
    PC1 <= 1.807106
    PC3 > 0.1229528
    PC7 <= 1.475861
    PC21 <= 0.9185746
    PC77 > -0.05441514
    PC80 <= -0.8133302
    ->  class 1\|3  [0.972]

Rule 32/150: (27.3, lift 17.2)
    PC1 > -0.430681
    PC1 <= 1.807106
    PC2 <= 2.5099
    PC7 <= 1.475861
    PC16 > 0.3594292
    PC71 <= 2.155598
    PC77 > -0.05441514
    PC92 > 0.398
    ->  class 1\|3  [0.966]

Rule 32/151: (138.9/5.7, lift 17.0)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > 0.6922847
    PC13 > 0.04524448
    PC16 > 0.3594292
    PC69 <= 0.1563977
    ->  class 1\|3  [0.953]

Rule 32/152: (17.4, lift 16.9)
    PC1 > -0.430681
    PC3 > 0.1229528
    PC77 <= -0.05441514
    PC80 <= -1.360059
    ->  class 1\|3  [0.949]

Rule 32/153: (37.3/2.3, lift 16.3)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > 0.1229528
    PC16 > 0.3594292
    PC38 > 0.3549097
    PC76 > -1.64967
    ->  class 1\|3  [0.916]

Rule 32/154: (9.2, lift 16.2)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC10 > -0.7280131
    PC10 <= -0.2378602
    PC12 > -1.782741
    PC16 > -1.706338
    PC16 <= 0.3594292
    PC29 > 0.1328122
    ->  class 1\|3  [0.911]

Rule 32/155: (44.7/3.4, lift 16.2)
    PC1 > 1.807106
    PC3 > 0.1229528
    PC10 <= -0.1077415
    PC16 > 0.3594292
    PC77 > -0.05441514
    ->  class 1\|3  [0.906]

Rule 32/156: (49.5/5.6, lift 15.5)
    PC1 > -0.430681
    PC10 <= -0.7280131
    PC12 > -2.04151
    PC19 <= -1.342918
    ->  class 1\|3  [0.871]

Rule 32/157: (34.4/10.3, lift 12.3)
    PC1 > -0.430681
    PC1 <= 22.9171
    PC3 > 0.1229528
    PC12 <= -1.782741
    PC16 > -1.706338
    PC16 <= 0.3594292
    PC21 <= 0.9185746
    ->  class 1\|3  [0.690]

Rule 32/158: (73.9/25.7, lift 11.6)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > 0.1229528
    PC16 > -1.706338
    PC21 <= 0.9185746
    PC65 > 0.7167027
    ->  class 1\|3  [0.648]

Rule 32/159: (195.3, lift 13.8)
    PC8 > 1.189587
    PC10 <= 0.04243436
    PC19 <= -1.99447
    PC28 <= 0.1391531
    PC59 <= 0.311226
    ->  class 2\|0  [0.995]

Rule 32/160: (151, lift 13.8)
    PC8 > -0.6680527
    PC10 <= 0.04243436
    PC11 > -0.7318318
    PC12 > -1.819065
    PC21 > 1.968873
    ->  class 2\|0  [0.993]

Rule 32/161: (254.3/0.9, lift 13.8)
    PC8 > 4.472255
    PC11 > -0.7318318
    PC21 > -0.2469342
    PC25 <= 0.2649227
    PC28 <= 0.1391531
    PC31 > -0.9754815
    PC59 <= 0.311226
    PC60 > -0.4509313
    ->  class 2\|0  [0.993]

Rule 32/162: (90.1/0.2, lift 13.7)
    PC1 <= -0.430681
    PC8 > 1.189587
    PC10 <= 0.04243436
    PC21 > -0.2469342
    PC28 <= 0.1391531
    PC60 > -0.4509313
    PC98 > -0.5954019
    PC98 <= -0.3080562
    ->  class 2\|0  [0.987]

Rule 32/163: (293.4/3.8, lift 13.7)
    PC8 > 1.189587
    PC10 <= 0.04243436
    PC19 <= -0.6740111
    PC21 > 0.1710798
    PC22 <= 0.8098972
    PC28 <= 0.1391531
    PC59 <= 0.311226
    PC60 > -0.4509313
    PC98 > -0.5954019
    PC99 > -0.6917363
    ->  class 2\|0  [0.984]

Rule 32/164: (226.5/3.5, lift 13.6)
    PC8 > 1.189587
    PC10 <= 0.04243436
    PC11 > -0.7318318
    PC12 > -1.819065
    PC32 > 1.256245
    PC60 > -0.4509313
    ->  class 2\|0  [0.980]

Rule 32/165: (48.4, lift 13.6)
    PC1 > -0.430681
    PC10 > -0.7280131
    PC13 <= 0.3785418
    PC16 > -1.706338
    PC21 > 0.9185746
    PC44 > -0.5680422
    PC63 <= 0.03309365
    ->  class 2\|0  [0.980]

Rule 32/166: (85.5/1.9, lift 13.4)
    PC2 <= 2.5099
    PC8 > 1.189587
    PC11 > -0.7318318
    PC21 > -0.2469342
    PC28 <= 0.1391531
    PC59 <= 0.311226
    PC62 <= -1.419673
    ->  class 2\|0  [0.966]

Rule 32/167: (14, lift 13.0)
    PC1 <= -0.430681
    PC2 > -1.242138
    PC2 <= 2.5099
    PC8 > -0.6680527
    PC21 <= -0.2469342
    ->  class 2\|0  [0.937]

Rule 32/168: (13.1, lift 13.0)
    PC1 > -0.430681
    PC1 <= 3.587707
    PC3 <= 0.1229528
    PC8 > 0.07356091
    PC10 > -0.7280131
    PC16 > -1.706338
    PC58 <= -0.08922733
    ->  class 2\|0  [0.934]

Rule 32/169: (47.3/2.6, lift 12.9)
    PC1 <= -0.430681
    PC8 > 1.189587
    PC10 > 0.04243436
    PC11 > -0.7318318
    PC21 > -0.2469342
    PC25 <= 0.2649227
    PC28 <= 0.1391531
    PC60 > -0.4509313
    PC63 <= -0.2273516
    PC98 > -0.5954019
    ->  class 2\|0  [0.926]

Rule 32/170: (126.2/9.9, lift 12.7)
    PC2 <= 2.5099
    PC8 > 1.189587
    PC11 > -0.7318318
    PC21 > -0.2469342
    PC32 > 1.688222
    ->  class 2\|0  [0.915]

Rule 32/171: (120.9/18.3, lift 11.7)
    PC1 <= -0.430681
    PC8 > 1.189587
    PC11 > -0.7318318
    PC16 <= -0.3404065
    PC20 <= 0.004934375
    PC21 > -0.2469342
    ->  class 2\|0  [0.843]

Rule 32/172: (1364.8/830.6, lift 5.4)
    PC2 <= 2.5099
    PC8 > -1.447058
    PC10 <= -0.7280131
    ->  class 2\|0  [0.392]

Rule 32/173: (123/0.2, lift 10.1)
    PC1 <= -0.430681
    PC8 > 0.710245
    PC26 > -2.474381
    PC34 > -0.4061304
    PC35 <= -0.6653744
    PC57 <= 0.0181126
    ->  class 2\|1  [0.991]

Rule 32/174: (98.1, lift 10.1)
    PC1 <= -0.430681
    PC8 > 1.189587
    PC11 > -0.7318318
    PC20 > 0.004934375
    PC21 > -0.2469342
    PC32 <= 1.688222
    PC60 <= -0.4509313
    ->  class 2\|1  [0.990]

Rule 32/175: (82.4, lift 10.1)
    PC1 <= -0.430681
    PC8 > 1.189587
    PC8 <= 4.472255
    PC10 <= 0.04243436
    PC12 <= -1.819065
    PC21 > -0.2469342
    ->  class 2\|1  [0.988]

Rule 32/176: (74.4, lift 10.1)
    PC1 <= -0.430681
    PC8 > 0.710245
    PC8 <= 1.189587
    PC12 > -2.143491
    PC25 <= 0.2289002
    PC57 <= 0.0181126
    PC77 > -0.03658731
    ->  class 2\|1  [0.987]

Rule 32/177: (251.3/3.2, lift 10.0)
    PC1 <= -0.430681
    PC8 > 1.189587
    PC11 > -0.7318318
    PC16 > -0.3404065
    PC21 > -0.2469342
    PC32 <= 1.688222
    PC46 > -1.47636
    PC60 <= -0.4509313
    ->  class 2\|1  [0.984]

Rule 32/178: (75.6/0.2, lift 10.0)
    PC1 <= -0.430681
    PC8 > 1.189587
    PC11 > -0.7318318
    PC98 <= -0.5954019
    ->  class 2\|1  [0.984]

Rule 32/179: (54.6, lift 10.0)
    PC1 > -0.430681
    PC10 > -0.7280131
    PC16 > -1.706338
    PC21 > 0.9185746
    PC44 > -0.5680422
    PC59 > 0.08381922
    PC63 > 0.03309365
    ->  class 2\|1  [0.982]

Rule 32/180: (52, lift 10.0)
    PC1 <= -4.277799
    PC8 > -0.6680527
    PC8 <= 1.189587
    PC57 > 0.0181126
    ->  class 2\|1  [0.981]

Rule 32/181: (45.6, lift 10.0)
    PC1 <= -0.430681
    PC8 > 1.189587
    PC59 > 0.311226
    PC60 > -0.4509313
    ->  class 2\|1  [0.979]

Rule 32/182: (209.2/3.7, lift 10.0)
    PC7 > 0.4202121
    PC8 > 1.189587
    PC11 <= -0.7318318
    PC20 > -0.1617082
    PC21 > -0.2469342
    PC51 <= 0.5668929
    PC55 > -1.009927
    PC96 <= 0.2551964
    PC97 > -0.1748994
    ->  class 2\|1  [0.978]

Rule 32/183: (41.8, lift 10.0)
    PC1 <= -0.430681
    PC2 <= -1.242138
    PC8 > 1.189587
    PC21 <= -0.2469342
    PC71 > 0.5110342
    ->  class 2\|1  [0.977]

Rule 32/184: (207.8/3.8, lift 10.0)
    PC1 <= -0.430681
    PC8 > 1.189587
    PC8 <= 4.472255
    PC10 <= 0.04243436
    PC19 > -0.6740111
    PC21 > -0.2469342
    PC21 <= 1.968873
    PC32 <= 1.256245
    PC98 > -0.3080562
    ->  class 2\|1  [0.977]

Rule 32/185: (72.3/0.8, lift 9.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC6 <= 1.76174
    PC8 > -0.6680527
    PC8 <= 1.189587
    PC23 <= 0.9730203
    PC44 <= 0.2794289
    PC54 <= 0.06146915
    PC57 > 0.0181126
    PC62 > -1.318669
    PC79 <= 0.08827119
    ->  class 2\|1  [0.975]

Rule 32/186: (100.1/1.6, lift 9.9)
    PC1 <= -0.430681
    PC8 > 1.189587
    PC21 > -0.2469342
    PC28 > 0.1391531
    ->  class 2\|1  [0.975]

Rule 32/187: (35.7, lift 9.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC3 <= -1.627006
    PC8 > -0.6628342
    PC8 <= 0.710245
    PC57 <= 0.0181126
    ->  class 2\|1  [0.973]

Rule 32/188: (33.3, lift 9.9)
    PC1 <= -0.430681
    PC8 > 0.710245
    PC26 > -2.474381
    PC57 <= 0.0181126
    PC72 > 0.3773813
    ->  class 2\|1  [0.972]

Rule 32/189: (30.5, lift 9.9)
    PC1 <= -0.430681
    PC8 > 0.710245
    PC8 <= 1.189587
    PC57 <= 0.0181126
    PC81 <= -0.223046
    ->  class 2\|1  [0.969]

Rule 32/190: (72/1.3, lift 9.9)
    PC1 <= -0.430681
    PC6 > -3.791219
    PC8 > 1.189587
    PC25 > 0.2649227
    ->  class 2\|1  [0.968]

Rule 32/191: (28.9, lift 9.9)
    PC1 > 3.587707
    PC1 <= 22.9171
    PC2 <= -6.639774
    PC10 > -0.7280131
    ->  class 2\|1  [0.968]

Rule 32/192: (28.2, lift 9.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC34 > -0.4061304
    PC46 > 1.739855
    PC57 <= 0.0181126
    PC77 <= -0.03174489
    ->  class 2\|1  [0.967]

Rule 32/193: (39.9/0.5, lift 9.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC6 <= 1.76174
    PC8 > -0.6680527
    PC8 <= 1.189587
    PC18 > -0.1783379
    PC23 <= 0.9730203
    PC44 > 0.3619555
    PC54 <= 0.06146915
    PC57 > 0.0181126
    PC63 > -0.01178659
    ->  class 2\|1  [0.964]

Rule 32/194: (76.5/1.9, lift 9.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.6680527
    PC8 <= 1.189587
    PC18 > -0.1783379
    PC23 <= 0.9730203
    PC25 > 0.05229788
    PC37 <= 1.138888
    PC44 <= 0.2794289
    PC54 <= 0.06146915
    PC57 > 0.0181126
    PC62 > -1.318669
    ->  class 2\|1  [0.963]

Rule 32/195: (277/10.3, lift 9.8)
    PC1 <= -0.430681
    PC8 > 1.189587
    PC8 <= 4.472255
    PC10 > 0.04243436
    PC11 > -0.7318318
    PC21 > -0.2469342
    PC62 > -1.419673
    PC63 > -0.2273516
    PC95 > -0.6550929
    ->  class 2\|1  [0.959]

Rule 32/196: (112.9/4.2, lift 9.7)
    PC2 <= 2.5099
    PC4 <= 0.3183724
    PC8 > -0.05728229
    PC8 <= 1.189587
    PC26 > -2.474381
    PC26 <= 1.378439
    PC42 > -0.5205805
    PC57 <= 0.0181126
    PC59 > -0.2156793
    PC73 > -0.373248
    PC77 > -0.03174489
    ->  class 2\|1  [0.955]

Rule 32/197: (76.1/2.8, lift 9.7)
    PC1 <= -0.430681
    PC2 <= -1.242138
    PC6 > -3.791219
    PC8 > 1.189587
    PC21 <= -0.2469342
    PC60 > -0.4380224
    ->  class 2\|1  [0.952]

Rule 32/198: (34.8/0.9, lift 9.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.6680527
    PC57 <= 0.0181126
    PC70 <= -0.9037994
    ->  class 2\|1  [0.948]

Rule 32/199: (218.6/10.8, lift 9.6)
    PC1 <= -0.430681
    PC2 <= -1.242138
    PC6 > -3.791219
    PC8 > 1.189587
    PC11 > -0.162585
    PC21 <= -0.2469342
    PC42 > -0.8487884
    PC86 <= 0.7695289
    ->  class 2\|1  [0.946]

Rule 32/200: (15.9, lift 9.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.6680527
    PC8 <= 1.189587
    PC10 <= -0.2255724
    PC25 <= 0.05229788
    PC44 <= 0.2794289
    PC68 <= 0.5451707
    ->  class 2\|1  [0.944]

Rule 32/201: (17.4/0.1, lift 9.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC6 <= 1.76174
    PC8 > -0.6680527
    PC8 <= 1.189587
    PC25 <= 0.05229788
    PC54 <= 0.06146915
    PC57 > 0.0181126
    PC68 > 0.5451707
    ->  class 2\|1  [0.943]

Rule 32/202: (17.1/0.1, lift 9.6)
    PC1 <= -0.430681
    PC8 > 4.472255
    PC31 <= -0.9754815
    ->  class 2\|1  [0.941]

Rule 32/203: (92.8/5.2, lift 9.5)
    PC1 <= -0.430681
    PC8 > 1.189587
    PC8 <= 4.472255
    PC10 <= 0.04243436
    PC19 > -1.99447
    PC21 <= 1.968873
    PC32 <= 1.256245
    PC98 > -0.3080562
    PC99 <= -0.6917363
    ->  class 2\|1  [0.935]

Rule 32/204: (103.3/5.8, lift 9.5)
    PC1 <= -0.430681
    PC8 > 1.189587
    PC11 > -0.7318318
    PC19 > -1.99447
    PC21 > -0.2469342
    PC21 <= 0.1710798
    PC32 <= 1.256245
    PC98 > -0.3080562
    PC99 > -0.6917363
    ->  class 2\|1  [0.935]

Rule 32/205: (140.7/10.3, lift 9.4)
    PC1 <= -0.430681
    PC8 > 1.189587
    PC8 <= 4.472255
    PC11 > -0.7318318
    PC19 > -1.99447
    PC22 > 0.8098972
    PC98 > -0.3080562
    ->  class 2\|1  [0.921]

Rule 32/206: (9.7, lift 9.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC4 > 0.3183724
    PC8 > -0.6680527
    ->  class 2\|1  [0.914]

Rule 32/207: (8, lift 9.2)
    PC2 <= 2.5099
    PC10 > -0.7280131
    PC16 <= -1.706338
    PC21 > 0.9581011
    PC59 > 0.2205826
    ->  class 2\|1  [0.900]

Rule 32/208: (79.5/7.6, lift 9.1)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC3 <= -0.6198061
    PC14 <= 2.76885
    PC73 <= -1.358748
    PC80 > -3.908811
    ->  class 2\|1  [0.894]

Rule 32/209: (12.7/0.9, lift 8.9)
    PC2 <= 2.5099
    PC8 > -0.6680527
    PC8 <= 1.189587
    PC26 > -2.474381
    PC37 <= 1.138888
    PC77 <= -0.03174489
    PC94 <= -1.244854
    ->  class 2\|1  [0.873]

Rule 32/210: (12.7/1.3, lift 8.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.6680527
    PC8 <= -0.6628342
    ->  class 2\|1  [0.845]

Rule 32/211: (33.8/5, lift 8.5)
    PC2 <= -8.892819
    PC8 <= -0.6680527
    ->  class 2\|1  [0.833]

Rule 32/212: (49.1/8.3, lift 8.3)
    PC1 > -0.430681
    PC1 <= 3.587707
    PC3 <= 0.1229528
    PC8 > 0.07356091
    PC10 > -0.7280131
    PC16 > -1.706338
    PC21 <= 0.9185746
    PC58 > -0.08922733
    ->  class 2\|1  [0.817]

Rule 32/213: (27.1/5.6, lift 7.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.6680527
    PC8 <= 0.710245
    PC26 > -2.474381
    PC57 <= 0.0181126
    PC59 <= -0.2156793
    ->  class 2\|1  [0.775]

Rule 32/214: (75.6, lift 10.7)
    PC1 <= -0.430681
    PC5 > -0.6301011
    PC8 <= -0.6680527
    PC14 > 2.76885
    ->  class 2\|2  [0.987]

Rule 32/215: (77.1, lift 10.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.6628342
    PC8 <= 0.710245
    PC34 > -0.4061304
    PC59 > -0.2156793
    PC70 > -0.9037994
    PC73 <= -0.373248
    PC77 > -0.03174489
    ->  class 2\|2  [0.987]

Rule 32/216: (72.1/0.7, lift 10.6)
    PC1 > -0.430681
    PC1 <= 3.587707
    PC2 <= 2.5099
    PC3 <= 0.1229528
    PC8 <= 0.07356091
    PC10 > -0.7280131
    PC30 > -0.0103649
    ->  class 2\|2  [0.976]

Rule 32/217: (36.7, lift 10.6)
    PC1 <= -1.697461
    PC8 > -2.336766
    PC8 <= -0.6680527
    PC35 <= 0.7640054
    PC73 > -1.358748
    PC93 > 0.9245634
    PC94 > -1.43073
    PC99 > -1.581467
    ->  class 2\|2  [0.974]

Rule 32/218: (328.3/9, lift 10.5)
    PC1 <= -0.430681
    PC3 > -1.627006
    PC4 <= 0.3183724
    PC8 > -0.6680527
    PC8 <= 0.710245
    PC34 > -0.4061304
    PC46 <= 1.739855
    PC57 <= 0.0181126
    PC59 > -0.2156793
    PC70 > -0.9037994
    PC77 <= -0.03174489
    PC94 > -1.244854
    ->  class 2\|2  [0.970]

Rule 32/219: (62/1.1, lift 10.5)
    PC1 > -4.277799
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.6680527
    PC8 <= 1.189587
    PC10 > -0.2255724
    PC25 <= 0.05229788
    PC36 <= 0.4659203
    PC44 <= 0.3619555
    PC57 > 0.0181126
    PC62 > -1.318669
    PC68 <= 0.5451707
    PC79 > 0.08827119
    ->  class 2\|2  [0.968]

Rule 32/220: (27.8, lift 10.5)
    PC1 <= -1.697461
    PC8 > -2.336766
    PC8 <= -0.6680527
    PC35 <= 0.7640054
    PC44 > 0.4365815
    PC73 > 0.5762051
    PC94 > -1.43073
    ->  class 2\|2  [0.966]

Rule 32/221: (70.1/1.6, lift 10.5)
    PC1 <= -1.697461
    PC2 <= 2.5099
    PC8 > -2.336766
    PC8 <= -0.6680527
    PC27 > -0.1254007
    PC41 > -1.214658
    PC44 <= 0.4365815
    PC59 > 0.1221633
    ->  class 2\|2  [0.965]

Rule 32/222: (247.1/12.8, lift 10.3)
    PC1 <= -0.430681
    PC2 > -8.892819
    PC2 <= 2.5099
    PC8 > -2.336766
    PC8 <= -0.6680527
    PC16 > -0.52775
    PC27 > -0.6067339
    PC57 <= -0.07664244
    PC73 > -1.358748
    PC74 > -1.516062
    PC76 <= 0.6424678
    ->  class 2\|2  [0.945]

Rule 32/223: (50.3/2.1, lift 10.2)
    PC1 > -0.430681
    PC1 <= 22.9171
    PC2 > -6.639774
    PC2 <= 2.5099
    PC3 <= 0.1229528
    PC10 > -0.7280131
    PC11 <= 1.930692
    PC16 > -1.706338
    PC21 <= 0.9185746
    PC82 > 0.1671337
    ->  class 2\|2  [0.942]

Rule 32/224: (22.5/0.5, lift 10.2)
    PC1 <= -0.430681
    PC8 <= -0.6680527
    PC73 <= -1.358748
    PC80 <= -3.908811
    ->  class 2\|2  [0.941]

Rule 32/225: (62.7/3.1, lift 10.2)
    PC1 <= -0.430681
    PC8 > 0.710245
    PC8 <= 1.189587
    PC35 > -0.6653744
    PC57 <= 0.0181126
    PC72 <= 0.3773813
    PC77 <= -0.03658731
    PC81 > -0.223046
    ->  class 2\|2  [0.937]

Rule 32/226: (197.2/12.5, lift 10.1)
    PC1 <= -0.430681
    PC4 <= 0.3183724
    PC8 > -0.6680527
    PC8 <= 1.189587
    PC12 <= -2.143491
    PC25 <= 0.2289002
    PC34 > -0.4061304
    PC57 <= 0.0181126
    ->  class 2\|2  [0.932]

Rule 32/227: (55.9/3.8, lift 10.0)
    PC1 > -4.277799
    PC1 <= -0.430681
    PC2 <= -3.573207
    PC8 > -0.6680527
    PC8 <= 1.189587
    PC18 > -0.1783379
    PC54 > 0.06146915
    PC57 > 0.0181126
    ->  class 2\|2  [0.917]

Rule 32/228: (7.5, lift 9.7)
    PC1 > -0.430681
    PC1 <= 3.587707
    PC2 <= 2.5099
    PC3 <= 0.1229528
    PC10 > -0.7280131
    PC21 <= 0.9185746
    PC48 > 0.4338203
    ->  class 2\|2  [0.895]

Rule 32/229: (70.8/7.1, lift 9.7)
    PC2 <= 2.5099
    PC8 > -2.336766
    PC8 <= -0.6680527
    PC73 > -1.358748
    PC94 <= -1.43073
    ->  class 2\|2  [0.889]

Rule 32/230: (31.2/3, lift 9.6)
    PC2 <= 2.5099
    PC8 > -3.942627
    PC8 <= -2.336766
    PC10 > 0.6554425
    PC36 > -0.3153746
    PC43 <= -0.218724
    PC45 <= 0.4344248
    ->  class 2\|2  [0.880]

Rule 32/231: (12/1.6, lift 8.9)
    PC1 <= -0.430681
    PC8 > 1.189587
    PC11 <= -0.7318318
    PC51 > 0.5668929
    PC96 <= 0.2551964
    ->  class 2\|2  [0.817]

Rule 32/232: (14.3/2.2, lift 8.7)
    PC1 > -1.697461
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.336766
    PC8 <= -0.6680527
    PC56 > 0.3467955
    PC57 > -0.07664244
    ->  class 2\|2  [0.801]

Rule 32/233: (24.7/4.9, lift 8.5)
    PC1 <= -0.430681
    PC8 > -0.6680527
    PC8 <= 1.189587
    PC17 > -1.594029
    PC26 <= -2.474381
    PC57 <= 0.0181126
    ->  class 2\|2  [0.780]

Rule 32/234: (4895/3563.7, lift 3.0)
    PC1 <= 22.9171
    PC2 <= 2.5099
    PC3 <= 0.1229528
    PC10 > -0.7280131
    PC16 > -1.706338
    PC21 <= 0.9185746
    ->  class 2\|2  [0.272]

Rule 32/235: (133.2, lift 8.7)
    PC1 <= -0.430681
    PC8 <= -2.336766
    PC9 <= 3.654455
    PC21 <= 0.583823
    PC44 <= 0.9023017
    PC49 > 0.1028608
    PC72 > -0.504717
    ->  class 2\|3  [0.993]

Rule 32/236: (132.4, lift 8.7)
    PC1 <= -0.430681
    PC8 <= -2.336766
    PC9 <= 3.654455
    PC43 > -0.218724
    PC96 > 0.2911013
    ->  class 2\|3  [0.993]

Rule 32/237: (124.9, lift 8.7)
    PC1 <= -1.697461
    PC8 > -2.336766
    PC8 <= -0.6680527
    PC14 <= 2.76885
    PC24 <= 1.019233
    PC29 <= 0.2788967
    PC32 > -3.011938
    PC44 > 0.4365815
    PC57 > -0.07664244
    PC73 > -1.358748
    PC73 <= 0.5762051
    PC93 <= 0.9245634
    ->  class 2\|3  [0.992]

Rule 32/238: (92, lift 8.7)
    PC2 <= 2.5099
    PC8 > -3.942627
    PC8 <= -2.336766
    PC10 <= 0.6554425
    PC34 <= -0.3234794
    PC36 > -0.3153746
    PC43 <= -0.218724
    PC51 <= 0.6479242
    PC73 > -1.358748
    ->  class 2\|3  [0.989]

Rule 32/239: (84, lift 8.7)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC8 <= -2.987631
    PC10 <= -0.7280131
    PC19 > -1.342918
    PC57 <= 0.02752472
    PC79 > -0.3779111
    ->  class 2\|3  [0.988]

Rule 32/240: (67.8, lift 8.6)
    PC1 <= -0.430681
    PC8 > -2.336766
    PC8 <= -0.6680527
    PC9 > -3.518553
    PC14 <= 2.76885
    PC29 <= 0.2788967
    PC32 > -3.011938
    PC47 <= -0.779565
    PC57 > -0.07664244
    PC73 > -1.358748
    PC95 <= 0.5518312
    ->  class 2\|3  [0.986]

Rule 32/241: (205/1.9, lift 8.6)
    PC1 <= -0.430681
    PC8 > -3.942627
    PC8 <= -2.336766
    PC10 <= 0.6554425
    PC26 <= 2.616798
    PC30 <= 0.1084321
    PC36 > -0.3153746
    PC43 <= -0.218724
    PC45 <= 0.4344248
    PC51 <= 0.6479242
    PC58 <= 0.2115997
    ->  class 2\|3  [0.986]

Rule 32/242: (59.5, lift 8.6)
    PC2 <= 2.5099
    PC8 <= -2.336766
    PC9 <= 3.654455
    PC21 <= 0.583823
    PC43 > -0.218724
    PC44 <= 0.9023017
    PC46 > 0.1428598
    PC46 <= 0.4031499
    PC85 <= 0.8082542
    PC97 > -0.3321526
    ->  class 2\|3  [0.984]

Rule 32/243: (53.2, lift 8.6)
    PC1 > -0.430681
    PC1 <= 3.587707
    PC2 <= 2.5099
    PC3 <= 0.1229528
    PC8 <= 0.07356091
    PC10 > -0.7280131
    PC21 <= 0.9185746
    PC30 <= -0.0103649
    PC48 <= 0.4338203
    PC67 > -0.404483
    ->  class 2\|3  [0.982]

Rule 32/244: (52.3, lift 8.6)
    PC2 <= 2.5099
    PC8 <= -2.336766
    PC36 <= -0.3153746
    PC43 <= -0.218724
    PC45 <= 0.4344248
    PC74 <= 0.5601798
    ->  class 2\|3  [0.982]

Rule 32/245: (49.6, lift 8.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.336766
    PC8 <= -0.6680527
    PC13 <= 0.5694682
    PC57 > -0.07664244
    PC64 > -0.3157029
    PC73 > -1.358748
    PC78 <= -0.3627467
    PC94 > -1.43073
    ->  class 2\|3  [0.981]

Rule 32/246: (50.4/0.2, lift 8.6)
    PC1 <= -1.697461
    PC8 > -2.336766
    PC8 <= -0.6680527
    PC14 <= 2.76885
    PC24 <= 1.019233
    PC29 <= 0.2788967
    PC32 > -3.011938
    PC35 > 0.7640054
    PC57 > -0.07664244
    PC73 > -1.358748
    ->  class 2\|3  [0.978]

Rule 32/247: (42, lift 8.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -0.6680527
    PC45 > 0.3183786
    PC47 > -0.779565
    PC57 > -0.07664244
    PC73 > -1.358748
    PC93 <= 0.9245634
    ->  class 2\|3  [0.977]

Rule 32/248: (85.2/1.2, lift 8.5)
    PC1 <= -0.430681
    PC8 <= -2.336766
    PC22 <= -1.831763
    PC43 > -0.218724
    ->  class 2\|3  [0.974]

Rule 32/249: (40.5/0.2, lift 8.5)
    PC1 <= -1.697461
    PC8 <= -0.6680527
    PC14 <= 2.76885
    PC57 > -0.07664244
    PC73 > -1.358748
    PC99 <= -1.581467
    ->  class 2\|3  [0.973]

Rule 32/250: (64.8/0.9, lift 8.5)
    PC1 <= -0.430681
    PC8 <= -2.336766
    PC14 <= 2.76885
    PC35 <= -1.621486
    PC43 > -0.218724
    PC73 > -1.358748
    ->  class 2\|3  [0.972]

Rule 32/251: (29.4, lift 8.5)
    PC10 <= -0.7280131
    PC19 > 3.570007
    PC57 <= 0.02752472
    ->  class 2\|3  [0.968]

Rule 32/252: (136.5/3.4, lift 8.5)
    PC1 <= -0.430681
    PC8 > -2.336766
    PC8 <= -0.6680527
    PC24 <= 1.019233
    PC27 > -0.1254007
    PC35 <= 0.7640054
    PC47 > -0.779565
    PC57 > -0.07664244
    PC87 > 0.2721748
    PC93 <= 0.9245634
    PC96 > -0.2063042
    ->  class 2\|3  [0.968]

Rule 32/253: (105.4/2.6, lift 8.5)
    PC1 <= -0.430681
    PC8 <= -2.336766
    PC14 <= 2.76885
    PC43 > -0.218724
    PC72 <= -0.504717
    PC73 > -1.358748
    ->  class 2\|3  [0.967]

Rule 32/254: (25.6, lift 8.4)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC8 <= -2.987631
    PC19 > -1.342918
    PC20 > -0.09071907
    ->  class 2\|3  [0.964]

Rule 32/255: (112.3/3.4, lift 8.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -0.6680527
    PC14 <= 2.76885
    PC74 > -1.516062
    PC76 > 0.6424678
    PC94 > -1.43073
    ->  class 2\|3  [0.961]

Rule 32/256: (42.9/0.9, lift 8.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -0.6680527
    PC9 <= 3.654455
    PC44 > 0.9023017
    PC99 <= -0.385896
    ->  class 2\|3  [0.957]

Rule 32/257: (19.5, lift 8.4)
    PC2 <= 2.5099
    PC10 <= -0.7280131
    PC12 <= -2.04151
    PC100 > 3.701552
    ->  class 2\|3  [0.954]

Rule 32/258: (276.1/11.7, lift 8.4)
    PC1 > -1.697461
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.336766
    PC8 <= -0.6680527
    PC47 > -0.779565
    PC56 <= 0.3467955
    PC57 > -0.07664244
    PC94 > -1.43073
    ->  class 2\|3  [0.954]

Rule 32/259: (332.6/15.7, lift 8.3)
    PC2 <= 2.5099
    PC8 <= -2.336766
    PC9 <= 3.654455
    PC10 > -1.099416
    PC11 > -3.768848
    PC11 <= 2.668048
    PC18 <= 0.4699033
    PC19 > -1.325214
    PC21 <= 0.583823
    PC27 > -0.3982558
    PC39 > -0.7657357
    PC43 > -0.218724
    PC44 <= 0.9023017
    PC46 <= 0.4031499
    PC77 <= 1.034278
    PC84 > -0.2683572
    PC85 <= 0.8082542
    PC98 > -0.3651268
    ->  class 2\|3  [0.950]

Rule 32/260: (153.3/7.4, lift 8.3)
    PC1 <= -1.697461
    PC8 <= -0.6680527
    PC41 > -1.214658
    PC44 <= 0.4365815
    PC57 > -0.07664244
    PC64 <= -0.3157029
    PC87 <= 0.2721748
    PC94 > -1.43073
    ->  class 2\|3  [0.946]

Rule 32/261: (38.7/1.2, lift 8.3)
    PC1 <= -0.430681
    PC8 > -2.336766
    PC8 <= -2.050626
    PC14 <= 2.76885
    PC27 <= -0.1254007
    PC35 <= 0.7640054
    PC87 > 0.2721748
    PC94 > -1.43073
    ->  class 2\|3  [0.946]

Rule 32/262: (16.2, lift 8.3)
    PC1 > -0.430681
    PC2 > -6.639774
    PC3 <= 0.1229528
    PC11 > 1.930692
    PC21 <= 0.9185746
    PC89 > 0.4860625
    ->  class 2\|3  [0.945]

Rule 32/263: (163.9/8.3, lift 8.3)
    PC2 <= 2.5099
    PC8 <= -3.942627
    PC13 <= 0.5694682
    PC36 > -0.3153746
    PC43 <= -0.218724
    PC51 <= 0.6479242
    ->  class 2\|3  [0.944]

Rule 32/264: (201.7/11.6, lift 8.2)
    PC2 <= 2.5099
    PC8 > -3.942627
    PC8 <= -2.336766
    PC10 <= 0.6554425
    PC14 <= 2.76885
    PC26 <= 2.616798
    PC36 > -0.3153746
    PC43 <= -0.218724
    PC45 <= 0.4344248
    PC51 <= 0.6479242
    PC58 <= 0.2115997
    PC84 > -0.2494107
    ->  class 2\|3  [0.938]

Rule 32/265: (18.7/0.4, lift 8.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC6 <= -3.791219
    PC8 > 1.189587
    ->  class 2\|3  [0.934]

Rule 32/266: (12.8, lift 8.2)
    PC1 <= -0.430681
    PC2 > -3.573207
    PC2 <= 2.5099
    PC8 > -0.6680527
    PC8 <= 1.189587
    PC23 <= 0.9730203
    PC37 <= 1.138888
    PC54 > 0.06146915
    PC57 > 0.0181126
    ->  class 2\|3  [0.932]

Rule 32/267: (18.1/0.4, lift 8.1)
    PC1 > -1.960932
    PC8 <= -0.6680527
    PC9 > 3.654455
    PC21 <= 0.583823
    PC46 <= 0.4031499
    PC72 > -0.504717
    ->  class 2\|3  [0.929]

Rule 32/268: (33.5/1.7, lift 8.1)
    PC1 > -4.277799
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.6680527
    PC8 <= 1.189587
    PC18 <= -0.1783379
    PC23 <= 0.9730203
    PC57 > 0.0181126
    ->  class 2\|3  [0.925]

Rule 32/269: (11.2, lift 8.1)
    PC2 <= 2.5099
    PC8 <= -0.6680527
    PC57 <= -0.07664244
    PC73 > -1.358748
    PC74 <= -1.516062
    PC94 > -1.43073
    ->  class 2\|3  [0.924]

Rule 32/270: (67.5/5.1, lift 8.0)
    PC2 <= 2.5099
    PC8 <= -2.336766
    PC14 <= 2.76885
    PC18 > 0.4699033
    PC43 > -0.218724
    PC73 > -1.358748
    ->  class 2\|3  [0.912]

Rule 32/271: (43.9/4.1, lift 7.8)
    PC1 <= -0.430681
    PC8 <= -2.336766
    PC43 > -0.218724
    PC46 > 0.4031499
    PC73 > -1.358748
    ->  class 2\|3  [0.890]

Rule 32/272: (23.1/2.2, lift 7.6)
    PC1 <= -0.430681
    PC6 > 1.76174
    PC8 > -0.6680527
    PC8 <= 1.189587
    PC23 <= 0.9730203
    PC37 <= 1.138888
    PC57 > 0.0181126
    ->  class 2\|3  [0.873]

Rule 32/273: (68.4/9.7, lift 7.4)
    PC1 > -4.277799
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.6680527
    PC8 <= 1.189587
    PC23 <= 0.9730203
    PC44 > 0.3619555
    PC54 <= 0.06146915
    PC57 > 0.0181126
    PC63 <= -0.01178659
    ->  class 2\|3  [0.848]

Rule 32/274: (4, lift 7.3)
    PC5 <= -0.6301011
    PC14 > 2.76885
    ->  class 2\|3  [0.834]

Rule 32/275: (64.8/11.2, lift 7.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.336766
    PC8 <= -0.6680527
    PC14 <= 2.76885
    PC16 <= -0.52775
    PC57 <= -0.07664244
    PC64 <= 0.04409203
    PC73 > -1.358748
    ->  class 2\|3  [0.817]

Rule 32/276: (43.3/7.6, lift 7.1)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC3 > -0.6198061
    PC8 <= -0.6680527
    PC14 <= 2.76885
    PC73 <= -1.358748
    PC80 > -3.908811
    ->  class 2\|3  [0.809]

Rule 32/277: (165.8/34.1, lift 6.9)
    PC2 <= 2.5099
    PC3 > 0.1229528
    PC3 <= 0.6922847
    PC10 > -0.7280131
    PC16 > 0.3594292
    PC21 <= 0.9185746
    ->  class 2\|3  [0.791]

Rule 32/278: (49.9/11.8, lift 6.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.6680527
    PC8 <= 1.189587
    PC23 <= 0.9730203
    PC54 <= 0.06146915
    PC57 > 0.0181126
    PC62 <= -1.318669
    ->  class 2\|3  [0.753]

Rule 32/279: (115.7, lift 23.3)
    PC2 > -8.892819
    PC8 <= -2.336766
    PC9 <= 3.654455
    PC22 > -1.831763
    PC46 <= 0.4031499
    PC72 > -0.504717
    PC73 > -1.358748
    PC85 > 0.8082542
    ->  class 2\|4  [0.992]

Rule 32/280: (110/0.1, lift 23.3)
    PC2 <= 2.5099
    PC8 <= -2.336766
    PC9 <= 3.654455
    PC13 <= 0.5694682
    PC18 <= 0.4699033
    PC22 > -1.831763
    PC35 > -1.621486
    PC44 > 0.9023017
    PC72 > -0.504717
    PC96 <= 0.2911013
    PC99 > -0.385896
    ->  class 2\|4  [0.990]

Rule 32/281: (82.3/0.2, lift 23.2)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC8 <= -1.447058
    PC10 <= -0.7280131
    PC19 > -1.342918
    PC20 <= -0.09071907
    PC57 > 0.02752472
    ->  class 2\|4  [0.986]

Rule 32/282: (114.9/1, lift 23.1)
    PC8 <= -2.336766
    PC11 <= 2.668048
    PC18 <= 0.4699033
    PC21 > 0.583823
    PC22 > -1.831763
    PC35 > -1.621486
    PC43 > -0.218724
    PC46 <= 0.4031499
    PC72 > -0.504717
    ->  class 2\|4  [0.983]

Rule 32/283: (118.2/1.1, lift 23.1)
    PC1 <= -1.960932
    PC8 <= -2.336766
    PC9 > 3.654455
    PC11 <= 2.668048
    PC21 <= 0.583823
    PC22 > -1.831763
    PC43 > -0.218724
    PC46 <= 0.4031499
    PC72 > -0.504717
    ->  class 2\|4  [0.983]

Rule 32/284: (124.5/1.5, lift 23.0)
    PC2 <= 2.5099
    PC8 <= -0.6680527
    PC10 <= -1.099416
    PC13 <= 0.5694682
    PC39 > -0.7657357
    PC43 > -0.218724
    PC72 > -0.504717
    ->  class 2\|4  [0.980]

Rule 32/285: (35, lift 22.8)
    PC1 <= -0.430681
    PC11 <= -3.768848
    PC19 > -1.325214
    PC22 > -1.831763
    PC49 <= 0.1028608
    PC96 <= 0.2911013
    ->  class 2\|4  [0.971]

Rule 32/286: (183/4.7, lift 22.8)
    PC8 <= -2.336766
    PC11 > 2.668048
    PC18 <= 0.4699033
    PC35 > -1.621486
    PC43 > -0.218724
    PC46 <= 0.4031499
    PC72 > -0.504717
    PC73 > -1.358748
    ->  class 2\|4  [0.969]

Rule 32/287: (30.8, lift 22.7)
    PC2 <= 2.5099
    PC8 <= -2.336766
    PC27 <= -0.3982558
    PC35 > -1.621486
    PC43 > -0.218724
    PC46 <= 0.4031499
    PC72 > -0.504717
    PC96 <= 0.2911013
    ->  class 2\|4  [0.967]

Rule 32/288: (25.5, lift 22.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -0.6680527
    PC13 > 0.5694682
    PC14 <= 2.76885
    PC73 > -1.358748
    ->  class 2\|4  [0.964]

Rule 32/289: (162.4/6.2, lift 22.5)
    PC2 > -8.892819
    PC8 <= -2.336766
    PC19 <= -1.325214
    PC22 > -1.831763
    PC35 > -1.621486
    PC43 > -0.218724
    PC46 <= 0.1428598
    PC49 <= 0.1028608
    PC72 > -0.504717
    ->  class 2\|4  [0.956]

Rule 32/290: (37.6/1.2, lift 22.2)
    PC2 <= 2.5099
    PC8 <= -2.336766
    PC21 <= 0.583823
    PC22 > -1.831763
    PC43 > -0.218724
    PC46 <= 0.4031499
    PC72 > -0.504717
    PC96 <= 0.2911013
    PC97 <= -0.3321526
    ->  class 2\|4  [0.945]

Rule 32/291: (15.8, lift 22.2)
    PC1 > -0.430681
    PC1 <= 3.587707
    PC2 <= 2.5099
    PC3 <= 0.1229528
    PC21 <= 0.9185746
    PC67 <= -0.404483
    ->  class 2\|4  [0.944]

Rule 32/292: (80.4/6.6, lift 21.3)
    PC8 <= -2.336766
    PC22 > -1.831763
    PC35 > -1.621486
    PC43 > -0.218724
    PC46 <= 0.4031499
    PC72 > -0.504717
    PC77 > 1.034278
    PC96 <= 0.2911013
    ->  class 2\|4  [0.908]

Rule 32/293: (102.3/8.7, lift 21.3)
    PC1 > -0.430681
    PC8 <= -1.447058
    PC10 <= -0.7280131
    PC19 > -1.342918
    PC19 <= 3.570007
    PC79 <= -0.3779111
    ->  class 2\|4  [0.907]

Rule 32/294: (16.5/0.7, lift 21.3)
    PC1 <= -0.430681
    PC8 <= -2.336766
    PC43 <= -0.218724
    PC51 > 0.6479242
    PC73 > -1.358748
    ->  class 2\|4  [0.906]

Rule 32/295: (26.3/2, lift 21.0)
    PC1 <= -0.430681
    PC8 <= -2.336766
    PC36 <= -0.3153746
    PC43 <= -0.218724
    PC74 > 0.5601798
    ->  class 2\|4  [0.894]

Rule 32/296: (94.2/10.4, lift 20.7)
    PC8 <= -0.6680527
    PC18 <= 0.4699033
    PC35 > -1.621486
    PC39 <= -0.7657357
    PC43 > -0.218724
    PC72 > -0.504717
    PC73 > -1.358748
    PC96 <= 0.2911013
    PC97 > -0.3321526
    ->  class 2\|4  [0.881]

Rule 32/297: (6, lift 20.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -2.336766
    PC43 <= -0.218724
    PC45 > 0.4344248
    ->  class 2\|4  [0.875]

Rule 32/298: (34.6/6.9, lift 18.5)
    PC1 <= -0.430681
    PC8 > -2.336766
    PC8 <= -0.6680527
    PC14 <= 2.76885
    PC29 <= 0.2788967
    PC47 <= -0.779565
    PC57 > -0.07664244
    PC95 > 0.5518312
    ->  class 2\|4  [0.786]

Rule 32/299: (20.2/5.8, lift 16.3)
    PC1 <= -0.430681
    PC2 > -8.892819
    PC2 <= 2.5099
    PC8 > -2.336766
    PC8 <= -0.6680527
    PC14 <= 2.76885
    PC24 > 1.019233
    PC57 > -0.07664244
    PC94 > -1.43073
    ->  class 2\|4  [0.696]

Rule 32/300: (15.8/6, lift 14.3)
    PC2 <= 2.5099
    PC8 <= -2.336766
    PC19 > -1.325214
    PC21 <= 0.583823
    PC35 > -1.621486
    PC39 > -0.7657357
    PC43 > -0.218724
    PC44 <= 0.9023017
    PC84 <= -0.2683572
    PC96 <= 0.2911013
    ->  class 2\|4  [0.609]

Rule 32/301: (49.8/22.9, lift 12.6)
    PC1 <= -0.430681
    PC2 > -8.892819
    PC2 <= 2.5099
    PC8 > -2.336766
    PC8 <= -0.6680527
    PC29 > 0.2788967
    PC32 > -3.011938
    PC57 > -0.07664244
    PC73 > -1.358748
    ->  class 2\|4  [0.538]

Default class: 2\|2

-----  Trial 33:  -----

Rules:

Rule 33/1: (150.8, lift 17.1)
    PC4 > -9.041733
    PC11 > -0.06839994
    PC14 > -0.4244162
    PC14 <= 1.991589
    PC16 > -1.222327
    PC17 > 0.07838374
    PC18 > 2.059208
    PC30 <= 2.521789
    PC31 > -0.2922627
    PC46 <= 0.3180107
    PC51 <= 0.451746
    PC53 <= 1.174927
    PC55 > -0.3570008
    PC58 <= 0.8787203
    PC69 <= 0.551266
    PC76 <= 0.2747086
    PC82 > -0.2663316
    PC92 > -0.5737158
    PC95 > -0.1164806
    ->  class 0\|0  [0.993]

Rule 33/2: (94.5, lift 17.0)
    PC2 > 2.526915
    PC16 > -1.222327
    PC18 > 1.44517
    PC24 <= -2.807883
    PC51 <= 0.5366058
    PC56 <= 1.480084
    PC84 <= 0.7634224
    PC91 > -1.106988
    ->  class 0\|0  [0.990]

Rule 33/3: (82.8, lift 17.0)
    PC1 > -0.5330857
    PC11 > -0.06839994
    PC18 > 2.059208
    PC22 > -0.3179235
    PC30 <= 2.521789
    PC51 <= 0.451746
    PC92 > -0.5737158
    ->  class 0\|0  [0.988]

Rule 33/4: (76.1, lift 17.0)
    PC17 > 0.07838374
    PC18 > 1.44517
    PC22 > -0.3179235
    PC28 <= 3.478025
    PC48 > 0.417758
    PC51 <= 0.451746
    PC52 > -6.51612
    PC60 > -1.025194
    PC75 > -1.24228
    PC96 <= 0.6684543
    ->  class 0\|0  [0.987]

Rule 33/5: (83.3/0.2, lift 16.9)
    PC4 > -9.041733
    PC13 <= 7.236558
    PC16 <= -1.383342
    PC18 > 1.44517
    PC22 > -0.3179235
    PC28 <= 3.478025
    PC30 <= 2.521789
    ->  class 0\|0  [0.986]

Rule 33/6: (69.5, lift 16.9)
    PC2 > 2.526915
    PC4 > -9.041733
    PC16 > -1.222327
    PC18 > -0.8495221
    PC18 <= 5.253655
    PC20 <= -2.802719
    PC22 > -0.3179235
    PC47 <= 4.410915
    PC51 <= 0.5366058
    ->  class 0\|0  [0.986]

Rule 33/7: (68, lift 16.9)
    PC2 > 2.526915
    PC4 <= 10.44749
    PC13 <= 7.236558
    PC18 > 1.44517
    PC52 > -6.51612
    PC52 <= 2.76581
    PC56 <= 1.480084
    PC84 > 0.7634224
    PC99 > -1.489295
    ->  class 0\|0  [0.986]

Rule 33/8: (66.4, lift 16.9)
    PC4 > -9.041733
    PC18 > 1.44517
    PC18 <= 5.253655
    PC22 > -0.3179235
    PC28 <= 3.478025
    PC30 <= 2.521789
    PC51 <= 0.5366058
    PC53 > 1.213422
    PC56 <= 1.480084
    PC84 <= 0.7634224
    PC99 > -1.489295
    ->  class 0\|0  [0.985]

Rule 33/9: (58.9, lift 16.9)
    PC2 > 2.526915
    PC4 > -9.041733
    PC18 > 1.44517
    PC22 > -0.3179235
    PC30 <= 2.521789
    PC56 <= 1.480084
    PC59 > -2.283471
    PC74 <= -0.6799318
    PC91 > -1.106988
    PC99 > -0.4938342
    ->  class 0\|0  [0.984]

Rule 33/10: (78.6/0.3, lift 16.9)
    PC4 > -9.041733
    PC16 > -1.222327
    PC18 > 1.44517
    PC22 > -0.3179235
    PC28 <= 3.478025
    PC30 <= 2.521789
    PC33 <= -1.408346
    PC40 <= 2.541167
    PC51 <= 0.451746
    PC71 <= 0.3852735
    PC96 <= 0.6684543
    PC99 > -0.4938342
    ->  class 0\|0  [0.984]

Rule 33/11: (115.2/1.1, lift 16.9)
    PC2 > 2.526915
    PC4 > -9.041733
    PC4 <= 10.44749
    PC14 <= 0.2146856
    PC18 > 1.44517
    PC30 <= 2.521789
    PC40 > 2.541167
    PC47 <= 4.410915
    PC52 <= 2.76581
    ->  class 0\|0  [0.982]

Rule 33/12: (57.9/0.3, lift 16.8)
    PC2 > 2.526915
    PC18 > 1.44517
    PC22 > -0.3179235
    PC30 <= 2.521789
    PC51 <= 0.451746
    PC61 <= -1.062824
    PC75 > -1.24228
    ->  class 0\|0  [0.978]

Rule 33/13: (46.6/0.2, lift 16.8)
    PC4 > -9.041733
    PC4 <= 10.44749
    PC13 <= 7.236558
    PC18 > 1.44517
    PC21 <= 0.6757784
    PC56 <= 1.480084
    PC59 > -2.283471
    PC90 <= 3.016202
    PC99 <= -1.489295
    ->  class 0\|0  [0.975]

Rule 33/14: (72.4/1.3, lift 16.7)
    PC4 > -9.041733
    PC18 > 1.44517
    PC18 <= 5.253655
    PC22 > -0.3179235
    PC30 <= 2.521789
    PC51 <= 0.5366058
    PC56 <= 1.480084
    PC57 <= -0.7748486
    PC59 > -2.283471
    PC75 > -1.24228
    PC91 > -1.106988
    PC99 > -0.4938342
    ->  class 0\|0  [0.970]

Rule 33/15: (97/2, lift 16.7)
    PC13 <= 7.236558
    PC18 > 1.44517
    PC21 <= 0.6757784
    PC22 > -0.3179235
    PC32 > 0.9155498
    PC40 <= 2.541167
    PC52 <= 2.76581
    PC56 <= 1.480084
    ->  class 0\|0  [0.969]

Rule 33/16: (18.7, lift 16.4)
    PC4 <= 10.44749
    PC13 <= 7.236558
    PC18 > 1.44517
    PC21 <= 0.6757784
    PC30 > 2.521789
    PC54 <= 2.465308
    PC69 > 0.9084903
    PC90 <= 3.016202
    ->  class 0\|0  [0.952]

Rule 33/17: (59.5/2.8, lift 16.1)
    PC2 > 2.526915
    PC3 > -1.702317
    PC3 <= 1.640775
    PC18 > -0.8495221
    PC18 <= 1.44517
    PC27 > 0.5554403
    ->  class 0\|0  [0.938]

Rule 33/18: (17.8/1.3, lift 15.2)
    PC4 <= -9.041733
    PC18 > 1.44517
    PC47 > 0.8266706
    PC56 <= 1.480084
    ->  class 0\|0  [0.884]

Rule 33/19: (23.3/2.7, lift 14.7)
    PC2 > 2.526915
    PC3 > -1.702317
    PC3 <= 1.640775
    PC18 > -0.8495221
    PC18 <= 1.44517
    PC64 > 1.273126
    ->  class 0\|0  [0.855]

Rule 33/20: (4.8, lift 14.7)
    PC4 <= 10.44749
    PC18 > 1.44517
    PC22 <= -0.3179235
    PC25 <= -1.050508
    PC59 > -2.283471
    ->  class 0\|0  [0.854]

Rule 33/21: (9.2/0.7, lift 14.6)
    PC2 > 2.526915
    PC13 <= 7.236558
    PC14 > 2.64564
    ->  class 0\|0  [0.848]

Rule 33/22: (5.8/0.3, lift 14.3)
    PC2 > 2.526915
    PC3 > -1.702317
    PC3 <= 1.640775
    PC18 > -0.8495221
    PC64 <= 1.273126
    PC69 > 0.9245949
    ->  class 0\|0  [0.834]

Rule 33/23: (7.3/1.3, lift 12.9)
    PC13 <= 7.236558
    PC18 > 1.44517
    PC22 <= -0.3179235
    PC49 <= -1.000884
    PC52 > -6.51612
    PC83 > -4.557264
    ->  class 0\|0  [0.752]

Rule 33/24: (268.2/129.1, lift 8.9)
    PC18 > 1.44517
    PC20 > 4.205393
    PC52 > -6.51612
    ->  class 0\|0  [0.518]

Rule 33/25: (88.4, lift 12.0)
    PC2 > 2.526915
    PC3 <= -1.702317
    PC9 > -0.015689
    PC11 > -0.06531438
    PC17 > -1.134144
    PC18 > -0.8495221
    PC18 <= 1.44517
    PC22 > -0.08471563
    ->  class 0\|1  [0.989]

Rule 33/26: (74.8, lift 12.0)
    PC2 > 2.526915
    PC9 > -0.015689
    PC17 > -1.134144
    PC18 > -0.8495221
    PC18 <= 1.108336
    PC22 <= -0.08471563
    PC60 <= -0.4183349
    ->  class 0\|1  [0.987]

Rule 33/27: (73.2, lift 12.0)
    PC2 > 2.526915
    PC13 <= 7.236558
    PC16 > -1.383342
    PC17 <= 0.07838374
    PC18 > 1.44517
    PC24 > -2.807883
    PC32 <= 0.9155498
    PC33 > -1.408346
    PC51 <= 0.5366058
    PC54 <= 2.465308
    PC59 > -2.283471
    PC74 > -0.6799318
    ->  class 0\|1  [0.987]

Rule 33/28: (64.1, lift 12.0)
    PC18 > 1.44517
    PC51 > 0.451746
    PC51 <= 0.5366058
    PC53 <= 1.213422
    PC57 > -0.7748486
    PC59 > -2.283471
    PC99 > -1.489295
    ->  class 0\|1  [0.985]

Rule 33/29: (61.7, lift 12.0)
    PC2 > 2.526915
    PC4 <= 10.44749
    PC18 > 1.44517
    PC47 <= 4.410915
    PC54 <= 2.465308
    PC56 > 1.480084
    PC59 > -2.283471
    ->  class 0\|1  [0.984]

Rule 33/30: (57.6, lift 12.0)
    PC3 <= -1.702317
    PC10 <= -3.705888
    PC16 <= 0.320115
    PC18 > -0.8495221
    PC18 <= 1.44517
    ->  class 0\|1  [0.983]

Rule 33/31: (56.8, lift 12.0)
    PC2 > 2.526915
    PC4 <= 10.44749
    PC18 > 1.44517
    PC31 <= -0.2922627
    PC32 <= 0.9155498
    PC54 <= 2.465308
    PC74 > -0.6799318
    ->  class 0\|1  [0.983]

Rule 33/32: (59.6/0.2, lift 11.9)
    PC2 > 2.526915
    PC3 <= 1.640775
    PC14 <= -0.4244162
    PC18 > -0.8495221
    PC22 > -0.3179235
    PC24 > -2.807883
    PC33 > -1.408346
    PC40 <= 2.541167
    PC53 <= 1.213422
    PC58 <= 0.8787203
    PC59 > -2.283471
    PC96 <= 0.6684543
    PC99 > -0.4938342
    ->  class 0\|1  [0.981]

Rule 33/33: (128.6/1.9, lift 11.9)
    PC2 > 2.526915
    PC3 <= 1.640775
    PC13 <= 7.236558
    PC17 > 0.07838374
    PC18 > -0.8495221
    PC18 <= 2.059208
    PC32 <= 0.9155498
    PC48 <= 0.417758
    PC52 <= 2.76581
    PC57 > -0.7748486
    PC74 > -0.6799318
    PC91 > -1.106988
    PC92 > -0.5737158
    PC96 <= 0.6684543
    PC99 > -0.4938342
    ->  class 0\|1  [0.978]

Rule 33/34: (39.2, lift 11.9)
    PC2 > 2.526915
    PC3 <= 1.640775
    PC13 <= 7.236558
    PC18 > -0.8495221
    PC24 > -2.807883
    PC33 > -1.408346
    PC40 <= 2.541167
    PC60 <= -1.025194
    PC61 > -1.062824
    PC74 > -0.6799318
    PC91 > -1.106988
    PC99 > -1.489295
    ->  class 0\|1  [0.976]

Rule 33/35: (62.3/0.6, lift 11.9)
    PC1 <= -0.5330857
    PC4 <= 10.44749
    PC18 > 2.059208
    PC24 > -2.807883
    PC33 > -1.408346
    PC40 <= 2.541167
    PC48 <= 0.417758
    PC52 <= 2.76581
    PC57 > -0.7748486
    PC59 > -2.283471
    PC76 > 0.2747086
    PC84 <= 0.7634224
    ->  class 0\|1  [0.976]

Rule 33/36: (38.2, lift 11.8)
    PC1 <= -0.5330857
    PC2 > 2.526915
    PC13 <= 7.236558
    PC17 > 0.07838374
    PC18 > -0.8495221
    PC30 <= 2.521789
    PC33 > -1.408346
    PC46 > 0.3180107
    PC48 <= 0.417758
    PC91 > -1.106988
    PC96 <= 0.6684543
    ->  class 0\|1  [0.974]

Rule 33/37: (35.4, lift 11.8)
    PC2 > 2.526915
    PC4 <= 10.44749
    PC13 <= 7.236558
    PC16 > -1.383342
    PC18 > 1.44517
    PC28 <= 3.478025
    PC30 <= 2.521789
    PC32 <= 0.9155498
    PC40 <= 2.541167
    PC56 <= 1.480084
    PC91 <= -1.106988
    ->  class 0\|1  [0.973]

Rule 33/38: (53.3/0.6, lift 11.8)
    PC4 <= 10.44749
    PC16 > -1.383342
    PC18 > 1.44517
    PC22 > -0.3179235
    PC28 <= 3.478025
    PC52 > 2.76581
    PC54 <= 2.465308
    PC59 > -2.283471
    ->  class 0\|1  [0.971]

Rule 33/39: (103.3/2.4, lift 11.8)
    PC4 <= -9.041733
    PC18 > 1.44517
    PC42 <= 2.798876
    PC47 <= 0.8266706
    ->  class 0\|1  [0.967]

Rule 33/40: (90.5/2.1, lift 11.7)
    PC2 > 2.526915
    PC3 <= 1.640775
    PC11 <= -0.06839994
    PC13 <= 7.236558
    PC16 > -1.383342
    PC18 > -0.8495221
    PC20 > -2.802719
    PC24 > -2.807883
    PC30 <= 2.521789
    PC32 <= 0.9155498
    PC33 > -1.408346
    PC40 <= 2.541167
    PC53 <= 1.213422
    PC57 > -0.7748486
    PC84 <= 0.7634224
    ->  class 0\|1  [0.966]

Rule 33/41: (34/0.3, lift 11.7)
    PC16 > -1.383342
    PC16 <= -1.222327
    PC18 > 1.44517
    PC32 <= 0.9155498
    PC40 <= 2.541167
    PC57 > -0.7748486
    ->  class 0\|1  [0.964]

Rule 33/42: (24.9, lift 11.7)
    PC2 > 2.526915
    PC3 <= 1.640775
    PC9 > -0.015689
    PC17 > -1.134144
    PC18 > -0.8495221
    PC18 <= 1.44517
    PC71 > 0.534832
    ->  class 0\|1  [0.963]

Rule 33/43: (69.8/1.7, lift 11.7)
    PC13 <= 7.236558
    PC16 > -1.383342
    PC18 > 1.44517
    PC30 <= 2.521789
    PC42 <= 2.798876
    PC51 > 0.5366058
    PC52 <= 2.76581
    PC54 <= 2.465308
    PC59 > -2.283471
    PC84 <= 0.7634224
    ->  class 0\|1  [0.963]

Rule 33/44: (136.5/4.4, lift 11.7)
    PC18 > 1.44517
    PC28 <= 3.478025
    PC30 > 2.521789
    PC47 <= 4.410915
    PC59 > -2.283471
    PC69 <= 0.9084903
    ->  class 0\|1  [0.961]

Rule 33/45: (144.8/4.9, lift 11.7)
    PC2 > 2.526915
    PC4 <= 10.44749
    PC13 <= 7.236558
    PC14 <= 2.64564
    PC18 > 1.44517
    PC20 <= 4.205393
    PC22 <= -0.3179235
    PC25 > -1.050508
    PC42 <= 2.798876
    PC47 <= 4.410915
    PC49 > -1.000884
    PC54 <= 1.277894
    PC99 > -1.489295
    ->  class 0\|1  [0.960]

Rule 33/46: (23, lift 11.7)
    PC2 > 2.526915
    PC16 > -1.383342
    PC18 > 1.44517
    PC20 > -2.802719
    PC30 <= 2.521789
    PC32 <= 0.9155498
    PC53 <= 1.213422
    PC57 > -0.7748486
    PC59 > -2.283471
    PC84 <= 0.7634224
    PC96 > 0.6684543
    PC99 > -1.489295
    ->  class 0\|1  [0.960]

Rule 33/47: (23.6, lift 11.7)
    PC10 <= -3.705888
    PC18 > -0.8495221
    PC18 <= 1.108336
    PC21 > -0.5193602
    PC22 <= -0.08471563
    PC92 > -0.3773708
    ->  class 0\|1  [0.959]

Rule 33/48: (22.3, lift 11.7)
    PC16 > -1.383342
    PC18 > 5.253655
    PC32 <= 0.9155498
    PC59 > -2.283471
    PC84 <= 0.7634224
    PC99 > -0.4938342
    ->  class 0\|1  [0.959]

Rule 33/49: (59.4/1.6, lift 11.6)
    PC2 > 2.526915
    PC3 <= -1.702317
    PC9 > -0.015689
    PC11 > -0.06531438
    PC17 > -1.134144
    PC18 > -0.8495221
    PC18 <= 1.44517
    PC92 <= -0.3773708
    ->  class 0\|1  [0.958]

Rule 33/50: (79.1/3, lift 11.6)
    PC1 <= -0.5330857
    PC2 > 2.526915
    PC11 > -0.06839994
    PC18 > -0.8495221
    PC22 > -0.3179235
    PC24 > -2.807883
    PC40 <= 2.541167
    PC51 <= 0.5366058
    PC57 > -0.7748486
    PC58 > 0.8787203
    PC59 > -2.283471
    PC74 > -0.6799318
    PC91 > -1.106988
    PC92 > -0.5737158
    PC96 <= 0.6684543
    ->  class 0\|1  [0.950]

Rule 33/51: (87.7/3.7, lift 11.5)
    PC2 > 2.526915
    PC13 <= 7.236558
    PC18 > 1.44517
    PC21 <= 0.6757784
    PC32 <= 0.9155498
    PC40 <= 2.541167
    PC42 <= 2.798876
    PC84 <= 0.7634224
    PC91 > -1.106988
    PC99 > -1.489295
    PC99 <= -0.4938342
    ->  class 0\|1  [0.947]

Rule 33/52: (34.3/1.2, lift 11.4)
    PC13 <= 7.236558
    PC14 > 0.6028854
    PC18 > 1.44517
    PC59 <= -2.283471
    PC60 > -0.654911
    ->  class 0\|1  [0.940]

Rule 33/53: (13.7, lift 11.4)
    PC2 > 2.526915
    PC13 <= 7.236558
    PC14 > 0.2146856
    PC16 > -1.383342
    PC18 > 1.44517
    PC40 > 2.541167
    ->  class 0\|1  [0.936]

Rule 33/54: (33.2/1.4, lift 11.3)
    PC1 <= -0.5330857
    PC4 <= 10.44749
    PC16 > -1.383342
    PC18 > 1.44517
    PC20 > -2.802719
    PC24 > -2.807883
    PC30 <= 2.521789
    PC32 <= 0.9155498
    PC33 > -1.408346
    PC51 <= 0.5366058
    PC76 <= 0.2747086
    PC82 <= -0.2663316
    PC92 > -0.5737158
    ->  class 0\|1  [0.931]

Rule 33/55: (51.9/2.9, lift 11.3)
    PC3 <= 1.640775
    PC18 <= -0.8495221
    PC31 <= 0.117333
    PC54 <= 3.096431
    PC57 > 0.2684259
    PC78 > 1.730299
    ->  class 0\|1  [0.928]

Rule 33/56: (17.1/0.4, lift 11.3)
    PC3 <= -1.702317
    PC18 > -0.8495221
    PC18 <= 1.44517
    PC30 > 4.462632
    ->  class 0\|1  [0.926]

Rule 33/57: (46.6/2.7, lift 11.2)
    PC2 > 2.526915
    PC18 > 1.44517
    PC24 > -2.807883
    PC32 <= 0.9155498
    PC33 > -1.408346
    PC40 <= 2.541167
    PC48 <= 0.417758
    PC53 <= 1.213422
    PC74 > -0.6799318
    PC92 <= -0.5737158
    PC99 > -1.489295
    ->  class 0\|1  [0.923]

Rule 33/58: (10.5, lift 11.2)
    PC18 > -2.283772
    PC18 <= -0.8495221
    PC34 > 5.305574
    PC54 <= 3.096431
    PC78 <= 1.730299
    ->  class 0\|1  [0.920]

Rule 33/59: (28.7/1.7, lift 11.1)
    PC2 > 2.526915
    PC3 <= 1.640775
    PC13 <= 1.643236
    PC18 > -0.8495221
    PC38 <= -3.402292
    ->  class 0\|1  [0.913]

Rule 33/60: (16.7/0.7, lift 11.0)
    PC10 <= -3.705888
    PC18 > -0.8495221
    PC18 <= 1.44517
    PC33 <= -3.694108
    ->  class 0\|1  [0.907]

Rule 33/61: (323.6/34.6, lift 10.8)
    PC2 > 2.526915
    PC3 > -1.702317
    PC3 <= 1.640775
    PC13 <= 1.643236
    PC18 > -0.8495221
    PC18 <= 1.44517
    PC27 <= 0.5554403
    PC28 <= 0.4374254
    PC64 <= 1.273126
    PC69 <= 0.9245949
    ->  class 0\|1  [0.891]

Rule 33/62: (42/4.1, lift 10.8)
    PC2 > 2.526915
    PC3 <= -1.702317
    PC11 > -0.06531438
    PC18 > -0.8495221
    PC18 <= 1.44517
    PC32 > 0.9455773
    PC47 <= 4.410915
    PC83 > -4.557264
    ->  class 0\|1  [0.884]

Rule 33/63: (6.3, lift 10.6)
    PC1 <= -0.5330857
    PC2 > 2.526915
    PC13 <= 7.236558
    PC18 > -0.8495221
    PC24 > -2.807883
    PC53 > 1.174927
    PC53 <= 1.213422
    ->  class 0\|1  [0.876]

Rule 33/64: (36.2/4.3, lift 10.5)
    PC2 > 2.526915
    PC13 <= 7.236558
    PC14 > 1.991589
    PC18 > 1.44517
    PC32 <= 0.9155498
    PC74 > -0.6799318
    ->  class 0\|1  [0.861]

Rule 33/65: (49.5/9.8, lift 9.6)
    PC13 > 7.236558
    PC18 > 4.696475
    PC29 > -0.4474091
    ->  class 0\|1  [0.790]

Rule 33/66: (51.4/13.7, lift 8.8)
    PC13 > 7.236558
    PC18 > 1.44517
    PC47 <= 4.410915
    PC81 <= -0.7361146
    PC83 > -4.557264
    PC100 > -0.8226014
    ->  class 0\|1  [0.725]

Rule 33/67: (49/14.3, lift 8.5)
    PC3 <= 1.640775
    PC15 <= 0.8242552
    PC18 > -1.099312
    PC18 <= -0.8495221
    PC40 > -2.798079
    PC54 <= 3.096431
    PC66 <= -0.4409782
    PC93 > -3.462427
    ->  class 0\|1  [0.700]

Rule 33/68: (89.5/27, lift 8.4)
    PC2 > 2.526915
    PC3 <= 1.640775
    PC11 <= -0.06531438
    PC13 <= 1.643236
    PC18 > -0.8495221
    PC18 <= 1.44517
    PC83 > -4.557264
    ->  class 0\|1  [0.694]

Rule 33/69: (9.7/2.7, lift 8.4)
    PC11 > -0.06531438
    PC17 <= -1.134144
    PC18 > -0.8495221
    PC18 <= 1.44517
    PC28 <= -2.593885
    ->  class 0\|1  [0.687]

Rule 33/70: (55, lift 9.3)
    PC3 <= 1.640775
    PC12 > -1.224417
    PC18 > -2.283772
    PC18 <= -0.8495221
    PC28 <= -1.95313
    PC40 > -2.798079
    PC54 <= 3.096431
    PC89 > -1.704174
    ->  class 0\|2  [0.982]

Rule 33/71: (42.7, lift 9.2)
    PC4 > 10.44749
    PC18 > 1.44517
    PC47 <= 4.410915
    ->  class 0\|2  [0.978]

Rule 33/72: (30, lift 9.2)
    PC18 > 1.44517
    PC28 > 3.478025
    PC47 <= 4.410915
    ->  class 0\|2  [0.969]

Rule 33/73: (34.6/0.4, lift 9.1)
    PC14 <= -0.1605631
    PC18 <= -2.283772
    PC39 > -0.8562604
    PC40 > -2.798079
    PC51 > 0.6896967
    PC97 > -0.6475182
    ->  class 0\|2  [0.962]

Rule 33/74: (7716.5/5607.7, lift 2.6)
    PC2 > 2.526915
    ->  class 0\|2  [0.273]

Rule 33/75: (83.3, lift 11.1)
    PC4 > -5.538404
    PC18 > -2.283772
    PC18 <= -1.099312
    PC28 > -1.436036
    PC31 > -0.1872706
    PC37 <= 1.455464
    PC56 <= -0.460952
    PC61 > -0.5583106
    PC67 <= 0.2148174
    PC76 <= 1.155645
    ->  class 0\|3  [0.988]

Rule 33/76: (72.7, lift 11.1)
    PC2 > 2.526915
    PC3 <= 1.640775
    PC4 > -5.538404
    PC15 <= 0.8242552
    PC18 <= -0.8495221
    PC28 > -1.436036
    PC30 <= 1.407807
    PC31 > -0.1872706
    PC37 <= 1.455464
    PC61 > -0.5583106
    PC72 > 0.5236768
    ->  class 0\|3  [0.987]

Rule 33/77: (67.2, lift 11.0)
    PC3 <= 1.640775
    PC15 <= 0.8242552
    PC18 <= -0.8495221
    PC40 <= -2.798079
    ->  class 0\|3  [0.986]

Rule 33/78: (155.2/1.4, lift 11.0)
    PC3 <= 1.640775
    PC17 <= 0.63545
    PC18 <= -2.283772
    PC26 <= 1.46661
    PC28 <= 2.985367
    PC33 <= 4.85177
    PC58 > -1.938102
    PC85 > 0.7538291
    ->  class 0\|3  [0.985]

Rule 33/79: (66.6, lift 11.0)
    PC2 > 2.526915
    PC3 <= 1.640775
    PC4 > -5.538404
    PC15 <= 0.8242552
    PC18 > -2.283772
    PC18 <= -1.099312
    PC28 > -1.436036
    PC30 <= 1.407807
    PC61 > -0.5583106
    PC96 <= -0.6828794
    ->  class 0\|3  [0.985]

Rule 33/80: (86.5/0.4, lift 11.0)
    PC2 > 2.526915
    PC3 <= 1.640775
    PC15 <= 0.8242552
    PC18 <= -1.099312
    PC34 <= 5.305574
    PC85 > 1.563878
    PC93 > -3.462427
    ->  class 0\|3  [0.984]

Rule 33/81: (79.2/0.3, lift 11.0)
    PC3 <= 1.640775
    PC18 <= -0.8495221
    PC54 > 3.096431
    ->  class 0\|3  [0.984]

Rule 33/82: (115.3/1, lift 11.0)
    PC2 > 2.526915
    PC3 <= 1.640775
    PC15 <= 0.8242552
    PC18 <= -2.283772
    PC39 <= -0.8562604
    PC44 <= 1.563007
    PC78 <= 1.730299
    ->  class 0\|3  [0.983]

Rule 33/83: (237.3/3.4, lift 11.0)
    PC5 > -0.9845681
    PC15 <= 0.8242552
    PC17 <= 0.63545
    PC18 <= -2.283772
    PC33 <= 4.85177
    PC82 <= 4.516281
    PC97 <= -0.6475182
    ->  class 0\|3  [0.982]

Rule 33/84: (186.4/2.6, lift 11.0)
    PC3 <= 1.640775
    PC4 > -8.287465
    PC6 <= 0.115219
    PC14 <= -0.1605631
    PC15 <= 0.8242552
    PC18 <= -2.283772
    PC26 <= 1.46661
    PC28 <= 2.985367
    PC42 <= 1.276258
    PC51 <= 0.6896967
    PC58 > -1.250211
    PC60 > -0.1330748
    PC84 <= 0.1708149
    PC90 > -0.7324599
    PC97 <= 0.5539216
    ->  class 0\|3  [0.981]

Rule 33/85: (44, lift 11.0)
    PC3 <= 1.640775
    PC18 > -2.283772
    PC18 <= -0.8495221
    PC30 <= 1.407807
    PC31 > -0.1872706
    PC37 <= 1.455464
    PC58 > -1.000462
    PC60 > 0.477187
    PC67 <= 0.2148174
    PC96 > -0.6828794
    ->  class 0\|3  [0.978]

Rule 33/86: (39.4, lift 10.9)
    PC4 > -5.538404
    PC15 <= 0.8242552
    PC18 > -2.283772
    PC18 <= -1.099312
    PC23 > -1.06591
    PC25 > 0.3749295
    PC37 <= 1.455464
    PC61 > -0.5583106
    ->  class 0\|3  [0.976]

Rule 33/87: (56.6/0.5, lift 10.9)
    PC3 <= 1.640775
    PC4 > -5.538404
    PC5 > -0.9845681
    PC12 > -1.224417
    PC15 <= 0.8242552
    PC18 > -2.283772
    PC18 <= -1.099312
    PC28 > -1.95313
    PC37 <= 1.455464
    PC61 > -0.5583106
    PC78 <= 1.730299
    PC88 <= -0.9850007
    PC93 > -3.462427
    ->  class 0\|3  [0.975]

Rule 33/88: (35.5, lift 10.9)
    PC2 > 2.526915
    PC3 <= 1.640775
    PC9 > 0.5233031
    PC18 <= -1.099312
    PC31 > -0.1872706
    PC67 <= 0.2148174
    PC78 <= 1.730299
    ->  class 0\|3  [0.973]

Rule 33/89: (38.1/0.2, lift 10.9)
    PC3 <= -1.702317
    PC17 <= -1.134144
    PC18 <= 1.44517
    PC38 <= -1.254955
    PC75 <= 0.1614507
    ->  class 0\|3  [0.971]

Rule 33/90: (30.3, lift 10.9)
    PC2 > 2.526915
    PC3 <= 1.640775
    PC18 > -0.8495221
    PC47 > 4.410915
    ->  class 0\|3  [0.969]

Rule 33/91: (28.4, lift 10.8)
    PC18 <= -0.8495221
    PC31 > 0.117333
    PC78 > 1.730299
    ->  class 0\|3  [0.967]

Rule 33/92: (44.2/0.6, lift 10.8)
    PC13 > 1.643236
    PC18 > -0.8495221
    PC18 <= 1.44517
    PC57 > 0.9461671
    PC83 > -4.557264
    ->  class 0\|3  [0.966]

Rule 33/93: (27, lift 10.8)
    PC2 > 2.526915
    PC3 <= 1.640775
    PC12 <= -1.224417
    PC18 > -2.283772
    PC18 <= -1.099312
    PC93 > -3.462427
    ->  class 0\|3  [0.964]

Rule 33/94: (30.3/0.2, lift 10.8)
    PC3 <= 1.640775
    PC18 <= -0.8495221
    PC24 <= -2.228363
    PC54 <= 3.096431
    PC78 > 1.730299
    ->  class 0\|3  [0.962]

Rule 33/95: (68/1.6, lift 10.8)
    PC1 > -0.7303921
    PC3 <= 1.640775
    PC4 <= 2.979501
    PC13 > 1.643236
    PC18 > -0.8495221
    PC18 <= 1.44517
    PC25 <= 1.320244
    ->  class 0\|3  [0.962]

Rule 33/96: (157.1/6.5, lift 10.7)
    PC2 > 3.501853
    PC3 <= 1.640775
    PC5 > -0.9845681
    PC17 <= 0.63545
    PC18 <= -2.283772
    PC26 <= 1.46661
    PC28 <= 2.985367
    PC33 <= 4.85177
    PC44 <= 1.563007
    PC56 > -5.290535
    PC58 > -1.938102
    PC78 <= 1.730299
    PC83 <= 0.2050333
    PC97 > 0.5539216
    ->  class 0\|3  [0.953]

Rule 33/97: (108.8/5, lift 10.6)
    PC2 > 2.526915
    PC3 <= 1.640775
    PC4 > -5.538404
    PC7 <= 1.404851
    PC15 <= 0.8242552
    PC18 > -2.283772
    PC18 <= -0.8495221
    PC23 <= -1.06591
    PC28 > -1.95313
    PC37 <= 1.455464
    PC61 > -0.5583106
    PC89 > -1.704174
    ->  class 0\|3  [0.946]

Rule 33/98: (277.2/16.1, lift 10.5)
    PC2 > 2.526915
    PC3 <= 1.640775
    PC4 > -8.287465
    PC14 > -0.1605631
    PC15 <= 0.8242552
    PC18 <= -2.283772
    PC26 <= 1.46661
    PC28 <= 2.985367
    PC33 <= 4.85177
    PC47 <= 0.6206993
    PC56 > -5.290535
    PC58 > -1.938102
    PC90 > -0.7324599
    PC97 > -0.6475182
    PC97 <= 0.5539216
    ->  class 0\|3  [0.939]

Rule 33/99: (143.8/10.1, lift 10.4)
    PC18 <= -0.8495221
    PC31 > -0.1872706
    PC58 <= -1.000462
    PC61 > -0.5583106
    PC64 > -0.4586444
    PC72 <= 0.5236768
    PC90 > -0.1752465
    PC93 > -3.462427
    ->  class 0\|3  [0.924]

Rule 33/100: (86.7/6.5, lift 10.3)
    PC15 <= 0.8242552
    PC18 <= -2.283772
    PC26 <= 1.46661
    PC28 <= 2.985367
    PC33 <= 4.85177
    PC56 > -5.290535
    PC80 <= 0.1064947
    PC83 > 0.2050333
    PC97 > -0.6475182
    ->  class 0\|3  [0.915]

Rule 33/101: (9.8, lift 10.2)
    PC2 > 2.526915
    PC14 > 1.2505
    PC18 <= -1.099312
    PC61 <= -0.5583106
    ->  class 0\|3  [0.911]

Rule 33/102: (7, lift 10.0)
    PC15 > 0.8242552
    PC18 <= -0.8495221
    PC58 <= -2.998471
    ->  class 0\|3  [0.889]

Rule 33/103: (44.5/5.1, lift 9.7)
    PC2 > 2.526915
    PC18 > -0.8495221
    PC83 <= -4.557264
    ->  class 0\|3  [0.868]

Rule 33/104: (54.7/7.6, lift 9.5)
    PC2 > 2.526915
    PC3 <= 1.640775
    PC15 <= -0.7715343
    PC18 > -1.099312
    PC18 <= -0.8495221
    PC93 > -3.462427
    ->  class 0\|3  [0.848]

Rule 33/105: (14.8/2.5, lift 8.9)
    PC4 <= -5.538404
    PC18 > -2.283772
    PC18 <= -0.8495221
    PC93 <= -1.162333
    ->  class 0\|3  [0.794]

Rule 33/106: (15.1/3.6, lift 8.2)
    PC13 > 7.236558
    PC18 > 1.44517
    PC18 <= 4.696475
    PC100 <= -0.8226014
    ->  class 0\|3  [0.731]

Rule 33/107: (11.8/4.7, lift 6.5)
    PC2 > 1.619613
    PC2 <= 2.526915
    PC10 <= -0.7280131
    ->  class 0\|3  [0.583]

Rule 33/108: (158.1, lift 20.5)
    PC2 <= 2.526915
    PC4 > 0.2703157
    PC6 <= -3.213379
    PC11 <= -0.8052899
    PC68 <= 1.082112
    ->  class 1\|0  [0.994]

Rule 33/109: (126.2, lift 20.5)
    PC1 > -0.430681
    PC14 <= -1.848327
    PC94 <= -0.114962
    ->  class 1\|0  [0.992]

Rule 33/110: (101, lift 20.5)
    PC10 <= 0.9532421
    PC16 <= -2.299228
    PC32 <= -1.777146
    PC59 <= 0.2874227
    PC91 > -0.5109994
    ->  class 1\|0  [0.990]

Rule 33/111: (181.9/1.4, lift 20.4)
    PC2 > 2.526915
    PC3 > 1.640775
    PC8 > -3.622398
    PC12 <= -0.05653552
    PC22 > 0.1221173
    PC30 <= 0.2443703
    PC33 > -0.545204
    PC47 > -0.295758
    PC65 > -0.1389549
    PC71 <= 2.168019
    PC77 <= 0.7041603
    PC94 <= 0.03857326
    ->  class 1\|0  [0.987]

Rule 33/112: (51.8, lift 20.3)
    PC1 > -0.430681
    PC2 <= 2.526915
    PC10 > -0.7280131
    PC10 <= 0.9532421
    PC16 <= -2.299228
    PC38 <= -0.2998597
    PC59 <= 0.2874227
    ->  class 1\|0  [0.981]

Rule 33/113: (59.4/0.1, lift 20.3)
    PC1 > -0.430681
    PC6 > -3.213379
    PC10 > -0.7280131
    PC48 > 0.639049
    PC55 > 0.00226857
    PC61 > -0.6122087
    PC85 <= -0.5865818
    ->  class 1\|0  [0.981]

Rule 33/114: (46.3, lift 20.2)
    PC2 <= 2.526915
    PC7 > -6.094074
    PC10 <= 0.9532421
    PC16 <= -2.299228
    PC59 <= 0.2874227
    PC67 <= -0.08205013
    PC98 > -0.0219018
    ->  class 1\|0  [0.979]

Rule 33/115: (45.5, lift 20.2)
    PC1 > -0.430681
    PC2 <= 2.526915
    PC3 <= 0.8448048
    PC6 > -3.213379
    PC9 > -0.1466041
    PC10 > -0.7280131
    PC10 <= -0.3536676
    PC90 > -0.3054193
    ->  class 1\|0  [0.979]

Rule 33/116: (295.4/6.6, lift 20.1)
    PC1 > -0.430681
    PC3 <= 6.79025
    PC7 > -6.094074
    PC10 <= 0.9532421
    PC16 <= -2.299228
    PC59 <= 0.2874227
    PC91 > -0.5109994
    PC98 <= -0.0219018
    ->  class 1\|0  [0.974]

Rule 33/117: (28.3, lift 20.0)
    PC1 > -0.430681
    PC2 <= 2.526915
    PC3 <= 0.8448048
    PC6 > -3.213379
    PC9 > -0.1466041
    PC14 > -1.848327
    PC80 <= -0.6475458
    PC90 > -0.3054193
    ->  class 1\|0  [0.967]

Rule 33/118: (10.7/0.7, lift 17.8)
    PC1 > -0.430681
    PC12 > 4.086701
    PC59 > 0.2874227
    ->  class 1\|0  [0.863]

Rule 33/119: (5.1, lift 17.8)
    PC2 <= 2.526915
    PC3 > 0.8448048
    PC16 > -2.299228
    PC16 <= -2.221471
    PC65 <= -0.04690123
    ->  class 1\|0  [0.859]

Rule 33/120: (77/10.9, lift 17.6)
    PC3 > 1.640775
    PC8 > -3.622398
    PC22 > 0.1221173
    PC36 > 0.3643291
    PC54 <= 0.04245615
    PC71 <= 2.168019
    PC74 <= -1.278046
    PC77 <= 0.7041603
    PC97 <= -0.7073586
    ->  class 1\|0  [0.849]

Rule 33/121: (671.6/391.1, lift 8.6)
    PC2 > 2.526915
    PC3 > 1.640775
    PC51 > -0.3034294
    ->  class 1\|0  [0.418]

Rule 33/122: (67.2, lift 18.7)
    PC1 > -0.430681
    PC2 <= 2.526915
    PC6 <= -3.213379
    PC10 > -0.7280131
    PC11 > -0.8052899
    PC12 <= 1.035265
    PC16 > -2.299228
    PC71 > -0.4344061
    ->  class 1\|1  [0.986]

Rule 33/123: (124.9/0.8, lift 18.7)
    PC2 > 2.526915
    PC3 > 1.640775
    PC31 > -0.9369787
    PC36 > -1.118384
    PC51 > -0.2528453
    PC65 <= -0.1389549
    PC92 > -0.417605
    ->  class 1\|1  [0.986]

Rule 33/124: (95.4/0.4, lift 18.7)
    PC2 > 2.526915
    PC3 > 1.640775
    PC30 > 0.2443703
    PC31 > -0.9369787
    PC36 <= 0.3643291
    PC51 > -0.3034294
    ->  class 1\|1  [0.985]

Rule 33/125: (133.7/1.2, lift 18.7)
    PC2 <= 2.526915
    PC10 > -0.7280131
    PC12 <= 4.086701
    PC16 <= -2.299228
    PC35 > -0.6341802
    PC45 <= 0.2074099
    PC59 > 0.2874227
    ->  class 1\|1  [0.984]

Rule 33/126: (87.4/0.4, lift 18.7)
    PC2 > 2.526915
    PC3 > 1.640775
    PC30 > 0.2443703
    PC51 > -0.3034294
    PC97 > -0.7073586
    ->  class 1\|1  [0.984]

Rule 33/127: (57.9/0.2, lift 18.6)
    PC2 > 2.526915
    PC3 > 1.640775
    PC30 > 0.2443703
    PC51 > -0.3034294
    PC54 > 0.04245615
    ->  class 1\|1  [0.980]

Rule 33/128: (45.1, lift 18.6)
    PC3 > 0.8448048
    PC14 > -1.848327
    PC16 > -2.299228
    PC48 > 0.639049
    PC55 > 0.00226857
    PC61 > -0.6122087
    PC85 > -0.5865818
    ->  class 1\|1  [0.979]

Rule 33/129: (45.1, lift 18.6)
    PC2 > 2.526915
    PC3 > 1.640775
    PC47 <= -0.295758
    PC51 > -0.3034294
    PC65 > -0.1389549
    ->  class 1\|1  [0.979]

Rule 33/130: (52.3/0.2, lift 18.5)
    PC2 > 2.526915
    PC3 > 1.640775
    PC22 > 0.1221173
    PC30 > 0.2443703
    PC31 > -0.9369787
    PC54 <= 0.04245615
    PC64 > 0.02948394
    PC74 > -1.278046
    ->  class 1\|1  [0.978]

Rule 33/131: (95.3/1.3, lift 18.5)
    PC2 <= 2.526915
    PC16 <= -2.299228
    PC32 > -1.777146
    PC38 > -0.2998597
    PC67 > -0.08205013
    PC98 > -0.0219018
    ->  class 1\|1  [0.977]

Rule 33/132: (40.9, lift 18.5)
    PC2 > 2.526915
    PC8 <= -3.622398
    PC51 > -0.3034294
    ->  class 1\|1  [0.977]

Rule 33/133: (66.7/0.8, lift 18.5)
    PC2 > 2.526915
    PC3 > 1.640775
    PC12 <= -0.05653552
    PC22 <= 0.1221173
    PC31 > -0.9369787
    PC51 > -0.3034294
    PC92 > -0.417605
    ->  class 1\|1  [0.974]

Rule 33/134: (36.3/0.2, lift 18.4)
    PC1 > -0.430681
    PC16 <= -2.299228
    PC47 <= 2.656391
    PC91 <= -0.5109994
    ->  class 1\|1  [0.970]

Rule 33/135: (30, lift 18.4)
    PC2 > 2.526915
    PC3 > 1.640775
    PC12 <= -0.05653552
    PC51 > -0.3034294
    PC64 > 0.02948394
    PC94 > 0.03857326
    ->  class 1\|1  [0.969]

Rule 33/136: (29.5, lift 18.4)
    PC1 > -0.430681
    PC2 <= 2.526915
    PC6 <= -3.213379
    PC68 > 1.082112
    PC71 > -0.4344061
    ->  class 1\|1  [0.968]

Rule 33/137: (48.2/0.9, lift 18.2)
    PC1 > -0.430681
    PC2 <= 2.526915
    PC4 <= 0.2703157
    PC6 <= -3.213379
    PC71 > -0.4344061
    ->  class 1\|1  [0.962]

Rule 33/138: (24.4, lift 18.2)
    PC1 > -0.430681
    PC6 > -3.213379
    PC6 <= -1.250467
    PC10 > -0.7280131
    PC19 <= -1.233321
    PC20 > -0.1739503
    ->  class 1\|1  [0.962]

Rule 33/139: (144.8/5.3, lift 18.2)
    PC1 > -0.430681
    PC2 <= 2.526915
    PC3 <= 0.8448048
    PC6 > -3.213379
    PC8 <= 1.883082
    PC9 > -0.1466041
    PC10 > -0.3536676
    PC14 > -1.848327
    PC16 > -2.299228
    PC19 > -1.233321
    PC80 > -0.6475458
    ->  class 1\|1  [0.957]

Rule 33/140: (20.9, lift 18.1)
    PC2 > 2.526915
    PC3 > 1.640775
    PC31 > -0.9369787
    PC51 > -0.3034294
    PC77 > 0.7041603
    ->  class 1\|1  [0.956]

Rule 33/141: (17.4, lift 18.0)
    PC2 <= 2.526915
    PC3 > 6.79025
    PC7 > -6.094074
    PC16 <= -2.299228
    ->  class 1\|1  [0.948]

Rule 33/142: (15.5, lift 17.9)
    PC3 > 1.640775
    PC6 <= -1.736889
    PC15 > 0.4240936
    PC50 <= -0.2541835
    ->  class 1\|1  [0.943]

Rule 33/143: (52.2/2.5, lift 17.7)
    PC1 > -0.430681
    PC6 > -3.213379
    PC14 <= -1.848327
    PC16 > -2.299228
    PC94 > -0.114962
    ->  class 1\|1  [0.935]

Rule 33/144: (12.6, lift 17.7)
    PC2 > 2.526915
    PC3 > 1.640775
    PC33 <= -0.545204
    PC51 > -0.3034294
    PC65 > -0.1389549
    ->  class 1\|1  [0.931]

Rule 33/145: (89.7/8.1, lift 17.1)
    PC1 > -0.430681
    PC2 <= 2.526915
    PC10 > 0.9532421
    PC16 <= -2.299228
    PC47 <= 2.656391
    ->  class 1\|1  [0.901]

Rule 33/146: (17.5/1.6, lift 16.5)
    PC3 > 1.640775
    PC31 > -0.9369787
    PC51 > -0.3034294
    PC71 > 2.168019
    ->  class 1\|1  [0.869]

Rule 33/147: (5.5, lift 16.4)
    PC1 <= -0.430681
    PC2 > -1.074925
    PC2 <= 2.526915
    PC8 > -0.2273773
    PC82 > 0.4797282
    ->  class 1\|1  [0.867]

Rule 33/148: (4.9, lift 16.2)
    PC1 > -0.430681
    PC2 <= 2.526915
    PC10 > -0.7280131
    PC15 <= 3.872291
    PC62 > 1.960348
    ->  class 1\|1  [0.855]

Rule 33/149: (45.3/11.4, lift 14.0)
    PC2 <= 2.526915
    PC3 > 0.8448048
    PC15 <= 3.872291
    PC16 > -2.221471
    PC43 > -17.98464
    PC44 > 0.255484
    PC65 <= -0.04690123
    PC93 <= 0.02735028
    ->  class 1\|1  [0.738]

Rule 33/150: (99, lift 11.9)
    PC10 <= -0.7280131
    PC14 > 2.040389
    PC18 <= 0.1749518
    PC19 <= -1.342918
    PC50 <= -0.2956394
    ->  class 1\|2  [0.990]

Rule 33/151: (252/9, lift 11.6)
    PC3 > 1.640775
    PC6 <= -1.736889
    PC15 > -1.472295
    PC15 <= 0.4240936
    PC51 <= -0.3034294
    ->  class 1\|2  [0.961]

Rule 33/152: (58.6/1.8, lift 11.5)
    PC2 > 2.526915
    PC3 > 1.640775
    PC51 <= -0.2528453
    PC65 <= -0.1389549
    PC92 > -0.417605
    ->  class 1\|2  [0.954]

Rule 33/153: (3537.2/2023.7, lift 5.2)
    PC1 > -0.430681
    PC10 > -0.7280131
    PC16 > -2.299228
    ->  class 1\|2  [0.428]

Rule 33/154: (5155.7/3848.4, lift 3.1)
    PC1 > -0.430681
    PC2 <= 2.526915
    ->  class 1\|2  [0.254]

Rule 33/155: (132.6/4.4, lift 13.6)
    PC1 <= 1.128336
    PC2 > 2.526915
    PC3 > 1.640775
    PC15 <= -1.472295
    PC93 <= 0.7071595
    ->  class 1\|3  [0.960]

Rule 33/156: (428.2/17.5, lift 13.6)
    PC2 <= 2.526915
    PC3 > 0.8448048
    PC4 > -1.636041
    PC4 <= 0.8657938
    PC9 <= 2.088192
    PC10 > -0.7280131
    PC13 > -0.2615881
    PC16 > -2.299228
    PC37 > -1.357719
    PC39 <= 0.3692276
    PC47 <= 0.714998
    PC55 <= 0.3379085
    PC65 > -0.04690123
    PC90 <= 0.354212
    ->  class 1\|3  [0.957]

Rule 33/157: (22, lift 13.5)
    PC1 > -0.430681
    PC3 <= 0.8448048
    PC6 > -1.250467
    PC10 > -0.7280131
    PC19 <= -1.233321
    PC20 > -0.1739503
    PC21 > -1.076034
    PC29 <= -0.01767626
    ->  class 1\|3  [0.955]

Rule 33/158: (47.3/1.7, lift 13.4)
    PC2 <= 2.526915
    PC3 > 0.8448048
    PC4 > -1.636041
    PC16 > -2.299228
    PC36 <= -0.03428107
    PC46 <= 0.7284283
    PC48 <= 0.639049
    PC55 > 0.3379085
    PC59 > -0.9783286
    PC65 > -0.04690123
    PC83 <= -0.0729147
    ->  class 1\|3  [0.946]

Rule 33/159: (102.2/9.2, lift 12.8)
    PC1 > -0.430681
    PC6 > -3.213379
    PC10 > -0.7280131
    PC14 > -1.848327
    PC20 <= -1.019432
    PC37 > -1.357719
    PC37 <= 0.455744
    PC55 <= 0.3379085
    PC90 <= 0.354212
    ->  class 1\|3  [0.902]

Rule 33/160: (6.1, lift 12.4)
    PC2 <= 2.526915
    PC43 <= -17.98464
    ->  class 1\|3  [0.876]

Rule 33/161: (24.5/2.3, lift 12.4)
    PC2 > 2.526915
    PC3 > 1.640775
    PC6 > -1.736889
    PC15 > -1.472295
    PC51 <= -0.3034294
    ->  class 1\|3  [0.876]

Rule 33/162: (51.5/12.7, lift 10.5)
    PC3 > 0.8448048
    PC15 > 3.872291
    PC16 > -2.299228
    PC65 <= -0.04690123
    ->  class 1\|3  [0.744]

Rule 33/163: (1688.8/1069.2, lift 5.2)
    PC1 > -0.430681
    PC2 <= 2.526915
    PC10 <= -0.7280131
    ->  class 1\|3  [0.367]

Rule 33/164: (71.2/0.3, lift 14.5)
    PC1 <= -0.430681
    PC2 > -1.074925
    PC2 <= 2.526915
    PC8 > -0.2273773
    PC19 <= -0.4013062
    ->  class 2\|0  [0.982]

Rule 33/165: (65.2/0.9, lift 14.4)
    PC1 <= -0.430681
    PC2 <= 2.526915
    PC8 > -0.2273773
    PC9 <= 0.3076294
    PC41 <= -0.9335573
    PC45 <= 0.4583037
    PC61 <= 1.934528
    PC63 <= -0.05903246
    ->  class 2\|0  [0.971]

Rule 33/166: (237.2/7.5, lift 14.3)
    PC8 > 2.291764
    PC11 > -0.383099
    PC20 <= -0.0410374
    PC21 > 0.143887
    PC37 > -0.5945614
    PC46 <= 1.245936
    PC54 > -2.008829
    PC71 <= 0.9115143
    PC77 <= -0.2324146
    PC84 > -0.6400416
    ->  class 2\|0  [0.964]

Rule 33/167: (24.8, lift 14.3)
    PC8 > 2.291764
    PC20 <= -0.0410374
    PC21 > 0.143887
    PC21 <= 0.9632134
    PC37 > -0.5945614
    PC77 > -0.2324146
    PC84 <= -0.290315
    PC94 <= 0.5254299
    ->  class 2\|0  [0.963]

Rule 33/168: (450.3/16.4, lift 14.2)
    PC8 > 2.291764
    PC11 > -0.9337804
    PC19 <= 0.7270498
    PC20 <= -0.0410374
    PC21 > 0.9632134
    PC54 > -2.008829
    PC71 <= 0.9115143
    PC88 <= 0.5445536
    PC94 <= 0.5254299
    ->  class 2\|0  [0.961]

Rule 33/169: (345.3/12.8, lift 14.2)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC19 <= 0.7270498
    PC20 <= -0.0410374
    PC28 <= 0.1452777
    PC54 > -2.008829
    PC70 <= -0.03703916
    PC71 <= 0.9115143
    PC88 <= 0.5445536
    PC94 <= 0.5254299
    ->  class 2\|0  [0.960]

Rule 33/170: (21.6, lift 14.1)
    PC1 <= -0.430681
    PC2 <= 2.526915
    PC8 > -0.2273773
    PC8 <= 2.291764
    PC9 <= 0.3076294
    PC45 > 0.4583037
    PC63 <= -0.05903246
    ->  class 2\|0  [0.956]

Rule 33/171: (19.4, lift 14.1)
    PC1 > -0.430681
    PC2 <= 2.526915
    PC6 <= -3.213379
    PC44 > 0.6627127
    PC63 <= 0.01857104
    PC71 <= -0.4344061
    ->  class 2\|0  [0.953]

Rule 33/172: (34.7/1.3, lift 13.9)
    PC2 <= 2.526915
    PC8 > -0.2273773
    PC8 <= 2.291764
    PC9 <= 0.3076294
    PC23 > 1.096889
    PC24 <= 1.571487
    PC63 <= -0.05903246
    ->  class 2\|0  [0.938]

Rule 33/173: (13, lift 13.8)
    PC1 > -0.430681
    PC3 <= 0.8448048
    PC6 > -3.213379
    PC10 > -0.7280131
    PC19 <= -1.233321
    PC20 <= -0.1739503
    ->  class 2\|0  [0.933]

Rule 33/174: (9.4, lift 13.5)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC12 > 1.631605
    PC20 > -0.0410374
    ->  class 2\|0  [0.910]

Rule 33/175: (8.4, lift 13.4)
    PC1 <= -0.430681
    PC2 <= 2.526915
    PC8 > -0.2273773
    PC19 <= 0.7270498
    PC20 <= -0.0410374
    PC21 > 0.143887
    PC70 > -0.03703916
    PC84 > -0.290315
    PC92 > 0.1905724
    ->  class 2\|0  [0.904]

Rule 33/176: (216.9/23.6, lift 13.1)
    PC1 <= -0.430681
    PC8 > -0.2273773
    PC19 <= -1.918828
    PC23 <= 1.096889
    PC45 <= 0.4583037
    PC63 <= -0.05903246
    ->  class 2\|0  [0.888]

Rule 33/177: (97.7/10.6, lift 13.1)
    PC8 > 2.291764
    PC19 <= 0.7270498
    PC20 <= -0.0410374
    PC37 > -0.5945614
    PC44 > 1.027905
    PC54 > -2.008829
    PC94 <= 0.5254299
    ->  class 2\|0  [0.884]

Rule 33/178: (23/1.9, lift 13.1)
    PC1 <= -0.430681
    PC2 > -1.074925
    PC2 <= 2.526915
    PC8 > 0.2954154
    PC8 <= 2.291764
    PC68 > -0.3155394
    ->  class 2\|0  [0.882]

Rule 33/179: (7.3/0.3, lift 12.7)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC20 > -0.0410374
    PC86 > 0.9714127
    ->  class 2\|0  [0.857]

Rule 33/180: (82.9, lift 10.4)
    PC2 <= -1.074925
    PC7 <= 0.953977
    PC8 > 0.2503324
    PC8 <= 1.515445
    PC12 > -2.158166
    PC20 <= 0.1840227
    PC29 <= 0.156454
    PC63 > -0.05903246
    PC71 > -0.05458447
    PC85 > -1.504104
    ->  class 2\|1  [0.987]

Rule 33/181: (77.2, lift 10.4)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC11 <= -0.383099
    PC21 <= 0.9632134
    ->  class 2\|1  [0.987]

Rule 33/182: (167.5/1.6, lift 10.4)
    PC1 <= -0.430681
    PC2 <= -1.074925
    PC8 > 1.515445
    PC8 <= 2.291764
    PC20 <= 0.1840227
    PC40 > -1.494652
    PC58 > -0.8407822
    PC61 <= 1.489513
    PC63 > -0.05903246
    ->  class 2\|1  [0.985]

Rule 33/183: (62.6, lift 10.4)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC11 <= -0.9337804
    ->  class 2\|1  [0.985]

Rule 33/184: (60.8, lift 10.4)
    PC1 <= -0.430681
    PC2 <= 2.526915
    PC5 > 1.758969
    PC8 > -0.2273773
    PC63 > -0.05903246
    ->  class 2\|1  [0.984]

Rule 33/185: (106/1, lift 10.4)
    PC1 <= -0.430681
    PC2 <= 2.526915
    PC8 > -0.2273773
    PC8 <= 2.291764
    PC34 > 0.7806028
    PC63 > -0.05903246
    ->  class 2\|1  [0.982]

Rule 33/186: (54, lift 10.4)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC21 <= 0.9632134
    PC46 > 1.245936
    PC70 > -0.03703916
    ->  class 2\|1  [0.982]

Rule 33/187: (109.5/1.3, lift 10.4)
    PC1 <= -0.430681
    PC2 <= -1.074925
    PC8 > -0.2273773
    PC8 <= 2.291764
    PC9 > 0.3076294
    PC22 > -0.7810076
    PC26 > -2.254019
    PC38 <= 0.7945026
    PC63 <= -0.05903246
    PC79 <= 0.2377396
    PC85 > -1.366047
    ->  class 2\|1  [0.979]

Rule 33/188: (44.5, lift 10.3)
    PC1 <= -0.430681
    PC2 > -1.074925
    PC2 <= 2.526915
    PC8 > 0.2954154
    PC8 <= 2.291764
    PC19 > -0.4013062
    PC68 <= -0.3155394
    ->  class 2\|1  [0.978]

Rule 33/189: (35.7, lift 10.3)
    PC1 <= -0.430681
    PC2 <= 2.526915
    PC8 > -0.2273773
    PC20 <= -0.0410374
    PC21 > 0.143887
    PC21 <= 0.9632134
    PC37 <= -0.5945614
    PC70 > -0.03703916
    ->  class 2\|1  [0.973]

Rule 33/190: (212.6/5.3, lift 10.3)
    PC2 <= -1.074925
    PC7 <= 0.953977
    PC8 > 0.2503324
    PC8 <= 2.291764
    PC12 > -2.158166
    PC20 <= 0.1840227
    PC29 <= 0.156454
    PC41 <= 1.05804
    PC56 <= 0.6932412
    PC58 > -0.8407822
    PC63 > -0.05903246
    PC66 <= 0.5910538
    PC93 > -0.312367
    ->  class 2\|1  [0.971]

Rule 33/191: (72.3/1.3, lift 10.2)
    PC2 <= 2.526915
    PC6 <= -3.213379
    PC10 > -0.7280131
    PC44 > 0.6627127
    PC63 > 0.01857104
    ->  class 2\|1  [0.969]

Rule 33/192: (33.2/0.2, lift 10.2)
    PC1 <= -0.430681
    PC2 <= -1.074925
    PC8 > -0.2273773
    PC8 <= 2.291764
    PC15 <= -1.875555
    ->  class 2\|1  [0.967]

Rule 33/193: (26.8, lift 10.2)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC21 <= 0.9632134
    PC28 > 0.1452777
    ->  class 2\|1  [0.965]

Rule 33/194: (26.3, lift 10.2)
    PC1 <= -0.430681
    PC2 <= 2.526915
    PC8 > -0.2273773
    PC19 <= 0.7270498
    PC20 <= -0.0410374
    PC71 > 0.9115143
    PC94 <= 0.5254299
    ->  class 2\|1  [0.965]

Rule 33/195: (193.7/6.4, lift 10.2)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC19 > 0.7270498
    ->  class 2\|1  [0.962]

Rule 33/196: (60.4/1.5, lift 10.2)
    PC1 <= -0.430681
    PC2 <= -1.074925
    PC8 > -0.2273773
    PC8 <= 2.291764
    PC58 <= -0.8407822
    PC63 > -0.05903246
    ->  class 2\|1  [0.961]

Rule 33/197: (21.7, lift 10.1)
    PC1 <= -0.430681
    PC2 <= 2.526915
    PC9 <= 6.396509
    PC43 > -1.062606
    PC47 <= -1.275844
    PC63 <= 0.06488332
    PC100 <= 3.830744
    ->  class 2\|1  [0.958]

Rule 33/198: (20.4, lift 10.1)
    PC1 <= -0.430681
    PC2 <= 2.526915
    PC7 > 0.4729115
    PC8 <= 2.291764
    PC11 > 0.04767191
    PC20 > 0.1840227
    ->  class 2\|1  [0.955]

Rule 33/199: (90.9/3.4, lift 10.1)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC94 > 0.5254299
    ->  class 2\|1  [0.952]

Rule 33/200: (34.5/1, lift 10.0)
    PC2 <= 2.526915
    PC8 > 2.291764
    PC88 > 0.5445536
    ->  class 2\|1  [0.945]

Rule 33/201: (46.4/1.9, lift 9.9)
    PC1 <= -0.430681
    PC2 <= 2.526915
    PC8 > -0.2273773
    PC19 <= 0.7270498
    PC54 <= -2.008829
    ->  class 2\|1  [0.940]

Rule 33/202: (40.3/1.9, lift 9.8)
    PC1 <= -0.430681
    PC2 <= 2.526915
    PC8 > -0.2273773
    PC8 <= 2.291764
    PC63 > -0.05903246
    PC95 <= -0.643312
    ->  class 2\|1  [0.931]

Rule 33/203: (50.7/2.7, lift 9.8)
    PC1 <= -0.430681
    PC2 <= 2.526915
    PC8 > -0.2273773
    PC20 > 0.1840227
    PC63 > -0.05903246
    PC78 <= -0.1462352
    ->  class 2\|1  [0.930]

Rule 33/204: (360.9/29, lift 9.7)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC12 <= 1.631605
    PC20 > -0.0410374
    PC86 <= 0.9714127
    ->  class 2\|1  [0.917]

Rule 33/205: (109.1/9.8, lift 9.5)
    PC2 <= -9.120993
    ->  class 2\|1  [0.903]

Rule 33/206: (115.1/12.5, lift 9.4)
    PC1 <= -0.430681
    PC2 <= -1.074925
    PC8 > -0.2273773
    PC8 <= 2.291764
    PC9 > -3.592107
    PC9 <= 0.3076294
    PC19 > -1.918828
    PC23 <= 1.096889
    PC41 > -0.9335573
    PC45 <= 0.4583037
    PC55 <= 0.167618
    PC63 > -0.2973536
    PC63 <= -0.05903246
    PC77 > -0.5719671
    ->  class 2\|1  [0.885]

Rule 33/207: (208.2/24.8, lift 9.3)
    PC1 <= -0.430681
    PC2 <= -1.074925
    PC8 > -0.2273773
    PC8 <= 2.291764
    PC13 <= 0.4897727
    PC20 <= 0.1840227
    PC24 <= 1.571487
    PC63 > -0.05903246
    PC97 > 0.09077419
    ->  class 2\|1  [0.877]

Rule 33/208: (72.3/14, lift 8.4)
    PC1 > -0.430681
    PC3 <= 0.8448048
    PC8 > 0.08481005
    PC9 <= -0.1466041
    PC10 > -0.7280131
    PC19 > -1.233321
    ->  class 2\|1  [0.799]

Rule 33/209: (40.7/11.4, lift 7.5)
    PC2 <= 2.526915
    PC8 > -3.21639
    PC13 <= -1.145885
    ->  class 2\|1  [0.710]

Rule 33/210: (503.6/148, lift 7.5)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC21 <= 0.9632134
    PC70 > -0.03703916
    ->  class 2\|1  [0.705]

Rule 33/211: (84.9/29.9, lift 6.8)
    PC1 <= -0.430681
    PC2 <= 2.526915
    PC9 <= 6.396509
    PC43 > -1.062606
    PC45 > 0.2982394
    PC63 > 0.06488332
    ->  class 2\|1  [0.644]

Rule 33/212: (29.3/11, lift 6.5)
    PC1 <= -0.430681
    PC2 <= 2.526915
    PC8 > -3.21639
    PC13 > -1.145885
    PC100 > 3.830744
    ->  class 2\|1  [0.616]

Rule 33/213: (48.7/20.4, lift 6.1)
    PC1 <= -0.430681
    PC2 <= 2.526915
    PC8 > -3.21639
    PC8 <= -0.2273773
    PC32 > 1.416191
    PC63 > -0.0285083
    ->  class 2\|1  [0.579]

Rule 33/214: (59.7, lift 11.2)
    PC1 > -0.430681
    PC2 <= 2.526915
    PC3 <= 0.8448048
    PC8 <= 0.08481005
    PC9 <= -0.1466041
    PC10 > -0.7280131
    PC12 > -0.1754197
    PC19 > -1.233321
    PC23 <= 1.08382
    PC77 > -0.6802832
    ->  class 2\|2  [0.984]

Rule 33/215: (59.2, lift 11.2)
    PC1 <= -0.430681
    PC2 <= 2.526915
    PC8 > -1.275824
    PC8 <= -0.2273773
    PC9 <= 6.396509
    PC13 > -1.145885
    PC67 > 0.6364434
    ->  class 2\|2  [0.984]

Rule 33/216: (45.5, lift 11.2)
    PC1 <= -0.430681
    PC2 <= 2.526915
    PC8 > -3.21639
    PC8 <= -0.2273773
    PC13 > -1.145885
    PC36 <= -0.7833967
    ->  class 2\|2  [0.979]

Rule 33/217: (42.3, lift 11.2)
    PC1 <= -0.430681
    PC2 > -9.120993
    PC2 <= 2.526915
    PC8 > -1.275824
    PC8 <= -0.2273773
    PC44 <= 0.4365815
    PC60 <= -0.5256118
    PC63 <= 0.06488332
    ->  class 2\|2  [0.977]

Rule 33/218: (38.5, lift 11.1)
    PC2 <= -1.074925
    PC5 <= 1.758969
    PC7 <= 0.953977
    PC8 > -0.2273773
    PC8 <= 2.291764
    PC29 <= 0.156454
    PC34 <= 0.7806028
    PC63 > -0.05903246
    PC71 <= -0.05458447
    PC93 <= -0.312367
    ->  class 2\|2  [0.975]

Rule 33/219: (30.8, lift 11.1)
    PC1 <= -0.430681
    PC2 > -9.120993
    PC2 <= 2.526915
    PC8 > -1.275824
    PC8 <= -0.2273773
    PC32 <= 1.416191
    PC43 > -1.062606
    PC44 <= 0.4365815
    PC79 <= -0.1781073
    ->  class 2\|2  [0.969]

Rule 33/220: (29.6, lift 11.1)
    PC1 <= -0.430681
    PC2 <= 2.526915
    PC8 > -1.275824
    PC8 <= -0.2273773
    PC15 > -1.66505
    PC43 > -1.062606
    PC43 <= -0.9086664
    PC66 <= 0.6952294
    ->  class 2\|2  [0.968]

Rule 33/221: (67.4/1.3, lift 11.0)
    PC1 <= -0.430681
    PC2 <= 2.526915
    PC8 > -0.2273773
    PC8 <= 0.2503324
    PC20 <= 0.1840227
    PC34 <= 0.7806028
    PC58 > -0.8407822
    PC63 > -0.05903246
    PC97 <= 0.09077419
    ->  class 2\|2  [0.967]

Rule 33/222: (67/1.7, lift 11.0)
    PC1 <= -0.430681
    PC2 <= 2.526915
    PC5 <= 1.758969
    PC8 > -0.2273773
    PC8 <= 1.515445
    PC29 > 0.156454
    PC34 <= 0.7806028
    PC40 > -1.494652
    PC63 > -0.05903246
    ->  class 2\|2  [0.961]

Rule 33/223: (35.7/0.7, lift 10.9)
    PC1 <= -0.430681
    PC8 > -0.2273773
    PC8 <= 1.515445
    PC12 > -2.158166
    PC40 > -1.494652
    PC41 > 1.05804
    PC58 > -0.8407822
    PC63 > -0.05903246
    PC71 <= -0.05458447
    ->  class 2\|2  [0.954]

Rule 33/224: (30.5/0.5, lift 10.9)
    PC1 <= -0.430681
    PC2 <= -1.074925
    PC7 > 0.953977
    PC8 <= 1.515445
    PC12 > -2.158166
    PC63 > -0.05903246
    ->  class 2\|2  [0.954]

Rule 33/225: (20.3/0.1, lift 10.9)
    PC2 <= -1.074925
    PC8 > -0.2273773
    PC8 <= 1.515445
    PC24 <= 1.571487
    PC58 > -0.8407822
    PC63 > -0.05903246
    PC66 > 0.5910538
    PC71 <= -0.05458447
    ->  class 2\|2  [0.950]

Rule 33/226: (285.2/14.6, lift 10.8)
    PC1 <= -0.430681
    PC2 > -9.120993
    PC5 > -1.0516
    PC8 > -3.21639
    PC8 <= -0.2273773
    PC13 > -1.145885
    PC29 > -0.2591521
    PC32 <= 1.416191
    PC34 > -0.454706
    PC43 <= -1.062606
    PC44 <= -0.2659857
    PC76 <= 0.6056434
    PC80 <= 3.212575
    ->  class 2\|2  [0.946]

Rule 33/227: (24.6/0.5, lift 10.8)
    PC1 <= -0.430681
    PC2 <= 2.526915
    PC8 > -0.2273773
    PC8 <= 1.515445
    PC12 > -2.158166
    PC24 <= 1.571487
    PC40 > -1.494652
    PC41 <= 1.05804
    PC56 > 0.6932412
    PC71 <= -0.05458447
    ->  class 2\|2  [0.944]

Rule 33/228: (25.9/0.6, lift 10.8)
    PC1 <= -0.430681
    PC8 > -3.21639
    PC8 <= -1.275824
    PC28 > -0.1434188
    PC32 <= 1.416191
    PC44 <= 0.4365815
    PC47 > -1.275844
    PC79 > 0.5394546
    ->  class 2\|2  [0.944]

Rule 33/229: (155.2/7.9, lift 10.8)
    PC8 > -3.21639
    PC8 <= -0.2273773
    PC9 > 6.396509
    PC13 > -1.145885
    PC28 <= 0.1562501
    PC32 <= 1.131969
    PC75 <= 6.286578
    PC98 > -0.7850819
    PC100 <= 3.830744
    ->  class 2\|2  [0.944]

Rule 33/230: (50.1/2, lift 10.8)
    PC1 <= -0.430681
    PC2 > -9.120993
    PC2 <= 2.526915
    PC8 > -1.275824
    PC8 <= -0.2273773
    PC15 > -1.66505
    PC28 > 0.009135366
    PC43 > -1.062606
    PC44 <= 0.4365815
    PC63 <= 0.06488332
    PC66 <= 0.6952294
    ->  class 2\|2  [0.943]

Rule 33/231: (16.5/0.1, lift 10.7)
    PC1 <= -0.430681
    PC2 <= 2.526915
    PC8 > -3.21639
    PC9 <= 6.396509
    PC13 > -1.145885
    PC43 > -1.062606
    PC45 <= 0.2982394
    PC65 <= -1.51268
    PC100 <= 3.830744
    ->  class 2\|2  [0.939]

Rule 33/232: (334.9/19.4, lift 10.7)
    PC1 <= -0.430681
    PC2 > -9.120993
    PC2 <= 2.526915
    PC8 > -3.21639
    PC8 <= -0.2273773
    PC9 <= 6.396509
    PC10 > -0.0576562
    PC13 > -1.145885
    PC21 <= 1.412298
    PC26 <= 3.221847
    PC27 <= 0.4382323
    PC45 <= 0.2982394
    PC63 > 0.06488332
    PC64 > -0.3033387
    PC67 > -0.1899976
    ->  class 2\|2  [0.939]

Rule 33/233: (40.4/2.8, lift 10.4)
    PC1 <= -0.430681
    PC2 <= 2.526915
    PC5 <= 1.758969
    PC8 > -0.2273773
    PC8 <= 2.291764
    PC34 <= 0.7806028
    PC40 <= -1.494652
    PC63 > -0.05903246
    ->  class 2\|2  [0.912]

Rule 33/234: (8.4, lift 10.3)
    PC1 <= -0.430681
    PC2 <= 2.526915
    PC8 > -0.2273773
    PC8 <= 2.291764
    PC9 <= 0.3076294
    PC45 <= 0.4583037
    PC63 <= -0.05903246
    PC78 > 0.6344426
    ->  class 2\|2  [0.904]

Rule 33/235: (8.4, lift 10.3)
    PC1 <= -0.430681
    PC2 <= 2.526915
    PC8 > -0.2273773
    PC61 > 1.934528
    PC63 <= -0.05903246
    ->  class 2\|2  [0.904]

Rule 33/236: (97.3/8.5, lift 10.3)
    PC1 <= -0.430681
    PC2 > -9.120993
    PC2 <= 2.526915
    PC8 > -3.21639
    PC8 <= -0.2273773
    PC27 <= -0.3857574
    PC32 <= 1.416191
    PC44 <= 0.4365815
    PC45 <= 0.1764497
    PC63 <= 0.06488332
    PC100 <= 3.830744
    ->  class 2\|2  [0.904]

Rule 33/237: (8.1, lift 10.3)
    PC1 <= -0.430681
    PC2 <= 2.526915
    PC8 > -0.2273773
    PC8 <= 2.291764
    PC34 <= 0.7806028
    PC58 > -0.8407822
    PC63 > -0.05903246
    PC85 <= -1.504104
    ->  class 2\|2  [0.901]

Rule 33/238: (7, lift 10.2)
    PC1 <= -0.430681
    PC2 <= 2.526915
    PC8 > -0.2273773
    PC8 <= 2.291764
    PC9 > 0.3076294
    PC63 <= -0.05903246
    PC79 > 0.2377396
    ->  class 2\|2  [0.889]

Rule 33/239: (327.5/37.6, lift 10.1)
    PC1 <= -0.430681
    PC2 <= -1.074925
    PC5 <= 1.758969
    PC8 > -0.2273773
    PC8 <= 2.291764
    PC15 > -1.875555
    PC20 > 0.1840227
    PC34 <= 0.7806028
    PC63 > -0.05903246
    PC78 > -0.1462352
    PC95 > -0.643312
    ->  class 2\|2  [0.883]

Rule 33/240: (25.1/2.2, lift 10.1)
    PC5 <= 1.758969
    PC8 > -0.2273773
    PC8 <= 2.291764
    PC24 <= 1.571487
    PC34 <= 0.7806028
    PC58 > -0.8407822
    PC61 > 1.489513
    PC63 > -0.05903246
    ->  class 2\|2  [0.883]

Rule 33/241: (68.6/7.7, lift 10.0)
    PC1 <= -0.430681
    PC2 > -9.120993
    PC2 <= 2.526915
    PC8 <= -0.2273773
    PC46 > 0.413817
    PC60 <= -0.7855141
    ->  class 2\|2  [0.877]

Rule 33/242: (166.3/20, lift 10.0)
    PC1 <= -0.430681
    PC2 <= -1.074925
    PC8 > -0.2273773
    PC8 <= 1.515445
    PC12 <= -2.158166
    PC13 <= 0.5280062
    PC34 <= 0.7806028
    PC63 > -0.05903246
    ->  class 2\|2  [0.875]

Rule 33/243: (8.7/0.7, lift 9.6)
    PC1 <= -0.430681
    PC8 > -3.21639
    PC8 <= -0.2273773
    PC32 > 1.416191
    PC45 > -0.1526516
    PC63 <= -0.0285083
    PC78 > -0.2490177
    PC95 > 0.4146902
    ->  class 2\|2  [0.838]

Rule 33/244: (27.2/4.9, lift 9.1)
    PC1 <= -0.430681
    PC2 <= -1.074925
    PC8 > -0.2273773
    PC8 <= 2.291764
    PC9 <= 0.3076294
    PC23 <= 1.096889
    PC41 > -0.9335573
    PC55 > 0.167618
    PC63 <= -0.05903246
    ->  class 2\|2  [0.798]

Rule 33/245: (30/6.1, lift 8.9)
    PC1 <= -0.430681
    PC2 <= 2.526915
    PC8 > -0.2273773
    PC9 > 0.3076294
    PC22 <= -0.7810076
    PC63 <= -0.05903246
    ->  class 2\|2  [0.777]

Rule 33/246: (283.6/220.1, lift 2.6)
    PC2 <= 2.526915
    PC38 > 0.7945026
    ->  class 2\|2  [0.226]

Rule 33/247: (78.9, lift 8.2)
    PC8 <= -3.21639
    PC14 <= -2.999866
    PC74 > -0.8009616
    ->  class 2\|3  [0.988]

Rule 33/248: (47.8, lift 8.1)
    PC1 > -0.430681
    PC2 <= -1.27676
    PC8 <= -2.987631
    PC19 > -1.342918
    PC43 <= -0.1728197
    ->  class 2\|3  [0.980]

Rule 33/249: (121.9/2.3, lift 8.0)
    PC1 <= -0.430681
    PC8 <= -3.21639
    PC74 <= -0.8009616
    ->  class 2\|3  [0.973]

Rule 33/250: (32.9, lift 8.0)
    PC8 <= -3.21639
    PC13 > -0.7984135
    PC13 <= 0.4601128
    PC37 > 1.777486
    ->  class 2\|3  [0.971]

Rule 33/251: (45.2/0.6, lift 8.0)
    PC1 > -0.430681
    PC3 <= 0.8448048
    PC6 > -3.213379
    PC8 <= 0.08481005
    PC9 <= -0.1466041
    PC10 > -0.7280131
    PC12 <= -0.1754197
    PC19 > -1.233321
    PC60 <= 0.5887817
    ->  class 2\|3  [0.967]

Rule 33/252: (21.5, lift 7.9)
    PC1 <= -0.430681
    PC2 <= 2.526915
    PC24 > 1.571487
    ->  class 2\|3  [0.958]

Rule 33/253: (18.1, lift 7.8)
    PC2 <= 2.526915
    PC8 <= -0.2273773
    PC32 <= 1.416191
    PC44 <= -0.2659857
    PC80 > 3.212575
    ->  class 2\|3  [0.949]

Rule 33/254: (52.1/1.8, lift 7.8)
    PC1 <= -0.430681
    PC8 > -3.21639
    PC8 <= -0.2273773
    PC32 > 1.416191
    PC63 <= -0.0285083
    PC78 > -0.2490177
    PC95 <= 0.4146902
    ->  class 2\|3  [0.948]

Rule 33/255: (51.1/3.6, lift 7.5)
    PC1 <= -0.430681
    PC2 <= 2.526915
    PC8 <= -0.2273773
    PC32 <= 1.416191
    PC44 <= -0.2659857
    PC76 > 0.6056434
    ->  class 2\|3  [0.913]

Rule 33/256: (14.3/0.5, lift 7.5)
    PC8 <= -0.2273773
    PC32 <= 1.416191
    PC36 > -0.7833967
    PC75 > 6.286578
    ->  class 2\|3  [0.907]

Rule 33/257: (7.1, lift 7.4)
    PC1 > -0.430681
    PC2 <= 2.526915
    PC3 <= 0.8448048
    PC6 > -3.213379
    PC8 <= 0.08481005
    PC10 > -0.7280131
    PC23 > 1.08382
    ->  class 2\|3  [0.891]

Rule 33/258: (150.2/21.4, lift 7.0)
    PC1 <= -0.430681
    PC2 <= 2.526915
    PC8 <= -0.2273773
    PC28 <= 0.1562501
    PC32 <= 1.416191
    PC36 > -0.7833967
    PC43 > -1.062606
    PC98 <= -0.7850819
    PC100 <= 3.830744
    ->  class 2\|3  [0.853]

Rule 33/259: (178.5/27.7, lift 6.9)
    PC2 <= 2.526915
    PC8 <= -2.987631
    PC10 <= -0.7280131
    PC19 > -1.342918
    PC39 <= 1.478945
    PC57 <= 0.02752472
    ->  class 2\|3  [0.841]

Rule 33/260: (19.3/2.8, lift 6.8)
    PC2 <= 2.526915
    PC10 <= -0.7280131
    PC14 > 2.040389
    PC50 > -0.2956394
    ->  class 2\|3  [0.820]

Rule 33/261: (13.7/1.9, lift 6.7)
    PC1 <= -0.430681
    PC2 > -9.120993
    PC2 <= 2.526915
    PC8 > -3.21639
    PC8 <= -0.2273773
    PC13 > -1.145885
    PC28 > 0.1562501
    PC43 > -1.062606
    ->  class 2\|3  [0.817]

Rule 33/262: (81.8/14.9, lift 6.7)
    PC2 <= 2.526915
    PC8 <= 2.291764
    PC9 > -3.592107
    PC9 <= 0.3076294
    PC19 > -1.918828
    PC41 > -0.9335573
    PC45 <= 0.4583037
    PC61 <= 1.934528
    PC63 <= -0.05903246
    PC77 <= -0.5719671
    PC78 <= 0.6344426
    ->  class 2\|3  [0.810]

Rule 33/263: (38.9/9.6, lift 6.1)
    PC1 > -0.430681
    PC3 <= 0.8448048
    PC6 > -3.213379
    PC9 <= -0.1466041
    PC19 > -1.233321
    PC77 <= -0.6802832
    ->  class 2\|3  [0.741]

Rule 33/264: (12221.4/9807.3, lift 1.6)
    PC2 <= 2.526915
    ->  class 2\|3  [0.198]

Rule 33/265: (38.1, lift 24.8)
    PC1 <= -0.430681
    PC8 <= -3.21639
    PC13 > 0.4601128
    PC46 <= 0.413817
    ->  class 2\|4  [0.975]

Rule 33/266: (289.8/7, lift 24.7)
    PC1 <= -0.430681
    PC8 <= -3.21639
    PC15 > -4.098175
    PC15 <= 0.5137869
    PC23 <= 2.379988
    PC25 <= 0.3361501
    PC39 <= 0.283203
    PC45 <= 0.1513902
    PC46 <= 0.413817
    PC49 <= 0.1872578
    PC51 > -0.004999666
    PC74 > -0.8009616
    PC75 <= 0.1085572
    PC76 <= 0.4489881
    PC79 <= 0.2562573
    PC82 <= 0.1477486
    PC86 > -0.3118091
    ->  class 2\|4  [0.972]

Rule 33/267: (26.5, lift 24.5)
    PC2 <= 2.526915
    PC10 <= -0.7280131
    PC39 > 1.478945
    ->  class 2\|4  [0.965]

Rule 33/268: (68.6/1.8, lift 24.4)
    PC1 > -0.430681
    PC2 <= 2.526915
    PC8 <= -2.987631
    PC19 > -1.342918
    PC43 > -0.1728197
    PC57 > 0.02752472
    ->  class 2\|4  [0.960]

Rule 33/269: (34/0.5, lift 24.4)
    PC8 <= -3.21639
    PC13 <= -0.7984135
    PC14 > -2.999866
    ->  class 2\|4  [0.959]

Rule 33/270: (163.1/6.1, lift 24.3)
    PC8 <= -3.21639
    PC14 <= -0.3160445
    PC15 <= 0.5137869
    PC25 <= 0.3361501
    PC37 <= 1.777486
    PC45 <= 0.1513902
    PC74 > -0.8009616
    PC75 <= 0.1085572
    PC76 <= 0.4489881
    PC79 <= 0.2562573
    PC82 <= 0.1477486
    PC86 > -0.3118091
    ->  class 2\|4  [0.957]

Rule 33/271: (26.2/1.8, lift 22.9)
    PC2 <= 2.526915
    PC8 <= -3.21639
    PC14 > -2.17653
    PC20 > 0.1943019
    PC23 <= 2.379988
    PC32 > -2.022818
    PC46 <= 0.413817
    PC74 > -0.8009616
    PC75 > 0.1085572
    PC76 <= 0.4489881
    ->  class 2\|4  [0.902]

Rule 33/272: (7.8, lift 22.8)
    PC1 <= -0.430681
    PC2 <= 2.526915
    PC8 > -3.21639
    PC8 <= -0.2273773
    PC32 > 1.416191
    PC45 <= -0.1526516
    PC63 <= -0.0285083
    PC78 > -0.2490177
    ->  class 2\|4  [0.898]

Rule 33/273: (49.4/4.6, lift 22.6)
    PC1 <= -0.430681
    PC2 <= 2.526915
    PC8 > -3.21639
    PC8 <= -0.2273773
    PC32 > 1.416191
    PC63 <= -0.0285083
    PC78 <= -0.2490177
    ->  class 2\|4  [0.891]

Rule 33/274: (7.8/0.3, lift 22.1)
    PC1 > -0.430681
    PC3 <= 0.8448048
    PC9 <= -0.1466041
    PC10 > -0.7280131
    PC19 > -1.233321
    PC60 > 0.5887817
    ->  class 2\|4  [0.871]

Rule 33/275: (6.9/0.6, lift 20.9)
    PC1 <= -0.430681
    PC8 <= -3.21639
    PC20 <= 0.1943019
    PC29 <= 0.1512327
    PC46 <= 0.413817
    PC59 <= -0.6169607
    PC74 > -0.8009616
    PC76 <= 0.4489881
    ->  class 2\|4  [0.821]

Rule 33/276: (32.9/5.9, lift 20.4)
    PC1 <= -0.430681
    PC8 <= -3.21639
    PC14 > -2.999866
    PC23 <= 2.379988
    PC32 > -2.022818
    PC45 <= 0.1513902
    PC46 <= 0.413817
    PC53 > -0.02279613
    PC74 > -0.8009616
    PC76 <= 0.4489881
    PC86 <= -0.3118091
    ->  class 2\|4  [0.803]

Rule 33/277: (37.7/7.1, lift 20.2)
    PC1 <= -0.430681
    PC2 <= 2.526915
    PC8 > -3.21639
    PC8 <= -0.2273773
    PC9 <= 6.396509
    PC15 <= -1.66505
    PC32 <= 1.416191
    PC43 > -1.062606
    PC63 <= 0.06488332
    PC95 > 0.02850759
    ->  class 2\|4  [0.795]

Rule 33/278: (3.6/0.5, lift 18.8)
    PC2 <= 2.526915
    PC8 <= -3.21639
    PC25 > 0.3361501
    PC57 > 0.5517325
    ->  class 2\|4  [0.738]

Rule 33/279: (20.4/7.7, lift 15.6)
    PC1 <= -0.430681
    PC2 <= 2.526915
    PC5 <= -1.0516
    PC43 <= -1.062606
    ->  class 2\|4  [0.612]

Rule 33/280: (17.9/7.6, lift 14.4)
    PC1 <= -0.430681
    PC2 <= 2.526915
    PC8 > -3.21639
    PC8 <= -0.2273773
    PC29 > 0.3489671
    PC36 > -0.7833967
    PC43 > -1.062606
    PC63 <= 0.06488332
    ->  class 2\|4  [0.567]

Rule 33/281: (37.2/21.8, lift 10.6)
    PC8 <= -3.21639
    PC13 > -0.7984135
    PC94 <= -1.60248
    ->  class 2\|4  [0.418]

Rule 33/282: (1736/1403.7, lift 4.9)
    PC8 <= -0.2273773
    PC28 <= -0.1434188
    ->  class 2\|4  [0.192]

Default class: 2\|3

-----  Trial 34:  -----

Rules:

Rule 34/1: (34.7/0.6, lift 15.5)
    PC2 > 2.734492
    PC3 <= 1.640775
    PC8 > 0.1419536
    PC18 > -0.4683644
    PC18 <= 0.6672924
    PC100 > 0.5353354
    ->  class 0\|0  [0.957]

Rule 34/2: (16/0.1, lift 15.1)
    PC2 > 2.734492
    PC3 <= 1.640775
    PC8 > 0.1419536
    PC18 > -0.4683644
    PC44 > 2.092405
    ->  class 0\|0  [0.937]

Rule 34/3: (9.4, lift 14.8)
    PC2 > 2.734492
    PC3 <= 1.640775
    PC6 > 0.2633233
    PC18 > -0.4683644
    PC18 <= 0.6672924
    ->  class 0\|0  [0.913]

Rule 34/4: (21.4/1.6, lift 14.4)
    PC2 <= 2.734492
    PC4 > 1.634281
    PC17 > -0.4421078
    ->  class 0\|0  [0.889]

Rule 34/5: (6.9/1.4, lift 11.8)
    PC13 > 8.316996
    PC31 > 0.1823938
    PC38 > 1.794916
    ->  class 0\|0  [0.731]

Rule 34/6: (3878.5/2786, lift 4.6)
    PC2 > 2.734492
    PC15 > -0.679424
    PC18 > -0.4683644
    ->  class 0\|0  [0.282]

Rule 34/7: (101.2, lift 12.7)
    PC8 > -0.2652617
    PC10 <= -3.939867
    PC15 <= 1.629675
    PC18 > -0.4683644
    PC18 <= 0.6672924
    PC47 <= 0.7523432
    ->  class 0\|1  [0.990]

Rule 34/8: (86, lift 12.7)
    PC2 > 2.734492
    PC3 <= 1.640775
    PC18 > -1.154317
    PC18 <= -0.4683644
    PC41 > 0.174721
    PC82 <= -0.1214058
    ->  class 0\|1  [0.989]

Rule 34/9: (86.6, lift 12.7)
    PC2 > 2.734492
    PC3 <= 1.640775
    PC8 > 0.1419536
    PC18 > -0.4683644
    PC18 <= 0.6672924
    PC44 <= 2.092405
    PC100 <= 0.5353354
    ->  class 0\|1  [0.989]

Rule 34/10: (85.9, lift 12.7)
    PC2 <= 11.64324
    PC5 > 2.234459
    PC13 <= 8.316996
    PC15 > -0.679424
    PC18 > 0.6672924
    PC20 > 3.520639
    PC28 <= 3.353422
    ->  class 0\|1  [0.989]

Rule 34/11: (60.4, lift 12.7)
    PC4 <= -8.069555
    PC18 > 0.6672924
    PC18 <= 2.848612
    PC42 <= 2.819577
    PC86 > -1.624781
    PC99 > -0.2474399
    ->  class 0\|1  [0.984]

Rule 34/12: (50.7, lift 12.6)
    PC4 <= -8.069555
    PC18 > 0.6672924
    PC31 <= -0.06431137
    PC86 > -1.624781
    PC96 > -0.6478747
    PC99 > -0.2474399
    ->  class 0\|1  [0.981]

Rule 34/13: (84.9/0.7, lift 12.6)
    PC2 > 2.734492
    PC9 <= 0.4038637
    PC13 <= 8.316996
    PC18 > -0.4683644
    PC19 <= -0.02190804
    PC22 > -0.4701807
    PC35 > 0.4387262
    PC41 > -0.1666692
    PC42 <= 1.600301
    PC70 > -0.8411664
    PC88 > -0.3084739
    ->  class 0\|1  [0.980]

Rule 34/14: (39, lift 12.6)
    PC2 > 2.734492
    PC3 <= 1.640775
    PC11 > -0.07755335
    PC18 > -0.4683644
    PC18 <= 0.6672924
    PC32 > 0.4827722
    PC53 <= 4.675475
    PC83 > -3.75911
    ->  class 0\|1  [0.976]

Rule 34/15: (53.7/0.5, lift 12.5)
    PC2 > 2.734492
    PC5 <= 2.234459
    PC13 <= 8.316996
    PC18 > 0.6672924
    PC66 <= -3.141438
    ->  class 0\|1  [0.974]

Rule 34/16: (76.5/1.2, lift 12.5)
    PC2 > 7.619517
    PC5 <= 2.234459
    PC13 <= 8.316996
    PC18 > 0.6672924
    PC28 <= 3.353422
    PC41 > -0.1666692
    PC42 <= 2.819577
    PC86 > -1.624781
    PC96 > -0.6478747
    ->  class 0\|1  [0.971]

Rule 34/17: (29.7, lift 12.5)
    PC4 <= -8.069555
    PC18 > -0.4683644
    PC22 > 0.9192772
    PC86 > -1.624781
    ->  class 0\|1  [0.968]

Rule 34/18: (64.6/1.3, lift 12.4)
    PC2 > 2.734492
    PC5 <= 2.234459
    PC8 <= 0.2398475
    PC13 <= 8.316996
    PC18 > 0.6672924
    PC25 <= -0.5598918
    PC62 > -1.128139
    PC70 > -0.8411664
    PC81 > -0.5777515
    ->  class 0\|1  [0.965]

Rule 34/19: (26.5, lift 12.4)
    PC2 > 2.734492
    PC3 <= 1.640775
    PC9 > 0.64594
    PC18 > -0.4683644
    PC40 > -1.982932
    PC96 > -0.6478747
    ->  class 0\|1  [0.965]

Rule 34/20: (27.5, lift 12.4)
    PC2 > 2.734492
    PC3 <= 1.640775
    PC8 <= 0.1419536
    PC11 > -0.07755335
    PC18 > -0.4683644
    PC18 <= 0.6672924
    PC58 <= 4.59515
    PC77 > 0.3971485
    ->  class 0\|1  [0.964]

Rule 34/21: (25.5, lift 12.4)
    PC1 <= -0.4658145
    PC2 > 2.734492
    PC5 <= 2.234459
    PC8 <= 0.2398475
    PC13 <= 8.316996
    PC18 > -0.4683644
    PC22 > -0.4701807
    PC25 > -0.5598918
    PC31 > 0.2252791
    PC42 <= 1.600301
    PC62 > -1.128139
    PC68 > -0.4199935
    ->  class 0\|1  [0.964]

Rule 34/22: (33.9/0.4, lift 12.4)
    PC2 > 2.734492
    PC3 <= 1.640775
    PC8 <= 0.1419536
    PC11 > -0.07755335
    PC18 > -0.4683644
    PC18 <= 0.6672924
    PC41 > 0.1362563
    ->  class 0\|1  [0.961]

Rule 34/23: (23.5, lift 12.4)
    PC2 > 2.734492
    PC3 <= 1.640775
    PC5 <= 2.234459
    PC18 > -0.4683644
    PC51 > 0.4012923
    PC70 > -0.8411664
    PC96 > -0.6478747
    PC96 <= -0.3458705
    PC99 > -0.2474399
    ->  class 0\|1  [0.961]

Rule 34/24: (115.9/3.7, lift 12.4)
    PC1 <= -0.5190189
    PC2 > 2.734492
    PC5 <= 2.234459
    PC9 <= 0.64594
    PC13 <= 8.316996
    PC15 > 0.2593555
    PC18 > -0.4683644
    PC41 <= -0.1666692
    PC95 <= 0.8596638
    ->  class 0\|1  [0.960]

Rule 34/25: (20.6, lift 12.3)
    PC2 > 2.734492
    PC3 <= 1.640775
    PC5 <= 2.234459
    PC18 > 0.6672924
    PC62 > -1.128139
    PC95 > 0.8596638
    PC96 > -0.6478747
    ->  class 0\|1  [0.956]

Rule 34/26: (16.1, lift 12.2)
    PC2 > 2.734492
    PC3 > -0.6895892
    PC3 <= 1.640775
    PC6 <= 0.2633233
    PC8 <= 0.1419536
    PC10 > -3.939867
    PC18 > -0.4683644
    ->  class 0\|1  [0.945]

Rule 34/27: (17.3, lift 12.1)
    PC2 <= 11.64324
    PC5 > 2.234459
    PC13 <= 8.316996
    PC15 > -0.679424
    PC18 > 4.860553
    ->  class 0\|1  [0.943]

Rule 34/28: (67.6/3.4, lift 12.1)
    PC2 > 2.734492
    PC3 <= 1.640775
    PC15 > -1.164616
    PC18 > -1.154317
    PC18 <= -0.4683644
    PC43 <= -1.03128
    ->  class 0\|1  [0.937]

Rule 34/29: (12.9, lift 12.0)
    PC4 <= -7.83144
    PC35 <= -0.5198501
    ->  class 0\|1  [0.933]

Rule 34/30: (46.7/2.3, lift 12.0)
    PC2 > 2.734492
    PC3 <= 1.640775
    PC18 > -0.4683644
    PC19 <= -0.02190804
    PC22 > -0.4701807
    PC26 > 0.4946005
    PC26 <= 0.5459515
    PC70 > -0.8411664
    PC96 > -0.6478747
    ->  class 0\|1  [0.933]

Rule 34/31: (63.8/3.6, lift 12.0)
    PC2 > 2.734492
    PC3 <= 1.640775
    PC5 <= 2.234459
    PC7 > 0.7541451
    PC18 > 0.6672924
    PC40 > -1.982932
    PC96 > -0.6478747
    ->  class 0\|1  [0.930]

Rule 34/32: (11.1, lift 11.9)
    PC3 <= 1.640775
    PC13 <= 8.316996
    PC17 > 2.051714
    PC18 > -0.4683644
    PC18 <= 0.6672924
    ->  class 0\|1  [0.923]

Rule 34/33: (84.8/5.8, lift 11.9)
    PC10 <= -2.188503
    PC18 > -1.154317
    PC18 <= -0.4683644
    PC29 <= 0.7642995
    PC97 > -0.01375743
    ->  class 0\|1  [0.922]

Rule 34/34: (85.6/6.1, lift 11.8)
    PC2 > 2.734492
    PC5 <= 2.234459
    PC8 <= 0.2398475
    PC15 > -0.679424
    PC18 > 0.6672924
    PC19 > -0.02190804
    PC64 <= 1.581825
    PC81 > -0.5777515
    PC86 > -1.624781
    ->  class 0\|1  [0.919]

Rule 34/35: (53.7/3.7, lift 11.8)
    PC2 > 2.734492
    PC6 > -1.630364
    PC31 <= -0.01619392
    PC67 > -0.5394371
    PC73 <= -1.276582
    PC78 > 1.749331
    ->  class 0\|1  [0.915]

Rule 34/36: (126.7/10.7, lift 11.7)
    PC2 > 2.734492
    PC3 <= -0.7059501
    PC13 <= 8.316996
    PC15 > -0.679424
    PC18 > 0.6672924
    PC22 > -0.4701807
    PC86 > -1.624781
    PC96 <= -0.6478747
    PC100 > -1.340593
    ->  class 0\|1  [0.909]

Rule 34/37: (97.6/8.7, lift 11.6)
    PC2 > 2.734492
    PC5 <= 2.234459
    PC7 <= 0.7541451
    PC18 > 0.6672924
    PC22 > -0.4701807
    PC42 > 1.600301
    PC42 <= 2.819577
    PC86 > -1.624781
    ->  class 0\|1  [0.902]

Rule 34/38: (125.7/12.6, lift 11.5)
    PC2 > 2.734492
    PC3 <= 1.640775
    PC5 <= 2.234459
    PC6 <= -0.1422436
    PC13 <= 8.316996
    PC18 > 0.6672924
    PC22 <= -0.4701807
    PC25 > -1.050508
    PC28 <= 3.353422
    PC42 <= 2.819577
    PC90 <= 0.9121655
    ->  class 0\|1  [0.894]

Rule 34/39: (52.3/4.9, lift 11.5)
    PC3 <= 1.640775
    PC4 > 0.9513426
    PC6 <= -1.630364
    PC18 <= -0.4683644
    ->  class 0\|1  [0.892]

Rule 34/40: (5.9/0.1, lift 11.1)
    PC4 <= -8.069555
    PC6 > -0.2446252
    PC8 <= 0.2398475
    ->  class 0\|1  [0.860]

Rule 34/41: (64.6/10.4, lift 10.7)
    PC2 > 2.734492
    PC18 > 0.6672924
    PC22 > -0.4701807
    PC37 <= 1.750813
    PC62 > -1.128139
    PC64 > 1.581825
    PC81 > -0.5777515
    ->  class 0\|1  [0.830]

Rule 34/42: (111.8/18.5, lift 10.7)
    PC1 <= -0.4658145
    PC2 > 2.734492
    PC18 > 0.6672924
    PC22 > -0.4701807
    PC26 <= 0.4946005
    PC31 <= 0.2252791
    PC54 > -1.234352
    PC62 > -1.128139
    PC68 > -0.4199935
    PC70 > -0.8411664
    PC81 > -0.5777515
    PC86 > -1.624781
    PC99 <= -0.2474399
    ->  class 0\|1  [0.829]

Rule 34/43: (111.8/21, lift 10.4)
    PC2 > 2.734492
    PC13 <= 8.316996
    PC18 > 0.6672924
    PC22 > -0.4701807
    PC37 <= 1.750813
    PC41 > -0.1666692
    PC42 <= 2.819577
    PC62 > -1.128139
    PC81 <= -0.5777515
    PC83 > -3.75911
    PC86 > -1.624781
    PC96 > -0.6478747
    ->  class 0\|1  [0.807]

Rule 34/44: (54.1/24.1, lift 7.1)
    PC13 > 8.316996
    PC38 > 1.794916
    PC53 <= 4.675475
    PC83 > -3.75911
    ->  class 0\|1  [0.552]

Rule 34/45: (94.2, lift 9.7)
    PC2 > 2.734492
    PC3 <= 1.640775
    PC16 <= 2.936707
    PC18 <= -1.154317
    PC31 <= -0.3635843
    PC51 <= 0.6685256
    PC78 <= 1.749331
    PC82 <= 0.5067054
    PC93 <= 3.81511
    ->  class 0\|2  [0.990]

Rule 34/46: (81.8, lift 9.7)
    PC2 > 2.734492
    PC3 <= 1.640775
    PC18 <= -0.4683644
    PC32 <= -1.233981
    PC39 > -1.445797
    PC43 <= 0.8494706
    PC55 <= 0.1244522
    PC82 <= 0.1932354
    ->  class 0\|2  [0.988]

Rule 34/47: (75.8, lift 9.7)
    PC4 > 9.305666
    PC18 <= -1.154317
    PC78 <= 1.749331
    ->  class 0\|2  [0.987]

Rule 34/48: (69.5, lift 9.7)
    PC10 <= -6.236459
    PC18 <= -1.154317
    PC35 > -0.5569147
    PC39 > -0.8446048
    ->  class 0\|2  [0.986]

Rule 34/49: (111.9/0.6, lift 9.7)
    PC2 > 2.734492
    PC3 <= 1.640775
    PC5 > 2.234459
    PC18 > 0.6672924
    PC18 <= 4.860553
    PC20 <= 3.520639
    PC53 <= 4.675475
    PC58 > -0.2738298
    PC62 > -1.851517
    ->  class 0\|2  [0.986]

Rule 34/50: (102.9/0.7, lift 9.6)
    PC2 > 2.734492
    PC3 <= 1.640775
    PC15 > -1.164616
    PC18 > -1.154317
    PC18 <= -0.4683644
    PC28 <= 3.778366
    PC34 > -1.229858
    PC41 <= 0.07448557
    PC43 > -1.03128
    PC97 <= -0.01375743
    ->  class 0\|2  [0.984]

Rule 34/51: (52.5, lift 9.6)
    PC3 <= 1.640775
    PC18 > -1.154317
    PC18 <= -0.4683644
    PC29 > 0.7642995
    PC41 <= 0.174721
    PC78 <= 2.204419
    PC97 > -0.01375743
    ->  class 0\|2  [0.982]

Rule 34/52: (105.9/1.1, lift 9.6)
    PC4 > -7.83144
    PC16 <= 2.936707
    PC18 <= -1.154317
    PC19 > -0.4895512
    PC22 > -1.106918
    PC31 > -0.3635843
    PC35 <= -0.5569147
    PC39 > -0.8446048
    PC40 > -2.798079
    PC73 <= 1.496579
    PC74 <= 0.9213677
    PC78 <= 0.5978583
    ->  class 0\|2  [0.980]

Rule 34/53: (48.3, lift 9.6)
    PC2 > 2.734492
    PC9 > 0.1132284
    PC18 <= -0.4683644
    PC19 > -0.4895512
    PC77 <= -0.61766
    PC82 <= 0.1932354
    PC92 <= 1.109536
    ->  class 0\|2  [0.980]

Rule 34/54: (137/2.2, lift 9.6)
    PC2 > 2.734492
    PC3 <= 1.640775
    PC10 > -2.188503
    PC15 > -1.164616
    PC18 > -1.154317
    PC18 <= -0.4683644
    PC41 <= 0.174721
    PC43 > -1.03128
    PC97 > -0.01375743
    ->  class 0\|2  [0.977]

Rule 34/55: (100.7/1.9, lift 9.5)
    PC3 <= 1.640775
    PC8 <= 0.1610735
    PC14 > -0.6547321
    PC18 > -2.055128
    PC18 <= -1.154317
    PC35 > -0.5569147
    PC39 > -0.8446048
    PC46 <= 0.08435005
    PC51 <= 0.6685256
    PC52 > -1.922131
    PC74 <= 0.9213677
    PC87 > -0.4166006
    PC97 <= 0.75286
    ->  class 0\|2  [0.972]

Rule 34/56: (30.6, lift 9.5)
    PC9 > 0.1132284
    PC14 > -0.6547321
    PC18 <= -0.4683644
    PC19 > -0.4895512
    PC39 > -1.445797
    PC51 <= 0.6685256
    PC55 <= 0.1244522
    PC89 <= 0.11988
    PC97 > 0.4047928
    ->  class 0\|2  [0.969]

Rule 34/57: (83/1.6, lift 9.5)
    PC16 <= 2.936707
    PC18 <= -1.154317
    PC19 > -0.4895512
    PC39 > -0.9370177
    PC51 <= 0.6685256
    PC63 > 1.021134
    PC78 <= 1.749331
    PC93 <= 3.81511
    PC94 > -0.4725043
    ->  class 0\|2  [0.969]

Rule 34/58: (186.5/5, lift 9.5)
    PC2 > 2.734492
    PC4 > -7.83144
    PC16 <= 2.103828
    PC18 <= -1.154317
    PC28 <= 0.5547471
    PC40 > -2.798079
    PC51 > 0.6685256
    PC74 <= 0.9213677
    PC90 <= 0.1363578
    ->  class 0\|2  [0.968]

Rule 34/59: (70.6/1.5, lift 9.5)
    PC9 > 0.1132284
    PC14 > -0.6547321
    PC18 <= -1.154317
    PC39 > -0.8446048
    PC55 <= 0.1244522
    PC70 <= -0.1786523
    PC77 > -0.61766
    PC82 <= 0.1932354
    PC89 <= 0.11988
    ->  class 0\|2  [0.965]

Rule 34/60: (110.7/3.4, lift 9.4)
    PC3 <= -3.774415
    PC13 > 8.316996
    PC18 > -0.4683644
    PC36 <= 1.476349
    PC38 <= 1.794916
    PC83 > -3.75911
    ->  class 0\|2  [0.961]

Rule 34/61: (34.5/0.4, lift 9.4)
    PC14 > -0.6547321
    PC16 <= 2.936707
    PC18 <= -0.4683644
    PC36 <= -4.417984
    ->  class 0\|2  [0.960]

Rule 34/62: (28.4/0.3, lift 9.4)
    PC18 > 0.6672924
    PC28 > 3.353422
    PC53 <= 4.675475
    PC83 > -3.75911
    ->  class 0\|2  [0.958]

Rule 34/63: (20.6, lift 9.4)
    PC2 > 2.734492
    PC3 <= 1.640775
    PC11 > 0.2999023
    PC35 > -0.5569147
    PC78 <= 1.749331
    ->  class 0\|2  [0.956]

Rule 34/64: (32.2/0.5, lift 9.4)
    PC2 > 2.734492
    PC9 > 0.1132284
    PC14 > -0.6547321
    PC17 > -1.116892
    PC18 <= -2.055128
    PC19 > -0.4895512
    PC51 <= 0.6685256
    PC92 <= 1.109536
    ->  class 0\|2  [0.955]

Rule 34/65: (36.4/0.8, lift 9.3)
    PC3 <= 1.640775
    PC18 <= -2.055128
    PC19 > -0.4895512
    PC32 <= -1.346216
    PC39 > -0.8446048
    PC40 > -2.798079
    PC51 <= 0.6685256
    ->  class 0\|2  [0.954]

Rule 34/66: (196.9/10.3, lift 9.2)
    PC2 > 2.734492
    PC3 <= 1.640775
    PC6 <= 0.2312515
    PC11 > -0.01142045
    PC14 > -0.6547321
    PC18 > -2.055128
    PC18 <= -1.154317
    PC24 <= 1.258503
    PC27 <= 0.6346882
    PC31 <= 0.1949541
    PC34 > -2.970357
    PC39 > -0.8446048
    PC49 <= 0.6865661
    PC52 > -1.922131
    PC71 > -0.3743929
    PC74 <= 0.9213677
    ->  class 0\|2  [0.943]

Rule 34/67: (109.9/5.5, lift 9.2)
    PC13 > 8.316996
    PC18 > -0.4683644
    PC36 <= 1.476349
    PC65 <= -0.4597442
    ->  class 0\|2  [0.942]

Rule 34/68: (50.5/2.5, lift 9.1)
    PC3 <= 1.640775
    PC18 <= -0.4683644
    PC31 <= -0.01619392
    PC67 > -0.5394371
    PC73 > -1.276582
    PC78 > 1.749331
    PC100 > -0.05370365
    ->  class 0\|2  [0.933]

Rule 34/69: (11.8, lift 9.1)
    PC14 > -0.6547321
    PC16 <= 2.936707
    PC18 <= -0.4683644
    PC25 <= -2.254268
    PC46 > -1.22122
    PC63 <= 1.021134
    PC93 <= 3.81511
    ->  class 0\|2  [0.928]

Rule 34/70: (11.6, lift 9.0)
    PC10 <= -1.294428
    PC18 > -1.154317
    PC18 <= -0.4683644
    PC34 <= -1.229858
    PC41 <= 0.174721
    PC97 <= -0.01375743
    ->  class 0\|2  [0.922]

Rule 34/71: (22.4/1.2, lift 8.9)
    PC3 > 0.1731922
    PC3 <= 1.640775
    PC6 > -1.630364
    PC18 <= -1.154317
    PC39 > -1.445797
    PC78 <= 1.749331
    PC93 <= 3.81511
    ->  class 0\|2  [0.909]

Rule 34/72: (20.2/1.2, lift 8.8)
    PC2 > 2.734492
    PC18 <= -0.4683644
    PC38 > 1.42913
    PC39 > -0.8446048
    PC51 <= 0.6685256
    PC74 <= 0.9213677
    ->  class 0\|2  [0.900]

Rule 34/73: (49.1/5.3, lift 8.6)
    PC2 > 2.734492
    PC6 > -1.630364
    PC18 <= -1.154317
    PC39 > -1.445797
    PC46 <= -1.22122
    PC51 <= 0.6685256
    PC78 <= 1.749331
    ->  class 0\|2  [0.877]

Rule 34/74: (27.4/2.7, lift 8.6)
    PC18 <= -0.4683644
    PC66 <= -4.615861
    PC78 <= 1.749331
    PC93 <= 3.81511
    ->  class 0\|2  [0.876]

Rule 34/75: (31/3.5, lift 8.5)
    PC2 > 2.734492
    PC18 > 0.6672924
    PC42 > 2.819577
    ->  class 0\|2  [0.862]

Rule 34/76: (112.7/16.1, lift 8.3)
    PC4 <= -7.83144
    PC18 <= -0.4683644
    PC34 > -0.7852964
    PC35 > -0.5198501
    ->  class 0\|2  [0.851]

Rule 34/77: (8.7/0.7, lift 8.3)
    PC18 <= -0.4683644
    PC39 > -1.445797
    PC66 > -4.615861
    PC74 > 0.9213677
    PC87 <= -1.000275
    ->  class 0\|2  [0.845]

Rule 34/78: (95.7/16.7, lift 8.0)
    PC2 > 2.734492
    PC4 > -7.83144
    PC6 > -1.630364
    PC12 <= -0.5195633
    PC14 > -0.6547321
    PC18 <= -1.154317
    PC19 > -0.4895512
    PC25 > -2.254268
    PC39 > -0.8446048
    PC51 <= 0.6685256
    ->  class 0\|2  [0.819]

Rule 34/79: (57.9/11, lift 7.8)
    PC2 > 2.734492
    PC15 <= -0.679424
    PC18 > 0.6672924
    PC53 <= 4.675475
    PC83 > -3.75911
    ->  class 0\|2  [0.800]

Rule 34/80: (101.5/20, lift 7.8)
    PC3 <= 1.640775
    PC14 > -0.6547321
    PC16 <= 2.936707
    PC18 <= -0.4683644
    PC25 > -2.254268
    PC39 > -0.8446048
    PC43 <= 0.8494706
    PC46 > -1.22122
    PC58 > 1.751523
    PC74 <= 0.9213677
    PC93 <= 3.81511
    ->  class 0\|2  [0.797]

Rule 34/81: (6/0.7, lift 7.7)
    PC39 > -1.445797
    PC39 <= -0.8446048
    PC52 <= -3.062226
    PC74 <= 0.9213677
    ->  class 0\|2  [0.789]

Rule 34/82: (24.6/5, lift 7.6)
    PC2 > 2.734492
    PC3 <= 1.640775
    PC13 <= 8.316996
    PC18 > 0.6672924
    PC22 <= -0.4701807
    PC66 > -3.141438
    PC83 > -3.75911
    PC90 > 0.9121655
    ->  class 0\|2  [0.775]

Rule 34/83: (158.4/42.9, lift 7.1)
    PC7 <= -0.3301688
    PC12 > -0.5195633
    PC18 <= -1.154317
    PC43 <= 0.8494706
    PC55 <= 0.1244522
    PC74 <= 0.9213677
    PC82 <= 0.1932354
    ->  class 0\|2  [0.727]

Rule 34/84: (31.5/14.8, lift 5.2)
    PC2 > 2.734492
    PC3 <= 1.640775
    PC18 > -0.4683644
    PC53 > 4.675475
    PC83 > -3.75911
    ->  class 0\|2  [0.528]

Rule 34/85: (757.3/400.8, lift 4.6)
    PC2 > 2.734492
    PC3 <= 1.640775
    PC18 > -0.4683644
    PC18 <= 0.6672924
    PC53 <= 4.675475
    PC83 > -3.75911
    ->  class 0\|2  [0.471]

Rule 34/86: (263.2/1.3, lift 11.4)
    PC3 <= 0.1731922
    PC4 > -7.83144
    PC7 > -0.3301688
    PC9 <= 0.1132284
    PC11 <= 0.2999023
    PC12 > -0.5195633
    PC18 <= -2.055128
    PC31 > -0.3635843
    PC32 > -1.346216
    PC36 > -4.417984
    PC63 <= 1.021134
    PC89 <= 0.11988
    ->  class 0\|3  [0.992]

Rule 34/87: (79.2/0.3, lift 11.3)
    PC3 <= 1.640775
    PC11 <= -0.01142045
    PC18 <= -1.154317
    PC46 > 0.08435005
    PC51 <= 0.6685256
    PC63 <= 1.021134
    PC87 > -0.4166006
    ->  class 0\|3  [0.984]

Rule 34/88: (59.4, lift 11.3)
    PC6 > -1.630364
    PC14 > -0.6547321
    PC18 <= -1.154317
    PC31 > 0.1949541
    PC36 > -4.417984
    PC46 > 0.08435005
    PC63 <= 1.021134
    ->  class 0\|3  [0.984]

Rule 34/89: (66.5/0.3, lift 11.2)
    PC2 > 2.734492
    PC4 <= 9.305666
    PC18 <= -1.154317
    PC32 > -1.704439
    PC63 > 1.021134
    PC66 > -4.615861
    PC94 <= -0.4725043
    ->  class 0\|3  [0.981]

Rule 34/90: (33, lift 11.1)
    PC3 <= 1.640775
    PC6 > -1.630364
    PC18 <= -1.154317
    PC19 <= -0.4895512
    ->  class 0\|3  [0.971]

Rule 34/91: (27.5, lift 11.1)
    PC13 > 8.316996
    PC36 > 1.476349
    ->  class 0\|3  [0.966]

Rule 34/92: (43.1/1.4, lift 10.8)
    PC3 <= 1.640775
    PC4 > -7.83144
    PC4 <= 9.305666
    PC18 <= -1.154317
    PC24 > 1.258503
    PC27 <= 0.6346882
    PC46 > 0.08435005
    PC51 <= 0.6685256
    ->  class 0\|3  [0.946]

Rule 34/93: (42/1.6, lift 10.8)
    PC2 > 2.734492
    PC3 <= 1.640775
    PC4 > -7.83144
    PC16 > 2.103828
    PC51 > 0.6685256
    ->  class 0\|3  [0.940]

Rule 34/94: (11.1, lift 10.6)
    PC1 > -0.3900895
    PC1 <= 7.833367
    PC2 <= 2.734492
    PC10 <= -0.7514341
    PC17 <= -0.4421078
    ->  class 0\|3  [0.924]

Rule 34/95: (49.5/3.5, lift 10.5)
    PC18 <= -1.154317
    PC31 > -0.3635843
    PC35 <= -0.5569147
    PC51 <= 0.6685256
    PC78 > 0.5978583
    ->  class 0\|3  [0.913]

Rule 34/96: (31.5/2, lift 10.4)
    PC3 > -3.774415
    PC13 > 8.316996
    PC38 <= 1.794916
    PC65 > -0.4597442
    ->  class 0\|3  [0.912]

Rule 34/97: (37.2/3.1, lift 10.2)
    PC2 > 2.734492
    PC3 <= 1.640775
    PC8 <= 0.1419536
    PC11 <= -0.07755335
    PC13 <= 8.316996
    PC18 > -0.4683644
    PC18 <= 0.6672924
    ->  class 0\|3  [0.894]

Rule 34/98: (16.8/2.7, lift 9.2)
    PC2 > 2.734492
    PC3 <= 1.640775
    PC18 > -0.4683644
    PC18 <= 0.6672924
    PC74 > 2.596298
    ->  class 0\|3  [0.803]

Rule 34/99: (48.2/12.9, lift 8.3)
    PC2 > 2.734492
    PC18 > -0.4683644
    PC83 <= -3.75911
    ->  class 0\|3  [0.723]

Rule 34/100: (3128.4/1579, lift 5.7)
    PC2 > 2.734492
    PC3 <= 1.640775
    PC18 <= -0.4683644
    ->  class 0\|3  [0.495]

Rule 34/101: (139, lift 22.4)
    PC2 <= 2.734492
    PC4 > 0.8386233
    PC10 > -0.7514341
    PC10 <= 0.8814695
    PC16 <= 4.234647
    PC68 <= 1.05084
    PC88 > -0.1847392
    ->  class 1\|0  [0.993]

Rule 34/102: (122.4, lift 22.4)
    PC1 > -0.3900895
    PC3 <= 0.8637748
    PC6 <= 4.347558
    PC8 <= 2.206323
    PC9 > -0.2464361
    PC10 > -0.7514341
    PC27 <= 0.34863
    PC96 > 0.1643588
    PC98 <= 0.4626823
    ->  class 1\|0  [0.992]

Rule 34/103: (98.6, lift 22.3)
    PC3 > 0.8637748
    PC12 > 0.8543217
    PC16 <= 0.8572028
    PC18 > -0.0108911
    PC21 > -0.5923443
    PC62 <= -0.2576277
    ->  class 1\|0  [0.990]

Rule 34/104: (78.5, lift 22.3)
    PC1 > -0.3900895
    PC2 <= 2.734492
    PC23 <= -2.15646
    PC77 > -0.06386657
    PC91 <= 0.6395853
    ->  class 1\|0  [0.987]

Rule 34/105: (179.4/1.4, lift 22.3)
    PC1 > -0.3900895
    PC6 <= 5.1094
    PC12 > 2.665643
    PC15 <= -1.265788
    PC82 <= 0.2073245
    PC88 <= 0.05749534
    ->  class 1\|0  [0.987]

Rule 34/106: (52.4, lift 22.1)
    PC6 > 5.1094
    PC12 > 2.665643
    PC79 > -0.03708921
    PC82 <= 0.2073245
    PC88 <= 0.05749534
    ->  class 1\|0  [0.982]

Rule 34/107: (41.4, lift 22.0)
    PC1 > -0.3900895
    PC2 <= 2.734492
    PC12 > 2.665643
    PC19 > 2.547091
    PC73 > -0.2849351
    PC79 <= -0.03708921
    PC88 <= 0.05749534
    ->  class 1\|0  [0.977]

Rule 34/108: (106.2/4.3, lift 21.5)
    PC1 > -0.3900895
    PC2 <= 2.734492
    PC3 <= 0.8637748
    PC8 > -1.4394
    PC9 > -0.2464361
    PC10 > -0.7514341
    PC12 <= 2.665643
    PC19 > -1.310209
    PC28 <= -0.07149071
    ->  class 1\|0  [0.951]

Rule 34/109: (9.6, lift 20.6)
    PC1 > -0.3900895
    PC9 > 0.255966
    PC21 > 0.9767466
    ->  class 1\|0  [0.914]

Rule 34/110: (7.6, lift 20.2)
    PC1 > -0.3900895
    PC23 <= -2.15646
    PC58 > -1.853468
    PC73 <= -1.144135
    PC77 <= -0.06386657
    ->  class 1\|0  [0.896]

Rule 34/111: (80.8/13.8, lift 18.5)
    PC1 > -0.3900895
    PC12 > 2.665643
    PC73 <= -0.2849351
    PC82 <= 0.2073245
    PC88 <= 0.05749534
    ->  class 1\|0  [0.821]

Rule 34/112: (14.2/2.2, lift 18.1)
    PC1 > -0.3900895
    PC2 <= 2.734492
    PC16 <= 0.8572028
    PC23 > -2.15646
    PC71 > 1.645404
    ->  class 1\|0  [0.801]

Rule 34/113: (477.5/235.6, lift 11.4)
    PC2 > 2.734492
    PC3 > 1.640775
    PC16 <= -0.02748807
    PC54 > -0.824603
    PC83 > -0.4568406
    PC94 <= 0.2131758
    ->  class 1\|0  [0.507]

Rule 34/114: (115.8, lift 18.5)
    PC2 > 2.734492
    PC3 > 1.640775
    PC16 <= -0.02748807
    PC83 > -0.4568406
    PC94 > 0.2131758
    ->  class 1\|1  [0.992]

Rule 34/115: (79.8, lift 18.4)
    PC2 > 2.734492
    PC3 > 1.640775
    PC16 <= -0.02748807
    PC35 > 0.007608013
    PC83 > -0.4568406
    PC96 > 0.5008169
    ->  class 1\|1  [0.988]

Rule 34/116: (148/1.8, lift 18.3)
    PC1 > -0.3900895
    PC3 <= 0.8637748
    PC4 <= 0.8386233
    PC9 > -0.2464361
    PC10 > -0.7514341
    PC11 <= 1.567755
    PC12 <= 2.665643
    PC19 > -1.310209
    PC21 <= 0.9767466
    PC23 > -2.15646
    PC28 > -0.07149071
    PC96 <= 0.1643588
    ->  class 1\|1  [0.981]

Rule 34/117: (139.5/1.7, lift 18.3)
    PC2 > 2.734492
    PC3 > 1.640775
    PC16 <= -0.02748807
    PC37 <= 0.3320616
    PC41 <= 0.4214479
    PC46 <= 0.9321272
    PC49 > 0.03395255
    PC83 > -0.4568406
    ->  class 1\|1  [0.981]

Rule 34/118: (48.6, lift 18.3)
    PC2 <= 2.734492
    PC4 > 0.8386233
    PC10 > -0.7514341
    PC12 <= 2.665643
    PC16 <= 4.234647
    PC88 <= -0.1847392
    ->  class 1\|1  [0.980]

Rule 34/119: (41, lift 18.2)
    PC1 > 8.817184
    PC3 <= 0.8637748
    PC8 > -3.591267
    PC9 <= -0.2464361
    PC19 > -1.310209
    ->  class 1\|1  [0.977]

Rule 34/120: (44.7, lift 18.2)
    PC1 > -0.3900895
    PC3 <= 0.8637748
    PC6 <= -1.250467
    PC19 <= -1.310209
    PC21 <= 0.9767466
    PC57 > -1.338277
    ->  class 1\|1  [0.976]

Rule 34/121: (56.3/0.5, lift 18.2)
    PC6 > 5.1094
    PC12 > 2.665643
    PC19 <= 2.547091
    PC73 > -0.2849351
    PC79 <= -0.03708921
    ->  class 1\|1  [0.974]

Rule 34/122: (74.2/1.6, lift 18.0)
    PC2 <= 2.734492
    PC3 > 0.8637748
    PC12 > 0.8543217
    PC12 <= 2.665643
    PC16 <= 0.8572028
    PC23 > -2.15646
    PC61 > -0.6222726
    PC62 > -0.2576277
    PC90 <= 0.6064029
    PC92 <= 0.186399
    ->  class 1\|1  [0.966]

Rule 34/123: (35.7/0.5, lift 17.9)
    PC1 > -0.3900895
    PC3 <= 0.8637748
    PC19 <= -1.310209
    PC21 <= 0.9767466
    PC46 > 1.199227
    PC57 > -1.338277
    ->  class 1\|1  [0.961]

Rule 34/124: (61.1/1.5, lift 17.9)
    PC1 > -0.3900895
    PC2 <= 2.734492
    PC12 > 2.665643
    PC21 <= 0.9767466
    PC75 <= 0.5892207
    PC82 > 0.2073245
    ->  class 1\|1  [0.960]

Rule 34/125: (53.4/1.7, lift 17.7)
    PC1 > -0.3900895
    PC2 <= 2.734492
    PC4 <= 0.8386233
    PC21 <= 0.9767466
    PC23 <= -2.15646
    PC73 > -1.144135
    PC77 <= -0.06386657
    ->  class 1\|1  [0.950]

Rule 34/126: (17, lift 17.7)
    PC2 <= 2.734492
    PC4 > 0.8386233
    PC10 > 0.8814695
    PC16 <= 4.234647
    PC68 <= 1.05084
    PC88 > -0.1847392
    ->  class 1\|1  [0.947]

Rule 34/127: (133.4/6.9, lift 17.6)
    PC1 > -0.3900895
    PC3 <= 0.8637748
    PC6 > 4.347558
    PC8 <= 2.206323
    PC9 > -0.2464361
    PC12 <= 2.665643
    PC19 > -1.310209
    ->  class 1\|1  [0.942]

Rule 34/128: (16.2/0.1, lift 17.5)
    PC2 <= 2.734492
    PC3 > 0.8637748
    PC4 <= 0.8386233
    PC12 <= 0.8543217
    PC16 <= 0.8572028
    PC23 > -2.15646
    PC25 > 0.3001791
    ->  class 1\|1  [0.939]

Rule 34/129: (14, lift 17.4)
    PC2 <= 2.734492
    PC4 > 0.8386233
    PC9 > -1.915013
    PC12 <= 2.665643
    PC16 <= 4.234647
    PC68 > 1.05084
    ->  class 1\|1  [0.933]

Rule 34/130: (16.6/0.3, lift 17.4)
    PC1 > -0.3900895
    PC12 > 2.665643
    PC21 <= 0.9767466
    PC75 <= 0.5892207
    PC88 > 0.05749534
    ->  class 1\|1  [0.932]

Rule 34/131: (31.8/1.4, lift 17.3)
    PC1 > -0.3900895
    PC8 > -3.591267
    PC12 <= 0.8543217
    PC16 <= 0.8572028
    PC21 <= 0.9767466
    PC97 <= -2.044897
    ->  class 1\|1  [0.928]

Rule 34/132: (10.7, lift 17.2)
    PC2 > 2.734492
    PC3 > 1.640775
    PC11 <= -0.1177774
    PC15 > -0.7574617
    PC16 > -0.02748807
    ->  class 1\|1  [0.920]

Rule 34/133: (6.9, lift 16.5)
    PC1 > 7.833367
    PC8 > -3.591267
    PC10 <= -0.7514341
    PC29 <= -0.1040038
    ->  class 1\|1  [0.888]

Rule 34/134: (8.1/0.2, lift 16.4)
    PC3 > 0.8637748
    PC12 > 0.8543217
    PC12 <= 2.665643
    PC16 <= 0.8572028
    PC18 <= -0.0108911
    PC21 > -0.5923443
    PC44 > -0.8173597
    PC62 <= -0.2576277
    ->  class 1\|1  [0.881]

Rule 34/135: (119.6/15.9, lift 16.1)
    PC2 > 2.734492
    PC3 > 1.640775
    PC16 <= -0.02748807
    PC24 <= 3.013544
    PC37 <= 0.3320616
    PC49 <= -0.04830756
    PC54 > -0.824603
    PC96 <= 0.5008169
    ->  class 1\|1  [0.861]

Rule 34/136: (6.1/0.2, lift 15.8)
    PC1 > -0.3900895
    PC6 <= 5.1094
    PC12 > 2.665643
    PC15 > -1.265788
    PC21 <= 0.9767466
    PC75 <= 0.5892207
    ->  class 1\|1  [0.849]

Rule 34/137: (14.3/1.5, lift 15.7)
    PC2 > 2.734492
    PC3 > 1.640775
    PC15 > -0.7574617
    PC16 > -0.02748807
    PC66 > 0.5054383
    ->  class 1\|1  [0.844]

Rule 34/138: (17/2.2, lift 15.5)
    PC1 > -0.3900895
    PC2 <= 2.734492
    PC8 > -3.591267
    PC16 <= 0.8572028
    PC21 <= 0.9767466
    PC38 <= -0.5616332
    PC66 <= -0.1247848
    ->  class 1\|1  [0.831]

Rule 34/139: (10.9/3.3, lift 12.5)
    PC1 <= -0.3900895
    PC2 <= 2.734492
    PC8 > -0.5441133
    PC8 <= 1.287458
    PC36 > 0.7517435
    ->  class 1\|1  [0.668]

Rule 34/140: (115.7/0.2, lift 13.1)
    PC3 > 0.8637748
    PC11 <= -1.705041
    PC12 <= 2.665643
    PC16 > 0.8572028
    PC53 <= 1.044019
    ->  class 1\|2  [0.990]

Rule 34/141: (33.7, lift 12.9)
    PC1 > -0.3900895
    PC8 <= -3.591267
    PC50 <= -0.5416869
    ->  class 1\|2  [0.972]

Rule 34/142: (15.3, lift 12.5)
    PC1 > -0.3900895
    PC2 <= 2.734492
    PC8 <= -3.591267
    PC70 <= -0.6749045
    ->  class 1\|2  [0.942]

Rule 34/143: (44.7/2.5, lift 12.2)
    PC1 > 7.833367
    PC3 <= 1.480363
    PC8 > -3.591267
    PC10 <= -0.7514341
    PC29 > -0.1040038
    ->  class 1\|2  [0.925]

Rule 34/144: (179.3/18.8, lift 11.8)
    PC2 > 2.734492
    PC3 > 1.640775
    PC16 > -0.02748807
    PC83 > -0.01053991
    ->  class 1\|2  [0.891]

Rule 34/145: (219.4/24.9, lift 11.7)
    PC2 > 2.734492
    PC3 > 1.640775
    PC11 > -0.1177774
    PC15 > -0.7574617
    PC16 > -0.02748807
    PC66 <= 0.5054383
    ->  class 1\|2  [0.883]

Rule 34/146: (34.6/7.8, lift 10.1)
    PC2 > 2.734492
    PC3 > 1.640775
    PC54 <= -0.824603
    ->  class 1\|2  [0.760]

Rule 34/147: (68.6/23.7, lift 8.6)
    PC2 > 2.734492
    PC3 > 1.640775
    PC83 <= -0.4568406
    ->  class 1\|2  [0.649]

Rule 34/148: (3493.1/2362.9, lift 4.3)
    PC1 > -0.3900895
    PC2 <= 2.734492
    PC8 > -3.591267
    PC10 > -0.7514341
    ->  class 1\|2  [0.324]

Rule 34/149: (230.5/0.5, lift 14.3)
    PC2 <= 2.734492
    PC3 > 0.8637748
    PC4 <= 0.8386233
    PC5 <= 3.189565
    PC11 > -1.705041
    PC16 > 0.8572028
    PC20 > -1.560748
    PC28 <= -0.2225761
    PC74 > -1.954591
    PC100 <= 0.5062227
    ->  class 1\|3  [0.994]

Rule 34/150: (105.6, lift 14.3)
    PC2 > 2.734492
    PC3 > 1.640775
    PC15 <= -0.7574617
    PC76 > -1.371565
    PC83 <= -0.01053991
    ->  class 1\|3  [0.991]

Rule 34/151: (45.7, lift 14.1)
    PC3 > 0.8637748
    PC4 <= 0.8386233
    PC5 <= 3.189565
    PC16 > 0.8572028
    PC21 > 0.2642368
    ->  class 1\|3  [0.979]

Rule 34/152: (78.6/0.9, lift 14.1)
    PC2 <= 2.734492
    PC3 > 0.8637748
    PC4 > -1.728242
    PC12 <= 0.8543217
    PC13 > -0.1401909
    PC16 <= 0.8572028
    PC21 <= 0.9767466
    PC23 > -2.15646
    PC25 <= 0.3001791
    PC66 > -0.1247848
    PC71 <= 1.645404
    PC97 > -2.044897
    ->  class 1\|3  [0.976]

Rule 34/153: (45.6/0.2, lift 14.0)
    PC2 <= 2.734492
    PC3 > 0.8637748
    PC5 <= 3.189565
    PC16 > 0.8572028
    PC34 <= -0.7275577
    PC98 > -0.9144674
    ->  class 1\|3  [0.975]

Rule 34/154: (20.1, lift 13.7)
    PC2 <= 2.734492
    PC3 > 1.480363
    PC10 <= -0.7514341
    ->  class 1\|3  [0.955]

Rule 34/155: (552.5/27.6, lift 13.7)
    PC2 <= 2.734492
    PC3 > 0.8637748
    PC4 <= 0.8386233
    PC5 <= 3.189565
    PC12 <= 2.665643
    PC16 > 0.8572028
    PC17 > -0.5843091
    PC20 > -1.239455
    PC37 > -1.296795
    PC53 <= 1.044019
    PC74 > -1.954591
    PC100 <= 0.5062227
    ->  class 1\|3  [0.948]

Rule 34/156: (16.7, lift 13.6)
    PC1 > -0.3900895
    PC6 > 2.138717
    PC10 > -0.7514341
    PC14 > 1.227332
    PC21 > 0.9767466
    ->  class 1\|3  [0.946]

Rule 34/157: (27.7/1, lift 13.4)
    PC1 <= 1.450107
    PC2 <= 2.734492
    PC3 > 0.8637748
    PC4 <= 0.8386233
    PC12 <= 0.8543217
    PC16 <= 0.8572028
    PC25 <= 0.3001791
    PC66 > -0.1247848
    PC71 <= 1.645404
    ->  class 1\|3  [0.932]

Rule 34/158: (16.2/0.4, lift 13.3)
    PC2 > 2.734492
    PC3 > 1.640775
    PC15 <= -0.7574617
    PC82 > 0.01630287
    PC91 > -0.1491941
    ->  class 1\|3  [0.921]

Rule 34/159: (9.3, lift 13.1)
    PC2 <= 2.734492
    PC3 > 0.8637748
    PC5 <= 3.189565
    PC16 > 0.8572028
    PC53 <= 1.044019
    PC60 <= -0.8591987
    PC100 > 0.5062227
    ->  class 1\|3  [0.912]

Rule 34/160: (11.3/0.2, lift 13.1)
    PC1 > -0.3900895
    PC2 <= 2.734492
    PC3 <= 0.8637748
    PC9 > -0.2464361
    PC10 > -0.7514341
    PC19 > -1.310209
    PC21 <= 0.9767466
    PC27 > 0.34863
    PC96 > 0.1643588
    ->  class 1\|3  [0.910]

Rule 34/161: (8.3, lift 13.0)
    PC2 <= 2.734492
    PC3 > 0.8637748
    PC16 > 0.8572028
    PC65 > 1.019995
    ->  class 1\|3  [0.903]

Rule 34/162: (101.2/9, lift 13.0)
    PC2 > 2.734492
    PC3 > 1.640775
    PC15 <= -0.7574617
    PC91 <= -0.1491941
    ->  class 1\|3  [0.903]

Rule 34/163: (14.8/0.9, lift 12.8)
    PC1 > -0.3900895
    PC1 <= 7.833367
    PC8 > -3.591267
    PC9 <= -1.990747
    PC10 <= -0.7514341
    ->  class 1\|3  [0.887]

Rule 34/164: (6.6/1.1, lift 10.9)
    PC3 > 0.8637748
    PC12 > 0.8543217
    PC16 <= 0.8572028
    PC23 > -2.15646
    PC44 <= -0.8173597
    ->  class 1\|3  [0.757]

Rule 34/165: (9.7/3.7, lift 8.5)
    PC1 > -0.3900895
    PC12 > 2.665643
    PC21 <= 0.9767466
    PC75 > 0.5892207
    ->  class 1\|3  [0.593]

Rule 34/166: (109.3, lift 11.8)
    PC1 > -0.3900895
    PC8 > -3.591267
    PC9 <= 0.255966
    PC14 <= 0.2779754
    PC21 > 0.9767466
    PC71 > -0.6657452
    ->  class 2\|0  [0.991]

Rule 34/167: (755/40.2, lift 11.2)
    PC8 > 1.287458
    PC9 <= 3.152035
    PC11 > -0.4963262
    PC17 > -0.7005863
    PC21 > 0.1962566
    PC27 > -0.7343959
    PC30 <= 0.4241929
    PC31 > -0.9956874
    PC36 <= 0.3732723
    PC41 <= 1.301439
    PC46 <= 1.501285
    PC56 <= 0.2926674
    PC59 <= 0.2586897
    PC61 > -0.7454011
    PC63 <= 0.1414055
    PC74 > -0.6437991
    PC99 <= 1.290044
    ->  class 2\|0  [0.946]

Rule 34/168: (26.9/2, lift 10.6)
    PC1 <= -0.3900895
    PC2 <= 2.734492
    PC8 > -0.5441133
    PC19 > -3.03778
    PC32 > 1.07177
    PC44 <= 0.4799442
    PC52 > 0.1692262
    ->  class 2\|0  [0.895]

Rule 34/169: (255.9/34.8, lift 10.2)
    PC1 <= -0.3900895
    PC8 > -0.5441133
    PC19 <= -1.732441
    PC44 > 0.4799442
    ->  class 2\|0  [0.861]

Rule 34/170: (2130.3/1105, lift 5.7)
    PC1 <= -0.3900895
    PC3 > -1.68139
    PC8 > 1.287458
    ->  class 2\|0  [0.481]

Rule 34/171: (1425.7/910.2, lift 4.3)
    PC1 > -0.3900895
    PC2 <= 2.734492
    PC8 > -3.591267
    PC10 <= -0.7514341
    ->  class 2\|0  [0.362]

Rule 34/172: (156.8, lift 10.9)
    PC1 <= -0.3900895
    PC8 > 1.287458
    PC10 > -0.2289424
    PC12 <= 1.006911
    PC20 > 0.04402102
    PC37 > 0.01077121
    PC78 <= 0.6363984
    ->  class 2\|1  [0.993]

Rule 34/173: (115.7, lift 10.8)
    PC1 <= -0.3900895
    PC8 > 1.287458
    PC46 > -0.6744001
    PC57 > -0.7809986
    PC61 <= -0.7454011
    PC63 <= 0.1414055
    ->  class 2\|1  [0.992]

Rule 34/174: (100, lift 10.8)
    PC1 <= -0.3900895
    PC8 > 1.287458
    PC12 <= 1.006911
    PC20 > 0.04402102
    PC35 <= -0.3021385
    ->  class 2\|1  [0.990]

Rule 34/175: (169.2/0.7, lift 10.8)
    PC1 <= -0.3900895
    PC8 > 2.272961
    PC10 > -0.2289424
    PC12 <= 1.006911
    PC20 > 0.04402102
    PC40 > -1.644845
    ->  class 2\|1  [0.990]

Rule 34/176: (91.2, lift 10.8)
    PC1 <= -0.3900895
    PC8 > 1.287458
    PC30 > 0.4241929
    PC63 <= 0.1414055
    ->  class 2\|1  [0.989]

Rule 34/177: (73.1, lift 10.8)
    PC2 <= -9.55354
    ->  class 2\|1  [0.987]

Rule 34/178: (101.6/0.4, lift 10.8)
    PC1 <= -0.3900895
    PC8 > 1.287458
    PC9 <= 3.152035
    PC41 > 1.301439
    PC96 > -0.1801059
    ->  class 2\|1  [0.986]

Rule 34/179: (67.5, lift 10.8)
    PC1 <= -0.3900895
    PC2 <= 2.734492
    PC8 > -0.5441133
    PC12 <= -1.672451
    PC23 <= -0.2976879
    ->  class 2\|1  [0.986]

Rule 34/180: (58.6, lift 10.8)
    PC1 <= -0.3900895
    PC3 > -1.68139
    PC8 > 1.287458
    PC11 > -0.4963262
    PC41 <= 1.301439
    PC46 > -0.6744001
    PC56 > 0.2926674
    PC63 <= 0.1414055
    ->  class 2\|1  [0.983]

Rule 34/181: (52.3, lift 10.7)
    PC1 <= -0.3900895
    PC8 > 1.287458
    PC8 <= 2.272961
    PC10 > -0.2289424
    PC37 <= 0.01077121
    PC42 > -0.06094555
    ->  class 2\|1  [0.982]

Rule 34/182: (49.1, lift 10.7)
    PC1 <= -0.3900895
    PC2 <= 2.734492
    PC8 > -0.5441133
    PC8 <= 1.287458
    PC12 > -1.672451
    PC30 <= 0.4316063
    PC44 <= 0.4799442
    PC55 <= -0.5719663
    PC62 > -1.318669
    PC63 > -0.2255546
    PC89 <= 0.4015262
    ->  class 2\|1  [0.980]

Rule 34/183: (39.2, lift 10.7)
    PC1 <= -0.3900895
    PC8 > 1.287458
    PC27 <= -0.7343959
    PC70 > -0.04150526
    ->  class 2\|1  [0.976]

Rule 34/184: (77.7/1, lift 10.7)
    PC1 <= -0.3900895
    PC3 > -1.68139
    PC8 > 1.287458
    PC20 <= 0.04402102
    PC46 > 1.501285
    ->  class 2\|1  [0.975]

Rule 34/185: (34.6, lift 10.6)
    PC2 <= 2.734492
    PC8 > -0.5441133
    PC19 > -1.732441
    PC44 > 0.4799442
    PC58 > -0.08795696
    PC87 <= -0.6995752
    ->  class 2\|1  [0.973]

Rule 34/186: (35.1, lift 10.6)
    PC1 <= -0.3900895
    PC8 > 1.287458
    PC11 <= -0.9337804
    PC17 > -0.7005863
    PC20 <= 0.04402102
    ->  class 2\|1  [0.973]

Rule 34/187: (128.4/2.5, lift 10.6)
    PC1 <= -0.3900895
    PC8 > 1.287458
    PC20 <= 0.04402102
    PC55 <= 0.7306253
    PC59 > 0.2586897
    PC70 > -0.04150526
    ->  class 2\|1  [0.973]

Rule 34/188: (30.4, lift 10.6)
    PC1 <= -0.3900895
    PC2 <= 2.734492
    PC8 > -0.5441133
    PC8 <= 1.287458
    PC12 > -1.672451
    PC36 <= 0.7517435
    PC44 <= 0.4799442
    PC97 > 0.449579
    ->  class 2\|1  [0.969]

Rule 34/189: (82.9/1.7, lift 10.6)
    PC1 <= -0.3900895
    PC8 > 1.287458
    PC9 > 3.152035
    ->  class 2\|1  [0.968]

Rule 34/190: (68.2/1.8, lift 10.5)
    PC1 <= -0.3900895
    PC2 <= 2.734492
    PC8 > -0.5441133
    PC8 <= 1.287458
    PC32 > 1.07177
    PC36 <= 0.7517435
    PC52 <= 0.1692262
    ->  class 2\|1  [0.961]

Rule 34/191: (32.3/0.4, lift 10.5)
    PC1 <= -0.3900895
    PC8 > 1.287458
    PC20 <= 0.04402102
    PC57 <= -0.7809986
    ->  class 2\|1  [0.960]

Rule 34/192: (21.8, lift 10.5)
    PC1 > -0.3900895
    PC8 > -3.591267
    PC10 > -0.7514341
    PC14 > 0.2779754
    PC14 <= 1.227332
    PC21 > 0.9767466
    ->  class 2\|1  [0.958]

Rule 34/193: (19.1, lift 10.4)
    PC1 <= -0.3900895
    PC2 <= 2.734492
    PC8 > 0.9539154
    PC8 <= 1.287458
    PC44 > 0.4799442
    PC58 > -0.08795696
    ->  class 2\|1  [0.953]

Rule 34/194: (46.5/1.3, lift 10.4)
    PC1 <= -0.3900895
    PC2 <= 2.734492
    PC8 > -0.5441133
    PC8 <= 1.287458
    PC28 > 0.102115
    PC44 > 0.4799442
    ->  class 2\|1  [0.953]

Rule 34/195: (36.6/0.9, lift 10.4)
    PC1 <= -0.3900895
    PC8 > 1.287458
    PC17 > -0.7005863
    PC20 <= 0.04402102
    PC41 <= 1.301439
    PC74 <= -0.6437991
    ->  class 2\|1  [0.952]

Rule 34/196: (144.7/6.2, lift 10.4)
    PC1 <= -0.3900895
    PC8 > 1.287458
    PC20 > 0.04402102
    PC40 > -1.644845
    PC72 <= -0.227784
    ->  class 2\|1  [0.951]

Rule 34/197: (61.3/2.3, lift 10.4)
    PC1 <= -0.3900895
    PC8 > 1.287458
    PC11 > -0.9337804
    PC11 <= -0.4963262
    PC17 > -0.7005863
    PC46 > -0.6744001
    PC63 <= 0.1414055
    PC70 > -0.04150526
    ->  class 2\|1  [0.948]

Rule 34/198: (135.7/6.9, lift 10.3)
    PC1 <= -0.3900895
    PC2 <= 2.734492
    PC8 > -0.5441133
    PC30 > 0.4316063
    PC44 <= 0.4799442
    ->  class 2\|1  [0.943]

Rule 34/199: (94.6/4.5, lift 10.3)
    PC8 > 1.287458
    PC17 <= -0.7005863
    PC21 > 1.067859
    ->  class 2\|1  [0.943]

Rule 34/200: (47.6/2.2, lift 10.2)
    PC1 <= -0.3900895
    PC2 <= 2.734492
    PC8 > -0.5441133
    PC8 <= 1.287458
    PC44 <= 0.4799442
    PC53 <= -1.280072
    ->  class 2\|1  [0.936]

Rule 34/201: (13.3, lift 10.2)
    PC1 <= -0.3900895
    PC8 > 1.287458
    PC36 > 0.3732723
    PC70 > -0.04150526
    PC99 <= 1.290044
    ->  class 2\|1  [0.935]

Rule 34/202: (81.8/4.5, lift 10.2)
    PC1 <= -0.3900895
    PC8 > 1.287458
    PC20 <= 0.04402102
    PC21 <= 0.1962566
    PC39 > 0.08141311
    PC56 <= 0.2926674
    PC59 <= 0.2586897
    PC70 > -0.04150526
    ->  class 2\|1  [0.934]

Rule 34/203: (57.3/3, lift 10.2)
    PC1 <= -0.3900895
    PC2 <= 2.734492
    PC8 > -0.5441133
    PC11 > -0.9337804
    PC20 <= 0.04402102
    PC41 <= 1.301439
    PC57 > -0.7809986
    PC74 > -0.6437991
    PC99 > 1.290044
    ->  class 2\|1  [0.933]

Rule 34/204: (30.4/1.2, lift 10.2)
    PC1 <= -0.3900895
    PC2 <= 2.734492
    PC8 > -0.5441133
    PC19 > -1.732441
    PC44 > 0.4799442
    PC56 <= -0.747728
    PC58 <= -0.08795696
    ->  class 2\|1  [0.932]

Rule 34/205: (20.2/0.5, lift 10.2)
    PC1 <= -0.3900895
    PC2 <= 2.734492
    PC8 > -0.5441133
    PC8 <= 1.287458
    PC12 > -1.672451
    PC27 > 0.1327511
    PC36 <= 0.7517435
    PC89 > 0.4015262
    ->  class 2\|1  [0.931]

Rule 34/206: (11.1, lift 10.1)
    PC1 > -0.3900895
    PC1 <= 8.817184
    PC3 <= 0.8637748
    PC8 > -3.591267
    PC9 <= -0.2464361
    PC10 > -0.7514341
    PC19 > -1.310209
    PC87 <= -0.498421
    ->  class 2\|1  [0.924]

Rule 34/207: (26/1.1, lift 10.1)
    PC1 > -0.3900895
    PC8 > -3.591267
    PC21 > 0.9767466
    PC71 <= -0.6657452
    ->  class 2\|1  [0.924]

Rule 34/208: (110.6/8.5, lift 10.0)
    PC1 <= -0.3900895
    PC8 > 1.287458
    PC17 > -0.7005863
    PC20 <= 0.04402102
    PC41 <= 1.301439
    PC63 > 0.1414055
    PC80 <= 0.48292
    ->  class 2\|1  [0.916]

Rule 34/209: (24.6/1.3, lift 10.0)
    PC1 <= -0.3900895
    PC8 > 0.5112364
    PC8 <= 1.287458
    PC19 > -1.732441
    PC44 > 0.4799442
    PC58 <= -0.08795696
    ->  class 2\|1  [0.913]

Rule 34/210: (78.6/7.4, lift 9.8)
    PC1 <= -0.3900895
    PC2 <= 2.734492
    PC27 <= -0.7546553
    PC99 > 1.202765
    ->  class 2\|1  [0.895]

Rule 34/211: (35.7/5.6, lift 9.0)
    PC1 > -0.3900895
    PC1 <= 8.817184
    PC3 <= 0.8637748
    PC8 > 0.5831117
    PC9 <= -0.2464361
    PC21 <= 0.9767466
    ->  class 2\|1  [0.824]

Rule 34/212: (725.2/226, lift 7.5)
    PC1 <= -0.3900895
    PC2 <= 2.734492
    PC8 > -0.5441133
    PC12 > -1.672451
    PC32 <= 1.07177
    PC36 <= 0.7517435
    PC41 > -0.4888412
    PC44 <= 0.4799442
    PC46 > -0.9332971
    PC55 > -0.5719663
    PC63 > -0.2255546
    PC89 <= 0.4015262
    PC93 <= 0.5694886
    ->  class 2\|1  [0.688]

Rule 34/213: (66, lift 11.4)
    PC1 <= -0.3900895
    PC2 > -9.55354
    PC2 <= 2.734492
    PC8 > -0.5441133
    PC8 <= 0.02357382
    PC12 > -1.672451
    PC30 <= 0.4316063
    PC32 <= 1.07177
    PC36 <= 0.7517435
    PC44 <= 0.4799442
    PC55 > -0.5719663
    PC62 > -1.318669
    PC63 > -0.2255546
    PC72 <= 1.284492
    PC89 <= 0.4015262
    PC94 <= 0.4061756
    ->  class 2\|2  [0.985]

Rule 34/214: (63.4, lift 11.4)
    PC1 > -0.3900895
    PC1 <= 8.817184
    PC3 <= 0.8637748
    PC8 > -3.591267
    PC8 <= 0.5831117
    PC12 <= 2.665643
    PC19 > -1.310209
    PC21 <= 0.9767466
    PC47 <= -0.07842429
    PC85 <= -0.5519217
    PC87 > -0.498421
    ->  class 2\|2  [0.985]

Rule 34/215: (60.6, lift 11.4)
    PC1 <= -0.3900895
    PC8 <= -0.5441133
    PC12 <= 4.619146
    PC43 <= -1.576828
    PC57 <= 0.2623518
    PC64 > -0.3020408
    ->  class 2\|2  [0.984]

Rule 34/216: (51.9, lift 11.4)
    PC8 > -3.393956
    PC8 <= -0.5441133
    PC26 <= 3.100815
    PC38 > -0.6032428
    PC41 > 3.298649
    PC57 <= 0.2623518
    PC73 <= 1.315055
    ->  class 2\|2  [0.981]

Rule 34/217: (40.4, lift 11.3)
    PC2 <= 2.734492
    PC8 > -0.5441133
    PC8 <= 1.287458
    PC12 > -1.672451
    PC46 > -0.9332971
    PC55 > -0.5719663
    PC63 > -0.2255546
    PC93 > 0.5694886
    PC97 <= 0.449579
    ->  class 2\|2  [0.976]

Rule 34/218: (39.7, lift 11.3)
    PC1 <= -0.3900895
    PC2 > -9.55354
    PC2 <= 2.734492
    PC8 > -0.5441133
    PC8 <= 1.287458
    PC12 > -1.672451
    PC12 <= 1.804326
    PC32 <= 1.07177
    PC53 > -1.280072
    PC55 <= 0.5486237
    PC63 > -0.2255546
    PC69 > 0.1061335
    PC88 > -0.3488128
    PC94 <= 0.4061756
    ->  class 2\|2  [0.976]

Rule 34/219: (96.9/1.5, lift 11.3)
    PC1 <= -0.3900895
    PC2 > -9.55354
    PC8 > -0.5441133
    PC8 <= 1.287458
    PC30 <= 0.4316063
    PC32 <= 1.07177
    PC41 <= -0.4888412
    PC55 > -0.5719663
    PC62 > -1.318669
    PC63 > -0.2255546
    PC88 > -0.3488128
    PC89 <= 0.4015262
    PC97 <= 0.449579
    ->  class 2\|2  [0.975]

Rule 34/220: (34.7, lift 11.3)
    PC2 > -8.80423
    PC2 <= 2.734492
    PC6 <= 6.78757
    PC8 > -3.393956
    PC8 <= -0.5441133
    PC19 > -2.848473
    PC26 <= 3.100815
    PC27 <= -0.3814706
    PC38 > -0.6032428
    PC57 <= 0.2623518
    PC87 > 0.07173181
    ->  class 2\|2  [0.973]

Rule 34/221: (131.7/3.5, lift 11.2)
    PC1 <= -0.3900895
    PC6 <= 6.78757
    PC8 > -3.393956
    PC8 <= -0.5441133
    PC10 > -0.4849266
    PC19 > -2.848473
    PC35 <= 0.7092256
    PC38 > -0.6032428
    PC47 > -0.5152573
    PC57 > -0.1186391
    PC57 <= 0.2623518
    PC64 > -0.3020408
    PC85 <= 1.654441
    PC87 <= 0.07173181
    ->  class 2\|2  [0.966]

Rule 34/222: (113.9/3.1, lift 11.2)
    PC8 > -3.393956
    PC8 <= -0.5441133
    PC9 > 6.396509
    PC12 <= 4.619146
    PC19 > -2.848473
    PC57 <= 0.2623518
    PC73 <= 1.315055
    ->  class 2\|2  [0.965]

Rule 34/223: (74.6/1.8, lift 11.1)
    PC3 > -1.442713
    PC8 > 1.287458
    PC8 <= 2.272961
    PC18 > -0.3096196
    PC20 > 0.1088435
    PC35 > -0.3021385
    PC37 <= 0.01077121
    PC42 <= -0.06094555
    PC54 > -0.9593917
    PC72 > -0.227784
    ->  class 2\|2  [0.963]

Rule 34/224: (25.4, lift 11.1)
    PC8 > -3.393956
    PC8 <= -0.5441133
    PC9 > 11.4065
    PC32 <= 1.579936
    PC57 > 0.2623518
    ->  class 2\|2  [0.963]

Rule 34/225: (35.8/0.5, lift 11.1)
    PC1 <= -0.3900895
    PC2 <= 2.734492
    PC8 > -0.5441133
    PC8 <= 1.287458
    PC12 > -1.672451
    PC30 <= 0.4316063
    PC36 <= 0.7517435
    PC44 <= 0.4799442
    PC55 > -0.5719663
    PC63 > -0.2255546
    PC72 <= 1.284492
    PC89 <= 0.4015262
    PC93 <= -0.3095275
    PC94 <= 0.4061756
    ->  class 2\|2  [0.961]

Rule 34/226: (35.2/0.5, lift 11.1)
    PC1 <= -0.3900895
    PC2 <= 2.734492
    PC8 > -0.5441133
    PC8 <= 1.287458
    PC44 <= 0.4799442
    PC55 > -0.5719663
    PC74 <= -0.8045444
    PC94 <= 0.4061756
    ->  class 2\|2  [0.959]

Rule 34/227: (21.6, lift 11.1)
    PC1 <= -0.3900895
    PC2 <= 2.734492
    PC8 > -3.393956
    PC8 <= -0.5441133
    PC36 <= -1.352494
    ->  class 2\|2  [0.958]

Rule 34/228: (62.9/1.8, lift 11.1)
    PC1 <= -0.3900895
    PC2 <= 2.734492
    PC8 <= 1.287458
    PC12 > -1.672451
    PC32 <= 1.07177
    PC41 > -0.4888412
    PC44 <= 0.4799442
    PC46 > -0.4401321
    PC55 > -0.5719663
    PC63 > -0.2255546
    PC72 <= 1.284492
    PC76 <= -0.2760262
    PC97 <= 0.449579
    ->  class 2\|2  [0.957]

Rule 34/229: (20.7, lift 11.1)
    PC1 <= -0.3900895
    PC2 <= 2.734492
    PC8 > -0.5441133
    PC8 <= 1.287458
    PC12 > 1.804326
    PC30 <= 0.4316063
    PC44 <= 0.4799442
    PC55 > -0.5719663
    PC62 > -1.318669
    PC72 <= 1.284492
    PC89 <= 0.4015262
    PC94 <= 0.4061756
    ->  class 2\|2  [0.956]

Rule 34/230: (267.8/14.3, lift 10.9)
    PC1 <= -0.3900895
    PC2 > -8.80423
    PC2 <= 2.734492
    PC6 <= 6.78757
    PC8 > -3.393956
    PC8 <= -0.5441133
    PC12 <= 4.619146
    PC15 > -2.265892
    PC19 > -2.848473
    PC26 <= 3.100815
    PC33 > -0.400749
    PC37 > -0.801118
    PC38 > -0.6032428
    PC57 <= -0.1186391
    PC73 <= 1.315055
    ->  class 2\|2  [0.943]

Rule 34/231: (70.8/3.5, lift 10.9)
    PC2 > -8.80423
    PC2 <= 2.734492
    PC6 <= -0.2494149
    PC7 <= -0.3795443
    PC8 > -3.393956
    PC8 <= -0.5441133
    PC19 > -2.848473
    PC30 > 0.2690453
    PC49 <= 0.05632595
    ->  class 2\|2  [0.939]

Rule 34/232: (48.4/2.1, lift 10.9)
    PC1 <= -0.3900895
    PC2 <= 2.734492
    PC8 > -0.5441133
    PC8 <= 0.9539154
    PC19 > -1.732441
    PC28 <= 0.102115
    PC44 > 0.5355555
    PC58 > -0.08795696
    PC87 > -0.6995752
    ->  class 2\|2  [0.939]

Rule 34/233: (20.7/0.5, lift 10.8)
    PC1 <= -0.3900895
    PC2 <= 2.734492
    PC8 > -3.393956
    PC12 <= 4.619146
    PC38 > -0.6032428
    PC56 <= -0.7775978
    PC57 <= 0.2623518
    PC73 <= 1.315055
    ->  class 2\|2  [0.936]

Rule 34/234: (278.2/17.8, lift 10.8)
    PC1 <= -0.3900895
    PC2 <= -0.7700333
    PC8 > -0.5441133
    PC8 <= 1.287458
    PC12 <= -1.672451
    PC23 > -0.2976879
    PC44 <= 0.4799442
    PC53 > -1.280072
    ->  class 2\|2  [0.933]

Rule 34/235: (135/9.9, lift 10.7)
    PC1 <= -0.3900895
    PC2 <= 2.734492
    PC8 > -0.5441133
    PC8 <= 1.287458
    PC32 <= 1.07177
    PC44 <= 0.4799442
    PC46 > -0.4401321
    PC53 > -1.280072
    PC89 > 0.4015262
    PC97 <= 0.449579
    ->  class 2\|2  [0.921]

Rule 34/236: (9.1/0.2, lift 10.4)
    PC1 <= -0.3900895
    PC8 > -3.393956
    PC8 <= -0.5441133
    PC19 <= -2.848473
    PC57 <= -0.4370808
    ->  class 2\|2  [0.895]

Rule 34/237: (64/6, lift 10.3)
    PC1 <= -0.3900895
    PC8 > -3.393956
    PC8 <= -0.5441133
    PC17 > -0.3553776
    PC19 > 2.627846
    PC32 <= 1.579936
    ->  class 2\|2  [0.894]

Rule 34/238: (104.8/11.3, lift 10.2)
    PC8 > -3.393956
    PC8 <= -0.5441133
    PC19 > 3.164775
    PC57 <= 0.2623518
    PC64 > -0.3020408
    ->  class 2\|2  [0.885]

Rule 34/239: (84.4/11.3, lift 9.9)
    PC1 <= -0.3900895
    PC2 <= 2.734492
    PC6 <= -0.2494149
    PC7 > -0.3795443
    PC8 <= -0.5441133
    PC9 <= 11.4065
    PC19 > -2.848473
    PC49 <= 0.05632595
    PC77 > -0.6734199
    ->  class 2\|2  [0.858]

Rule 34/240: (4.8, lift 9.9)
    PC1 <= -0.3900895
    PC8 > 1.287458
    PC17 <= -0.7005863
    PC21 <= 1.067859
    ->  class 2\|2  [0.852]

Rule 34/241: (4.5, lift 9.8)
    PC2 <= 2.734492
    PC8 > -3.393956
    PC27 > -0.7546553
    PC71 > 11.85997
    ->  class 2\|2  [0.846]

Rule 34/242: (11.7/1.1, lift 9.8)
    PC1 <= -0.3900895
    PC2 <= 2.734492
    PC8 > -3.393956
    PC8 <= -0.5441133
    PC49 <= 0.05632595
    PC53 <= -1.430801
    PC57 > 0.2623518
    PC77 > -0.6734199
    ->  class 2\|2  [0.846]

Rule 34/243: (55.7/8.1, lift 9.7)
    PC2 <= 2.734492
    PC6 <= -0.2494149
    PC8 > -3.393956
    PC8 <= -0.5441133
    PC32 <= 1.579936
    PC49 <= 0.05632595
    PC57 > 0.2623518
    PC77 <= -0.6734199
    ->  class 2\|2  [0.842]

Rule 34/244: (67.3/12, lift 9.4)
    PC1 <= -0.3900895
    PC2 <= 2.734492
    PC3 > -1.68139
    PC20 > 0.04402102
    PC40 <= -1.644845
    ->  class 2\|2  [0.812]

Rule 34/245: (35.8/6.7, lift 9.2)
    PC1 <= -0.3900895
    PC2 <= 2.734492
    PC8 > -3.393956
    PC8 <= -0.5441133
    PC32 <= 1.579936
    PC52 <= -0.4758356
    ->  class 2\|2  [0.798]

Rule 34/246: (45.2/10.2, lift 8.8)
    PC1 <= -0.3900895
    PC2 <= 2.734492
    PC8 <= -0.5441133
    PC46 > 0.413817
    PC60 <= -0.7855141
    ->  class 2\|2  [0.762]

Rule 34/247: (36.6/17.8, lift 5.9)
    PC1 <= -0.3900895
    PC2 <= 2.734492
    PC8 > -3.393956
    PC8 <= -0.5441133
    PC28 > -0.2738551
    PC32 > 1.579936
    PC57 > 0.2623518
    ->  class 2\|2  [0.513]

Rule 34/248: (113.3, lift 8.5)
    PC1 <= -0.3900895
    PC8 <= -3.393956
    PC16 > 0.3730076
    PC53 <= 2.482198
    PC87 > -2.195476
    ->  class 2\|3  [0.991]

Rule 34/249: (90.3, lift 8.5)
    PC1 <= -0.3900895
    PC2 <= 2.734492
    PC8 > -3.393956
    PC8 <= -0.5441133
    PC11 <= -1.443844
    PC19 > -2.848473
    PC44 > 0.01600109
    PC45 <= 0.4991417
    PC96 > 0.2514117
    ->  class 2\|3  [0.989]

Rule 34/250: (67.2, lift 8.5)
    PC1 <= -0.3900895
    PC8 <= -3.393956
    PC93 <= 0.3298733
    PC94 > 0.8244115
    ->  class 2\|3  [0.986]

Rule 34/251: (66.3, lift 8.5)
    PC1 <= -0.3900895
    PC2 <= 2.734492
    PC8 <= -0.5441133
    PC9 <= 6.396509
    PC12 <= 4.619146
    PC47 <= -0.5152573
    PC57 > -0.1186391
    PC57 <= 0.2623518
    ->  class 2\|3  [0.985]

Rule 34/252: (51.2, lift 8.4)
    PC1 <= -0.3900895
    PC8 <= -3.393956
    PC46 > 0.413817
    PC60 > -0.7855141
    ->  class 2\|3  [0.981]

Rule 34/253: (364.7/11.7, lift 8.3)
    PC1 <= -0.3900895
    PC2 <= 2.734492
    PC6 > -0.2494149
    PC8 > -3.393956
    PC8 <= -0.5441133
    PC17 <= -0.3553776
    PC45 <= 0.4991417
    PC52 > -0.4758356
    PC57 > 0.2623518
    PC71 <= 11.85997
    ->  class 2\|3  [0.965]

Rule 34/254: (10.4, lift 7.9)
    PC1 > -0.3900895
    PC3 <= 0.8637748
    PC9 <= -0.2464361
    PC19 > -1.310209
    PC47 > -0.07842429
    PC85 <= -0.5519217
    ->  class 2\|3  [0.919]

Rule 34/255: (41.2/3.9, lift 7.6)
    PC1 > -0.3900895
    PC1 <= 8.817184
    PC3 <= 0.8637748
    PC8 > -3.591267
    PC8 <= 0.5831117
    PC9 <= -0.2464361
    PC19 > -1.310209
    PC85 > -0.5519217
    PC87 > -0.498421
    ->  class 2\|3  [0.888]

Rule 34/256: (6.8, lift 7.6)
    PC1 > -0.3900895
    PC3 <= 0.8637748
    PC8 <= -1.4394
    PC9 > -0.2464361
    PC19 > -1.310209
    ->  class 2\|3  [0.886]

Rule 34/257: (12456.2/10135, lift 1.6)
    PC2 <= 2.734492
    ->  class 2\|3  [0.186]

Rule 34/258: (171.7/1.2, lift 19.9)
    PC1 > -0.3900895
    PC2 <= 2.734492
    PC8 <= -3.591267
    PC14 <= 1.576791
    PC31 > -0.2692264
    PC43 > 0.002640024
    ->  class 2\|4  [0.987]

Rule 34/259: (176.6/2.2, lift 19.8)
    PC8 <= -3.393956
    PC16 <= 0.3730076
    PC22 > -1.646191
    PC44 > 0.9307793
    PC46 <= 0.413817
    PC89 <= 0.8710656
    PC96 <= 0.2890086
    ->  class 2\|4  [0.982]

Rule 34/260: (47, lift 19.8)
    PC1 <= -0.3900895
    PC8 > -3.393956
    PC8 <= -0.5441133
    PC14 > 0.5122371
    PC19 <= -2.848473
    PC57 > -0.4370808
    PC96 > 0.01124012
    ->  class 2\|4  [0.980]

Rule 34/261: (50.8/0.1, lift 19.7)
    PC8 <= -3.393956
    PC53 > 2.482198
    ->  class 2\|4  [0.979]

Rule 34/262: (48.4/1.2, lift 19.3)
    PC2 <= 2.734492
    PC8 <= -3.393956
    PC16 <= 0.3730076
    PC26 <= 3.239936
    PC44 > 0.1606775
    PC46 <= 0.413817
    PC72 > -0.4841204
    PC85 > -0.4749953
    PC93 > 0.3298733
    ->  class 2\|4  [0.956]

Rule 34/263: (133.1/8.3, lift 18.8)
    PC2 <= 2.734492
    PC7 > -3.133264
    PC8 <= -0.5441133
    PC16 <= 0.3730076
    PC26 <= 3.239936
    PC36 > 0.4829955
    PC46 <= 0.413817
    PC72 > -0.4841204
    PC85 > -0.4749953
    PC93 <= 0.3298733
    PC95 <= 0.05163285
    ->  class 2\|4  [0.932]

Rule 34/264: (394.6/29.3, lift 18.6)
    PC7 > -3.133264
    PC8 <= -3.393956
    PC16 <= 0.3730076
    PC22 > -1.646191
    PC36 <= 0.4829955
    PC41 <= 0.003444728
    PC45 <= 0.1540567
    PC46 <= 0.413817
    PC72 > -0.4841204
    PC85 > -0.4749953
    PC86 > -0.5817553
    PC89 <= 0.8710656
    PC93 <= 0.3298733
    PC94 <= 0.8244115
    PC95 <= 0.4698053
    PC96 <= 0.2890086
    ->  class 2\|4  [0.924]

Rule 34/265: (88/7, lift 18.4)
    PC1 <= -0.3900895
    PC6 > -0.2494149
    PC8 > -3.393956
    PC11 <= -1.443844
    PC17 > -0.3553776
    PC19 <= 2.627846
    PC22 > -0.7511848
    PC44 > 0.01600109
    ->  class 2\|4  [0.912]

Rule 34/266: (37.7/2.7, lift 18.3)
    PC1 <= -0.3900895
    PC8 <= -0.5441133
    PC19 <= -2.848473
    PC23 <= 1.170545
    PC96 <= 0.01124012
    ->  class 2\|4  [0.907]

Rule 34/267: (5.9, lift 17.6)
    PC1 <= -0.3900895
    PC2 <= 2.734492
    PC6 > -0.2494149
    PC8 <= -0.5441133
    PC29 <= 0.3446466
    PC45 > 0.4991417
    PC57 > 0.2623518
    ->  class 2\|4  [0.873]

Rule 34/268: (35.1/8.9, lift 14.8)
    PC8 <= -0.5441133
    PC9 <= 6.396509
    PC28 > -0.2738551
    PC38 <= -0.6032428
    PC52 <= -0.2863113
    PC57 <= 0.2623518
    PC73 <= 1.315055
    ->  class 2\|4  [0.734]

Rule 34/269: (26.7/11.8, lift 11.2)
    PC1 <= -0.3900895
    PC2 <= 2.734492
    PC8 <= -0.5441133
    PC9 <= 11.4065
    PC29 > 0.3446466
    PC52 > -0.4758356
    PC57 > 0.2623518
    ->  class 2\|4  [0.554]

Default class: 2\|3

-----  Trial 35:  -----

Rules:

Rule 35/1: (124.3, lift 14.6)
    PC9 > -0.3399072
    PC13 <= 0.4816275
    PC18 > 2.111802
    PC27 <= -0.7477313
    PC50 > -0.5393801
    PC93 > 0.5911301
    ->  class 0\|0  [0.992]

Rule 35/2: (157.4/1.3, lift 14.5)
    PC9 > -0.3399072
    PC18 > 2.111802
    PC27 <= -0.7477313
    PC56 <= 1.207356
    PC76 <= -0.5971516
    ->  class 0\|0  [0.985]

Rule 35/3: (55.2, lift 14.4)
    PC9 > -0.3399072
    PC18 > 2.111802
    PC21 <= -0.8659161
    PC93 > 0.657496
    ->  class 0\|0  [0.983]

Rule 35/4: (46, lift 14.4)
    PC2 > 2.526915
    PC9 > -0.3399072
    PC18 > 2.111802
    PC62 <= -1.128852
    PC80 > -0.1638486
    PC82 > -0.3786945
    ->  class 0\|0  [0.979]

Rule 35/5: (42.6, lift 14.3)
    PC8 > 0.2402447
    PC18 > 2.111802
    PC53 <= 1.213422
    PC82 > -0.3786945
    ->  class 0\|0  [0.978]

Rule 35/6: (41.2, lift 14.3)
    PC3 > -0.6814601
    PC18 > 2.111802
    PC22 <= 1.523485
    ->  class 0\|0  [0.977]

Rule 35/7: (44.3/0.1, lift 14.3)
    PC13 <= 0.4816275
    PC18 > 2.111802
    PC21 > -0.8659161
    PC27 <= -0.7477313
    PC53 > 1.213422
    PC56 <= 1.207356
    ->  class 0\|0  [0.976]

Rule 35/8: (262.6/6.4, lift 14.3)
    PC6 > -0.3998562
    PC9 > -0.3399072
    PC15 > -0.2930385
    PC18 > 2.111802
    PC22 > -0.4960029
    PC46 <= 0.2311679
    PC56 <= 1.207356
    PC80 <= -0.1638486
    ->  class 0\|0  [0.972]

Rule 35/9: (34.9, lift 14.3)
    PC9 > -0.3399072
    PC18 > 2.111802
    PC20 > 5.37556
    PC56 <= 1.207356
    ->  class 0\|0  [0.972]

Rule 35/10: (44.3/0.4, lift 14.2)
    PC2 > 2.526915
    PC9 > -0.3399072
    PC18 > 2.111802
    PC22 > 1.523485
    PC52 <= 3.92628
    PC80 > -0.1638486
    ->  class 0\|0  [0.971]

Rule 35/11: (106.4/2.7, lift 14.2)
    PC2 > 2.526915
    PC9 > -0.3399072
    PC13 > -0.9999362
    PC18 > 0.1693852
    PC18 <= 2.111802
    PC22 > -0.9856903
    PC42 <= 1.231999
    PC48 > 0.3453036
    PC87 <= 0.1198898
    ->  class 0\|0  [0.965]

Rule 35/12: (283.3/9.6, lift 14.1)
    PC9 > -0.3399072
    PC18 > 2.111802
    PC56 <= 1.207356
    PC82 <= -0.3786945
    PC99 <= 0.857768
    PC100 <= 0.8804412
    ->  class 0\|0  [0.963]

Rule 35/13: (70.9/1.9, lift 14.1)
    PC9 <= -0.3399072
    PC13 <= 11.33877
    PC14 > -2.881392
    PC18 > 4.159385
    PC36 > -3.027431
    PC57 > -2.686164
    PC74 > -0.2277975
    PC75 <= 1.190146
    PC82 <= 1.44563
    ->  class 0\|0  [0.960]

Rule 35/14: (306.5/15, lift 13.9)
    PC4 > -9.391271
    PC6 > -0.3998562
    PC9 > -0.3399072
    PC15 > -0.2930385
    PC18 > 2.111802
    PC22 > -0.4960029
    PC56 <= 1.207356
    PC76 <= -0.04087816
    PC80 <= -0.1638486
    PC91 <= 2.635925
    PC98 > -2.16219
    ->  class 0\|0  [0.948]

Rule 35/15: (309/15.7, lift 13.9)
    PC4 > -9.391271
    PC9 > -0.3399072
    PC15 > -0.2930385
    PC18 > 2.111802
    PC21 > -0.8659161
    PC22 > -0.4960029
    PC47 <= 0.632978
    PC56 <= 1.207356
    PC80 <= -0.1638486
    PC91 <= 2.635925
    PC98 > -2.16219
    ->  class 0\|0  [0.946]

Rule 35/16: (12.4, lift 13.7)
    PC9 > -0.3399072
    PC18 > 2.111802
    PC50 <= -0.5393801
    PC56 <= 1.207356
    PC80 > -0.1638486
    PC82 > -0.3786945
    ->  class 0\|0  [0.931]

Rule 35/17: (10.7, lift 13.5)
    PC2 > 2.526915
    PC9 > -0.3399072
    PC18 > 2.111802
    PC70 > 2.91589
    PC80 > -0.1638486
    ->  class 0\|0  [0.922]

Rule 35/18: (10.4, lift 13.5)
    PC2 > 2.526915
    PC9 > -0.3399072
    PC18 > 2.111802
    PC61 <= -1.199417
    PC80 > -0.1638486
    PC82 > -0.3786945
    ->  class 0\|0  [0.920]

Rule 35/19: (67.1/5.4, lift 13.3)
    PC9 > -0.3399072
    PC13 <= 0.4816275
    PC18 > 2.111802
    PC20 <= 5.37556
    PC21 > -0.8659161
    PC22 <= 1.523485
    PC50 > -0.5393801
    PC56 <= 1.207356
    PC82 > -0.3786945
    PC98 > -2.16219
    PC100 > 0.1796041
    ->  class 0\|0  [0.908]

Rule 35/20: (8.8, lift 13.3)
    PC2 > 2.526915
    PC3 <= 1.640775
    PC9 > -0.3399072
    PC13 > -0.9999362
    PC18 > 0.1693852
    PC28 <= -0.09942041
    PC86 <= -1.670154
    PC87 <= 0.1198898
    PC98 <= 0.9797398
    ->  class 0\|0  [0.907]

Rule 35/21: (7.6, lift 13.2)
    PC1 > -0.4596291
    PC2 > 2.526915
    PC3 <= 1.640775
    PC18 > 0.1693852
    PC18 <= 2.111802
    PC87 > 0.1198898
    PC89 > -0.8150468
    ->  class 0\|0  [0.896]

Rule 35/22: (73.4/6.8, lift 13.2)
    PC2 > 2.526915
    PC13 <= 0.4816275
    PC18 > 0.1693852
    PC27 <= -0.7477313
    PC50 > -0.5393801
    PC53 <= -0.6365137
    PC56 <= 1.207356
    ->  class 0\|0  [0.896]

Rule 35/23: (13.5/0.7, lift 13.1)
    PC2 > 2.526915
    PC9 > -0.3399072
    PC13 <= -0.9999362
    PC18 > 0.1693852
    PC22 > -0.9856903
    PC37 > 1.546067
    PC42 <= 1.231999
    PC89 > -0.8150468
    ->  class 0\|0  [0.893]

Rule 35/24: (22/1.6, lift 13.1)
    PC2 > 2.526915
    PC7 <= -0.7646611
    PC18 > -2.517164
    PC18 <= 0.1693852
    PC90 <= -1.863633
    ->  class 0\|0  [0.891]

Rule 35/25: (79.4/8.8, lift 12.9)
    PC2 > 2.526915
    PC3 <= 1.640775
    PC9 > -0.3399072
    PC13 > -0.9999362
    PC18 > 0.1693852
    PC18 <= 2.111802
    PC22 > -0.9856903
    PC28 > -0.09942041
    PC42 <= 1.231999
    PC87 <= 0.1198898
    PC89 > -0.8150468
    ->  class 0\|0  [0.880]

Rule 35/26: (4.7, lift 12.5)
    PC2 > 2.526915
    PC3 > 0.7363257
    PC3 <= 1.640775
    PC18 > 0.1693852
    ->  class 0\|0  [0.850]

Rule 35/27: (40.1/6.8, lift 12.0)
    PC9 > -0.3399072
    PC17 <= 0.163856
    PC18 > 2.111802
    PC21 > -0.8659161
    PC27 <= -0.7477313
    PC76 > -0.5971516
    PC100 <= 0.1796041
    ->  class 0\|0  [0.815]

Rule 35/28: (87.7, lift 11.9)
    PC2 > 2.526915
    PC3 > -1.789285
    PC3 <= 1.640775
    PC7 > -0.7646611
    PC13 <= 1.630104
    PC15 > -0.1307071
    PC18 > -1.136285
    PC18 <= 0.1693852
    PC28 <= 0.03125787
    PC71 > -0.2511004
    ->  class 0\|1  [0.989]

Rule 35/29: (36.8, lift 11.7)
    PC9 <= -0.3399072
    PC30 > 5.418328
    PC46 <= 2.26159
    ->  class 0\|1  [0.974]

Rule 35/30: (27.1, lift 11.6)
    PC9 > -0.3399072
    PC18 > 2.111802
    PC56 > 1.207356
    ->  class 0\|1  [0.966]

Rule 35/31: (21.6, lift 11.5)
    PC2 > 2.526915
    PC3 <= 1.640775
    PC7 > -0.7646611
    PC18 <= 0.1693852
    PC49 <= 1.357225
    PC78 > 2.983765
    PC78 <= 3.484366
    ->  class 0\|1  [0.958]

Rule 35/32: (45.3/1.1, lift 11.5)
    PC2 > 2.526915
    PC3 <= 1.640775
    PC4 > -9.391271
    PC6 <= -0.3998562
    PC15 > -0.2930385
    PC18 > 0.1693852
    PC21 > -0.8659161
    PC22 > -0.4960029
    PC47 > 0.632978
    PC52 <= 3.92628
    PC56 <= 1.207356
    ->  class 0\|1  [0.957]

Rule 35/33: (56/2.8, lift 11.3)
    PC2 > 2.526915
    PC3 <= 1.640775
    PC6 <= -1.508481
    PC18 <= 0.1693852
    PC41 > 0.3263518
    PC86 > -2.885532
    ->  class 0\|1  [0.934]

Rule 35/34: (84.3/4.7, lift 11.3)
    PC2 > 2.526915
    PC3 <= 1.640775
    PC6 > -1.443306
    PC7 <= -0.7646611
    PC18 > -2.517164
    PC18 <= 0.1693852
    PC28 <= 0.05628485
    PC59 > 0.3091582
    ->  class 0\|1  [0.934]

Rule 35/35: (10.7/0.1, lift 11.0)
    PC18 > 2.111802
    PC23 > 1.57966
    PC46 > 0.2311679
    PC82 > -0.3786945
    ->  class 0\|1  [0.911]

Rule 35/36: (7.9, lift 10.8)
    PC2 > 2.526915
    PC9 > -0.3399072
    PC18 > 0.1693852
    PC82 > -0.3786945
    PC91 > 2.635925
    ->  class 0\|1  [0.899]

Rule 35/37: (32/4, lift 10.3)
    PC9 <= -0.3399072
    PC14 > -2.881392
    PC18 > 3.380741
    PC82 > 1.44563
    ->  class 0\|1  [0.853]

Rule 35/38: (22.2/2.7, lift 10.2)
    PC2 > 2.526915
    PC3 <= 1.640775
    PC15 > -1.081157
    PC18 > -1.136285
    PC18 <= 0.1693852
    PC32 > 1.134811
    PC49 <= 1.357225
    PC81 > -2.322742
    ->  class 0\|1  [0.849]

Rule 35/39: (44.9/15.1, lift 7.9)
    PC4 <= -8.261679
    PC18 <= 0.1693852
    PC86 <= -0.7639993
    ->  class 0\|1  [0.656]

Rule 35/40: (3122.2/1776.6, lift 5.2)
    PC2 > 2.526915
    PC3 <= 1.640775
    PC18 > 0.1693852
    ->  class 0\|1  [0.431]

Rule 35/41: (97.3, lift 10.3)
    PC2 > 2.526915
    PC3 <= -1.789285
    PC15 > -1.081157
    PC18 > -1.136285
    PC18 <= 0.1693852
    PC20 <= 3.246065
    PC36 <= 1.597445
    PC42 > 0.7138991
    PC57 <= -0.3682081
    PC81 > -2.322742
    PC85 <= 0.3827494
    PC87 > -0.6135819
    ->  class 0\|2  [0.990]

Rule 35/42: (78.4, lift 10.3)
    PC2 > 2.526915
    PC9 > -0.3399072
    PC18 > 0.1693852
    PC18 <= 2.111802
    PC22 <= -0.07511854
    PC42 > 1.231999
    PC51 > -0.6064095
    ->  class 0\|2  [0.988]

Rule 35/43: (71.3, lift 10.3)
    PC4 <= 8.372863
    PC6 <= 0.2081154
    PC7 > -0.6041875
    PC10 <= -2.278349
    PC18 <= -1.136285
    PC62 > 0.7521885
    ->  class 0\|2  [0.986]

Rule 35/44: (56.7, lift 10.2)
    PC10 <= -2.278349
    PC18 <= -1.136285
    PC39 > -0.8742086
    PC49 <= 1.357225
    PC52 > 1.556669
    PC52 <= 2.900358
    ->  class 0\|2  [0.983]

Rule 35/45: (55.1, lift 10.2)
    PC7 > -0.7646611
    PC10 <= -2.278349
    PC18 <= -1.136285
    PC39 > -0.8742086
    PC78 <= 2.983765
    PC84 > 0.2153313
    PC87 > -0.1697736
    ->  class 0\|2  [0.982]

Rule 35/46: (66.3/0.3, lift 10.2)
    PC2 > 7.744671
    PC4 > -8.261679
    PC7 > -0.7646611
    PC18 <= 0.1693852
    PC30 <= 1.145533
    PC37 > -1.263481
    PC39 > -0.8742086
    PC49 <= 1.357225
    PC84 > -1.759813
    ->  class 0\|2  [0.981]

Rule 35/47: (44.5, lift 10.2)
    PC10 <= -2.278349
    PC18 <= 0.1693852
    PC33 > -2.059652
    PC48 > -0.5494591
    PC48 <= -0.4790415
    ->  class 0\|2  [0.979]

Rule 35/48: (54.3/0.3, lift 10.2)
    PC2 > 2.526915
    PC4 <= 8.372863
    PC7 > -0.6041875
    PC18 <= -1.136285
    PC37 <= -1.263481
    PC40 > -2.798079
    PC49 <= 1.357225
    PC51 > -0.6638723
    PC78 <= 2.983765
    ->  class 0\|2  [0.977]

Rule 35/49: (42.1, lift 10.2)
    PC7 > -0.7646611
    PC10 <= -2.278349
    PC18 <= -1.136285
    PC37 <= -0.7677401
    PC39 > -0.8742086
    PC48 > -0.5494591
    PC87 > -0.1697736
    ->  class 0\|2  [0.977]

Rule 35/50: (39.5, lift 10.2)
    PC7 > -0.7646611
    PC10 <= -2.278349
    PC18 <= -1.136285
    PC39 > -0.8742086
    PC52 <= 2.900358
    PC78 <= 2.983765
    PC87 > -0.1697736
    PC92 <= -0.5217429
    ->  class 0\|2  [0.976]

Rule 35/51: (77.6/1, lift 10.1)
    PC6 > -1.508481
    PC10 <= -2.278349
    PC18 <= -1.136285
    PC33 > -2.059652
    PC69 > 0.2057574
    PC78 <= 2.983765
    PC81 <= 0.5552702
    PC87 > -0.1697736
    ->  class 0\|2  [0.975]

Rule 35/52: (36.3, lift 10.1)
    PC4 <= -8.168219
    PC7 > -0.7646611
    PC10 > -2.278349
    ->  class 0\|2  [0.974]

Rule 35/53: (34.7, lift 10.1)
    PC4 <= -7.032351
    PC7 > -0.7646611
    PC10 > -2.278349
    PC30 <= 1.145533
    PC63 <= 1.220554
    PC90 > 0.2749726
    ->  class 0\|2  [0.973]

Rule 35/54: (45.9/0.3, lift 10.1)
    PC2 > 2.526915
    PC3 <= 1.640775
    PC7 > 0.2251046
    PC10 > 0.5627666
    PC18 > 0.1693852
    PC18 <= 3.380741
    PC30 <= 5.418328
    PC46 > 0.3174985
    PC46 <= 2.26159
    ->  class 0\|2  [0.973]

Rule 35/55: (53.4/0.6, lift 10.1)
    PC4 <= 8.372863
    PC6 <= 0.2081154
    PC7 > -0.7646611
    PC10 <= -2.278349
    PC18 <= -1.136285
    PC39 > -0.8742086
    PC61 <= -0.5075808
    ->  class 0\|2  [0.971]

Rule 35/56: (31.6, lift 10.1)
    PC2 > 2.526915
    PC3 > -1.789285
    PC3 <= 1.640775
    PC18 > -1.136285
    PC18 <= 0.1693852
    PC71 <= -0.2511004
    ->  class 0\|2  [0.970]

Rule 35/57: (30.7, lift 10.1)
    PC7 > -0.7646611
    PC10 <= -2.278349
    PC18 <= -1.136285
    PC78 <= 2.983765
    PC86 > 0.782567
    PC87 > -0.1697736
    ->  class 0\|2  [0.969]

Rule 35/58: (29.8, lift 10.1)
    PC2 > 2.526915
    PC14 <= -2.881392
    PC18 > 0.1693852
    PC46 <= 2.26159
    PC84 > -2.280101
    ->  class 0\|2  [0.969]

Rule 35/59: (71.7/1.6, lift 10.0)
    PC10 <= -2.278349
    PC18 <= -1.136285
    PC33 <= -1.41981
    PC81 <= 0.5552702
    PC82 > -0.2642329
    PC87 > -0.1697736
    ->  class 0\|2  [0.964]

Rule 35/60: (25.6, lift 10.0)
    PC13 > 1.630104
    PC15 > -0.1307071
    PC18 > -1.136285
    PC18 <= 0.1693852
    PC28 <= 0.03125787
    PC49 <= 1.357225
    ->  class 0\|2  [0.964]

Rule 35/61: (54.7/1.1, lift 10.0)
    PC7 > -0.6041875
    PC18 <= -1.136285
    PC30 > 1.145533
    PC37 <= 0.8286766
    PC40 > -2.798079
    PC52 <= 2.900358
    PC78 <= 2.983765
    PC93 > -1.092983
    ->  class 0\|2  [0.963]

Rule 35/62: (25, lift 10.0)
    PC2 > 2.526915
    PC3 <= 1.640775
    PC9 > -0.3399072
    PC18 > 0.1693852
    PC22 <= -0.9856903
    PC88 <= 0.0434694
    ->  class 0\|2  [0.963]

Rule 35/63: (65.2/1.6, lift 10.0)
    PC2 > 2.526915
    PC3 <= 1.640775
    PC6 > -1.508481
    PC6 <= 0.2081154
    PC7 > -0.7646611
    PC18 <= 0.1693852
    PC32 <= -1.720502
    PC40 > -2.798079
    PC48 > -0.9108552
    PC49 <= 1.357225
    ->  class 0\|2  [0.961]

Rule 35/64: (55.3/1.2, lift 10.0)
    PC2 > 2.526915
    PC3 > -1.789285
    PC3 <= 1.640775
    PC7 > -0.7646611
    PC15 > -1.081157
    PC18 > -1.136285
    PC18 <= 0.1693852
    PC28 > 0.03125787
    ->  class 0\|2  [0.961]

Rule 35/65: (17.5, lift 9.9)
    PC4 <= -7.032351
    PC6 > -0.4625012
    PC7 > -0.6041875
    PC10 > -2.278349
    ->  class 0\|2  [0.949]

Rule 35/66: (140.9/6.9, lift 9.8)
    PC4 > 8.372863
    PC18 <= -1.136285
    PC20 > -5.190274
    PC37 > -2.503764
    PC80 > -1.004166
    ->  class 0\|2  [0.945]

Rule 35/67: (190.1/9.7, lift 9.8)
    PC2 > 2.526915
    PC3 <= -1.789285
    PC4 > -8.261679
    PC7 > -0.7646611
    PC15 > -1.081157
    PC18 > -1.136285
    PC18 <= 0.1693852
    PC20 <= 3.246065
    PC28 <= 3.528283
    PC32 <= 1.134811
    PC39 > -1.79442
    PC42 <= 0.7138991
    PC47 <= 2.348332
    PC49 <= 1.357225
    PC85 > -3.028666
    ->  class 0\|2  [0.944]

Rule 35/68: (60.5/3.1, lift 9.7)
    PC7 > -0.7646611
    PC10 <= -2.278349
    PC18 <= -1.136285
    PC33 <= -2.059652
    PC39 > -0.8742086
    PC78 <= 2.983765
    ->  class 0\|2  [0.934]

Rule 35/69: (232.6/15.4, lift 9.7)
    PC2 > 2.526915
    PC3 <= 1.640775
    PC8 <= 0.0833162
    PC10 > 0.5627666
    PC11 <= 0.2325722
    PC18 > 0.1693852
    PC18 <= 3.380741
    PC30 <= 5.418328
    PC46 <= 0.3174985
    PC56 <= 6.393818
    PC84 > -2.280101
    ->  class 0\|2  [0.930]

Rule 35/70: (30.4/1.5, lift 9.6)
    PC4 <= -7.032351
    PC7 > -0.7646611
    PC10 > -2.278349
    PC63 <= 1.220554
    PC97 > 0.6195076
    ->  class 0\|2  [0.924]

Rule 35/71: (10.5, lift 9.6)
    PC2 > 2.526915
    PC7 > -0.7646611
    PC87 > -0.1697736
    PC87 <= -0.1685117
    ->  class 0\|2  [0.920]

Rule 35/72: (205.2/15.9, lift 9.6)
    PC4 > 7.155505
    PC10 > -2.278349
    PC30 <= 1.145533
    PC48 > -0.9108552
    PC49 <= 1.357225
    PC78 <= 2.983765
    PC84 > -1.759813
    ->  class 0\|2  [0.918]

Rule 35/73: (36.5/2.2, lift 9.5)
    PC6 <= 0.2081154
    PC7 > -0.7646611
    PC10 <= -2.278349
    PC18 <= 0.1693852
    PC33 > -2.059652
    PC37 > -1.263481
    PC48 > -0.5494591
    PC71 > 0.01246128
    PC81 <= 0.5552702
    PC87 > -0.1697736
    PC92 > -0.5217429
    ->  class 0\|2  [0.917]

Rule 35/74: (112.1/9, lift 9.5)
    PC2 > 2.526915
    PC3 <= 1.640775
    PC18 > 0.1693852
    PC18 <= 2.111802
    PC46 <= 2.26159
    PC89 <= -0.8150468
    ->  class 0\|2  [0.912]

Rule 35/75: (15.8/0.8, lift 9.3)
    PC2 > 2.526915
    PC3 <= 1.640775
    PC6 <= 0.2081154
    PC7 > -0.7646611
    PC18 <= -1.136285
    PC37 > -1.263481
    PC39 > -0.8742086
    PC48 > -0.9108552
    PC84 <= -1.759813
    ->  class 0\|2  [0.897]

Rule 35/76: (7.4, lift 9.3)
    PC4 > -8.168219
    PC4 <= -7.032351
    PC18 <= 0.1693852
    PC62 > 0.319868
    PC90 <= 0.2749726
    ->  class 0\|2  [0.894]

Rule 35/77: (16.4/1.1, lift 9.2)
    PC2 > 2.526915
    PC18 > 0.1693852
    PC74 > -0.2277975
    PC75 > 1.190146
    PC84 > -2.280101
    ->  class 0\|2  [0.885]

Rule 35/78: (58.4/7.6, lift 8.9)
    PC2 > 2.526915
    PC3 <= 1.640775
    PC10 > -2.278349
    PC18 <= -1.136285
    PC32 > 2.272622
    PC52 <= 2.900358
    ->  class 0\|2  [0.857]

Rule 35/79: (74/9.9, lift 8.9)
    PC9 <= -0.3399072
    PC13 > 11.33877
    PC18 > 0.1693852
    PC46 <= 2.26159
    PC84 > -2.280101
    ->  class 0\|2  [0.856]

Rule 35/80: (53.6/7.2, lift 8.9)
    PC2 > 2.526915
    PC3 > -1.789285
    PC3 <= 1.640775
    PC6 <= 0.2081154
    PC15 > -1.081157
    PC15 <= -0.1307071
    PC18 > -1.136285
    PC18 <= 0.1693852
    ->  class 0\|2  [0.853]

Rule 35/81: (72.2/10.9, lift 8.7)
    PC3 <= 1.640775
    PC7 > -0.7646611
    PC18 <= -1.136285
    PC37 > -1.263481
    PC39 > -0.8742086
    PC48 > -0.9108552
    PC49 <= 1.357225
    PC52 <= 2.900358
    PC57 > 1.474847
    PC78 <= 2.983765
    ->  class 0\|2  [0.839]

Rule 35/82: (144.4/25.4, lift 8.5)
    PC7 > -0.7646611
    PC7 <= -0.6041875
    PC11 > -0.6923844
    PC18 <= -1.136285
    PC40 > -2.798079
    PC59 <= 2.160545
    ->  class 0\|2  [0.820]

Rule 35/83: (3.5, lift 8.5)
    PC2 > 2.526915
    PC3 <= 1.640775
    PC7 > 2.374857
    ->  class 0\|2  [0.819]

Rule 35/84: (8111.1/6194.9, lift 2.5)
    PC2 > 2.526915
    ->  class 0\|2  [0.236]

Rule 35/85: (53.6, lift 11.4)
    PC2 > 2.526915
    PC3 <= 1.640775
    PC18 > 0.1693852
    PC46 > 2.26159
    ->  class 0\|3  [0.982]

Rule 35/86: (42.5, lift 11.3)
    PC6 > -1.508481
    PC7 <= -0.7646611
    PC18 <= -2.517164
    PC22 > 1.601186
    ->  class 0\|3  [0.978]

Rule 35/87: (37.2, lift 11.3)
    PC9 <= -0.3399072
    PC18 <= 3.380741
    PC56 > 6.393818
    PC84 > -2.280101
    ->  class 0\|3  [0.975]

Rule 35/88: (27.4, lift 11.2)
    PC3 <= 1.640775
    PC7 <= -0.7646611
    PC18 <= -2.517164
    PC33 <= -1.386284
    ->  class 0\|3  [0.966]

Rule 35/89: (70.9/2.1, lift 11.1)
    PC4 <= 8.372863
    PC6 > -1.508481
    PC10 <= -2.278349
    PC18 <= -1.136285
    PC32 > -1.720502
    PC33 > -2.059652
    PC52 <= 1.556669
    PC57 <= 1.474847
    PC62 <= 0.7521885
    PC87 <= -0.1697736
    ->  class 0\|3  [0.958]

Rule 35/90: (12.8, lift 10.8)
    PC2 > 2.526915
    PC3 <= 1.640775
    PC9 <= -0.3399072
    PC11 > 0.2325722
    PC18 <= 3.380741
    ->  class 0\|3  [0.932]

Rule 35/91: (11.1, lift 10.7)
    PC4 > 8.372863
    PC18 <= 0.1693852
    PC20 <= -5.190274
    ->  class 0\|3  [0.924]

Rule 35/92: (68.4/4.4, lift 10.7)
    PC2 > 2.526915
    PC3 <= 1.640775
    PC7 <= 0.2251046
    PC9 <= -0.3399072
    PC18 > 0.1693852
    PC18 <= 3.380741
    PC46 > 0.3174985
    ->  class 0\|3  [0.924]

Rule 35/93: (2941.8/1444.8, lift 5.9)
    PC2 > 2.526915
    PC3 <= 1.640775
    PC4 > -8.261679
    PC7 > -0.7646611
    PC18 <= 0.1693852
    ->  class 0\|3  [0.509]

Rule 35/94: (146/0.8, lift 24.0)
    PC2 > 2.526915
    PC13 > -0.1653859
    PC16 <= -5.244119
    PC33 > -0.5413352
    PC48 <= -0.143017
    ->  class 1\|0  [0.988]

Rule 35/95: (73.9, lift 24.0)
    PC1 > -0.3832309
    PC14 <= -1.848832
    PC94 <= -0.128393
    ->  class 1\|0  [0.987]

Rule 35/96: (90.5/1, lift 23.8)
    PC1 > -0.3832309
    PC6 <= -0.8999241
    PC7 > -0.8205907
    PC9 > 0.4176742
    PC16 > -0.9735159
    PC68 <= 1.082112
    ->  class 1\|0  [0.979]

Rule 35/97: (46.3, lift 23.8)
    PC2 > 2.526915
    PC3 > 1.640775
    PC16 <= 0.9750713
    PC37 > 0.08206944
    PC39 > 0.3032063
    PC66 > -0.191638
    PC96 <= -0.348525
    ->  class 1\|0  [0.979]

Rule 35/98: (35.2/0.2, lift 23.5)
    PC1 > -0.3832309
    PC6 > 5.1094
    PC16 <= -0.9735159
    PC19 > 0.1800062
    PC51 <= 1.156279
    PC62 <= -0.1577974
    ->  class 1\|0  [0.967]

Rule 35/99: (28.7/0.7, lift 23.0)
    PC2 > 2.526915
    PC3 > 1.640775
    PC16 <= 0.9750713
    PC24 > 3.045341
    PC28 <= 0.8983222
    PC56 <= 0.8806577
    ->  class 1\|0  [0.945]

Rule 35/100: (100/5.1, lift 22.9)
    PC1 > -0.3832309
    PC8 > -3.76792
    PC15 <= -3.933971
    PC16 <= -0.9735159
    ->  class 1\|0  [0.941]

Rule 35/101: (14.6, lift 22.8)
    PC1 > -0.3832309
    PC5 <= 8.487348
    PC6 > 5.1094
    PC8 > 0.9348119
    PC16 <= -0.9735159
    PC26 > -2.35901
    PC51 <= 1.156279
    ->  class 1\|0  [0.940]

Rule 35/102: (13.2, lift 22.7)
    PC2 <= 2.526915
    PC3 > -0.078421
    PC10 > -0.7764253
    PC18 <= 0.2112115
    PC43 > 0.1273351
    PC57 <= -1.697108
    ->  class 1\|0  [0.934]

Rule 35/103: (12.5, lift 22.6)
    PC1 > -0.3832309
    PC2 <= 2.526915
    PC3 <= -0.078421
    PC8 > -3.76792
    PC50 > 0.5827398
    ->  class 1\|0  [0.931]

Rule 35/104: (362.6/27.7, lift 22.4)
    PC1 > -0.3832309
    PC2 <= 2.526915
    PC5 <= 8.487348
    PC6 <= 5.1094
    PC8 > -3.76792
    PC16 <= -0.9735159
    PC19 > 0.1800062
    PC26 > -2.35901
    PC44 > -1.491744
    PC88 > -0.3333223
    PC91 > -0.4964139
    ->  class 1\|0  [0.921]

Rule 35/105: (6.5, lift 21.4)
    PC1 > -0.3832309
    PC6 > 5.1094
    PC16 <= -0.9735159
    PC19 > 0.1800062
    PC72 > 0.3253488
    ->  class 1\|0  [0.883]

Rule 35/106: (6.3, lift 21.4)
    PC2 > 2.526915
    PC3 > 1.640775
    PC6 > -2.338727
    PC16 <= 0.9750713
    PC28 <= 0.8983222
    PC37 > 0.08206944
    PC96 > -0.348525
    ->  class 1\|0  [0.879]

Rule 35/107: (15.2/1.1, lift 21.3)
    PC2 > 2.526915
    PC2 <= 2.818516
    PC3 > 1.640775
    PC6 > -2.338727
    PC16 <= 0.9750713
    PC37 > 0.08206944
    ->  class 1\|0  [0.878]

Rule 35/108: (5.7, lift 21.1)
    PC2 > 2.526915
    PC16 <= 0.9750713
    PC37 > 0.08206944
    PC37 <= 0.08318204
    ->  class 1\|0  [0.870]

Rule 35/109: (4.4, lift 20.5)
    PC2 > 2.526915
    PC3 > 1.640775
    PC6 > -2.338727
    PC16 <= 0.9750713
    PC30 > 0.6928266
    PC37 > 0.08206944
    ->  class 1\|0  [0.844]

Rule 35/110: (3.8, lift 20.1)
    PC1 > -0.3832309
    PC10 > -0.7764253
    PC16 <= -0.9735159
    PC46 > 0.2081933
    PC57 > 0.5142183
    ->  class 1\|0  [0.828]

Rule 35/111: (3.8, lift 20.1)
    PC2 > 2.526915
    PC3 > 1.640775
    PC6 > -2.338727
    PC37 > 0.08206944
    PC37 <= 0.1175027
    PC66 > -0.191638
    ->  class 1\|0  [0.828]

Rule 35/112: (43.9/6.9, lift 20.1)
    PC2 > 2.526915
    PC3 > 1.640775
    PC16 <= 0.9750713
    PC56 <= 0.8806577
    PC60 > 0.8443592
    ->  class 1\|0  [0.827]

Rule 35/113: (39.6/10.8, lift 17.4)
    PC2 > 2.526915
    PC3 > 1.640775
    PC16 > -5.244119
    PC16 <= 0.9750713
    PC56 > 0.8806577
    ->  class 1\|0  [0.715]

Rule 35/114: (10.3/3.6, lift 15.2)
    PC2 > 2.526915
    PC3 > 1.640775
    PC6 > -2.338727
    PC16 <= 0.9750713
    PC37 > 0.08206944
    PC53 <= -0.5305915
    ->  class 1\|0  [0.627]

Rule 35/115: (133.7, lift 13.5)
    PC1 > 10.04078
    PC6 <= -0.8999241
    PC9 <= 0.4176742
    PC10 > -0.7764253
    PC16 > -0.9735159
    PC50 <= 0.5827398
    PC82 <= 0.5533059
    ->  class 1\|1  [0.993]

Rule 35/116: (75.2, lift 13.4)
    PC1 > -0.3832309
    PC2 <= 2.526915
    PC10 > -0.7764253
    PC16 <= -0.9735159
    PC19 <= 0.1800062
    PC26 > -2.35901
    PC46 > 0.2081933
    PC57 <= 0.5142183
    ->  class 1\|1  [0.986]

Rule 35/117: (65.9, lift 13.4)
    PC5 > 8.487348
    PC16 <= -0.9735159
    PC19 > 0.1800062
    PC51 <= 1.156279
    PC65 > -0.5903159
    ->  class 1\|1  [0.985]

Rule 35/118: (157.5/1.8, lift 13.3)
    PC6 > 5.1094
    PC8 <= 0.9348119
    PC15 > -3.933971
    PC16 <= -0.9735159
    PC19 > 0.1800062
    PC62 > -0.1577974
    PC72 <= 0.3253488
    ->  class 1\|1  [0.982]

Rule 35/119: (46.4, lift 13.3)
    PC1 > 10.04078
    PC6 <= -0.8999241
    PC8 > -3.76792
    PC16 > -0.9735159
    PC68 > 1.082112
    PC82 <= 0.5533059
    ->  class 1\|1  [0.979]

Rule 35/120: (21.1, lift 13.0)
    PC1 > -0.3832309
    PC8 > -3.76792
    PC16 <= -0.9735159
    PC19 > 0.1800062
    PC91 <= -0.4964139
    ->  class 1\|1  [0.957]

Rule 35/121: (28.3/0.4, lift 12.9)
    PC2 > 1.267695
    PC2 <= 2.526915
    PC18 <= 0.2112115
    PC43 <= 0.1273351
    PC45 <= -0.4530378
    ->  class 1\|1  [0.954]

Rule 35/122: (14.3/0.6, lift 12.2)
    PC1 > -0.3832309
    PC2 <= 2.526915
    PC6 <= 3.396852
    PC10 > -0.7764253
    PC16 <= -0.9735159
    PC19 <= 0.1800062
    PC26 > -2.35901
    PC46 <= 0.2081933
    PC51 <= 1.156279
    ->  class 1\|1  [0.901]

Rule 35/123: (10.7/0.3, lift 12.1)
    PC1 > -0.3832309
    PC5 <= 8.487348
    PC6 <= 5.1094
    PC8 > -3.76792
    PC16 <= -0.9735159
    PC26 > -2.35901
    PC44 <= -1.491744
    PC51 <= 1.156279
    ->  class 1\|1  [0.894]

Rule 35/124: (68.8/10.8, lift 11.3)
    PC3 > 0.8448048
    PC16 > -0.9735159
    PC16 <= 0.9295007
    PC19 > -3.317877
    PC43 > 0.1273351
    PC57 > -1.697108
    PC79 > 0.1227254
    ->  class 1\|1  [0.833]

Rule 35/125: (10.6/2.1, lift 10.2)
    PC1 > -0.3832309
    PC8 > -3.76792
    PC14 > -1.848832
    PC16 > -0.9735159
    PC43 <= 0.1273351
    PC45 > -0.4530378
    PC48 > 0.6985834
    ->  class 1\|1  [0.755]

Rule 35/126: (37.6/8.8, lift 10.2)
    PC1 > -0.3832309
    PC3 > -0.078421
    PC14 <= -1.848832
    PC16 > -0.9735159
    PC94 > -0.128393
    ->  class 1\|1  [0.753]

Rule 35/127: (128.8/45.8, lift 8.7)
    PC1 > -0.3832309
    PC16 > -0.9735159
    PC18 > 0.2112115
    PC31 > 0.4556565
    ->  class 1\|1  [0.642]

Rule 35/128: (180.7/75.5, lift 7.9)
    PC1 > -0.3832309
    PC2 <= 2.526915
    PC3 > -0.078421
    PC3 <= 0.8448048
    PC10 > -0.7764253
    PC14 > -1.848832
    PC18 <= 0.2112115
    PC19 > -3.317877
    PC43 > 0.1273351
    ->  class 1\|1  [0.581]

Rule 35/129: (1596.8/755.6, lift 7.1)
    PC2 > 2.526915
    PC3 > 1.640775
    ->  class 1\|1  [0.527]

Rule 35/130: (175.3, lift 14.3)
    PC2 <= 2.526915
    PC7 <= -2.813764
    PC8 > -3.76792
    PC10 > -0.7764253
    PC14 > -1.848832
    PC16 > -0.9735159
    PC18 <= 0.2112115
    PC45 > -0.4530378
    PC65 <= 0.2479686
    ->  class 1\|2  [0.994]

Rule 35/131: (401/1.4, lift 14.3)
    PC2 <= 2.526915
    PC3 > 0.8448048
    PC14 > -1.848832
    PC16 > -0.9735159
    PC18 <= 0.2112115
    PC19 > -3.317877
    PC43 > 0.1273351
    PC65 <= 1.026918
    PC79 <= 0.1227254
    ->  class 1\|2  [0.994]

Rule 35/132: (244.4/0.6, lift 14.3)
    PC2 <= 2.526915
    PC3 > -0.078421
    PC14 > -1.848832
    PC15 <= 3.967575
    PC16 > 0.9295007
    PC18 <= 0.2112115
    PC19 > -3.317877
    PC43 > 0.1273351
    PC56 > -0.581781
    PC65 <= 1.026918
    ->  class 1\|2  [0.993]

Rule 35/133: (105.1, lift 14.2)
    PC2 <= 1.267695
    PC3 > -0.078421
    PC14 > -1.848832
    PC16 > -0.9735159
    PC18 <= 0.2112115
    PC45 <= -0.4530378
    ->  class 1\|2  [0.991]

Rule 35/134: (69.5, lift 14.2)
    PC1 > -0.3832309
    PC13 <= -0.02280826
    PC16 > -0.9735159
    PC18 <= 0.2112115
    PC43 <= 0.1273351
    PC100 <= -1.181732
    ->  class 1\|2  [0.986]

Rule 35/135: (70.2, lift 14.2)
    PC2 > 2.526915
    PC3 > 1.640775
    PC16 > 0.9750713
    PC80 > 0.4327551
    ->  class 1\|2  [0.986]

Rule 35/136: (64, lift 14.1)
    PC1 > -0.3832309
    PC2 <= 2.526915
    PC3 > -0.078421
    PC10 > -0.7764253
    PC14 > -1.848832
    PC16 > -0.9735159
    PC43 <= 0.1273351
    PC45 > -0.4530378
    PC65 <= -0.1751853
    ->  class 1\|2  [0.985]

Rule 35/137: (116/0.9, lift 14.1)
    PC6 > 3.396852
    PC16 <= -0.9735159
    PC19 <= 0.1800062
    PC26 > -2.35901
    PC46 <= 0.2081933
    ->  class 1\|2  [0.984]

Rule 35/138: (191.9/3, lift 14.1)
    PC3 > 8.882779
    PC16 > 0.9750713
    PC25 <= 0.5086704
    ->  class 1\|2  [0.979]

Rule 35/139: (40.2, lift 14.0)
    PC1 > 10.04078
    PC3 <= -0.078421
    PC6 > -0.8999241
    PC16 > -0.9735159
    ->  class 1\|2  [0.976]

Rule 35/140: (69.2/0.8, lift 14.0)
    PC1 > -0.3832309
    PC2 <= 2.526915
    PC16 <= -0.9735159
    PC51 > 1.156279
    ->  class 1\|2  [0.974]

Rule 35/141: (91/2.7, lift 13.8)
    PC2 > 2.526915
    PC3 > 1.640775
    PC5 > -6.652731
    PC16 > 0.9750713
    PC65 <= -0.1121874
    ->  class 1\|2  [0.960]

Rule 35/142: (36.1/0.7, lift 13.7)
    PC2 > 2.526915
    PC3 > 1.640775
    PC16 > 0.9750713
    PC82 <= -0.5222538
    ->  class 1\|2  [0.956]

Rule 35/143: (32.8/0.6, lift 13.7)
    PC2 <= 2.526915
    PC3 > -0.078421
    PC14 > -1.848832
    PC16 > -0.9735159
    PC25 > 0.3525581
    PC43 <= 0.1273351
    PC45 > -0.4530378
    ->  class 1\|2  [0.953]

Rule 35/144: (28.3/0.7, lift 13.6)
    PC2 > 2.526915
    PC3 <= 8.882779
    PC5 <= -6.652731
    PC16 > 0.9750713
    ->  class 1\|2  [0.944]

Rule 35/145: (67.7/3, lift 13.5)
    PC1 > -0.3832309
    PC5 > 8.487348
    PC65 <= -0.5903159
    ->  class 1\|2  [0.943]

Rule 35/146: (114/6.5, lift 13.4)
    PC1 > -0.3832309
    PC2 <= 2.526915
    PC3 > -0.078421
    PC7 > -2.813764
    PC13 <= -0.384605
    PC14 > -1.848832
    PC43 <= 0.1273351
    ->  class 1\|2  [0.935]

Rule 35/147: (125.5/9, lift 13.2)
    PC2 <= 2.526915
    PC7 <= -2.813764
    PC14 > -1.848832
    PC18 <= 0.2112115
    PC25 <= 0.3525581
    PC29 > 0.2892257
    PC45 > -0.4530378
    ->  class 1\|2  [0.921]

Rule 35/148: (120.6/11.4, lift 12.9)
    PC1 > -0.3832309
    PC2 <= 2.526915
    PC3 > -0.078421
    PC18 <= 0.2112115
    PC41 <= 0.2128842
    PC48 <= 0.6985834
    PC61 > 0.7978884
    ->  class 1\|2  [0.899]

Rule 35/149: (6.6, lift 12.7)
    PC1 > -0.3832309
    PC2 <= 2.526915
    PC3 > -0.078421
    PC16 > -0.9735159
    PC18 <= 0.2112115
    PC37 > 0.8930859
    PC43 <= 0.1273351
    PC100 > -1.181732
    ->  class 1\|2  [0.884]

Rule 35/150: (156.6/17.7, lift 12.7)
    PC1 > -0.3832309
    PC3 > -0.078421
    PC10 > -0.7764253
    PC14 > -1.848832
    PC16 > -0.9735159
    PC18 <= 0.2112115
    PC25 <= 0.3525581
    PC37 <= 0.8930859
    PC41 <= 0.2128842
    PC48 <= 0.6985834
    PC100 > 0.5641209
    ->  class 1\|2  [0.882]

Rule 35/151: (29.6/3.7, lift 12.2)
    PC2 > 2.526915
    PC3 > 1.640775
    PC55 <= -0.152291
    PC96 > 2.240402
    ->  class 1\|2  [0.852]

Rule 35/152: (33.8/4.5, lift 12.2)
    PC2 <= 2.526915
    PC8 > -3.76792
    PC10 <= -0.7764253
    PC46 > 0.52592
    ->  class 1\|2  [0.847]

Rule 35/153: (36.4/6.1, lift 11.7)
    PC3 > 1.640775
    PC16 <= 0.9750713
    PC37 <= 0.08206944
    PC60 <= 0.8443592
    PC83 <= -0.5388398
    ->  class 1\|2  [0.816]

Rule 35/154: (19.8/3.6, lift 11.3)
    PC1 > -0.3832309
    PC8 <= -3.76792
    PC19 <= -1.527043
    ->  class 1\|2  [0.789]

Rule 35/155: (6.1/1.1, lift 10.7)
    PC2 > 2.526915
    PC3 > 1.640775
    PC16 <= 0.9750713
    PC17 > 1.243297
    ->  class 1\|2  [0.745]

Rule 35/156: (23.5/7.2, lift 9.7)
    PC1 > -0.3832309
    PC2 <= 2.526915
    PC8 > -3.76792
    PC10 <= -0.7764253
    PC59 <= -0.7051447
    ->  class 1\|2  [0.679]

Rule 35/157: (194.9/0.3, lift 12.3)
    PC2 > 2.526915
    PC3 > 1.640775
    PC3 <= 8.882779
    PC5 > -6.652731
    PC16 > 0.9750713
    PC65 > -0.1121874
    PC80 <= 0.4327551
    PC82 > -0.5222538
    ->  class 1\|3  [0.994]

Rule 35/158: (4966.9/3559.5, lift 3.5)
    PC1 > -0.3832309
    PC2 <= 2.526915
    ->  class 1\|3  [0.283]

Rule 35/159: (333/0.3, lift 13.8)
    PC1 <= -0.3832309
    PC8 > 2.595427
    PC12 > -1.301862
    PC34 <= -0.2744651
    PC60 > -0.3927776
    ->  class 2\|0  [0.996]

Rule 35/160: (233.7, lift 13.8)
    PC8 > 2.595427
    PC12 > -1.301862
    PC21 > 1.077927
    PC23 <= 0.3033478
    PC28 > -0.0712323
    PC46 <= 1.19159
    PC59 <= 0.3309951
    PC60 > -0.4618319
    PC70 <= 0.155108
    PC90 <= 0.310613
    ->  class 2\|0  [0.996]

Rule 35/161: (286.9/0.5, lift 13.8)
    PC1 <= -0.3832309
    PC8 > 2.595427
    PC12 > -1.301862
    PC19 <= -0.1023379
    PC21 > -0.248798
    PC34 <= -0.2744651
    PC52 <= 0.02677046
    ->  class 2\|0  [0.995]

Rule 35/162: (146.8/1, lift 13.7)
    PC8 > 2.595427
    PC12 > -1.301862
    PC21 > 0.009400972
    PC30 <= 0.4605063
    PC34 > -0.2744651
    PC46 <= 1.19159
    PC52 <= 0.2500502
    PC59 <= 0.3309951
    PC70 <= 0.155108
    PC90 > 0.3370343
    ->  class 2\|0  [0.987]

Rule 35/163: (70.9/0.4, lift 13.6)
    PC1 <= -0.3832309
    PC8 > 2.595427
    PC21 > -0.248798
    PC32 > 1.822898
    ->  class 2\|0  [0.981]

Rule 35/164: (33, lift 13.5)
    PC1 <= -0.3832309
    PC2 <= 2.526915
    PC8 > -0.2273773
    PC8 <= 2.595427
    PC20 > 0.002271837
    PC31 <= -0.2166641
    PC44 > 0.6074791
    ->  class 2\|0  [0.971]

Rule 35/165: (84.7/2.3, lift 13.4)
    PC1 > -0.3832309
    PC1 <= 10.04078
    PC2 <= 2.526915
    PC3 <= -0.078421
    PC8 > -1.203757
    PC10 > -0.7764253
    PC16 > -0.9735159
    PC21 > 0.5895286
    PC62 <= 0.002563498
    PC71 > -0.7803868
    ->  class 2\|0  [0.962]

Rule 35/166: (175.3/8.5, lift 13.2)
    PC8 > 2.595427
    PC12 > -1.301862
    PC18 <= 0.06693633
    PC21 > 0.009400972
    PC23 <= 0.3033478
    PC30 <= 0.4605063
    PC46 <= 1.19159
    PC59 <= 0.3309951
    PC60 > -0.4618319
    PC70 <= 0.155108
    PC90 <= 0.310613
    ->  class 2\|0  [0.946]

Rule 35/167: (21.1/0.6, lift 13.0)
    PC1 <= -0.3832309
    PC8 > 2.595427
    PC10 <= -0.1611113
    PC46 > 1.19159
    ->  class 2\|0  [0.932]

Rule 35/168: (13.5/0.3, lift 12.7)
    PC1 <= -0.3832309
    PC8 > 2.595427
    PC12 <= -1.301862
    PC21 > -0.248798
    PC49 <= -0.5984049
    ->  class 2\|0  [0.916]

Rule 35/169: (6.2, lift 12.2)
    PC1 <= -0.3832309
    PC2 <= 2.526915
    PC8 > -0.2273773
    PC43 <= -0.3795367
    PC44 > 0.6074791
    ->  class 2\|0  [0.879]

Rule 35/170: (140.6/17.8, lift 12.1)
    PC1 <= -0.3832309
    PC6 > -1.381578
    PC8 > 1.146677
    PC8 <= 2.595427
    PC10 <= -0.1414053
    PC12 > -0.9405744
    PC49 > -0.6082963
    PC94 <= 0.2319233
    PC98 <= 0.1994362
    ->  class 2\|0  [0.868]

Rule 35/171: (25.3/3.8, lift 11.4)
    PC1 > -0.3832309
    PC8 > -3.76792
    PC16 <= -0.9735159
    PC19 > -0.3016072
    PC26 <= -2.35901
    ->  class 2\|0  [0.823]

Rule 35/172: (17.5/3.2, lift 10.9)
    PC1 <= -0.3832309
    PC2 <= 2.526915
    PC8 > -0.2273773
    PC10 > -0.1414053
    PC31 > -0.2166641
    PC44 > 0.6074791
    PC79 > 0.158768
    ->  class 2\|0  [0.787]

Rule 35/173: (113.1, lift 10.8)
    PC1 <= -0.3832309
    PC2 <= 2.526915
    PC8 > -0.2273773
    PC8 <= 2.595427
    PC22 > -0.8724027
    PC44 <= 0.6074791
    PC99 > 1.046133
    ->  class 2\|1  [0.991]

Rule 35/174: (108.1, lift 10.8)
    PC1 <= -0.3832309
    PC2 <= 2.526915
    PC8 > -1.418475
    PC12 > -1.214694
    PC73 <= -1.499911
    ->  class 2\|1  [0.991]

Rule 35/175: (200.2/1, lift 10.8)
    PC1 <= -0.3832309
    PC8 > 0.8014222
    PC8 <= 2.595427
    PC10 > -0.1414053
    PC22 > -0.8724027
    PC44 <= 0.6074791
    PC52 > -0.1797146
    PC65 <= 0.3414987
    PC70 <= 0.2800672
    PC78 <= 0.640906
    ->  class 2\|1  [0.990]

Rule 35/176: (69.2, lift 10.7)
    PC1 <= -0.3832309
    PC8 > 2.595427
    PC10 > -0.1611113
    PC34 > -0.2744651
    PC46 > 1.19159
    ->  class 2\|1  [0.986]

Rule 35/177: (66.6, lift 10.7)
    PC1 <= -0.3832309
    PC8 > 0.7184346
    PC8 <= 2.595427
    PC28 <= 0.07658381
    PC32 <= 1.070283
    PC44 <= 0.3712398
    PC91 <= -0.1430711
    ->  class 2\|1  [0.985]

Rule 35/178: (120.4/0.8, lift 10.7)
    PC1 <= -0.3832309
    PC8 > 2.595427
    PC19 > -0.1023379
    PC60 <= -0.3927776
    ->  class 2\|1  [0.985]

Rule 35/179: (59.8, lift 10.7)
    PC1 <= -0.3832309
    PC8 > 2.595427
    PC21 > -0.248798
    PC23 > 0.3033478
    PC34 > -0.2744651
    PC90 <= 0.3370343
    ->  class 2\|1  [0.984]

Rule 35/180: (52.2, lift 10.7)
    PC1 <= -0.3832309
    PC2 <= 2.526915
    PC8 > 0.7184346
    PC22 <= -0.8724027
    PC81 <= -0.200227
    ->  class 2\|1  [0.982]

Rule 35/181: (44.3, lift 10.6)
    PC1 <= -0.3832309
    PC8 > 2.595427
    PC21 <= 0.009400972
    PC34 > -0.2744651
    PC59 <= 0.3309951
    ->  class 2\|1  [0.978]

Rule 35/182: (147/2.4, lift 10.6)
    PC1 <= -0.3832309
    PC2 <= 2.526915
    PC8 > -0.2273773
    PC8 <= 2.595427
    PC10 > -0.1414053
    PC22 > -0.8724027
    PC44 <= 0.6074791
    PC61 <= 1.294614
    PC89 <= -0.3028118
    ->  class 2\|1  [0.977]

Rule 35/183: (93.6/1.2, lift 10.6)
    PC1 <= -0.3832309
    PC8 > 2.595427
    PC21 > -0.248798
    PC34 > -0.2744651
    PC60 <= -0.4618319
    PC90 <= 0.3370343
    ->  class 2\|1  [0.977]

Rule 35/184: (40.4, lift 10.6)
    PC1 <= -0.3832309
    PC6 > -3.446353
    PC8 > 0.7184346
    PC8 <= 2.595427
    PC10 > -0.1414053
    PC28 <= 0.07658381
    PC44 <= 0.6074791
    PC100 > 0.4336561
    ->  class 2\|1  [0.976]

Rule 35/185: (72.6/1, lift 10.6)
    PC1 <= -0.3832309
    PC8 > 0.7184346
    PC8 <= 2.595427
    PC10 > -0.1414053
    PC44 > 0.3712398
    PC44 <= 0.6074791
    ->  class 2\|1  [0.973]

Rule 35/186: (220.6/5.1, lift 10.6)
    PC1 <= -0.3832309
    PC8 > 0.8014222
    PC8 <= 2.595427
    PC10 > -0.1414053
    PC22 > -0.8724027
    PC44 <= 0.6074791
    PC52 > -0.1797146
    PC61 <= 1.294614
    PC70 <= 0.2800672
    PC78 <= 0.640906
    PC89 <= 0.1369932
    ->  class 2\|1  [0.973]

Rule 35/187: (35.4, lift 10.6)
    PC1 <= -0.3832309
    PC8 > 2.595427
    PC18 > 0.06693633
    PC21 <= 1.077927
    PC34 > -0.2744651
    PC90 <= 0.310613
    ->  class 2\|1  [0.973]

Rule 35/188: (82.8/1.5, lift 10.6)
    PC1 <= -0.3832309
    PC8 > 2.595427
    PC12 > -1.301862
    PC52 > 0.02677046
    PC60 <= -0.3927776
    ->  class 2\|1  [0.970]

Rule 35/189: (30.6, lift 10.5)
    PC1 <= -0.3832309
    PC2 <= 2.526915
    PC8 > -0.2273773
    PC10 > -0.1414053
    PC22 <= -0.8724027
    PC32 > 1.070283
    PC44 <= 0.6074791
    ->  class 2\|1  [0.969]

Rule 35/190: (22.4, lift 10.4)
    PC1 <= -0.3832309
    PC8 > 1.146677
    PC8 <= 2.595427
    PC10 <= -0.1414053
    PC94 > 0.2319233
    ->  class 2\|1  [0.959]

Rule 35/191: (73.8/2.4, lift 10.4)
    PC1 <= -0.3832309
    PC8 > 2.595427
    PC34 > -0.2744651
    PC70 > 0.155108
    ->  class 2\|1  [0.955]

Rule 35/192: (17.8, lift 10.3)
    PC1 > -0.3832309
    PC8 > -3.76792
    PC21 > 0.5895286
    PC71 <= -0.7803868
    ->  class 2\|1  [0.949]

Rule 35/193: (15.5, lift 10.3)
    PC1 <= -0.3832309
    PC8 > 2.595427
    PC30 > 0.4605063
    ->  class 2\|1  [0.943]

Rule 35/194: (138.1/7.2, lift 10.2)
    PC1 <= -0.3832309
    PC8 > 0.257856
    PC8 <= 2.595427
    PC9 > -3.60995
    PC10 > -0.1414053
    PC24 <= 1.019644
    PC31 > -0.2166641
    PC43 > -0.3795367
    PC44 > 0.6074791
    PC79 <= 0.158768
    ->  class 2\|1  [0.942]

Rule 35/195: (15, lift 10.2)
    PC1 <= -0.3832309
    PC8 > 0.7184346
    PC19 <= -2.164653
    PC22 <= -0.8724027
    ->  class 2\|1  [0.941]

Rule 35/196: (14.2, lift 10.2)
    PC1 > 10.04078
    PC3 <= -0.078421
    PC8 > -3.76792
    PC16 > -0.9735159
    PC82 > 0.5533059
    ->  class 2\|1  [0.938]

Rule 35/197: (23.4/0.7, lift 10.1)
    PC1 <= -0.3832309
    PC8 > 0.7184346
    PC22 <= -0.8724027
    PC71 <= -1.279115
    ->  class 2\|1  [0.933]

Rule 35/198: (12.7, lift 10.1)
    PC1 <= -0.3832309
    PC8 > 2.595427
    PC34 > -0.2744651
    PC52 > 0.2500502
    ->  class 2\|1  [0.932]

Rule 35/199: (29.4/1.2, lift 10.1)
    PC1 <= -0.3832309
    PC8 > 2.595427
    PC28 <= -0.0712323
    PC34 > -0.2744651
    ->  class 2\|1  [0.930]

Rule 35/200: (12.4, lift 10.1)
    PC1 <= -0.3832309
    PC2 <= 2.526915
    PC8 > 0.7184346
    PC22 <= -0.8724027
    PC28 <= 0.07658381
    PC30 > 0.2191813
    ->  class 2\|1  [0.928]

Rule 35/201: (11.9, lift 10.1)
    PC1 <= -0.3832309
    PC2 <= 2.526915
    PC6 <= -1.381578
    PC8 > -0.2273773
    PC8 <= 2.595427
    PC10 <= -0.1414053
    ->  class 2\|1  [0.928]

Rule 35/202: (195.5/14.2, lift 10.0)
    PC1 <= -0.3832309
    PC2 <= 2.526915
    PC8 > -0.2273773
    PC8 <= 2.595427
    PC10 > -0.1414053
    PC19 > -1.069618
    PC22 > -0.8724027
    PC29 <= 0.1693019
    PC31 > -0.5475109
    PC44 <= 0.6074791
    PC61 <= 0.9144659
    PC63 <= 0.1488699
    PC64 <= 0.829024
    ->  class 2\|1  [0.923]

Rule 35/203: (10.3, lift 10.0)
    PC1 > -0.3832309
    PC1 <= 10.04078
    PC3 <= -0.078421
    PC10 > -0.7764253
    PC21 > 0.5895286
    PC62 > 0.002563498
    ->  class 2\|1  [0.918]

Rule 35/204: (35.1/2.4, lift 9.9)
    PC1 <= -0.3832309
    PC2 <= 2.526915
    PC8 > -0.2273773
    PC20 > -0.03699335
    PC28 <= 0.07658381
    PC44 <= 0.6074791
    PC69 > -0.01434799
    PC95 <= -0.2191248
    ->  class 2\|1  [0.908]

Rule 35/205: (30.4/2.3, lift 9.8)
    PC1 <= -0.3832309
    PC8 > 2.595427
    PC34 > -0.2744651
    PC90 > 0.310613
    PC90 <= 0.3370343
    ->  class 2\|1  [0.898]

Rule 35/206: (41.2/3.4, lift 9.8)
    PC1 <= -0.3832309
    PC8 > 1.146677
    PC8 <= 2.595427
    PC10 <= -0.1414053
    PC12 <= -0.9405744
    ->  class 2\|1  [0.898]

Rule 35/207: (7.5, lift 9.7)
    PC1 <= -0.3832309
    PC2 <= 2.526915
    PC8 > -0.2273773
    PC8 <= 0.7184346
    PC20 <= -0.03699335
    PC22 <= -0.8724027
    PC69 > -0.01434799
    ->  class 2\|1  [0.894]

Rule 35/208: (19.3/1.5, lift 9.6)
    PC1 > -0.3832309
    PC1 <= 10.04078
    PC3 <= -0.078421
    PC10 > -0.7764253
    PC16 > -0.9735159
    PC21 <= 0.5895286
    PC33 > 0.304576
    PC46 > -1.335901
    PC83 <= -0.04257414
    ->  class 2\|1  [0.884]

Rule 35/209: (6.5, lift 9.6)
    PC1 <= -0.3832309
    PC2 <= 2.526915
    PC8 > -0.2273773
    PC8 <= 2.595427
    PC10 <= -0.1414053
    PC49 <= -0.6082963
    ->  class 2\|1  [0.882]

Rule 35/210: (5.7, lift 9.5)
    PC1 <= -0.3832309
    PC2 <= 2.526915
    PC3 <= -1.267245
    PC73 <= -1.499911
    ->  class 2\|1  [0.870]

Rule 35/211: (133.8/17.7, lift 9.4)
    PC1 <= -0.3832309
    PC8 > 2.595427
    PC12 <= -1.301862
    ->  class 2\|1  [0.862]

Rule 35/212: (51/7.9, lift 9.0)
    PC1 <= -0.3832309
    PC2 <= 2.526915
    PC8 > -0.2273773
    PC8 <= 1.146677
    PC10 <= -0.1414053
    PC24 > -0.7785779
    PC42 > -1.036101
    PC48 > -0.1171398
    ->  class 2\|1  [0.832]

Rule 35/213: (40.7/6.2, lift 9.0)
    PC1 <= -0.3832309
    PC2 <= 2.526915
    PC8 > 1.146677
    PC8 <= 2.595427
    PC10 <= -0.1414053
    PC98 > 0.1994362
    ->  class 2\|1  [0.831]

Rule 35/214: (28.2/4.9, lift 8.7)
    PC1 <= -0.3832309
    PC8 > -0.2273773
    PC8 <= 0.8014222
    PC19 <= -1.069618
    PC22 > -0.8724027
    PC44 <= 0.6074791
    ->  class 2\|1  [0.803]

Rule 35/215: (35.6/7.8, lift 8.3)
    PC1 <= -0.3832309
    PC2 <= 2.526915
    PC8 > -2.684477
    PC8 <= -0.2273773
    PC33 <= -0.444202
    PC73 > -1.499911
    PC86 > 0.9884446
    ->  class 2\|1  [0.767]

Rule 35/216: (13.1/2.7, lift 8.2)
    PC1 > -0.3832309
    PC1 <= 10.04078
    PC2 <= 2.526915
    PC3 <= -0.078421
    PC16 > -0.9735159
    PC21 <= 0.5895286
    PC26 <= 0.1608871
    PC83 <= -0.04257414
    ->  class 2\|1  [0.755]

Rule 35/217: (40/12.4, lift 7.4)
    PC1 <= -2.520147
    PC8 > -2.684477
    PC8 <= -0.2273773
    PC33 > -0.444202
    PC73 > -1.499911
    PC81 > -0.7498337
    PC87 <= -0.7578653
    ->  class 2\|1  [0.681]

Rule 35/218: (29.7/9.5, lift 7.3)
    PC1 <= -0.3832309
    PC2 <= 2.526915
    PC33 > -0.444202
    PC34 > -0.5644171
    PC43 > -1.508996
    PC60 <= 0.08336897
    PC73 > -1.499911
    PC81 > 0.5977508
    PC99 > -1.607944
    ->  class 2\|1  [0.668]

Rule 35/219: (50.4, lift 12.0)
    PC1 > -0.3832309
    PC1 <= 10.04078
    PC3 <= -0.078421
    PC10 > -0.7764253
    PC16 > -0.9735159
    PC21 <= 0.5895286
    PC26 > 0.1608871
    PC33 <= 0.304576
    PC46 > -1.335901
    PC77 > -0.6802832
    PC97 <= 1.238189
    ->  class 2\|2  [0.981]

Rule 35/220: (90.5/0.8, lift 12.0)
    PC1 <= -0.3832309
    PC2 <= -2.271731
    PC8 > -2.234265
    PC8 <= -0.2273773
    PC19 > -1.041761
    PC26 <= 2.75342
    PC33 > -0.444202
    PC44 <= 0.4486594
    PC60 > 0.08336897
    PC73 > -1.499911
    PC74 <= 0.256224
    PC77 <= 0.3316039
    ->  class 2\|2  [0.980]

Rule 35/221: (31/0.1, lift 11.8)
    PC2 <= 2.526915
    PC8 <= -0.2273773
    PC18 > 0.6495851
    PC34 > -0.5644171
    PC44 <= 0.4486594
    PC47 > -0.7832964
    PC77 <= 0.3316039
    PC87 > -0.7578653
    PC93 <= 1.962432
    ->  class 2\|2  [0.965]

Rule 35/222: (110.6/3.6, lift 11.7)
    PC1 <= -0.3832309
    PC2 <= 2.526915
    PC8 > -2.684477
    PC8 <= -0.2273773
    PC33 > -0.444202
    PC43 <= -1.508996
    PC47 > -0.7896059
    PC73 > -1.499911
    ->  class 2\|2  [0.959]

Rule 35/223: (19.5, lift 11.7)
    PC1 <= -0.3832309
    PC2 <= 2.526915
    PC8 > -2.684477
    PC14 <= -1.848327
    PC19 > -1.041761
    PC44 <= 0.4486594
    PC47 > -0.7832964
    PC60 > 0.08336897
    PC73 > -1.499911
    PC93 <= 1.962432
    ->  class 2\|2  [0.954]

Rule 35/224: (38.3/4.5, lift 10.6)
    PC8 > -2.684477
    PC8 <= -0.2273773
    PC19 > -1.041761
    PC26 > 2.75342
    PC33 > -0.444202
    PC47 > -0.7832964
    PC60 > 0.08336897
    PC87 > -0.7578653
    ->  class 2\|2  [0.863]

Rule 35/225: (6859.8/5403.1, lift 2.6)
    PC1 <= -0.3832309
    PC2 <= 2.526915
    ->  class 2\|2  [0.212]

Rule 35/226: (222.1/0.4, lift 8.9)
    PC1 <= -0.3832309
    PC2 <= 2.526915
    PC8 > -2.684477
    PC8 <= -0.2273773
    PC14 > -1.848327
    PC18 <= 0.6495851
    PC19 > -1.041761
    PC26 <= 2.75342
    PC33 > -0.444202
    PC43 > -1.508996
    PC47 > -0.7832964
    PC60 > 0.08336897
    PC74 > 0.256224
    PC82 <= -0.1640429
    ->  class 2\|3  [0.994]

Rule 35/227: (149.8/0.4, lift 8.9)
    PC1 <= -0.3832309
    PC8 <= -2.684477
    PC46 > -0.7873852
    PC54 <= -0.6117583
    PC73 > -1.499911
    PC85 <= 0.5326701
    PC94 <= 0.8244115
    ->  class 2\|3  [0.991]

Rule 35/228: (178/0.9, lift 8.9)
    PC1 <= -0.3832309
    PC2 <= 2.526915
    PC8 > -2.684477
    PC8 <= -0.2273773
    PC19 > -1.041761
    PC26 <= 2.75342
    PC33 > -0.444202
    PC44 > 0.4486594
    PC47 > -0.7832964
    PC60 > 0.08336897
    PC73 > -1.499911
    PC73 <= 1.431922
    PC87 > -0.7578653
    PC93 <= 1.962432
    ->  class 2\|3  [0.989]

Rule 35/229: (75.9, lift 8.8)
    PC1 <= -0.3832309
    PC8 > -2.684477
    PC8 <= -2.234265
    PC33 > -0.444202
    PC47 > -0.7832964
    PC60 > 0.08336897
    PC74 <= 0.256224
    ->  class 2\|3  [0.987]

Rule 35/230: (71.9, lift 8.8)
    PC8 > -2.684477
    PC8 <= -0.2273773
    PC11 <= -0.228067
    PC47 <= -0.7832964
    PC48 <= 0.245552
    PC52 > -0.04803789
    PC60 > 0.08336897
    PC87 > -0.7578653
    PC90 > 0.2148222
    ->  class 2\|3  [0.986]

Rule 35/231: (70.7, lift 8.8)
    PC1 <= -0.3832309
    PC8 <= -2.684477
    PC19 <= 2.625054
    PC46 > 0.4325333
    PC64 <= -0.1822279
    ->  class 2\|3  [0.985]

Rule 35/232: (222.7/2.7, lift 8.8)
    PC2 <= 2.526915
    PC8 <= -3.424934
    PC17 <= 0.120281
    PC19 > -1.504036
    PC65 <= 3.897452
    PC85 <= 0.5326701
    ->  class 2\|3  [0.983]

Rule 35/233: (67.4/0.2, lift 8.8)
    PC2 <= 2.526915
    PC8 <= -2.684477
    PC46 <= 0.4325333
    PC73 > -1.499911
    PC85 <= 0.5326701
    PC94 > 0.8244115
    ->  class 2\|3  [0.982]

Rule 35/234: (43.1, lift 8.8)
    PC8 <= -3.424934
    PC24 <= -0.04093142
    PC49 <= -0.4326419
    ->  class 2\|3  [0.978]

Rule 35/235: (40.4, lift 8.8)
    PC1 <= -0.3832309
    PC2 <= 2.526915
    PC8 <= -0.2273773
    PC16 > 1.520959
    PC60 <= 0.08336897
    PC73 > -1.499911
    PC87 > -0.7578653
    ->  class 2\|3  [0.976]

Rule 35/236: (31.9, lift 8.7)
    PC1 > -0.3832309
    PC2 <= 2.526915
    PC8 <= -3.76792
    PC43 <= -0.1397224
    ->  class 2\|3  [0.971]

Rule 35/237: (146/3.3, lift 8.7)
    PC1 <= -0.3832309
    PC2 <= 2.526915
    PC8 > -2.684477
    PC8 <= -0.2273773
    PC26 <= 2.75342
    PC32 <= 1.30989
    PC33 > -0.444202
    PC43 > -1.508996
    PC44 <= 0.4486594
    PC47 > -0.7832964
    PC60 > 0.08336897
    PC77 > 0.3316039
    PC93 <= 1.962432
    ->  class 2\|3  [0.971]

Rule 35/238: (32.5, lift 8.7)
    PC1 <= -0.3832309
    PC2 <= 2.526915
    PC8 <= -0.2273773
    PC33 > -0.444202
    PC47 <= -0.7832964
    PC48 <= 0.245552
    PC90 <= -0.3420283
    ->  class 2\|3  [0.971]

Rule 35/239: (30.1, lift 8.7)
    PC1 <= 10.04078
    PC2 <= 2.526915
    PC3 <= -0.078421
    PC10 > -0.7764253
    PC16 > -0.9735159
    PC21 <= 0.5895286
    PC97 > 1.238189
    ->  class 2\|3  [0.969]

Rule 35/240: (29.5, lift 8.7)
    PC1 <= -0.3832309
    PC2 <= 2.526915
    PC3 > -1.267245
    PC8 <= -1.418475
    PC9 <= 6.080766
    PC73 <= -1.499911
    ->  class 2\|3  [0.968]

Rule 35/241: (27.8, lift 8.7)
    PC1 <= -0.3832309
    PC2 <= 2.526915
    PC8 <= -0.2273773
    PC16 <= 1.520959
    PC33 > -0.444202
    PC37 <= 0.4143222
    PC43 > -1.508996
    PC87 > -0.7578653
    PC99 <= -1.607944
    ->  class 2\|3  [0.966]

Rule 35/242: (141.8/4.1, lift 8.6)
    PC2 <= 2.526915
    PC8 <= -3.424934
    PC19 > -1.504036
    PC46 <= 0.4325333
    PC66 <= 0.197227
    PC85 <= 0.5326701
    PC93 > 0.3211098
    ->  class 2\|3  [0.965]

Rule 35/243: (25.2, lift 8.6)
    PC1 > -0.3832309
    PC1 <= 10.04078
    PC2 <= 2.526915
    PC3 <= -0.078421
    PC10 > -0.7764253
    PC16 > -0.9735159
    PC21 <= 0.5895286
    PC46 > -1.335901
    PC83 > -0.04257414
    ->  class 2\|3  [0.963]

Rule 35/244: (85.1/2.3, lift 8.6)
    PC1 <= -0.3832309
    PC2 <= 2.526915
    PC8 > -2.684477
    PC8 <= -0.2273773
    PC19 <= -1.041761
    PC33 > -0.444202
    PC34 > -0.5644171
    PC43 > -1.508996
    PC47 > -0.7832964
    PC60 > 0.08336897
    PC93 <= 1.962432
    ->  class 2\|3  [0.962]

Rule 35/245: (20.2, lift 8.6)
    PC1 > -0.3832309
    PC8 <= -3.76792
    PC14 > 1.576791
    PC19 > -1.527043
    ->  class 2\|3  [0.955]

Rule 35/246: (313.8/14.4, lift 8.5)
    PC1 <= -0.3832309
    PC8 <= -3.424934
    PC19 > -1.504036
    PC24 > -0.04093142
    PC32 <= 3.756586
    PC39 > -0.9517697
    PC46 <= 0.4325333
    PC66 <= 0.197227
    PC85 <= 0.5326701
    PC90 <= 0.3692352
    PC100 <= 0.5275961
    ->  class 2\|3  [0.951]

Rule 35/247: (42.1/1.3, lift 8.5)
    PC1 <= -0.3832309
    PC2 <= 2.526915
    PC8 <= -0.2273773
    PC22 <= -1.588134
    PC46 <= 0.4325333
    PC73 > -1.499911
    PC85 > 0.5326701
    ->  class 2\|3  [0.948]

Rule 35/248: (15.7, lift 8.5)
    PC1 <= -0.3832309
    PC5 <= -1.780965
    PC8 <= -2.684477
    ->  class 2\|3  [0.943]

Rule 35/249: (29.2/0.9, lift 8.4)
    PC1 <= -0.3832309
    PC4 > 0.03041689
    PC8 <= -2.684477
    PC19 <= -1.504036
    PC85 <= 0.5326701
    ->  class 2\|3  [0.939]

Rule 35/250: (120/6.6, lift 8.4)
    PC4 <= 0.03041689
    PC8 <= -2.684477
    PC19 <= -1.504036
    PC25 > -0.1120611
    PC55 > -0.3659579
    PC73 <= 0.2827297
    PC85 <= 0.5326701
    ->  class 2\|3  [0.937]

Rule 35/251: (232.3/14.2, lift 8.4)
    PC1 <= -0.3832309
    PC8 > -3.424934
    PC8 <= -2.684477
    PC19 > -1.504036
    PC21 > -1.799049
    PC26 <= 2.336682
    PC46 <= 0.4325333
    PC65 <= 3.897452
    PC73 > -1.499911
    PC85 <= 0.5326701
    ->  class 2\|3  [0.935]

Rule 35/252: (43.6/2.3, lift 8.3)
    PC1 > -2.520147
    PC1 <= -0.3832309
    PC2 <= 2.526915
    PC8 > -2.684477
    PC8 <= -0.2273773
    PC33 > -0.444202
    PC41 <= 2.508462
    PC73 > -1.499911
    PC87 <= -0.7578653
    ->  class 2\|3  [0.927]

Rule 35/253: (116/8, lift 8.3)
    PC1 <= -0.3832309
    PC2 <= 2.526915
    PC8 > -2.684477
    PC8 <= -0.2273773
    PC19 <= 2.250739
    PC22 <= 0.7884841
    PC36 <= 0.6127697
    PC37 > 0.4143222
    PC43 > -1.508996
    PC60 <= 0.08336897
    PC86 <= 0.3425364
    PC87 > -0.7578653
    ->  class 2\|3  [0.924]

Rule 35/254: (11.4/0.1, lift 8.2)
    PC1 <= -0.3832309
    PC2 <= 2.526915
    PC6 <= -3.446353
    PC8 > -0.2273773
    PC44 <= 0.6074791
    ->  class 2\|3  [0.916]

Rule 35/255: (33.7/2.5, lift 8.1)
    PC2 <= 2.526915
    PC8 <= -2.684477
    PC25 > 0.3182129
    PC46 <= 0.4325333
    PC85 > 0.5326701
    ->  class 2\|3  [0.901]

Rule 35/256: (7.5, lift 8.0)
    PC8 <= -2.684477
    PC18 > 2.245493
    ->  class 2\|3  [0.894]

Rule 35/257: (5.7, lift 7.8)
    PC1 > -0.3832309
    PC8 <= -3.76792
    PC26 > 2.247004
    ->  class 2\|3  [0.869]

Rule 35/258: (425.2/93.5, lift 7.0)
    PC1 <= -0.3832309
    PC2 <= 2.526915
    PC8 > -2.684477
    PC8 <= -0.2273773
    PC33 > -0.444202
    PC34 > -0.5644171
    PC37 <= 0.4143222
    PC43 > -1.508996
    PC64 <= 0.0400893
    PC74 > -0.08761997
    PC81 <= 0.5977508
    PC87 > -0.7578653
    ->  class 2\|3  [0.779]

Rule 35/259: (31.6/6.7, lift 6.9)
    PC1 <= -0.3832309
    PC2 <= 2.526915
    PC8 > -0.2273773
    PC8 <= 2.595427
    PC10 > -0.1414053
    PC20 <= 0.002271837
    PC31 <= -0.2166641
    PC44 > 0.6074791
    ->  class 2\|3  [0.770]

Rule 35/260: (38.9/13.6, lift 5.8)
    PC1 <= -0.3832309
    PC2 <= 2.526915
    PC8 > -2.684477
    PC8 <= -0.2273773
    PC34 <= -0.5644171
    PC43 > -1.508996
    PC87 > -0.7578653
    ->  class 2\|3  [0.642]

Rule 35/261: (14.6/5.1, lift 5.6)
    PC1 > -0.3832309
    PC2 <= 2.526915
    PC8 > -3.76792
    PC10 <= -0.7764253
    PC27 <= 0.2400517
    ->  class 2\|3  [0.630]

Rule 35/262: (121.3, lift 22.5)
    PC2 <= 2.526915
    PC8 <= -2.684477
    PC17 > 0.120281
    PC24 > -0.04093142
    PC46 <= 0.4325333
    PC66 <= 0.197227
    PC90 > 0.3692352
    PC93 <= 0.3211098
    ->  class 2\|4  [0.992]

Rule 35/263: (95.1/0.4, lift 22.4)
    PC1 <= -0.3832309
    PC8 <= -2.684477
    PC17 > 0.120281
    PC24 <= -0.04093142
    PC46 <= 0.4325333
    PC49 > -0.4326419
    ->  class 2\|4  [0.985]

Rule 35/264: (55.8, lift 22.3)
    PC1 <= -0.3832309
    PC4 <= 0.03041689
    PC8 <= -2.684477
    PC19 <= -1.504036
    PC25 <= -0.1120611
    PC46 <= 0.4325333
    PC54 > -0.6117583
    PC94 <= 0.8244115
    ->  class 2\|4  [0.982]

Rule 35/265: (148.5/1.8, lift 22.3)
    PC1 <= -0.3832309
    PC4 <= 0.03041689
    PC5 <= 1.802269
    PC8 <= -0.2273773
    PC19 <= -1.504036
    PC46 <= 0.4325333
    PC54 > -0.6117583
    PC73 > 0.2827297
    PC85 <= 0.5326701
    PC94 <= 0.8244115
    ->  class 2\|4  [0.981]

Rule 35/266: (80.7/0.8, lift 22.2)
    PC4 <= 0.03041689
    PC8 <= -2.684477
    PC19 <= -1.504036
    PC46 <= 0.4325333
    PC54 > -0.6117583
    PC55 <= -0.3659579
    PC94 <= 0.8244115
    ->  class 2\|4  [0.978]

Rule 35/267: (51.8/0.7, lift 22.0)
    PC1 <= -0.3832309
    PC8 <= -3.424934
    PC17 > 0.120281
    PC19 > -1.504036
    PC46 <= 0.4325333
    PC66 > 0.197227
    ->  class 2\|4  [0.968]

Rule 35/268: (25.9, lift 21.9)
    PC8 <= -2.684477
    PC65 > 3.897452
    PC73 > -1.499911
    ->  class 2\|4  [0.964]

Rule 35/269: (31.1/0.3, lift 21.8)
    PC1 <= -0.3832309
    PC8 <= -3.424934
    PC17 > 0.120281
    PC46 <= 0.4325333
    PC66 <= 0.197227
    PC90 <= 0.3692352
    PC100 > 0.5275961
    ->  class 2\|4  [0.961]

Rule 35/270: (375.6/20.6, lift 21.4)
    PC2 <= 2.526915
    PC5 > -1.780965
    PC8 <= -2.684477
    PC18 <= 2.245493
    PC22 > -1.588134
    PC25 <= 0.3182129
    PC46 <= 0.4325333
    PC73 > -1.499911
    PC85 > 0.5326701
    ->  class 2\|4  [0.943]

Rule 35/271: (12.1, lift 21.1)
    PC1 > -0.3832309
    PC1 <= 10.04078
    PC3 <= -0.078421
    PC8 <= -1.203757
    PC10 > -0.7764253
    PC21 > 0.5895286
    ->  class 2\|4  [0.929]

Rule 35/272: (64/5.3, lift 20.5)
    PC1 <= -0.3832309
    PC2 <= 2.526915
    PC8 <= -0.2273773
    PC43 > -1.508996
    PC47 <= -0.7832964
    PC60 > 0.08336897
    PC87 > -0.7578653
    PC90 > -0.3420283
    PC90 <= 0.2148222
    ->  class 2\|4  [0.905]

Rule 35/273: (62.6/7.4, lift 19.7)
    PC1 <= -0.3832309
    PC2 <= 2.526915
    PC8 <= -0.2273773
    PC19 <= -1.504036
    PC46 <= -0.7873852
    ->  class 2\|4  [0.870]

Rule 35/274: (5.5, lift 19.7)
    PC2 <= 2.526915
    PC8 > -2.684477
    PC8 <= -0.2273773
    PC43 <= -1.508996
    PC47 <= -0.7896059
    PC87 > -0.7578653
    ->  class 2\|4  [0.867]

Rule 35/275: (5.5/0.8, lift 17.4)
    PC2 <= 2.526915
    PC8 <= -0.2273773
    PC33 > -0.444202
    PC81 <= -0.7498337
    PC87 <= -0.7578653
    ->  class 2\|4  [0.766]

Rule 35/276: (16.4/5.2, lift 15.1)
    PC1 <= -0.3832309
    PC8 <= -3.424934
    PC32 > 3.756586
    PC46 <= 0.4325333
    PC85 <= 0.5326701
    PC90 <= 0.3692352
    ->  class 2\|4  [0.664]

Rule 35/277: (238.2/92.2, lift 13.9)
    PC1 > -0.3832309
    PC2 <= 2.526915
    PC8 <= -3.76792
    ->  class 2\|4  [0.612]

Default class: 2\|3

-----  Trial 36:  -----

Rules:

Rule 36/1: (143/0.8, lift 15.1)
    PC2 > 2.5099
    PC3 > -1.655975
    PC4 > -1.352813
    PC5 > -1.445506
    PC11 > -0.07666743
    PC15 > -0.4525496
    PC18 > -0.3695138
    PC20 > -2.050488
    PC21 > -0.4086362
    PC24 > -0.2373658
    PC37 <= 0.9709059
    PC64 > -1.309903
    PC76 <= 0.6999621
    PC87 <= 0.03423229
    PC91 > -0.5622177
    ->  class 0\|0  [0.987]

Rule 36/2: (74.4, lift 15.1)
    PC12 > -1.881783
    PC13 <= 7.236558
    PC18 > 2.111802
    PC27 <= 2.941081
    PC86 <= -1.971699
    ->  class 0\|0  [0.987]

Rule 36/3: (48.4, lift 15.0)
    PC2 > 2.5099
    PC12 > -1.881783
    PC13 <= 7.236558
    PC18 > 2.111802
    PC60 <= -1.429268
    ->  class 0\|0  [0.980]

Rule 36/4: (41.6, lift 14.9)
    PC12 > -1.881783
    PC13 <= 7.236558
    PC18 > 2.111802
    PC28 <= -2.601815
    PC58 > -1.571691
    ->  class 0\|0  [0.977]

Rule 36/5: (56.6/0.4, lift 14.9)
    PC4 > -8.85757
    PC12 > -1.881783
    PC13 <= 7.236558
    PC18 > 2.111802
    PC58 > -1.571691
    PC88 > -5.41508
    PC99 <= -1.27053
    ->  class 0\|0  [0.977]

Rule 36/6: (39.1, lift 14.9)
    PC18 > 6.247046
    PC28 > -2.601815
    PC36 <= 4.089905
    ->  class 0\|0  [0.976]

Rule 36/7: (27.3, lift 14.8)
    PC1 <= -0.5732316
    PC12 > -1.881783
    PC13 <= 7.236558
    PC18 > 2.111802
    PC27 <= 2.941081
    PC72 > 0.5862461
    ->  class 0\|0  [0.966]

Rule 36/8: (131.6/3.6, lift 14.8)
    PC2 > 2.5099
    PC3 > -1.655975
    PC10 <= -1.552922
    PC11 > -0.07666743
    PC18 <= 2.111802
    PC21 > -0.4086362
    PC24 > 0.09917192
    PC28 > -0.6406076
    PC37 <= 0.9709059
    PC63 <= 0.8724496
    PC64 > -1.309903
    PC65 <= -0.1981317
    PC87 <= 0.2622985
    PC91 > -0.5622177
    ->  class 0\|0  [0.965]

Rule 36/9: (185.8/6, lift 14.7)
    PC1 <= -0.5732316
    PC2 > 2.5099
    PC5 <= 1.727566
    PC12 > -1.02384
    PC13 <= 7.236558
    PC18 > 2.859
    PC29 <= 3.266254
    PC45 > -0.6415071
    PC75 > 0.1422311
    ->  class 0\|0  [0.962]

Rule 36/10: (163.7/6.3, lift 14.6)
    PC4 > -8.85757
    PC12 <= -0.5625758
    PC17 > -0.1491582
    PC18 > 2.111802
    PC44 > -0.282179
    PC58 > -1.571691
    PC75 <= 0.1422311
    PC99 <= 1.986757
    ->  class 0\|0  [0.956]

Rule 36/11: (18.3, lift 14.5)
    PC2 > 2.5099
    PC14 > 1.962708
    PC31 > 0.1783828
    PC36 <= 4.089905
    PC42 <= -0.1716764
    PC86 <= 4.257531
    ->  class 0\|0  [0.951]

Rule 36/12: (74.2/3.1, lift 14.5)
    PC1 <= -0.5732316
    PC13 <= 0.4862592
    PC14 > 0.02895941
    PC18 > 2.111802
    PC49 > -0.41427
    PC61 <= 0.09311108
    PC70 <= -0.3073335
    PC97 <= -0.0816716
    ->  class 0\|0  [0.946]

Rule 36/13: (16.3, lift 14.4)
    PC18 > 2.111802
    PC27 <= 2.941081
    PC75 <= 0.1422311
    PC88 <= -5.41508
    PC99 <= 1.986757
    ->  class 0\|0  [0.945]

Rule 36/14: (54.6/2.2, lift 14.4)
    PC1 <= -0.5732316
    PC2 > 2.5099
    PC4 > -8.85757
    PC12 > -0.5625758
    PC14 <= 0.02895941
    PC18 > 2.111802
    PC49 > -0.41427
    PC61 <= 0.09311108
    ->  class 0\|0  [0.944]

Rule 36/15: (30.7/1.4, lift 14.2)
    PC4 > -8.85757
    PC13 <= 0.4862592
    PC18 > 2.111802
    PC27 <= 2.941081
    PC49 > -0.41427
    PC58 > -1.571691
    PC69 <= -1.0957
    PC70 > -0.3073335
    PC99 <= 1.986757
    ->  class 0\|0  [0.927]

Rule 36/16: (14.4/0.3, lift 14.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC12 > -1.881783
    PC13 <= 7.236558
    PC17 > -0.1491582
    PC27 <= 2.941081
    PC46 <= -1.227836
    PC58 > -1.571691
    ->  class 0\|0  [0.923]

Rule 36/17: (111.6/10.5, lift 13.7)
    PC4 > -8.85757
    PC12 > -0.5625758
    PC13 <= 0.4862592
    PC18 > 2.111802
    PC49 > -0.41427
    PC58 > -1.571691
    PC61 <= 0.09311108
    PC70 <= -0.3073335
    PC72 <= -0.07653289
    PC75 <= 0.1422311
    ->  class 0\|0  [0.899]

Rule 36/18: (6.9, lift 13.6)
    PC13 > 7.236558
    PC36 <= 4.089905
    PC37 <= -0.2538081
    PC42 <= -0.1716764
    PC73 <= 0.4181305
    ->  class 0\|0  [0.888]

Rule 36/19: (453.9/65.2, lift 13.1)
    PC1 > -0.5732316
    PC13 <= 7.236558
    PC18 > 2.111802
    PC27 <= 2.941081
    ->  class 0\|0  [0.855]

Rule 36/20: (26/10.7, lift 8.9)
    PC2 > 2.5099
    PC3 <= -1.655975
    PC13 <= 7.236558
    PC18 > -0.3695138
    PC18 <= 2.111802
    PC42 > -3.974739
    PC43 <= -2.217216
    ->  class 0\|0  [0.583]

Rule 36/21: (144.8, lift 11.4)
    PC2 > 2.5099
    PC3 <= -1.655975
    PC12 > -1.881783
    PC13 <= 7.236558
    PC18 > -0.3695138
    PC18 <= 2.111802
    PC20 > -2.050488
    PC32 > 0.1621092
    PC40 > -2.360861
    PC43 > -2.217216
    PC79 <= 0.71991
    PC86 <= 4.257531
    ->  class 0\|1  [0.993]

Rule 36/22: (76.5, lift 11.4)
    PC2 > 2.5099
    PC3 <= -1.655975
    PC13 <= 7.236558
    PC18 > 0.4270728
    PC18 <= 2.111802
    PC20 > -2.050488
    PC71 > 0.2256726
    PC79 <= 0.71991
    PC85 <= 0.499579
    PC99 > -0.7167064
    ->  class 0\|1  [0.987]

Rule 36/23: (75, lift 11.3)
    PC2 > 2.5099
    PC3 > -1.655975
    PC3 <= 1.640775
    PC18 > -0.3695138
    PC18 <= 2.111802
    PC21 <= -0.4086362
    ->  class 0\|1  [0.987]

Rule 36/24: (65.1, lift 11.3)
    PC2 > 2.5099
    PC3 > -1.655975
    PC3 <= 1.640775
    PC15 > -0.4525496
    PC18 > -0.3695138
    PC76 > 0.6999621
    ->  class 0\|1  [0.985]

Rule 36/25: (66.6, lift 11.3)
    PC2 > 2.5099
    PC3 > -1.655975
    PC3 <= 1.640775
    PC18 > -0.3695138
    PC18 <= 2.111802
    PC63 > 0.8724496
    ->  class 0\|1  [0.985]

Rule 36/26: (251.4/3, lift 11.3)
    PC3 <= -1.655975
    PC12 > -1.881783
    PC13 <= 7.236558
    PC18 > 0.4270728
    PC18 <= 2.111802
    PC20 > -2.050488
    PC40 > -2.360861
    PC43 > -2.217216
    PC71 <= 0.2245165
    PC79 <= 0.71991
    PC89 > -1.146024
    ->  class 0\|1  [0.984]

Rule 36/27: (60.3, lift 11.3)
    PC2 > 2.5099
    PC3 > -1.655975
    PC3 <= 1.640775
    PC15 > -0.4525496
    PC18 > -0.3695138
    PC18 <= 2.111802
    PC24 <= -0.2373658
    ->  class 0\|1  [0.984]

Rule 36/28: (61.4, lift 11.3)
    PC2 > 2.5099
    PC3 > -1.655975
    PC3 <= 1.640775
    PC15 > -0.4525496
    PC18 > -0.3695138
    PC18 <= 2.111802
    PC24 <= 0.09917192
    PC53 <= 0.512153
    PC87 > 0.03423229
    ->  class 0\|1  [0.984]

Rule 36/29: (62.3, lift 11.3)
    PC2 > 2.5099
    PC10 <= -1.552922
    PC18 > -0.3695138
    PC18 <= 2.111802
    PC37 <= 0.9709059
    PC87 > 0.2622985
    ->  class 0\|1  [0.984]

Rule 36/30: (57.8, lift 11.3)
    PC10 <= -0.9260765
    PC18 > -1.127962
    PC18 <= -0.3695138
    PC28 <= 1.016321
    PC44 > 0.715462
    PC46 > -1.43851
    ->  class 0\|1  [0.983]

Rule 36/31: (57.3, lift 11.3)
    PC2 > 2.5099
    PC3 <= -1.655975
    PC13 <= 7.236558
    PC18 > -0.3695138
    PC18 <= 0.4270728
    PC39 <= 0.6263481
    PC86 <= 4.257531
    PC89 > -1.146024
    PC97 > -0.2877332
    PC99 > 0.337313
    ->  class 0\|1  [0.983]

Rule 36/32: (57, lift 11.3)
    PC2 > 2.5099
    PC3 > -1.655975
    PC3 <= 1.640775
    PC15 > -0.4525496
    PC18 > -0.3695138
    PC18 <= 2.111802
    PC65 > -0.1981317
    PC87 > 0.03423229
    ->  class 0\|1  [0.983]

Rule 36/33: (42.9, lift 11.2)
    PC2 > 2.5099
    PC3 > -1.655975
    PC3 <= 1.640775
    PC18 > -0.3695138
    PC18 <= 2.111802
    PC64 <= -1.309903
    ->  class 0\|1  [0.978]

Rule 36/34: (37.1, lift 11.2)
    PC2 > 2.5099
    PC3 > -1.655975
    PC3 <= 1.640775
    PC11 <= -0.07666743
    PC15 > -0.4525496
    PC18 <= 2.111802
    PC40 > -2.360861
    PC86 <= 4.257531
    ->  class 0\|1  [0.974]

Rule 36/35: (34.4, lift 11.2)
    PC5 > 1.727566
    PC12 > -1.881783
    PC13 <= 7.236558
    PC18 > 2.111802
    PC75 > 0.1422311
    ->  class 0\|1  [0.973]

Rule 36/36: (29.7, lift 11.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC11 > -0.07666743
    PC15 > -0.4525496
    PC18 > -0.3695138
    PC18 <= 2.111802
    PC21 > -0.4086362
    PC24 > -0.2373658
    PC53 <= 0.512153
    PC91 <= -0.5622177
    ->  class 0\|1  [0.968]

Rule 36/37: (27.1, lift 11.1)
    PC3 <= 1.640775
    PC10 <= -0.9260765
    PC18 > -1.127962
    PC18 <= -0.3695138
    PC46 > -1.43851
    PC77 > 0.1767688
    ->  class 0\|1  [0.966]

Rule 36/38: (58.9/1.1, lift 11.1)
    PC13 > 7.236558
    PC31 <= 0.1783828
    PC42 > -3.974739
    PC42 <= -0.1716764
    PC73 <= 0.4181305
    PC88 > -1.150503
    ->  class 0\|1  [0.966]

Rule 36/39: (27.7/0.1, lift 11.1)
    PC2 > 2.5099
    PC12 > -1.881783
    PC18 > -0.3695138
    PC18 <= 2.111802
    PC40 > -2.360861
    PC44 <= -0.7757245
    PC79 > 0.71991
    PC86 <= 4.257531
    ->  class 0\|1  [0.962]

Rule 36/40: (21.7, lift 11.0)
    PC2 > 2.5099
    PC3 > -1.655975
    PC3 <= 1.640775
    PC15 > -0.4525496
    PC18 > -0.3695138
    PC18 <= 2.111802
    PC37 > 0.9709059
    ->  class 0\|1  [0.958]

Rule 36/41: (19.2, lift 11.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC5 <= -1.445506
    PC40 > -2.360861
    PC53 <= 0.512153
    PC87 <= 0.03423229
    ->  class 0\|1  [0.953]

Rule 36/42: (14, lift 10.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 7.236558
    PC18 > -0.3695138
    PC18 <= 2.111802
    PC23 > 3.041091
    PC40 > -2.360861
    PC86 <= 4.257531
    PC88 <= 4.352312
    ->  class 0\|1  [0.937]

Rule 36/43: (15.5/0.1, lift 10.8)
    PC3 <= 1.640775
    PC18 <= -1.127962
    PC78 > 2.841389
    PC79 > -0.2786686
    PC99 > -2.727979
    ->  class 0\|1  [0.935]

Rule 36/44: (12.3, lift 10.7)
    PC10 <= -0.9260765
    PC18 > -1.127962
    PC18 <= -0.3695138
    PC95 > 0.6273936
    ->  class 0\|1  [0.930]

Rule 36/45: (7.7, lift 10.3)
    PC2 > 2.5099
    PC42 <= -1.87517
    PC46 > -1.43851
    PC51 > 0.8490421
    ->  class 0\|1  [0.897]

Rule 36/46: (6.9, lift 10.2)
    PC13 > 7.236558
    PC18 > -0.3695138
    PC42 > -0.1716764
    PC62 > 0.8338502
    ->  class 0\|1  [0.887]

Rule 36/47: (63.7/9, lift 9.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 <= -0.3695138
    PC46 <= -1.43851
    PC53 <= 0.04676611
    ->  class 0\|1  [0.848]

Rule 36/48: (1117.5/445.3, lift 6.9)
    PC1 <= -0.5732316
    PC2 > 2.5099
    PC12 > -1.881783
    PC13 <= 7.236558
    PC18 > 2.111802
    PC60 > -1.429268
    PC72 <= 0.5862461
    PC86 > -1.971699
    ->  class 0\|1  [0.601]

Rule 36/49: (55.3/1.5, lift 9.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -0.3695138
    PC18 <= 2.111802
    PC20 > -2.050488
    PC42 > -3.974739
    PC79 <= 0.71991
    PC89 <= -1.146024
    ->  class 0\|2  [0.957]

Rule 36/50: (19, lift 9.7)
    PC2 > 2.5099
    PC9 > -0.2766769
    PC18 <= -0.3695138
    PC34 <= 5.685607
    PC62 <= 0.8456839
    PC89 <= 0.09620822
    PC97 > 1.297244
    ->  class 0\|2  [0.952]

Rule 36/51: (75.7/6.7, lift 9.2)
    PC3 <= 1.640775
    PC8 > 0.1128407
    PC16 > -0.1847387
    PC18 <= -1.127962
    PC57 <= 1.342877
    PC82 <= 0.3281211
    PC99 > -2.727979
    ->  class 0\|2  [0.901]

Rule 36/52: (8086.2/6128.5, lift 2.5)
    PC2 > 2.5099
    ->  class 0\|2  [0.242]

Rule 36/53: (179.4/0.3, lift 11.7)
    PC1 > -0.8482496
    PC3 <= 1.640775
    PC5 <= 2.57797
    PC9 <= -0.2766769
    PC18 <= -1.127962
    PC28 > -1.425636
    PC33 <= 4.564105
    PC43 <= 1.497854
    PC71 <= 1.017382
    PC72 <= 0.7719766
    ->  class 0\|3  [0.993]

Rule 36/54: (100.8, lift 11.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC15 <= -1.430294
    PC18 <= -0.3695138
    PC28 > -1.425636
    PC33 <= 4.564105
    ->  class 0\|3  [0.990]

Rule 36/55: (90.8, lift 11.7)
    PC16 > -0.6502026
    PC36 > 4.089905
    ->  class 0\|3  [0.989]

Rule 36/56: (80.1, lift 11.7)
    PC4 > -8.261679
    PC4 <= 9.305666
    PC18 <= -1.127962
    PC30 <= -3.932834
    PC43 <= 1.497854
    PC57 <= 1.342877
    PC62 <= 0.8456839
    ->  class 0\|3  [0.988]

Rule 36/57: (64.6, lift 11.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -0.3695138
    PC42 <= -3.974739
    PC65 > -62.54062
    ->  class 0\|3  [0.985]

Rule 36/58: (51, lift 11.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC5 <= 1.952152
    PC16 <= -0.1847387
    PC18 <= -1.127962
    PC37 > -0.791843
    PC46 > -1.43851
    PC57 <= 1.342877
    PC82 <= 4.352963
    ->  class 0\|3  [0.981]

Rule 36/59: (49.5, lift 11.6)
    PC5 <= 1.952152
    PC16 > 0.2175646
    PC18 <= -1.127962
    PC36 > 0.1439399
    PC37 > -0.791843
    PC43 <= 1.497854
    PC57 <= 1.342877
    PC64 > -0.4628634
    PC89 > 0.09620822
    PC94 <= 0.5251935
    ->  class 0\|3  [0.981]

Rule 36/60: (125.6/1.4, lift 11.6)
    PC5 <= 1.952152
    PC9 > -0.2766769
    PC16 > 0.2175646
    PC18 <= -1.127962
    PC26 <= 1.409878
    PC28 > -1.425636
    PC37 > -0.791843
    PC43 <= 1.497854
    PC49 <= 1.030858
    PC57 <= 1.342877
    PC61 > -0.553929
    PC71 <= 0.8729527
    PC82 > 0.3281211
    PC94 <= 0.5251935
    ->  class 0\|3  [0.981]

Rule 36/61: (65.5/0.3, lift 11.6)
    PC3 <= 1.640775
    PC4 > -8.261679
    PC4 <= 9.305666
    PC5 <= 2.57797
    PC18 <= -1.127962
    PC26 <= 1.409878
    PC28 > -1.425636
    PC38 > -2.339806
    PC39 > -0.8554561
    PC69 > 1.093049
    PC72 <= 0.7719766
    PC75 <= 0.4700849
    ->  class 0\|3  [0.981]

Rule 36/62: (48.9, lift 11.6)
    PC5 <= 2.57797
    PC16 > 0.2175646
    PC18 <= -0.3695138
    PC26 <= 1.409878
    PC28 > -1.425636
    PC37 > -0.791843
    PC49 <= 1.030858
    PC64 <= -0.4628634
    PC67 <= -0.1208544
    PC78 <= 1.706047
    PC94 <= 0.5251935
    ->  class 0\|3  [0.980]

Rule 36/63: (47.5, lift 11.6)
    PC3 <= 1.640775
    PC16 > 0.2175646
    PC18 <= -0.3695138
    PC26 <= 1.409878
    PC28 > -1.425636
    PC38 > -2.339806
    PC42 > -1.87517
    PC64 <= -0.4628634
    PC97 <= -0.5945003
    ->  class 0\|3  [0.979]

Rule 36/64: (87.3/0.9, lift 11.6)
    PC3 <= 1.640775
    PC5 <= 1.952152
    PC9 > -0.2766769
    PC16 > -0.1847387
    PC18 <= -0.3695138
    PC26 <= 1.409878
    PC28 > -1.425636
    PC37 > -0.791843
    PC57 <= 1.342877
    PC62 <= 0.8456839
    PC75 > 0.4700849
    PC82 <= 4.352963
    ->  class 0\|3  [0.978]

Rule 36/65: (68/0.5, lift 11.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 > -8.261679
    PC5 <= 2.57797
    PC18 <= -1.127962
    PC28 > -1.425636
    PC38 > -2.339806
    PC58 > -4.939949
    PC72 > 0.7719766
    ->  class 0\|3  [0.978]

Rule 36/66: (58.5/0.4, lift 11.5)
    PC1 > -0.6274796
    PC2 > 2.5099
    PC3 <= 1.640775
    PC10 > -0.9260765
    PC18 > -1.127962
    PC18 <= -0.3695138
    PC22 <= 0.3052551
    ->  class 0\|3  [0.976]

Rule 36/67: (36.3, lift 11.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC9 > -0.2766769
    PC16 > 0.2175646
    PC18 <= -0.3695138
    PC28 > -1.425636
    PC33 <= 4.564105
    PC36 > -2.252803
    PC54 <= -0.6864179
    PC61 > -0.553929
    PC89 > 0.09620822
    ->  class 0\|3  [0.974]

Rule 36/68: (43.4/0.3, lift 11.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 <= -0.3695138
    PC46 > -1.43851
    PC99 <= -2.727979
    ->  class 0\|3  [0.972]

Rule 36/69: (33.5, lift 11.5)
    PC2 > 2.5099
    PC18 <= -0.3695138
    PC46 > -1.43851
    PC49 > 1.352244
    ->  class 0\|3  [0.972]

Rule 36/70: (60.6/0.8, lift 11.5)
    PC7 > -0.3593628
    PC7 <= 0.2344958
    PC13 > 7.236558
    PC17 <= 0.6426809
    PC18 > -0.3695138
    PC42 > -0.1716764
    ->  class 0\|3  [0.971]

Rule 36/71: (72.7/1.3, lift 11.5)
    PC5 <= 1.952152
    PC9 > -0.2766769
    PC13 > 1.424227
    PC16 > 0.2175646
    PC18 <= -1.127962
    PC33 <= 4.564105
    PC37 > -0.791843
    PC39 > -0.8554561
    PC57 <= 1.342877
    PC61 > -0.553929
    PC82 <= 4.352963
    ->  class 0\|3  [0.969]

Rule 36/72: (29.4, lift 11.4)
    PC4 <= 9.305666
    PC18 <= -1.127962
    PC40 <= -2.798079
    PC46 > -1.43851
    ->  class 0\|3  [0.968]

Rule 36/73: (38.3/0.3, lift 11.4)
    PC2 > 2.5099
    PC4 > -8.261679
    PC5 <= 2.57797
    PC18 <= -1.127962
    PC27 > 0.742397
    PC49 <= 1.030858
    PC61 <= -0.553929
    PC72 <= 0.7719766
    ->  class 0\|3  [0.968]

Rule 36/74: (45.3/0.6, lift 11.4)
    PC2 > 2.5099
    PC18 > -0.3695138
    PC18 <= 2.111802
    PC20 <= -2.050488
    PC67 <= -0.3387419
    ->  class 0\|3  [0.966]

Rule 36/75: (28.9/0.2, lift 11.4)
    PC2 > 2.5099
    PC4 <= 9.305666
    PC18 <= -1.127962
    PC38 <= -2.869169
    PC46 > -1.43851
    PC82 <= 4.352963
    ->  class 0\|3  [0.961]

Rule 36/76: (101.1/3, lift 11.4)
    PC4 > -8.261679
    PC5 <= 2.57797
    PC8 <= 0.1128407
    PC13 <= -1.049499
    PC17 <= -2.03417
    PC18 <= -1.127962
    PC36 > -2.252803
    PC64 > -0.4628634
    PC68 <= 0.7868761
    PC71 <= 0.8729527
    PC83 <= 0.3144099
    PC94 <= 0.5251935
    PC97 <= 0.6007369
    ->  class 0\|3  [0.961]

Rule 36/77: (23.5, lift 11.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC15 <= -1.389194
    PC18 > -1.127962
    PC18 <= -0.3695138
    ->  class 0\|3  [0.961]

Rule 36/78: (277/10.1, lift 11.4)
    PC4 > -8.261679
    PC5 <= 1.952152
    PC8 <= 0.1128407
    PC13 > -1.032094
    PC14 <= 0.4034774
    PC16 > 0.2175646
    PC18 <= -1.311572
    PC26 <= 1.409878
    PC36 > -2.252803
    PC37 > -0.791843
    PC38 <= 1.322918
    PC49 <= 1.030858
    PC61 > -0.553929
    PC64 > -0.4628634
    PC64 <= 1.101628
    PC71 <= 0.8729527
    PC74 > -0.8499757
    PC89 <= 0.09620822
    PC90 > -1.115723
    PC94 <= 0.5251935
    PC97 <= 0.6007369
    ->  class 0\|3  [0.960]

Rule 36/79: (40.3/0.7, lift 11.4)
    PC13 > 7.236558
    PC42 > -0.1716764
    PC62 <= 0.8338502
    PC92 <= -1.641856
    ->  class 0\|3  [0.960]

Rule 36/80: (65.9/1.9, lift 11.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 > -8.261679
    PC18 <= -1.127962
    PC33 <= 4.564105
    PC38 > -2.869169
    PC56 > -6.408858
    PC82 > 1.377942
    ->  class 0\|3  [0.957]

Rule 36/81: (20.5, lift 11.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 > -8.261679
    PC4 <= 9.305666
    PC18 <= -1.127962
    PC19 <= -0.04979363
    PC26 <= 1.409878
    PC37 > -0.791843
    PC64 <= -0.4628634
    ->  class 0\|3  [0.956]

Rule 36/82: (19.3, lift 11.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 <= -1.127962
    PC26 <= 1.409878
    PC28 > -1.425636
    PC33 <= 4.564105
    PC44 > 0.6465972
    PC46 > -1.43851
    PC61 > -0.553929
    PC64 <= -0.4628634
    PC82 <= 4.352963
    ->  class 0\|3  [0.953]

Rule 36/83: (107.7/4.3, lift 11.3)
    PC2 > 2.5099
    PC18 <= -1.127962
    PC26 <= 1.409878
    PC28 > -1.425636
    PC39 <= -0.8554561
    PC43 <= 1.497854
    PC46 > -1.22122
    PC49 <= 1.030858
    PC61 > -0.553929
    PC62 <= 0.8456839
    PC71 <= 0.8729527
    PC78 <= 2.841389
    ->  class 0\|3  [0.952]

Rule 36/84: (14.3, lift 11.1)
    PC13 > 7.236558
    PC14 <= 1.962708
    PC42 <= -0.1716764
    ->  class 0\|3  [0.939]

Rule 36/85: (12.5, lift 11.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -1.127962
    PC18 <= -0.3695138
    PC46 > -1.43851
    PC71 > 1.373048
    ->  class 0\|3  [0.931]

Rule 36/86: (36.7/1.7, lift 11.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC10 > -0.9260765
    PC18 > -1.127962
    PC18 <= -0.3695138
    PC37 <= -1.030322
    ->  class 0\|3  [0.929]

Rule 36/87: (133.8/16.1, lift 10.3)
    PC2 > 2.5099
    PC4 > -8.261679
    PC5 <= 1.952152
    PC18 <= -1.127962
    PC28 > -1.425636
    PC33 <= 4.564105
    PC38 <= 1.322918
    PC49 <= 1.030858
    PC64 > -0.4628634
    PC89 <= 0.09620822
    PC97 > 0.649146
    PC97 <= 1.297244
    ->  class 0\|3  [0.874]

Rule 36/88: (42.1/7.1, lift 9.6)
    PC2 > 2.5099
    PC18 > -0.3695138
    PC86 > 4.257531
    ->  class 0\|3  [0.816]

Rule 36/89: (68.2/12.5, lift 9.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 <= -1.127962
    PC42 <= -1.87517
    PC51 <= 0.8490421
    ->  class 0\|3  [0.807]

Rule 36/90: (97.6/19.4, lift 9.4)
    PC4 <= 9.305666
    PC18 <= -0.3695138
    PC28 <= -1.425636
    PC34 <= 5.685607
    PC56 > -6.408858
    PC78 <= 2.841389
    PC94 <= 0.02989366
    ->  class 0\|3  [0.795]

Rule 36/91: (128.8, lift 26.9)
    PC8 <= 1.687932
    PC16 <= -5.244119
    PC48 <= -0.143017
    PC65 > -0.01332929
    ->  class 1\|0  [0.992]

Rule 36/92: (50, lift 26.6)
    PC3 > 1.640775
    PC18 <= 0.7419922
    PC64 > 0.9163531
    PC92 <= 0.409618
    PC94 <= -0.7396485
    PC95 > -0.4508555
    ->  class 1\|0  [0.981]

Rule 36/93: (111.3/2.3, lift 26.3)
    PC1 > -0.430681
    PC3 <= 0.7393595
    PC6 <= 3.605428
    PC9 > 0.387363
    PC10 > -0.7035123
    PC19 > -1.358364
    PC29 <= 0.02997186
    PC68 <= 1.082112
    ->  class 1\|0  [0.971]

Rule 36/94: (31.6, lift 26.3)
    PC3 > 0.7393595
    PC14 <= -1.846593
    PC16 > -1.941889
    PC43 > 0.2660365
    ->  class 1\|0  [0.970]

Rule 36/95: (73.4/1.8, lift 26.1)
    PC1 > -0.430681
    PC3 <= 0.7393595
    PC6 <= -2.400848
    PC9 > -0.1601986
    PC19 > -1.358364
    PC23 <= 2.17248
    PC67 > -0.1166998
    ->  class 1\|0  [0.963]

Rule 36/96: (20.4, lift 25.9)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC24 <= 3.5633
    PC60 > 1.045425
    ->  class 1\|0  [0.955]

Rule 36/97: (45.1/1.9, lift 25.4)
    PC1 > -0.430681
    PC3 <= 0.7393595
    PC10 > -0.7506621
    PC32 > 2.810948
    ->  class 1\|0  [0.938]

Rule 36/98: (10.2, lift 24.8)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC37 > 0.4278759
    PC41 <= 0.2935094
    PC61 <= 0.07929336
    ->  class 1\|0  [0.915]

Rule 36/99: (9.6/0.7, lift 23.0)
    PC3 > 1.640775
    PC15 > 0.1377357
    PC16 > -5.244119
    PC24 > 3.5633
    ->  class 1\|0  [0.849]

Rule 36/100: (4.4, lift 22.9)
    PC2 > 2.5099
    PC3 > 1.640775
    PC37 > 0.08206944
    PC37 <= 0.08415122
    PC61 <= 0.07929336
    ->  class 1\|0  [0.844]

Rule 36/101: (4.3, lift 22.8)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC37 > 0.08206944
    PC56 <= -0.6528423
    PC61 <= 0.07929336
    ->  class 1\|0  [0.841]

Rule 36/102: (3, lift 21.6)
    PC2 > 2.5099
    PC5 > 6.559638
    PC37 > 0.08206944
    PC41 <= 0.2935094
    PC61 <= 0.07929336
    ->  class 1\|0  [0.798]

Rule 36/103: (33.6/6.2, lift 21.6)
    PC2 > 2.5099
    PC3 > 1.640775
    PC24 <= 3.5633
    PC37 > 0.08206944
    PC41 > 0.2935094
    PC61 <= 0.07929336
    PC64 <= 0.9163531
    ->  class 1\|0  [0.798]

Rule 36/104: (19.1/4.5, lift 20.0)
    PC3 > 0.8452482
    PC3 <= 3.257528
    PC12 > 1.732339
    PC16 > -1.941889
    PC43 > 0.2660365
    ->  class 1\|0  [0.739]

Rule 36/105: (11/2.5, lift 19.7)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC37 > 0.08206944
    PC41 <= 0.2935094
    PC94 <= -1.051309
    ->  class 1\|0  [0.727]

Rule 36/106: (587.4/274.3, lift 14.4)
    PC1 > -0.3366674
    PC2 <= 2.5099
    PC13 <= 0.2095596
    PC16 <= -1.941889
    PC28 <= 0.2511232
    ->  class 1\|0  [0.533]

Rule 36/107: (76.6, lift 14.5)
    PC1 > 16.22355
    PC6 <= -1.250467
    PC10 > -0.7506621
    PC19 <= -1.358364
    ->  class 1\|1  [0.987]

Rule 36/108: (49.9, lift 14.4)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 <= 0.7393595
    PC6 > -2.400848
    PC8 <= 1.305627
    PC9 > -0.1601986
    PC11 <= 1.490092
    PC16 > -1.941889
    PC29 > 0.02997186
    PC67 > -0.1166998
    ->  class 1\|1  [0.981]

Rule 36/109: (46.1, lift 14.4)
    PC3 > 0.7393595
    PC3 <= 0.8452482
    PC43 > 0.2660365
    ->  class 1\|1  [0.979]

Rule 36/110: (42.7, lift 14.4)
    PC1 > -0.430681
    PC10 > -0.7506621
    PC16 > -1.941889
    PC25 > 0.3525581
    PC43 <= 0.2660365
    PC45 <= -0.37987
    PC48 <= 0.6985834
    ->  class 1\|1  [0.977]

Rule 36/111: (123.1/2.1, lift 14.3)
    PC1 > -0.3366674
    PC10 > -0.7506621
    PC16 <= -1.941889
    PC17 <= 0.5112413
    PC28 <= 0.2511232
    PC55 <= -0.8495878
    PC96 <= 0.3794841
    ->  class 1\|1  [0.976]

Rule 36/112: (38.2, lift 14.3)
    PC1 > -0.430681
    PC6 > 3.605428
    PC8 <= 1.305627
    PC9 > 0.387363
    PC11 <= 1.490092
    PC16 > -1.941889
    PC19 > -1.358364
    PC23 <= 2.17248
    ->  class 1\|1  [0.975]

Rule 36/113: (25.4, lift 14.2)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 <= 0.7393595
    PC9 <= -0.1601986
    PC10 > -0.7506621
    PC19 > -1.358364
    PC97 <= -0.6781449
    ->  class 1\|1  [0.963]

Rule 36/114: (36.6/0.7, lift 14.0)
    PC2 <= 2.5099
    PC16 <= -1.941889
    PC28 <= 0.2511232
    PC29 > 0.3765648
    PC55 > -0.8495878
    ->  class 1\|1  [0.955]

Rule 36/115: (74/2.6, lift 14.0)
    PC2 <= 2.5099
    PC4 > -0.2519301
    PC10 > 1.023987
    PC16 <= -1.941889
    PC28 <= 0.2511232
    ->  class 1\|1  [0.952]

Rule 36/116: (26.8/0.5, lift 13.9)
    PC1 > -0.3366674
    PC7 > -6.465382
    PC7 <= 7.681071
    PC11 <= 1.818098
    PC16 <= -1.941889
    PC59 > -0.7307306
    PC98 > 0.1285185
    ->  class 1\|1  [0.947]

Rule 36/117: (62/3.1, lift 13.8)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC94 <= -0.7396485
    PC95 <= -0.4508555
    ->  class 1\|1  [0.936]

Rule 36/118: (11.1, lift 13.6)
    PC2 <= 2.5099
    PC3 > 0.7393595
    PC4 > 0.9510502
    PC16 > -1.941889
    PC43 <= 0.2660365
    ->  class 1\|1  [0.924]

Rule 36/119: (10.2, lift 13.5)
    PC2 <= 2.5099
    PC4 <= -3.054076
    ->  class 1\|1  [0.918]

Rule 36/120: (9.7, lift 13.4)
    PC3 > 1.640775
    PC18 > 0.7419922
    PC94 <= -0.7396485
    ->  class 1\|1  [0.915]

Rule 36/121: (36.2/2.3, lift 13.4)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 <= 0.7393595
    PC8 <= 1.305627
    PC9 > -0.1601986
    PC9 <= 0.387363
    PC10 > -0.7506621
    PC11 <= 1.490092
    PC23 <= 2.17248
    ->  class 1\|1  [0.914]

Rule 36/122: (9.6/0.1, lift 13.2)
    PC1 > -0.430681
    PC10 <= 1.023987
    PC16 > -1.966228
    PC16 <= -1.941889
    PC55 > -0.8495878
    ->  class 1\|1  [0.901]

Rule 36/123: (7.1, lift 13.1)
    PC2 <= 2.5099
    PC7 > 7.681071
    ->  class 1\|1  [0.890]

Rule 36/124: (50/5.3, lift 12.9)
    PC5 > 12.1829
    PC16 <= -1.941889
    PC28 <= 0.2511232
    ->  class 1\|1  [0.878]

Rule 36/125: (12.2/1.2, lift 12.4)
    PC1 > -0.430681
    PC8 <= -1.538053
    PC9 > -3.577604
    PC10 <= -0.7506621
    ->  class 1\|1  [0.842]

Rule 36/126: (37/5.3, lift 12.3)
    PC2 <= 2.5099
    PC7 <= -6.465382
    PC10 <= 1.023987
    PC13 <= 0.2095596
    PC16 <= -1.941889
    PC55 > -0.8495878
    ->  class 1\|1  [0.838]

Rule 36/127: (19.8/5.9, lift 10.1)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC5 <= 12.1829
    PC10 <= 1.023987
    PC16 <= -1.941889
    PC55 > -0.8495878
    PC59 <= -0.7307306
    ->  class 1\|1  [0.685]

Rule 36/128: (10.7/3.4, lift 9.6)
    PC2 <= 2.5099
    PC3 > 0.7393595
    PC43 <= 0.2660365
    PC62 > 1.794468
    ->  class 1\|1  [0.655]

Rule 36/129: (1541.8/783.1, lift 7.2)
    PC2 > 2.5099
    PC3 > 1.640775
    ->  class 1\|1  [0.492]

Rule 36/130: (120.5, lift 13.6)
    PC1 > -0.430681
    PC3 <= 0.7393595
    PC6 > -1.250467
    PC8 <= 1.305627
    PC10 > -0.7506621
    PC16 > -1.941889
    PC19 <= -1.358364
    PC29 > -0.01767626
    ->  class 1\|2  [0.992]

Rule 36/131: (82.4, lift 13.6)
    PC1 > -0.430681
    PC4 <= 0.9510502
    PC14 <= -0.7098765
    PC16 > -1.941889
    PC25 <= 0.3525581
    PC41 <= 0.1714191
    PC64 <= -0.4293538
    PC66 > -0.4822482
    ->  class 1\|2  [0.988]

Rule 36/132: (47.9, lift 13.5)
    PC1 > -0.430681
    PC3 <= 0.7393595
    PC9 > -0.1601986
    PC11 > 1.490092
    PC16 > -1.941889
    ->  class 1\|2  [0.980]

Rule 36/133: (151.6/2.6, lift 13.4)
    PC3 > 9.662193
    PC15 <= 0.1377357
    PC68 <= 1.312991
    ->  class 1\|2  [0.977]

Rule 36/134: (38.7, lift 13.4)
    PC3 > 1.640775
    PC15 > 0.1377357
    PC16 > -0.8879908
    PC65 <= -0.6731716
    PC75 <= 0.5502223
    ->  class 1\|2  [0.975]

Rule 36/135: (42.2/0.1, lift 13.4)
    PC2 <= 2.5099
    PC3 > 0.7393595
    PC16 > -1.941889
    PC21 > -1.818917
    PC43 <= 0.2660365
    PC62 <= 1.794468
    PC66 <= -0.4822482
    ->  class 1\|2  [0.974]

Rule 36/136: (35.6, lift 13.4)
    PC3 > 1.640775
    PC15 <= 0.1377357
    PC48 > 0.2368063
    PC68 > 1.312991
    ->  class 1\|2  [0.973]

Rule 36/137: (32, lift 13.4)
    PC2 <= 2.5099
    PC4 <= -1.624205
    PC10 > -0.7506621
    PC16 > -1.941889
    PC43 <= 0.2660365
    ->  class 1\|2  [0.971]

Rule 36/138: (187.9/4.8, lift 13.3)
    PC2 > 2.5099
    PC3 > 1.640775
    PC8 <= 1.950717
    PC15 <= 0.1377357
    PC29 > -0.3887536
    PC48 <= 0.2368063
    ->  class 1\|2  [0.969]

Rule 36/139: (29, lift 13.3)
    PC2 > 2.5099
    PC3 > 1.640775
    PC15 > 0.1377357
    PC16 > -0.8879908
    PC58 > 0.7258289
    ->  class 1\|2  [0.967]

Rule 36/140: (36.7/0.4, lift 13.3)
    PC2 <= 2.5099
    PC16 <= -1.941889
    PC28 > 0.2511232
    ->  class 1\|2  [0.964]

Rule 36/141: (24.9, lift 13.3)
    PC2 > 2.5099
    PC3 > 1.640775
    PC3 <= 9.662193
    PC100 > 0.7481719
    ->  class 1\|2  [0.963]

Rule 36/142: (255.9/8.9, lift 13.2)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC9 <= 2.088192
    PC10 > 1.112613
    PC14 > -0.7098765
    PC25 <= 0.3525581
    PC27 <= -0.2050734
    PC62 <= 1.794468
    ->  class 1\|2  [0.962]

Rule 36/143: (18.9, lift 13.1)
    PC2 > 2.5099
    PC3 > 1.640775
    PC15 > 0.1377357
    PC16 > -0.8879908
    PC75 > 0.5502223
    ->  class 1\|2  [0.952]

Rule 36/144: (18.4, lift 13.1)
    PC2 <= 2.5099
    PC8 <= -1.538053
    PC10 <= -0.7506621
    PC70 <= -0.6577831
    ->  class 1\|2  [0.951]

Rule 36/145: (15.3, lift 13.0)
    PC3 > 1.640775
    PC15 > 0.1377357
    PC16 > -0.8879908
    PC22 <= -2.12056
    ->  class 1\|2  [0.942]

Rule 36/146: (15.3, lift 13.0)
    PC3 > 1.640775
    PC15 > 0.1377357
    PC16 > -0.8879908
    PC75 <= 0.5502223
    PC83 <= -0.5257682
    ->  class 1\|2  [0.942]

Rule 36/147: (106.5/6.9, lift 12.8)
    PC3 > 0.7393595
    PC9 <= 2.088192
    PC14 <= -0.7098765
    PC24 <= 4.099611
    PC41 <= 0.1714191
    PC48 > 0.02725033
    PC48 <= 0.6985834
    PC79 <= 0.3037795
    PC84 > -0.4665823
    PC90 > -0.8321912
    PC96 <= 1.045652
    ->  class 1\|2  [0.927]

Rule 36/148: (8.3, lift 12.4)
    PC2 > 2.5099
    PC3 > 1.640775
    PC15 <= 0.1377357
    PC48 > 0.2368063
    PC51 > -0.7457969
    ->  class 1\|2  [0.903]

Rule 36/149: (47.4/4, lift 12.4)
    PC3 > 3.257528
    PC12 > 1.732339
    PC14 > -1.846593
    PC43 > 0.2660365
    ->  class 1\|2  [0.900]

Rule 36/150: (41.7/3.8, lift 12.3)
    PC2 <= 2.5099
    PC3 > 0.7393595
    PC16 > -1.941889
    PC25 > 0.3525581
    PC43 <= 0.2660365
    PC45 > -0.37987
    PC67 > -1.123786
    ->  class 1\|2  [0.891]

Rule 36/151: (41.3/3.8, lift 12.2)
    PC3 > 0.7393595
    PC9 > 2.088192
    PC16 > -1.941889
    PC25 <= 0.3525581
    PC43 <= 0.2660365
    PC48 <= 0.6985834
    ->  class 1\|2  [0.889]

Rule 36/152: (36.5/3.4, lift 12.2)
    PC11 > 1.818098
    PC13 <= 0.2095596
    PC16 <= -1.941889
    PC55 > -0.8495878
    ->  class 1\|2  [0.885]

Rule 36/153: (67.7/7.1, lift 12.2)
    PC1 > 13.09328
    PC8 > 1.305627
    PC16 > -1.941889
    ->  class 1\|2  [0.884]

Rule 36/154: (447.8/51.7, lift 12.2)
    PC2 <= 2.5099
    PC3 > 0.8452482
    PC4 > -3.054076
    PC10 > -0.7506621
    PC12 <= 1.732339
    PC16 > -1.941889
    PC18 <= 0.2115095
    PC43 > 0.2660365
    PC80 > -1.339844
    ->  class 1\|2  [0.883]

Rule 36/155: (41.9/5.1, lift 11.8)
    PC1 > -0.430681
    PC8 <= -1.538053
    PC10 <= -0.7506621
    PC50 <= -0.5425506
    ->  class 1\|2  [0.860]

Rule 36/156: (122.4/24.6, lift 10.9)
    PC2 <= 2.5099
    PC3 > 0.7393595
    PC4 > 0.6657657
    PC4 <= 0.9510502
    PC16 > -1.941889
    PC66 > -0.4822482
    ->  class 1\|2  [0.794]

Rule 36/157: (55.7, lift 13.6)
    PC2 <= 2.5099
    PC10 <= -0.7506621
    PC14 <= 2.085181
    PC25 <= -0.1999125
    ->  class 1\|3  [0.983]

Rule 36/158: (52.5, lift 13.6)
    PC2 <= 2.5099
    PC3 > 0.7393595
    PC4 > -1.624205
    PC9 <= 2.088192
    PC11 <= 1.428556
    PC16 > -1.941889
    PC27 <= -0.2050734
    PC43 <= 0.2660365
    PC66 > -0.4822482
    ->  class 1\|3  [0.982]

Rule 36/159: (210.1/10.9, lift 13.0)
    PC2 > 2.5099
    PC3 > 1.640775
    PC3 <= 9.662193
    PC15 <= 0.1377357
    PC48 > 0.2368063
    PC51 <= -0.7457969
    PC68 <= 1.312991
    PC100 <= 0.7481719
    ->  class 1\|3  [0.944]

Rule 36/160: (534.2/35.1, lift 12.9)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > 0.7393595
    PC4 > -1.624205
    PC4 <= 0.6657657
    PC9 <= 2.088192
    PC14 > -0.7098765
    PC16 > -1.941889
    PC21 > -1.818917
    PC25 <= 0.3525581
    PC27 > -0.2050734
    PC43 <= 0.2660365
    PC48 <= 0.6985834
    PC66 > -0.4822482
    ->  class 1\|3  [0.933]

Rule 36/161: (23.3/11.5, lift 7.0)
    PC2 <= 2.5099
    PC13 > 0.2095596
    PC16 <= -1.941889
    ->  class 1\|3  [0.505]

Rule 36/162: (4885.3/3646.4, lift 3.5)
    PC1 > -0.430681
    PC2 <= 2.5099
    ->  class 1\|3  [0.254]

Rule 36/163: (87.2, lift 13.3)
    PC1 > -0.430681
    PC1 <= 13.09328
    PC3 <= 0.7393595
    PC8 > 1.305627
    PC9 > -2.660782
    PC12 > -0.1583443
    PC16 > -1.941889
    PC32 <= 2.810948
    ->  class 2\|0  [0.989]

Rule 36/164: (18.9, lift 12.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.2281314
    PC8 <= 2.291764
    PC10 <= -0.1774239
    PC59 <= -0.5256006
    ->  class 2\|0  [0.952]

Rule 36/165: (68.8/2.7, lift 12.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.2281314
    PC8 <= 2.291764
    PC10 <= -0.173114
    PC32 > 0.9619102
    PC36 > 0.09076007
    PC75 <= 0.9745336
    ->  class 2\|0  [0.948]

Rule 36/166: (23.1/2.7, lift 11.5)
    PC1 <= -0.430681
    PC8 > 0.2281314
    PC8 <= 2.291764
    PC19 <= -1.733185
    PC24 <= 0.9433278
    PC44 > 0.8259369
    PC59 > -0.5256006
    ->  class 2\|0  [0.853]

Rule 36/167: (29.9/9.9, lift 8.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.2281314
    PC8 <= 2.291764
    PC59 <= -0.5256006
    PC83 <= -0.4795414
    ->  class 2\|0  [0.660]

Rule 36/168: (1404/654.6, lift 7.2)
    PC1 <= -0.430681
    PC8 > 2.291764
    ->  class 2\|0  [0.534]

Rule 36/169: (1378.5/852.6, lift 5.1)
    PC2 <= 2.5099
    PC8 > -1.538053
    PC10 <= -0.7506621
    ->  class 2\|0  [0.382]

Rule 36/170: (97.2, lift 10.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.2281314
    PC8 <= 2.291764
    PC19 <= 3.386216
    PC20 <= 0.1139575
    PC32 <= 0.9619102
    PC44 <= 0.8259369
    PC59 > -0.5256006
    PC85 > -1.504104
    PC92 > 0.1015455
    ->  class 2\|1  [0.990]

Rule 36/171: (114.3/0.2, lift 10.0)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC12 > -1.301862
    PC16 > -0.3343709
    PC21 <= 1.863799
    PC60 <= -0.5047136
    ->  class 2\|1  [0.990]

Rule 36/172: (95.8, lift 10.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.2281314
    PC11 > -0.9337804
    PC42 > -0.295864
    PC71 > 0.9060505
    ->  class 2\|1  [0.990]

Rule 36/173: (86.4, lift 10.0)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC11 <= -0.9337804
    ->  class 2\|1  [0.989]

Rule 36/174: (82.5, lift 10.0)
    PC1 <= -0.430681
    PC8 > 0.2281314
    PC11 > -0.9337804
    PC21 > -0.248798
    PC94 > 0.8823869
    ->  class 2\|1  [0.988]

Rule 36/175: (123.6/0.6, lift 10.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.2281314
    PC8 <= 2.291764
    PC12 > -3.024044
    PC19 <= 3.386216
    PC20 <= 0.1139575
    PC32 <= 0.9619102
    PC34 <= -0.102236
    PC58 > -0.5695113
    ->  class 2\|1  [0.987]

Rule 36/176: (74.3, lift 10.0)
    PC1 <= -0.430681
    PC2 > -1.375726
    PC2 <= 2.5099
    PC8 > 0.2281314
    PC8 <= 2.291764
    PC20 <= 0.1139575
    PC32 <= 0.9619102
    PC58 > -0.5695113
    ->  class 2\|1  [0.987]

Rule 36/177: (65.2, lift 9.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.2281314
    PC8 <= 2.291764
    PC19 > -1.733185
    PC24 <= 0.9433278
    PC44 > 0.8259369
    PC59 > -0.5256006
    ->  class 2\|1  [0.985]

Rule 36/178: (154.1/1.4, lift 9.9)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC21 <= -0.248798
    PC22 > -1.207938
    ->  class 2\|1  [0.985]

Rule 36/179: (61.8, lift 9.9)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC56 > 0.5283641
    ->  class 2\|1  [0.984]

Rule 36/180: (110.5/1, lift 9.9)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC42 > -0.295864
    PC60 <= -0.5047136
    PC96 > 0.1054091
    ->  class 2\|1  [0.982]

Rule 36/181: (50.3, lift 9.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -1.655082
    PC12 > 5.249692
    ->  class 2\|1  [0.981]

Rule 36/182: (155.3/2.2, lift 9.9)
    PC1 <= -0.430681
    PC8 > 2.317248
    PC21 > -0.248798
    PC21 <= 1.188601
    PC42 <= -0.295864
    PC59 > -0.640644
    PC68 <= 1.302142
    PC96 <= 0.2405268
    PC98 <= 0.4353995
    ->  class 2\|1  [0.980]

Rule 36/183: (45.1, lift 9.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.2281314
    PC12 > -1.301862
    PC59 > 0.3551677
    PC60 > -0.5047136
    ->  class 2\|1  [0.979]

Rule 36/184: (43.1, lift 9.9)
    PC1 <= -0.430681
    PC8 > 0.2281314
    PC19 <= 3.386216
    PC20 > 0.1139575
    PC24 <= 0.9433278
    PC35 <= -0.3002209
    PC44 <= 0.8259369
    PC70 <= 0.28965
    ->  class 2\|1  [0.977]

Rule 36/185: (40.5, lift 9.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -1.655082
    PC28 <= -0.2251837
    ->  class 2\|1  [0.976]

Rule 36/186: (347.1/7.8, lift 9.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.7917142
    PC8 <= 2.291764
    PC12 > -3.024044
    PC20 <= 0.1139575
    PC32 <= 0.9619102
    PC44 <= 0.8259369
    PC59 > -0.5256006
    PC96 > -0.343765
    ->  class 2\|1  [0.975]

Rule 36/187: (36.9, lift 9.8)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC66 <= -0.8810961
    ->  class 2\|1  [0.974]

Rule 36/188: (127/2.5, lift 9.8)
    PC1 <= -4.201595
    PC8 > -1.655082
    PC24 <= 0.5386673
    PC57 > 0.01745239
    ->  class 2\|1  [0.973]

Rule 36/189: (33.7, lift 9.8)
    PC1 <= -0.430681
    PC3 <= -1.549498
    PC8 > 0.2281314
    PC20 > 0.1139575
    ->  class 2\|1  [0.972]

Rule 36/190: (43.1/0.4, lift 9.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.7517288
    PC8 <= 0.2281314
    PC20 <= -0.5790179
    ->  class 2\|1  [0.969]

Rule 36/191: (154.2/4, lift 9.8)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC12 <= -1.301862
    PC15 > -1.987753
    ->  class 2\|1  [0.968]

Rule 36/192: (38.6/0.3, lift 9.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.2281314
    PC20 > 0.1139575
    PC44 <= 0.8259369
    PC47 <= -0.4460302
    ->  class 2\|1  [0.967]

Rule 36/193: (80/1.8, lift 9.7)
    PC1 <= -0.430681
    PC8 > 0.2281314
    PC8 <= 2.291764
    PC10 > -0.1774239
    PC59 <= -0.5256006
    PC73 <= -0.1130561
    PC83 > -0.2116191
    ->  class 2\|1  [0.966]

Rule 36/194: (62.5/1.3, lift 9.7)
    PC1 <= -0.430681
    PC8 > 0.2281314
    PC8 <= 2.291764
    PC10 > -0.173114
    PC32 > 0.9619102
    PC52 > -0.08389389
    ->  class 2\|1  [0.964]

Rule 36/195: (36.4/0.6, lift 9.7)
    PC1 > -0.430681
    PC3 <= 0.7393595
    PC8 > 0.5831117
    PC9 <= -0.1601986
    PC19 > -1.358364
    PC60 <= -0.5978747
    ->  class 2\|1  [0.960]

Rule 36/196: (22.5, lift 9.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.2281314
    PC8 <= 0.7917142
    PC58 <= -0.5695113
    PC59 > -0.5256006
    PC85 > -1.504104
    ->  class 2\|1  [0.959]

Rule 36/197: (38.2/0.8, lift 9.6)
    PC1 <= -0.430681
    PC8 > 0.2281314
    PC12 > -3.024044
    PC19 > -0.6589058
    PC19 <= 3.386216
    PC20 > 0.1139575
    PC32 <= 0.9619102
    PC41 > 0.1954395
    PC47 > -0.4460302
    PC70 <= 0.28965
    PC81 <= 0.03051938
    ->  class 2\|1  [0.955]

Rule 36/198: (120.4/4.6, lift 9.6)
    PC1 <= -0.430681
    PC8 > 0.2281314
    PC8 <= 2.291764
    PC19 <= -0.6589058
    PC20 > 0.1139575
    PC22 > -1.748018
    PC24 <= 0.9433278
    PC44 <= 0.8259369
    PC70 <= 0.28965
    PC88 <= 0.23267
    ->  class 2\|1  [0.954]

Rule 36/199: (16.5, lift 9.5)
    PC1 > -0.430681
    PC1 <= 16.22355
    PC3 <= 0.7393595
    PC6 <= -1.250467
    PC8 <= 1.305627
    PC10 > -0.7506621
    PC19 <= -1.358364
    ->  class 2\|1  [0.946]

Rule 36/200: (13.1, lift 9.4)
    PC1 > -0.430681
    PC1 <= -0.3366674
    PC2 <= 2.5099
    PC16 <= -1.941889
    ->  class 2\|1  [0.934]

Rule 36/201: (12.1, lift 9.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.2281314
    PC8 <= 2.291764
    PC10 <= -0.173114
    PC32 > 0.9619102
    PC36 <= 0.09076007
    ->  class 2\|1  [0.929]

Rule 36/202: (124.6/8.3, lift 9.3)
    PC2 <= -9.022285
    PC4 <= -0.3591195
    ->  class 2\|1  [0.927]

Rule 36/203: (9.4, lift 9.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -3.419537
    PC14 <= -2.019919
    PC28 <= -0.2747726
    ->  class 2\|1  [0.912]

Rule 36/204: (51.8/4, lift 9.1)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC41 > -0.1639172
    PC42 > -0.295864
    PC79 > 0.1331386
    ->  class 2\|1  [0.907]

Rule 36/205: (37.3/2.7, lift 9.1)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.2281314
    PC8 <= 2.291764
    PC10 <= -0.173114
    PC75 > 0.9745336
    ->  class 2\|1  [0.906]

Rule 36/206: (27.1/2.4, lift 8.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -1.655082
    PC100 > 3.830744
    ->  class 2\|1  [0.884]

Rule 36/207: (36/3.9, lift 8.8)
    PC1 <= -0.430681
    PC8 > 2.291764
    PC40 <= -1.046774
    PC59 <= 0.3551677
    ->  class 2\|1  [0.871]

Rule 36/208: (13.2/1.5, lift 8.4)
    PC1 > -0.430681
    PC3 <= 0.7393595
    PC8 <= 1.305627
    PC9 <= -0.1601986
    PC10 > -0.7506621
    PC20 <= -0.8441272
    ->  class 2\|1  [0.838]

Rule 36/209: (3.9, lift 8.4)
    PC1 > -0.430681
    PC8 > 1.305627
    PC9 <= -2.660782
    ->  class 2\|1  [0.830]

Rule 36/210: (23.8/4.2, lift 8.1)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.7517288
    PC8 <= 0.2281314
    PC25 > -0.1935104
    PC27 > 0.04355385
    PC55 > 0.6936838
    ->  class 2\|1  [0.799]

Rule 36/211: (20.5/5.8, lift 7.0)
    PC2 <= 2.5099
    PC8 > -0.7517288
    PC8 <= 0.2281314
    PC57 <= 0.01745239
    PC87 <= -0.8420532
    ->  class 2\|1  [0.697]

Rule 36/212: (183.4, lift 11.8)
    PC1 <= -0.430681
    PC2 > -9.022285
    PC2 <= 2.5099
    PC8 > -0.7517288
    PC8 <= 0.2281314
    PC20 > -0.5790179
    PC27 <= 0.04355385
    PC57 <= 0.01745239
    PC68 <= 2.248143
    PC76 <= 0.6715252
    PC87 > -0.8420532
    ->  class 2\|2  [0.995]

Rule 36/213: (158.2, lift 11.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC3 > -1.549498
    PC8 > 0.2281314
    PC8 <= 2.035859
    PC19 > -0.6589058
    PC20 > 0.1139575
    PC35 > -0.3002209
    PC44 <= 0.8259369
    PC47 > -0.4460302
    PC60 > -1.798167
    PC81 > 0.03051938
    ->  class 2\|2  [0.994]

Rule 36/214: (105.6, lift 11.8)
    PC1 <= -0.430681
    PC2 > -9.022285
    PC2 <= 2.5099
    PC8 > -1.655082
    PC8 <= -0.7517288
    PC12 <= 5.249692
    PC25 > -0.1935104
    PC28 > -0.2251837
    PC57 <= 0.01745239
    PC58 > 0.1642638
    PC76 <= 0.6715252
    ->  class 2\|2  [0.991]

Rule 36/215: (260.6/1.3, lift 11.8)
    PC1 <= -0.430681
    PC2 > -9.022285
    PC2 <= 2.5099
    PC8 > -0.7517288
    PC8 <= 0.2281314
    PC15 > -2.630221
    PC20 > -0.5790179
    PC25 > -0.1935104
    PC55 <= 0.6936838
    PC57 <= 0.01745239
    PC68 <= 2.248143
    PC76 <= 0.6715252
    PC87 > -0.8420532
    ->  class 2\|2  [0.991]

Rule 36/216: (64/0.2, lift 11.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -1.655082
    PC8 <= 0.2281314
    PC24 <= 0.5386673
    PC36 <= 0.9147669
    PC53 > -1.253691
    PC68 > -1.517411
    PC92 <= -0.2033162
    PC100 <= 3.830744
    ->  class 2\|2  [0.982]

Rule 36/217: (47.9, lift 11.7)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC8 <= 0.5831117
    PC9 <= -0.1601986
    PC10 > -0.7506621
    PC12 > -0.1754197
    PC19 > -1.358364
    PC20 > -0.8441272
    PC60 <= -0.5978747
    PC62 <= 0.5181395
    PC97 <= 1.238189
    ->  class 2\|2  [0.980]

Rule 36/218: (44.7, lift 11.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= 0.2281314
    PC12 <= 5.249692
    PC24 <= 0.5386673
    PC28 > -0.2251837
    PC36 <= 0.9147669
    PC53 > -1.253691
    PC65 <= -1.281206
    PC88 <= 0.6404063
    PC100 <= 3.830744
    ->  class 2\|2  [0.979]

Rule 36/219: (42.2, lift 11.6)
    PC1 > -4.201595
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -1.655082
    PC8 <= 0.2281314
    PC36 <= 0.9147669
    PC44 <= 0.4733733
    PC57 > 0.01745239
    PC63 > 0.1534764
    PC67 <= 0.6172517
    ->  class 2\|2  [0.977]

Rule 36/220: (71.3/0.7, lift 11.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -1.655082
    PC8 <= 0.2281314
    PC11 <= 1.023664
    PC30 > 0.06451562
    PC38 <= 0.4922125
    PC44 <= 0.4733733
    PC47 <= -0.1005748
    PC57 > 0.01745239
    PC62 > -1.089859
    PC68 > -1.517411
    PC79 > -0.04669815
    ->  class 2\|2  [0.976]

Rule 36/221: (33.4, lift 11.6)
    PC1 <= -0.430681
    PC2 > -9.022285
    PC2 <= 2.5099
    PC8 > -1.655082
    PC8 <= 0.2281314
    PC24 <= 0.5386673
    PC49 <= -0.5406145
    PC62 > -1.089859
    PC67 <= 0.6172517
    PC100 <= 3.830744
    ->  class 2\|2  [0.972]

Rule 36/222: (48.3/0.6, lift 11.5)
    PC1 <= -0.430681
    PC2 > -9.022285
    PC2 <= 2.5099
    PC8 > -1.655082
    PC8 <= 0.2281314
    PC24 > 0.5386673
    PC28 > -0.2251837
    PC57 > 0.01745239
    ->  class 2\|2  [0.968]

Rule 36/223: (118.2/4.2, lift 11.4)
    PC1 <= -0.430681
    PC8 > -1.655082
    PC8 <= -0.7517288
    PC15 > -2.630221
    PC25 > -0.1935104
    PC28 > -0.2251837
    PC57 <= 0.01745239
    PC64 > -0.1030496
    PC76 <= 0.6715252
    ->  class 2\|2  [0.957]

Rule 36/224: (21.3, lift 11.4)
    PC1 <= -0.430681
    PC8 > -3.419537
    PC8 <= -1.655082
    PC28 > -0.2747726
    PC43 <= -0.4935798
    PC75 > 1.541661
    ->  class 2\|2  [0.957]

Rule 36/225: (20.3, lift 11.4)
    PC8 > 0.2281314
    PC8 <= 2.291764
    PC19 <= -0.6589058
    PC20 > 0.1139575
    PC32 <= 0.9619102
    PC59 > -0.5256006
    PC88 > 0.23267
    ->  class 2\|2  [0.955]

Rule 36/226: (37.6/0.8, lift 11.4)
    PC1 <= -0.430681
    PC2 > -9.022285
    PC2 <= 2.5099
    PC8 > -1.655082
    PC8 <= 0.2281314
    PC12 <= 5.249692
    PC38 <= 0.4922125
    PC57 > 0.01745239
    PC67 > 0.6172517
    PC68 > -1.517411
    PC88 <= 0.6404063
    ->  class 2\|2  [0.954]

Rule 36/227: (19.8, lift 11.4)
    PC1 <= -0.430681
    PC5 > 0.7126794
    PC8 > -3.419537
    PC8 <= -1.655082
    PC43 <= -0.4935798
    PC78 > 0.259564
    PC98 > -0.2233318
    ->  class 2\|2  [0.954]

Rule 36/228: (60.2/1.9, lift 11.4)
    PC8 > -3.419537
    PC8 <= -1.655082
    PC9 > 8.98243
    PC68 <= 3.398125
    PC89 <= 0.3028287
    ->  class 2\|2  [0.954]

Rule 36/229: (29.3/0.6, lift 11.3)
    PC2 > -9.022285
    PC2 <= 2.5099
    PC8 > -1.655082
    PC8 <= 0.2281314
    PC44 > 0.4733733
    PC51 > 0.4507276
    PC53 > -1.253691
    ->  class 2\|2  [0.949]

Rule 36/230: (17.3, lift 11.3)
    PC8 > -3.419537
    PC8 <= -1.655082
    PC19 > -2.848473
    PC30 <= 0.1405453
    PC43 <= -0.4935798
    PC65 <= 0.9464298
    PC68 > -0.1712098
    PC97 > 0.1439482
    ->  class 2\|2  [0.948]

Rule 36/231: (35.1/1, lift 11.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC7 > 1.008098
    PC8 > -1.655082
    PC8 <= 0.2281314
    PC25 <= 0.1946862
    PC44 <= 0.4733733
    PC62 > -1.089859
    ->  class 2\|2  [0.947]

Rule 36/232: (48.3/1.9, lift 11.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.2281314
    PC8 <= 2.291764
    PC20 > 0.1139575
    PC44 <= 0.8259369
    PC70 > 0.28965
    ->  class 2\|2  [0.943]

Rule 36/233: (41.9/1.8, lift 11.1)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -1.655082
    PC8 <= 0.2281314
    PC12 <= 5.249692
    PC18 > 0.6255049
    PC44 <= 0.4733733
    PC67 <= 0.6172517
    ->  class 2\|2  [0.936]

Rule 36/234: (13, lift 11.1)
    PC1 <= -0.430681
    PC2 > -9.022285
    PC2 <= 2.5099
    PC8 > -3.419537
    PC8 <= 0.2281314
    PC9 <= 8.98243
    PC19 > -2.848473
    PC22 > -2.26426
    PC24 > 0.989116
    PC43 > -0.4935798
    ->  class 2\|2  [0.933]

Rule 36/235: (16.1/0.2, lift 11.1)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC5 > 0.7292559
    PC8 > -3.419537
    PC8 <= 0.2281314
    PC19 > -2.848473
    PC30 <= 0.1405453
    PC43 <= -0.4935798
    PC78 <= 0.9226202
    PC98 <= -0.2233318
    ->  class 2\|2  [0.932]

Rule 36/236: (11.7, lift 11.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.2281314
    PC8 <= 2.291764
    PC44 <= 0.8259369
    PC59 > -0.5256006
    PC85 <= -1.504104
    ->  class 2\|2  [0.927]

Rule 36/237: (11.1, lift 11.0)
    PC5 > 0.7126794
    PC5 <= 0.7292559
    PC8 > -3.419537
    PC8 <= -1.655082
    PC19 > -2.848473
    PC43 <= -0.4935798
    PC65 <= 0.9464298
    ->  class 2\|2  [0.924]

Rule 36/238: (46.8/3.5, lift 10.8)
    PC1 <= -0.430681
    PC8 > -3.419537
    PC8 <= -1.655082
    PC9 <= -1.891611
    PC28 > -0.2747726
    PC29 <= 0.2788967
    PC43 > -0.4935798
    PC55 > -0.2130033
    PC87 <= 0.3639604
    PC96 <= 0.2070312
    ->  class 2\|2  [0.908]

Rule 36/239: (34/2.7, lift 10.7)
    PC1 <= -0.430681
    PC8 > 0.2281314
    PC8 <= 2.291764
    PC19 > 3.386216
    PC44 <= 0.8259369
    ->  class 2\|2  [0.897]

Rule 36/240: (133.8/13.8, lift 10.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC3 > -1.549498
    PC8 > 0.2281314
    PC8 <= 2.291764
    PC19 > -0.6589058
    PC20 > 0.1139575
    PC32 <= 0.9619102
    PC35 > -0.3002209
    PC41 <= 0.1954395
    PC44 <= 0.8259369
    PC47 > -0.4460302
    ->  class 2\|2  [0.891]

Rule 36/241: (78/8.8, lift 10.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -3.419537
    PC8 <= -1.655082
    PC9 <= 8.98243
    PC19 > -2.848473
    PC28 > -0.2747726
    PC41 <= 12.51797
    PC43 <= -0.4935798
    PC65 <= 0.9464298
    PC68 <= -0.1712098
    ->  class 2\|2  [0.878]

Rule 36/242: (54.3/6.2, lift 10.4)
    PC1 <= -0.430681
    PC8 > 0.2281314
    PC8 <= 2.291764
    PC12 <= -3.024044
    PC32 <= 0.9619102
    PC44 <= 0.8259369
    ->  class 2\|2  [0.873]

Rule 36/243: (84.3/12.3, lift 10.1)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -1.655082
    PC8 <= 0.2281314
    PC28 > -0.2251837
    PC88 > 0.6404063
    ->  class 2\|2  [0.846]

Rule 36/244: (13.4/1.7, lift 9.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.2281314
    PC8 <= 2.291764
    PC10 > -0.1774239
    PC59 <= -0.5256006
    PC83 > -0.4795414
    PC83 <= -0.2116191
    ->  class 2\|2  [0.824]

Rule 36/245: (56.3/13.2, lift 9.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= 0.2281314
    PC22 <= -2.26426
    ->  class 2\|2  [0.756]

Rule 36/246: (249.4/60.5, lift 9.0)
    PC1 <= -0.430681
    PC2 > -9.022285
    PC2 <= 2.5099
    PC8 > -3.419537
    PC8 <= 0.2281314
    PC9 <= 8.98243
    PC30 > 0.1405453
    PC43 <= -0.4935798
    PC45 <= 0.429901
    PC65 <= 0.9464298
    ->  class 2\|2  [0.755]

Rule 36/247: (83.7/20.6, lift 8.9)
    PC1 <= -0.430681
    PC2 <= -1.375726
    PC8 > 0.2281314
    PC8 <= 0.7917142
    PC19 <= 3.386216
    PC20 <= 0.1139575
    PC24 <= 0.9433278
    PC34 > -0.102236
    PC58 > -0.5695113
    PC92 <= 0.1015455
    ->  class 2\|2  [0.748]

Rule 36/248: (138.4/34.5, lift 8.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.2281314
    PC21 <= -0.248798
    PC22 <= -1.207938
    ->  class 2\|2  [0.747]

Rule 36/249: (84.8/23.4, lift 8.6)
    PC1 <= -0.430681
    PC2 > -9.022285
    PC2 <= 2.5099
    PC8 > -1.655082
    PC8 <= 0.2281314
    PC38 > 0.4922125
    PC53 > -1.253691
    PC57 <= 1.089745
    ->  class 2\|2  [0.719]

Rule 36/250: (23.6/6.9, lift 8.2)
    PC1 <= -0.430681
    PC8 > 0.7917142
    PC8 <= 2.291764
    PC20 <= 0.1139575
    PC24 <= 0.9433278
    PC32 <= 0.9619102
    PC44 <= 0.8259369
    PC59 > -0.5256006
    PC96 <= -0.343765
    ->  class 2\|2  [0.692]

Rule 36/251: (118.6/78.6, lift 4.0)
    PC1 <= -0.430681
    PC8 > 0.2281314
    PC8 <= 2.291764
    PC10 > -0.173114
    PC52 <= -0.08389389
    ->  class 2\|2  [0.340]

Rule 36/252: (93.5, lift 8.5)
    PC1 > -4.201595
    PC2 <= 2.5099
    PC8 > -1.655082
    PC8 <= 0.2281314
    PC24 <= 0.5386673
    PC38 <= 0.4922125
    PC53 > -1.253691
    PC57 > 0.01745239
    PC62 <= -1.089859
    PC67 <= 0.6172517
    PC68 > -1.517411
    ->  class 2\|3  [0.990]

Rule 36/253: (89.4, lift 8.4)
    PC1 <= -0.430681
    PC8 <= -1.655082
    PC18 > -0.3439731
    PC47 > -0.4390213
    PC62 <= -0.9870893
    PC79 <= 0.3198665
    PC93 <= 0.4416389
    ->  class 2\|3  [0.989]

Rule 36/254: (108.4/0.3, lift 8.4)
    PC1 > -0.430681
    PC9 <= -3.577604
    PC10 <= -0.7506621
    PC25 > -0.1999125
    PC38 <= 0.6230372
    PC50 > -0.5425506
    PC70 > -0.6577831
    PC79 > -0.4246424
    PC83 <= 0.5285734
    ->  class 2\|3  [0.988]

Rule 36/255: (86.5, lift 8.4)
    PC1 <= -0.430681
    PC2 > -9.022285
    PC2 <= 2.5099
    PC8 <= -1.655082
    PC16 <= 0.3503052
    PC43 <= 1.324593
    PC81 > 0.3351382
    ->  class 2\|3  [0.988]

Rule 36/256: (70.6, lift 8.4)
    PC1 <= -0.430681
    PC8 <= -3.419537
    PC79 > 0.3198665
    ->  class 2\|3  [0.986]

Rule 36/257: (64.5/0.9, lift 8.3)
    PC1 > -0.430681
    PC3 <= 0.7393595
    PC8 <= 1.305627
    PC9 <= -0.1601986
    PC10 > -0.7506621
    PC19 > -1.358364
    PC60 > -0.5978747
    PC60 <= 0.6620334
    PC97 > -0.6781449
    ->  class 2\|3  [0.971]

Rule 36/258: (22.1, lift 8.2)
    PC10 <= -0.7506621
    PC19 > 3.693909
    PC79 <= -0.4246424
    ->  class 2\|3  [0.958]

Rule 36/259: (31.4/1.1, lift 8.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -3.419537
    PC8 <= -1.655082
    PC9 <= 8.98243
    PC29 > 0.2788967
    PC84 > -0.005165768
    ->  class 2\|3  [0.936]

Rule 36/260: (10.8, lift 7.9)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > -4.151197
    PC8 <= 0.5831117
    PC9 <= -0.1601986
    PC10 > -0.7506621
    PC12 <= -0.1754197
    PC19 > -1.358364
    PC60 <= -0.5978747
    PC97 > -0.6781449
    ->  class 2\|3  [0.922]

Rule 36/261: (10.5, lift 7.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -1.655082
    PC8 <= 0.2281314
    PC15 <= -2.630221
    PC28 > -0.2251837
    ->  class 2\|3  [0.920]

Rule 36/262: (10.4, lift 7.8)
    PC1 > -0.430681
    PC3 <= 0.7393595
    PC10 > -0.7506621
    PC16 > -1.941889
    PC19 > -1.358364
    PC20 > -0.8441272
    PC60 <= -0.5978747
    PC97 > 1.238189
    ->  class 2\|3  [0.919]

Rule 36/263: (11851.7/9517.4, lift 1.7)
    PC2 <= 2.5099
    ->  class 2\|3  [0.197]

Rule 36/264: (109.1, lift 24.7)
    PC8 <= -3.419537
    PC46 <= 0.413817
    PC49 <= 0.1074089
    PC81 <= 0.3297773
    PC85 > 0.6620975
    PC93 <= 0.4416389
    ->  class 2\|4  [0.991]

Rule 36/265: (86, lift 24.7)
    PC8 <= -3.419537
    PC43 > 1.324593
    PC46 <= 0.413817
    PC79 <= 0.3198665
    PC88 > -0.4544326
    ->  class 2\|4  [0.989]

Rule 36/266: (68.8, lift 24.6)
    PC1 <= -0.430681
    PC8 <= -3.419537
    PC27 > 0.3028358
    PC46 <= 0.413817
    PC49 <= 0.1074089
    PC62 > -0.9870893
    PC75 <= 0.7199995
    PC79 <= 0.3198665
    PC81 <= 0.3297773
    PC93 <= 0.4416389
    ->  class 2\|4  [0.985]

Rule 36/267: (146.7/1.4, lift 24.6)
    PC8 <= -3.419537
    PC16 <= 0.3503052
    PC46 <= 0.413817
    PC47 <= -0.4390213
    PC80 > -0.7858856
    PC81 <= 0.3351382
    PC96 <= 0.2890086
    ->  class 2\|4  [0.984]

Rule 36/268: (33.8, lift 24.3)
    PC1 <= -0.430681
    PC8 <= -3.419537
    PC21 > 0.6167293
    PC46 <= 0.413817
    PC49 > 0.1074089
    PC75 <= 0.7199995
    PC79 <= 0.3198665
    ->  class 2\|4  [0.972]

Rule 36/269: (33, lift 24.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -3.419537
    PC8 <= 0.2281314
    PC14 > -2.019919
    PC28 <= -0.2747726
    PC62 <= 0.544266
    ->  class 2\|4  [0.971]

Rule 36/270: (67.6/1.2, lift 24.2)
    PC1 <= -0.430681
    PC8 > -3.419537
    PC8 <= -1.655082
    PC19 <= -2.848473
    PC70 > -0.4212142
    PC95 > 0.08150298
    ->  class 2\|4  [0.969]

Rule 36/271: (96.4/2.1, lift 24.2)
    PC1 > -0.430681
    PC8 <= -1.538053
    PC10 <= -0.7506621
    PC19 <= 3.693909
    PC25 > -0.1999125
    PC79 <= -0.4246424
    ->  class 2\|4  [0.968]

Rule 36/272: (63.6/2.3, lift 23.7)
    PC8 <= -3.419537
    PC18 <= -0.3439731
    PC22 > -2.26426
    PC46 <= 0.413817
    PC49 <= 0.1074089
    PC75 <= 0.7199995
    PC81 <= 0.3297773
    PC96 <= 0.2890086
    ->  class 2\|4  [0.950]

Rule 36/273: (13.6, lift 23.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -3.419537
    PC8 <= -1.655082
    PC43 <= -0.4935798
    PC45 > 0.429901
    ->  class 2\|4  [0.936]

Rule 36/274: (11.8, lift 23.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -3.419537
    PC11 <= -4.141527
    ->  class 2\|4  [0.927]

Rule 36/275: (72.1/5.5, lift 22.8)
    PC1 > -0.430681
    PC8 <= -1.538053
    PC10 <= -0.7506621
    PC25 > -0.1999125
    PC50 > -0.5425506
    PC83 > 0.5285734
    ->  class 2\|4  [0.912]

Rule 36/276: (8.7, lift 22.6)
    PC1 > -0.430681
    PC3 <= 0.7393595
    PC9 <= -0.1601986
    PC10 > -0.7506621
    PC19 > -1.358364
    PC60 > 0.6620334
    PC97 > -0.6781449
    ->  class 2\|4  [0.907]

Rule 36/277: (131/14.2, lift 22.1)
    PC1 <= -0.430681
    PC4 <= -0.07536558
    PC8 <= -3.419537
    PC17 <= 0.9261561
    PC18 > -0.3439731
    PC44 > -0.600907
    PC46 <= 0.413817
    PC49 <= 0.1074089
    PC62 > -0.9870893
    PC76 <= 0.3741901
    PC78 <= -0.16838
    PC85 <= 0.6011554
    PC93 <= 0.4416389
    PC96 <= 0.2890086
    ->  class 2\|4  [0.886]

Rule 36/278: (32.8/4.3, lift 21.2)
    PC1 <= -0.430681
    PC8 <= -1.655082
    PC19 <= -2.848473
    PC63 <= -0.4263418
    ->  class 2\|4  [0.849]

Rule 36/279: (33.5/9.4, lift 17.7)
    PC8 <= -1.655082
    PC9 <= 8.98243
    PC41 > 12.51797
    ->  class 2\|4  [0.708]

Rule 36/280: (28/9.5, lift 16.2)
    PC1 <= -0.430681
    PC2 > -9.022285
    PC8 > -3.419537
    PC8 <= -1.655082
    PC29 > 0.2788967
    PC43 > -0.4935798
    PC65 <= 0.9464298
    PC84 <= -0.005165768
    ->  class 2\|4  [0.649]

Default class: 2\|3

-----  Trial 37:  -----

Rules:

Rule 37/1: (138.5/1, lift 17.2)
    PC1 > -0.7152014
    PC3 > -4.011993
    PC11 > -0.0691557
    PC13 <= 0.8594266
    PC17 <= 1.84489
    PC18 > 2.144698
    PC19 <= -0.1523438
    PC30 > -1.663647
    PC31 > -0.2922627
    PC35 <= 0.5582652
    PC53 <= 1.160364
    PC57 > -0.6476845
    PC76 <= 0.6833994
    PC88 <= 0.4745745
    ->  class 0\|0  [0.986]

Rule 37/2: (59.4, lift 17.1)
    PC1 > -0.7152014
    PC13 <= 0.8594266
    PC15 > -0.4957329
    PC18 > 1.574468
    PC24 > -2.660223
    PC58 > -1.082893
    PC71 <= -0.4993003
    ->  class 0\|0  [0.984]

Rule 37/3: (47.1, lift 17.0)
    PC2 > 2.5099
    PC13 <= 7.506931
    PC18 > 1.574468
    PC42 > 2.376789
    PC71 <= -0.7257375
    ->  class 0\|0  [0.980]

Rule 37/4: (29.9, lift 16.8)
    PC1 > -0.7152014
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 7.506931
    PC15 > -0.4957329
    PC18 > -0.7097994
    PC35 <= 0.5582652
    PC84 > -0.527899
    PC100 <= -0.8964332
    ->  class 0\|0  [0.968]

Rule 37/5: (234.5/7.3, lift 16.8)
    PC2 <= 7.111013
    PC4 > -3.419555
    PC9 <= 0.6018866
    PC13 <= 7.506931
    PC15 > -0.4957329
    PC18 > 1.574468
    PC32 > 0.5145212
    PC42 <= 0.7155671
    PC55 > -0.5464703
    PC72 > -1.468035
    ->  class 0\|0  [0.965]

Rule 37/6: (25.7, lift 16.8)
    PC1 > -0.7152014
    PC13 <= 7.506931
    PC18 > 1.574468
    PC36 > 2.547284
    PC60 <= 0.1094435
    ->  class 0\|0  [0.964]

Rule 37/7: (113.3/3.2, lift 16.8)
    PC7 > -0.9216638
    PC13 <= 7.506931
    PC15 > -0.4957329
    PC18 > 1.574468
    PC24 <= -2.660223
    PC35 <= 0.5582652
    PC40 <= 2.548591
    PC55 > -0.5464703
    ->  class 0\|0  [0.963]

Rule 37/8: (21.4, lift 16.6)
    PC1 > -0.7152014
    PC3 > -4.011993
    PC13 <= 0.8594266
    PC18 > 1.574468
    PC19 > -0.1523438
    PC35 <= 0.5582652
    PC52 > 0.7453421
    PC58 > -1.082893
    PC60 <= 0.1094435
    PC77 > -0.3261121
    PC86 <= 0.2967954
    ->  class 0\|0  [0.957]

Rule 37/9: (74.3/4.1, lift 16.2)
    PC2 <= 7.111013
    PC4 <= -3.419555
    PC12 <= 0.8509473
    PC15 > -0.4957329
    PC18 > 1.574468
    PC32 > 0.5145212
    PC49 <= -0.1722078
    PC89 <= 1.57139
    ->  class 0\|0  [0.933]

Rule 37/10: (48.1/2.7, lift 16.1)
    PC1 > -0.7152014
    PC13 <= 0.8594266
    PC18 > 1.574468
    PC32 <= 0.5145212
    PC35 <= 0.5582652
    PC60 <= 0.1094435
    PC76 <= 0.6833994
    PC93 > 0.8063704
    ->  class 0\|0  [0.926]

Rule 37/11: (20.2/0.7, lift 16.1)
    PC1 > -0.7152014
    PC13 <= 0.8594266
    PC18 > 1.574468
    PC32 <= 0.5145212
    PC55 > -0.5464703
    PC84 <= -0.527899
    ->  class 0\|0  [0.923]

Rule 37/12: (97.7/6.8, lift 16.0)
    PC2 > 2.5099
    PC13 <= 0.8594266
    PC18 > 1.574468
    PC32 <= 0.5145212
    PC55 > -0.5464703
    PC58 > -1.082893
    PC60 <= 0.1094435
    PC76 <= 0.6833994
    PC86 > 0.2967954
    ->  class 0\|0  [0.922]

Rule 37/13: (85.8/6.3, lift 16.0)
    PC13 <= 7.506931
    PC15 > -0.4957329
    PC18 > 1.574468
    PC35 <= 0.5582652
    PC40 > 2.548591
    PC53 > -1.918929
    ->  class 0\|0  [0.917]

Rule 37/14: (60.7/4.5, lift 15.9)
    PC1 > -0.7152014
    PC13 <= 7.506931
    PC15 > -0.4957329
    PC18 > 1.574468
    PC30 <= -1.663647
    PC35 <= 0.5582652
    ->  class 0\|0  [0.912]

Rule 37/15: (69.6/7.7, lift 15.3)
    PC1 > -0.7152014
    PC13 <= 7.506931
    PC18 > 1.574468
    PC35 <= 0.5582652
    PC55 > -0.5464703
    PC58 > -1.082893
    PC77 <= -0.3261121
    ->  class 0\|0  [0.878]

Rule 37/16: (104.7/15.3, lift 14.7)
    PC2 > 2.5099
    PC13 <= 7.506931
    PC15 > -0.4957329
    PC18 > 1.574468
    PC53 <= -1.918929
    PC55 > -0.5464703
    ->  class 0\|0  [0.847]

Rule 37/17: (3.3, lift 14.1)
    PC15 <= -0.4957329
    PC64 <= -7.719151
    ->  class 0\|0  [0.810]

Rule 37/18: (39.1/8, lift 13.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 > 0.1746644
    PC18 > -0.7097994
    PC18 <= 1.574468
    ->  class 0\|0  [0.781]

Rule 37/19: (50.3/10.9, lift 13.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 <= -0.1240608
    PC13 <= 7.506931
    PC18 > -0.7097994
    PC18 <= 1.574468
    PC47 <= -0.9183904
    ->  class 0\|0  [0.773]

Rule 37/20: (31.8/6.8, lift 13.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 <= 0.1746644
    PC13 <= 7.506931
    PC15 > -0.4957329
    PC18 > -0.7097994
    PC23 > -1.15308
    PC42 <= 1.576579
    PC50 <= 1.292714
    PC76 <= -1.550991
    PC78 > -0.8622555
    PC96 <= 1.564986
    ->  class 0\|0  [0.769]

Rule 37/21: (23/6.9, lift 11.9)
    PC2 > 2.5099
    PC13 <= 7.506931
    PC14 > 0.3186164
    PC15 <= -0.4957329
    PC18 > -0.7097994
    PC67 > -0.3901699
    ->  class 0\|0  [0.686]

Rule 37/22: (147.6, lift 10.8)
    PC3 <= -4.011993
    PC13 <= 7.506931
    PC18 > 1.574468
    PC24 > -2.660223
    PC30 > -1.663647
    PC42 <= 2.376789
    PC53 > -1.918929
    PC60 <= 0.1094435
    PC71 > -0.4993003
    PC100 > -0.8964332
    ->  class 0\|1  [0.993]

Rule 37/23: (92.8, lift 10.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 7.506931
    PC15 > -0.4957329
    PC18 > -0.7097994
    PC31 <= -0.2922627
    PC32 <= 0.5145212
    PC36 <= 2.547284
    PC42 <= 2.376789
    PC58 > -1.082893
    PC77 > -0.3261121
    ->  class 0\|1  [0.989]

Rule 37/24: (81.5, lift 10.8)
    PC1 > -0.7152014
    PC11 <= -0.0691557
    PC13 <= 7.506931
    PC18 > 1.574468
    PC24 > -2.660223
    PC32 <= 0.5145212
    PC71 > -0.4993003
    PC77 > -0.3261121
    ->  class 0\|1  [0.988]

Rule 37/25: (118.5/0.5, lift 10.8)
    PC2 > 2.5099
    PC13 <= 7.506931
    PC15 > -0.4957329
    PC18 > 1.574468
    PC35 > 0.5582652
    PC72 <= 1.105367
    ->  class 0\|1  [0.988]

Rule 37/26: (71.2, lift 10.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 7.506931
    PC17 > 1.84489
    PC19 <= -0.1523438
    PC24 > -2.660223
    PC40 <= 2.548591
    PC58 > -1.082893
    PC84 > -0.527899
    PC86 <= 0.2967954
    ->  class 0\|1  [0.986]

Rule 37/27: (63.9, lift 10.8)
    PC1 > -0.7152014
    PC18 > 1.574468
    PC24 > -2.660223
    PC60 <= 0.1094435
    PC76 > 0.6833994
    PC77 > -0.3261121
    PC100 > -0.8964332
    ->  class 0\|1  [0.985]

Rule 37/28: (60.4, lift 10.7)
    PC1 > -0.7152014
    PC13 <= 7.506931
    PC18 > 1.574468
    PC24 > -2.660223
    PC40 <= 2.548591
    PC42 <= 2.376789
    PC53 > -1.918929
    PC58 <= -1.082893
    PC60 > -1.844958
    PC60 <= 0.1094435
    PC100 > -0.8964332
    ->  class 0\|1  [0.984]

Rule 37/29: (85.9/0.8, lift 10.7)
    PC3 <= 1.640775
    PC4 <= -3.419555
    PC12 <= 0.8509473
    PC15 > -0.4957329
    PC18 > -0.7097994
    PC32 > 0.5145212
    PC49 > -0.1722078
    ->  class 0\|1  [0.980]

Rule 37/30: (70.9/0.5, lift 10.7)
    PC1 > -0.7152014
    PC13 > 0.8594266
    PC13 <= 7.506931
    PC18 > 1.574468
    PC32 <= 0.5145212
    PC42 <= 2.376789
    ->  class 0\|1  [0.979]

Rule 37/31: (234.2/4.7, lift 10.7)
    PC1 <= -0.7152014
    PC2 > 2.5099
    PC13 <= 7.506931
    PC18 > 1.574468
    PC24 > -2.660223
    PC32 <= 0.5145212
    PC42 <= 2.376789
    PC53 > -1.918929
    PC55 > -0.5464703
    PC72 <= 1.105367
    PC73 > -1.493921
    ->  class 0\|1  [0.976]

Rule 37/32: (96/1.3, lift 10.7)
    PC1 > -0.7152014
    PC13 <= 0.8594266
    PC15 > -0.4957329
    PC18 > 1.574468
    PC24 > -2.660223
    PC30 > -1.663647
    PC32 <= 0.5145212
    PC40 <= 2.548591
    PC60 > 0.1094435
    ->  class 0\|1  [0.976]

Rule 37/33: (165.7/4.2, lift 10.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 1.65137
    PC15 > -0.4957329
    PC17 <= -0.5324037
    PC18 > -0.6947346
    PC18 <= 1.574468
    PC23 > -1.15308
    PC31 <= 0.1235708
    PC42 <= 1.217813
    PC48 <= 0.3602106
    PC76 <= 2.551649
    PC78 > -0.8622555
    PC84 > -0.5115048
    ->  class 0\|1  [0.969]

Rule 37/34: (256.4/6.9, lift 10.6)
    PC18 > 1.574468
    PC19 > -0.1523438
    PC24 > -2.660223
    PC30 > -1.663647
    PC32 <= 0.5145212
    PC36 <= 2.547284
    PC40 <= 2.548591
    PC46 <= 0.4887946
    PC52 <= 0.7453421
    PC76 <= 0.6833994
    PC84 > -0.527899
    PC86 <= 0.2967954
    PC93 <= 0.8063704
    PC100 > -0.8964332
    ->  class 0\|1  [0.969]

Rule 37/35: (249.8/7, lift 10.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 <= 0.1746644
    PC13 <= 7.506931
    PC15 > -0.4957329
    PC17 > -0.5324037
    PC18 > -0.7097994
    PC18 <= 1.574468
    PC20 > -2.008333
    PC23 > -1.15308
    PC42 <= 1.217813
    PC48 <= 0.3602106
    PC50 <= 1.292714
    PC76 > -1.550991
    PC78 > -0.8622555
    PC84 > -0.5115048
    PC90 > -1.207988
    PC96 <= 1.564986
    ->  class 0\|1  [0.968]

Rule 37/36: (82.9/1.8, lift 10.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 7.506931
    PC18 > -0.7097994
    PC24 > -2.660223
    PC42 <= 2.376789
    PC57 <= -0.6476845
    PC58 > -1.082893
    PC60 <= 0.1094435
    PC71 > -0.4993003
    PC76 <= 0.6833994
    PC77 > -0.3261121
    PC86 <= 0.2967954
    ->  class 0\|1  [0.966]

Rule 37/37: (25, lift 10.5)
    PC18 > 2.058226
    PC18 <= 4.696475
    PC97 <= -5.848366
    ->  class 0\|1  [0.963]

Rule 37/38: (23.4, lift 10.5)
    PC2 > 7.111013
    PC13 <= 7.506931
    PC15 > -0.4957329
    PC18 > 1.574468
    PC32 > 0.5145212
    ->  class 0\|1  [0.961]

Rule 37/39: (23, lift 10.5)
    PC15 > -0.4957329
    PC18 > -0.7097994
    PC20 > 2.311481
    PC42 > 1.576579
    ->  class 0\|1  [0.960]

Rule 37/40: (126.5/4.2, lift 10.5)
    PC2 > 2.5099
    PC13 <= 7.506931
    PC15 > -0.4957329
    PC18 > 1.574468
    PC55 <= -0.5464703
    PC60 > -1.844958
    ->  class 0\|1  [0.960]

Rule 37/41: (30.8/0.5, lift 10.4)
    PC13 <= 7.506931
    PC18 > 1.574468
    PC19 <= -0.1523438
    PC24 > -2.660223
    PC32 <= 0.5145212
    PC42 <= 2.376789
    PC53 > 1.160364
    PC60 <= 0.1094435
    PC71 > -0.4993003
    ->  class 0\|1  [0.954]

Rule 37/42: (15, lift 10.3)
    PC4 <= -3.419555
    PC12 > 0.8509473
    PC13 <= 7.506931
    PC18 > 1.574468
    PC42 <= 2.376789
    ->  class 0\|1  [0.941]

Rule 37/43: (14.3, lift 10.2)
    PC7 <= -0.5995725
    PC13 > 7.506931
    PC18 > 2.058226
    PC42 > -3.974739
    ->  class 0\|1  [0.939]

Rule 37/44: (94.1/6.1, lift 10.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 <= -0.7813665
    PC16 <= 0.9115692
    PC18 <= -0.7097994
    PC20 > -3.549603
    PC57 > 0.5255969
    ->  class 0\|1  [0.926]

Rule 37/45: (50.1/2.8, lift 10.1)
    PC2 > 2.5099
    PC8 > 0.1232483
    PC15 <= -0.4957329
    PC16 <= 0.7175595
    PC18 > -0.7097994
    PC46 <= 0.2293818
    ->  class 0\|1  [0.926]

Rule 37/46: (26.7/1.1, lift 10.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 0.8594266
    PC18 > -0.7097994
    PC18 <= 2.144698
    PC19 <= -0.1523438
    PC35 <= 0.5582652
    PC55 > -0.5464703
    PC58 > -1.082893
    PC60 <= 0.1094435
    PC71 > -0.4993003
    PC76 <= 0.6833994
    PC86 <= 0.2967954
    ->  class 0\|1  [0.925]

Rule 37/47: (14.3/0.2, lift 10.1)
    PC2 <= 7.111013
    PC13 <= 7.506931
    PC18 > 1.574468
    PC60 > -1.844958
    PC89 > 1.57139
    ->  class 0\|1  [0.924]

Rule 37/48: (10.8, lift 10.1)
    PC2 > 2.5099
    PC14 <= 0.3186164
    PC18 > -0.7097994
    PC35 <= -0.7914755
    PC67 > -0.3901699
    PC68 <= 0.809797
    ->  class 0\|1  [0.922]

Rule 37/49: (8.2, lift 9.8)
    PC2 > 2.5099
    PC13 <= 7.506931
    PC15 > -0.4957329
    PC18 > -0.7097994
    PC32 > 0.5145212
    PC42 > 0.7155671
    PC55 > -0.5464703
    ->  class 0\|1  [0.902]

Rule 37/50: (168.5/19.7, lift 9.6)
    PC2 > 2.5099
    PC7 <= -0.9216638
    PC18 > 1.574468
    PC32 <= 0.5145212
    PC42 <= 2.376789
    PC53 > -1.918929
    PC72 <= 1.105367
    ->  class 0\|1  [0.878]

Rule 37/51: (197.3/26.3, lift 9.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 1.65137
    PC15 > -0.4957329
    PC18 > -0.7097994
    PC18 <= 1.574468
    PC62 > 0.2452577
    PC84 > -0.5115048
    PC90 > -1.207988
    PC96 <= 1.564986
    PC98 <= 0.1623267
    ->  class 0\|1  [0.863]

Rule 37/52: (130.1/19.6, lift 9.2)
    PC3 > -4.011993
    PC18 > 1.574468
    PC24 > -2.660223
    PC32 <= 0.5145212
    PC36 <= 2.547284
    PC58 > -1.082893
    PC71 > -0.4993003
    PC76 <= 0.6833994
    PC88 > 0.4745745
    PC100 > -0.8964332
    ->  class 0\|1  [0.844]

Rule 37/53: (14.9/3.6, lift 7.9)
    PC2 > 2.5099
    PC9 > 0.6018866
    PC18 > 1.574468
    PC32 > 0.5145212
    ->  class 0\|1  [0.728]

Rule 37/54: (49.4/16.5, lift 7.2)
    PC13 > 7.506931
    PC18 > 4.696475
    ->  class 0\|1  [0.659]

Rule 37/55: (28.1, lift 10.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC10 > -3.67416
    PC13 <= 7.506931
    PC15 > -0.4957329
    PC18 <= 1.574468
    PC23 <= -1.15308
    PC42 <= 1.576579
    PC62 > 0.2452577
    PC98 <= 0.1623267
    ->  class 0\|2  [0.967]

Rule 37/56: (58.2/1.9, lift 10.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC56 <= -5.290535
    PC97 > -1.064425
    ->  class 0\|2  [0.953]

Rule 37/57: (30.2/7, lift 7.9)
    PC1 <= -0.7152014
    PC2 > 2.5099
    PC18 > 1.574468
    PC24 > -2.660223
    PC32 <= 0.5145212
    PC35 <= 0.5582652
    PC73 <= -1.493921
    ->  class 0\|2  [0.751]

Rule 37/58: (8039.1/6136.8, lift 2.5)
    PC2 > 2.5099
    ->  class 0\|2  [0.237]

Rule 37/59: (100.2, lift 10.6)
    PC2 > 2.5099
    PC4 > -7.746524
    PC4 <= 7.836419
    PC7 > -0.7813665
    PC18 > -2.15512
    PC18 <= -0.7097994
    PC34 > -2.314299
    PC65 <= 1.247864
    PC69 > 0.5042666
    PC72 > -0.1523767
    PC74 > -0.7706462
    PC81 <= 0.6315112
    PC94 <= 0.5915225
    ->  class 0\|3  [0.990]

Rule 37/60: (87.8, lift 10.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 > -5.472937
    PC15 <= -0.2264823
    PC18 > -2.15512
    PC18 <= -0.7097994
    PC65 <= 1.247864
    PC69 <= 0.4004261
    PC80 > -0.84135
    PC81 <= 1.244725
    PC90 > -0.609529
    PC94 <= 0.5915225
    PC97 > -1.064425
    PC100 > 0.04180783
    ->  class 0\|3  [0.989]

Rule 37/61: (87.7, lift 10.6)
    PC2 > 2.5099
    PC4 <= 7.836419
    PC6 > -0.8754076
    PC7 > -0.7813665
    PC18 <= -0.7097994
    PC34 > -2.314299
    PC54 <= 2.065378
    PC65 <= 1.247864
    PC72 > 0.6299963
    PC79 > -1.504458
    PC89 <= 1.268331
    PC91 <= 1.420342
    ->  class 0\|3  [0.989]

Rule 37/62: (167.7/1.2, lift 10.6)
    PC2 > 2.953784
    PC3 <= 1.640775
    PC4 > -7.746524
    PC4 <= 7.836419
    PC18 <= -2.15512
    PC34 > -2.314299
    PC36 <= 1.282304
    PC45 > -0.9751545
    PC54 > -1.563718
    PC57 <= 1.53678
    PC65 <= 1.247864
    PC67 > -0.2912059
    PC71 <= 0.4617079
    PC87 <= -0.1697736
    PC94 <= 0.5915225
    ->  class 0\|3  [0.987]

Rule 37/63: (69.1, lift 10.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC15 <= -1.580942
    PC18 <= -0.7097994
    PC56 > -5.290535
    PC80 > -0.84135
    PC89 <= 1.268331
    ->  class 0\|3  [0.986]

Rule 37/64: (84.2/0.2, lift 10.6)
    PC2 > 2.5099
    PC6 > -0.8754076
    PC8 <= -0.3975045
    PC18 <= -0.7097994
    PC65 > -0.8018348
    PC81 <= 0.6315112
    PC94 > 0.5915225
    ->  class 0\|3  [0.986]

Rule 37/65: (68.2, lift 10.6)
    PC4 > -7.746524
    PC4 <= 7.836419
    PC18 <= -0.7097994
    PC34 > -2.314299
    PC56 > -5.290535
    PC81 <= 1.244725
    PC89 <= 1.268331
    PC91 > 1.420342
    PC97 > -1.064425
    ->  class 0\|3  [0.986]

Rule 37/66: (57.5, lift 10.6)
    PC2 > 2.5099
    PC4 <= 7.836419
    PC10 > -5.74791
    PC18 <= -0.7097994
    PC39 <= -1.403201
    PC52 > -2.073509
    PC89 <= 1.268331
    ->  class 0\|3  [0.983]

Rule 37/67: (54.9, lift 10.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC15 <= -0.4957329
    PC30 > -3.208889
    PC40 <= -2.668637
    ->  class 0\|3  [0.982]

Rule 37/68: (85.2/0.9, lift 10.5)
    PC4 <= 7.836419
    PC6 > -1.630364
    PC10 > -5.74791
    PC18 <= -0.7097994
    PC45 <= -0.9751545
    PC56 > -5.290535
    PC65 <= 1.247864
    PC80 > -0.84135
    PC81 <= 1.244725
    PC89 <= 1.268331
    PC97 > -1.064425
    ->  class 0\|3  [0.978]

Rule 37/69: (58.4/0.6, lift 10.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 <= 7.836419
    PC18 <= -0.7097994
    PC54 > 2.422222
    ->  class 0\|3  [0.974]

Rule 37/70: (35.1, lift 10.4)
    PC4 <= 7.836419
    PC18 > -2.15512
    PC18 <= -0.7097994
    PC20 <= -3.048295
    PC34 > -2.314299
    PC81 <= 1.244725
    PC97 > -1.064425
    ->  class 0\|3  [0.973]

Rule 37/71: (33, lift 10.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC10 > -5.74791
    PC18 > -2.15512
    PC18 <= -0.7097994
    PC34 > -2.314299
    PC79 > -1.504458
    PC89 <= 1.268331
    PC92 <= -1.097641
    PC94 <= 0.5915225
    ->  class 0\|3  [0.971]

Rule 37/72: (76.2/1.4, lift 10.4)
    PC2 > 2.5099
    PC4 > -7.746524
    PC4 <= 7.836419
    PC6 > -0.8754076
    PC10 > -5.74791
    PC18 <= -0.7097994
    PC20 > -3.048295
    PC34 > -2.314299
    PC50 > 0.3972851
    PC72 > -0.1523767
    PC74 > -0.7706462
    PC81 <= 1.244725
    PC89 <= 1.268331
    PC92 > -1.097641
    PC94 <= 0.5915225
    ->  class 0\|3  [0.970]

Rule 37/73: (28.1, lift 10.4)
    PC18 <= -0.7097994
    PC20 <= -2.030329
    PC54 <= 2.065378
    PC80 <= -0.84135
    PC97 > -1.064425
    ->  class 0\|3  [0.967]

Rule 37/74: (64.9/1.7, lift 10.3)
    PC2 > 2.5099
    PC4 <= 7.836419
    PC7 > -0.7813665
    PC18 <= -0.7097994
    PC52 <= -2.073509
    PC54 <= 2.065378
    PC56 > -5.290535
    PC81 <= 1.244725
    PC89 <= 1.268331
    PC97 > -1.064425
    ->  class 0\|3  [0.959]

Rule 37/75: (57.1/1.5, lift 10.3)
    PC6 > -1.630364
    PC7 <= -0.7813665
    PC10 > -6.138355
    PC10 <= -2.739409
    PC18 <= -0.7097994
    PC20 <= -3.549603
    ->  class 0\|3  [0.958]

Rule 37/76: (21.5, lift 10.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 <= -0.7097994
    PC34 > -2.314299
    PC56 > -5.290535
    PC65 <= -0.8018348
    PC81 <= 1.244725
    PC94 > 0.5915225
    PC97 > -1.064425
    ->  class 0\|3  [0.957]

Rule 37/77: (19.6, lift 10.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 <= 7.836419
    PC7 > -0.7813665
    PC18 > -2.15512
    PC18 <= -0.7097994
    PC20 > -3.048295
    PC52 > -2.073509
    PC58 <= 2.413135
    PC72 > -0.1523767
    PC74 > 0.1543131
    PC81 <= 1.244725
    PC100 <= 0.04180783
    ->  class 0\|3  [0.954]

Rule 37/78: (276.3/12, lift 10.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 > -5.809279
    PC4 <= 7.836419
    PC7 > -0.7813665
    PC18 <= -0.7097994
    PC52 <= 4.255966
    PC97 <= -1.064425
    ->  class 0\|3  [0.953]

Rule 37/79: (39/0.9, lift 10.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 7.506931
    PC15 <= -0.4957329
    PC18 > -0.7097994
    PC67 <= -0.3901699
    ->  class 0\|3  [0.953]

Rule 37/80: (27.5/0.5, lift 10.2)
    PC2 > 2.5099
    PC13 > 1.65137
    PC13 <= 7.506931
    PC18 > -0.7097994
    PC72 > 0.6901354
    ->  class 0\|3  [0.950]

Rule 37/81: (21.3/0.2, lift 10.2)
    PC3 <= 1.640775
    PC6 > 0.06071866
    PC18 > -2.15512
    PC18 <= -0.7097994
    PC74 <= 0.1543131
    PC79 > -1.504458
    PC80 > -0.84135
    PC80 <= 0.006284486
    PC100 <= 0.04180783
    ->  class 0\|3  [0.947]

Rule 37/82: (59.2/2.4, lift 10.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC42 <= -3.974739
    ->  class 0\|3  [0.945]

Rule 37/83: (82.8/3.7, lift 10.1)
    PC10 > 3.486755
    PC13 > 7.506931
    PC18 > -0.7097994
    PC18 <= 2.058226
    PC19 <= -0.1092962
    PC27 > -1.313878
    PC46 > -0.5801165
    ->  class 0\|3  [0.945]

Rule 37/84: (41/1.4, lift 10.1)
    PC4 > 7.836419
    PC6 > -1.630364
    PC15 <= 1.30723
    PC37 <= -2.541755
    ->  class 0\|3  [0.944]

Rule 37/85: (15.1, lift 10.1)
    PC13 > 7.506931
    PC18 > 2.058226
    PC34 <= -1.386809
    ->  class 0\|3  [0.941]

Rule 37/86: (15.2, lift 10.1)
    PC4 > 7.836419
    PC15 <= 1.30723
    PC18 <= -0.7097994
    PC32 > -1.093292
    PC55 <= -1.653106
    ->  class 0\|3  [0.939]

Rule 37/87: (304.4/18.2, lift 10.1)
    PC2 > 2.953784
    PC4 > -7.746524
    PC4 <= 7.836419
    PC10 > -5.74791
    PC18 <= -2.15512
    PC19 > 0.04760263
    PC37 > -0.7685974
    PC54 > -1.563718
    PC57 <= 1.53678
    PC67 > -0.2912059
    PC71 <= 0.4617079
    PC79 > -1.504458
    PC80 > -0.84135
    PC94 <= 0.5915225
    ->  class 0\|3  [0.937]

Rule 37/88: (11.7, lift 10.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 > -7.746524
    PC4 <= 7.836419
    PC18 <= -0.7097994
    PC35 > 0.04797228
    PC56 > -5.290535
    PC80 <= -0.84135
    PC97 > -1.064425
    ->  class 0\|3  [0.927]

Rule 37/89: (485.4/37.2, lift 9.9)
    PC3 <= 1.640775
    PC4 > -7.746524
    PC4 <= 7.836419
    PC10 > -5.74791
    PC18 <= -2.15512
    PC26 <= 1.386091
    PC34 > -2.314299
    PC36 > -2.252803
    PC37 > -0.7685974
    PC54 > -1.563718
    PC57 <= 1.53678
    PC65 <= 0.522086
    PC67 > -0.2912059
    PC71 <= 0.4617079
    PC79 > -1.504458
    PC89 > -0.7280674
    PC89 <= 1.268331
    PC94 <= 0.5915225
    ->  class 0\|3  [0.922]

Rule 37/90: (28.3/2.1, lift 9.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC15 <= -0.4957329
    PC18 > -0.7097994
    PC30 > -3.208889
    PC64 > -7.719151
    PC68 > 0.809797
    ->  class 0\|3  [0.897]

Rule 37/91: (46.3/4.2, lift 9.6)
    PC4 <= 7.836419
    PC7 > -0.7813665
    PC18 <= -0.7097994
    PC34 <= -2.314299
    PC54 <= 2.065378
    PC55 > 0.1203865
    PC65 <= 1.247864
    PC79 > -1.504458
    ->  class 0\|3  [0.893]

Rule 37/92: (6.6, lift 9.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC8 > 0.1232483
    PC15 <= -0.4957329
    PC16 > 0.7175595
    PC18 > -0.7097994
    ->  class 0\|3  [0.884]

Rule 37/93: (32.9/8.4, lift 7.9)
    PC4 > 7.836419
    PC15 <= 1.30723
    PC18 <= -0.7097994
    PC32 > -1.093292
    PC50 > 0.3710762
    PC79 > -0.1174676
    ->  class 0\|3  [0.731]

Rule 37/94: (146.9/0.2, lift 25.8)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC6 <= 5.357594
    PC7 > -0.2138148
    PC15 <= -3.116522
    ->  class 1\|0  [0.992]

Rule 37/95: (86.1, lift 25.7)
    PC1 > -0.430681
    PC3 <= 0.775887
    PC9 > 0.2354248
    PC10 > -0.7764253
    PC21 > 0.5815075
    ->  class 1\|0  [0.989]

Rule 37/96: (81.6/0.2, lift 25.7)
    PC1 > -0.430681
    PC7 > -0.2138148
    PC15 <= -3.116522
    PC62 <= -0.1436179
    ->  class 1\|0  [0.985]

Rule 37/97: (66.7, lift 25.7)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 <= 0.775887
    PC9 > 0.2354248
    PC10 <= -0.3536676
    PC14 <= -0.02545058
    ->  class 1\|0  [0.985]

Rule 37/98: (62.8, lift 25.6)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC15 > -3.116522
    PC16 <= -0.3375987
    PC39 <= -0.2787243
    PC45 <= 0.4114607
    PC66 > 0.6722165
    ->  class 1\|0  [0.985]

Rule 37/99: (56.5, lift 25.6)
    PC1 > -0.430681
    PC3 <= 0.775887
    PC6 <= 6.885673
    PC9 > 0.2354248
    PC10 > -0.3536676
    PC30 <= -0.1326851
    PC62 <= 0.798785
    ->  class 1\|0  [0.983]

Rule 37/100: (107/1, lift 25.6)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC7 > -0.2138148
    PC15 <= -3.116522
    PC19 > 2.443388
    ->  class 1\|0  [0.981]

Rule 37/101: (26, lift 25.1)
    PC3 > 0.775887
    PC16 <= -0.3375987
    PC19 > 2.850371
    ->  class 1\|0  [0.964]

Rule 37/102: (32.4/0.2, lift 25.1)
    PC3 > 1.640775
    PC16 <= -0.9381145
    PC21 <= 0.08016512
    PC85 <= -0.7158679
    ->  class 1\|0  [0.964]

Rule 37/103: (38.6/0.6, lift 25.0)
    PC2 <= 2.5099
    PC15 > -3.116522
    PC16 <= -0.3375987
    PC24 > 2.458909
    ->  class 1\|0  [0.961]

Rule 37/104: (221.7/10.1, lift 24.8)
    PC2 > 2.5099
    PC3 > 1.640775
    PC21 > 0.08016512
    PC33 <= 0.843222
    PC46 > -0.6243815
    PC47 > -0.3196412
    PC65 > -0.01332929
    PC75 <= 1.283722
    PC84 > -0.6454148
    ->  class 1\|0  [0.950]

Rule 37/105: (11.9, lift 24.2)
    PC1 > -0.430681
    PC3 <= 0.775887
    PC9 > 0.2354248
    PC28 <= 0.2483785
    PC100 > 2.621622
    ->  class 1\|0  [0.928]

Rule 37/106: (9.7, lift 23.8)
    PC3 > 1.640775
    PC16 <= 0.5655206
    PC69 > 1.665034
    ->  class 1\|0  [0.914]

Rule 37/107: (75.1/5.7, lift 23.8)
    PC1 > -0.430681
    PC3 <= 0.775887
    PC6 <= 6.885673
    PC9 > 0.2354248
    PC10 > -0.7764253
    PC33 <= -0.218712
    PC44 > -1.972712
    ->  class 1\|0  [0.913]

Rule 37/108: (4, lift 21.7)
    PC1 > -0.430681
    PC3 <= 0.775887
    PC8 <= -1.171385
    PC9 > 0.2354248
    ->  class 1\|0  [0.833]

Rule 37/109: (29.6/4.8, lift 21.3)
    PC3 > 0.775887
    PC10 > -0.7764253
    PC15 <= -2.370731
    PC16 <= -0.3375987
    ->  class 1\|0  [0.817]

Rule 37/110: (16.5/4.2, lift 18.7)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.9381145
    PC21 <= 0.08016512
    PC31 > 0.06599011
    ->  class 1\|0  [0.717]

Rule 37/111: (49/26.6, lift 12.0)
    PC3 > 0.775887
    PC12 > 2.678355
    PC15 > -3.116522
    PC16 > -0.3375987
    ->  class 1\|0  [0.459]

Rule 37/112: (114/1.8, lift 14.2)
    PC1 > 7.978601
    PC3 <= 0.775887
    PC6 <= 6.885673
    PC9 <= 0.2354248
    PC10 > -0.7764253
    PC28 <= 0.2483785
    PC53 > -1.73761
    PC84 > -1.186576
    ->  class 1\|1  [0.976]

Rule 37/113: (33.4, lift 14.1)
    PC1 > -0.430681
    PC3 <= 0.775887
    PC6 > 6.885673
    PC15 > -3.116522
    PC28 <= 0.2483785
    PC39 > -0.3555914
    ->  class 1\|1  [0.972]

Rule 37/114: (34.2, lift 14.2)
    PC2 > 1.181762
    PC2 <= 2.5099
    PC10 > -0.7764253
    PC28 > -0.3354943
    PC45 <= -0.454103
    ->  class 1\|1  [0.972]

Rule 37/115: (30.8, lift 14.1)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 <= 0.775887
    PC8 > -0.03640735
    PC9 <= 0.2354248
    PC53 > -1.73761
    PC83 > 0.07350276
    ->  class 1\|1  [0.969]

Rule 37/116: (26, lift 14.0)
    PC2 <= 2.5099
    PC3 > 0.775887
    PC5 <= 3.424831
    PC12 <= 2.678355
    PC14 <= -0.5155085
    PC28 > -0.3354943
    PC40 <= -0.9176133
    PC99 <= 1.836057
    ->  class 1\|1  [0.964]

Rule 37/117: (184.8/6.5, lift 14.0)
    PC1 > -0.430681
    PC3 <= 0.775887
    PC6 <= 6.885673
    PC8 > -1.171385
    PC9 > 0.2354248
    PC10 > -0.3536676
    PC15 > -3.116522
    PC21 <= 0.5815075
    PC30 > -0.1326851
    PC33 > -0.218712
    PC44 > -1.972712
    PC78 > -0.1796459
    PC100 <= 2.621622
    ->  class 1\|1  [0.960]

Rule 37/118: (31.5/0.9, lift 13.7)
    PC1 > -0.430681
    PC3 <= 0.775887
    PC10 > -0.7764253
    PC28 <= 0.2483785
    PC44 > -1.972712
    PC62 > 0.798785
    ->  class 1\|1  [0.942]

Rule 37/119: (226.4/14.2, lift 13.6)
    PC2 <= 2.5099
    PC3 > 0.775887
    PC11 <= 2.631452
    PC15 > -2.370731
    PC16 <= -0.3375987
    PC24 <= 2.458909
    PC44 > -0.8625963
    PC66 <= 0.6722165
    PC68 > -2.199676
    PC92 <= 0.3518897
    PC99 <= 1.762854
    ->  class 1\|1  [0.933]

Rule 37/120: (28.9/1.3, lift 13.5)
    PC2 <= 2.5099
    PC3 > 0.775887
    PC76 <= -1.506471
    PC79 > 0.1901409
    ->  class 1\|1  [0.926]

Rule 37/121: (52.3/6.5, lift 12.5)
    PC6 > 5.357594
    PC15 <= -3.116522
    PC19 <= 2.443388
    PC62 > -0.1436179
    ->  class 1\|1  [0.861]

Rule 37/122: (12.7/2.4, lift 11.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.5962217
    PC8 <= 1.524369
    PC37 > 1.080778
    ->  class 1\|1  [0.770]

Rule 37/123: (14.9/3, lift 11.1)
    PC2 <= 2.5099
    PC6 <= -3.523347
    PC10 <= -0.7764253
    PC15 > -3.116522
    ->  class 1\|1  [0.764]

Rule 37/124: (1446.8/787, lift 6.6)
    PC2 > 2.5099
    PC3 > 1.640775
    ->  class 1\|1  [0.456]

Rule 37/125: (189.3, lift 14.2)
    PC2 > 2.926744
    PC3 > 1.640775
    PC11 <= 1.452828
    PC16 > 0.5655206
    PC25 <= 0.2291928
    PC38 <= 0.2084411
    PC45 > -1.785631
    ->  class 1\|2  [0.995]

Rule 37/126: (120.7, lift 14.2)
    PC3 > 0.775887
    PC19 <= 2.850371
    PC21 <= 0.8639979
    PC66 <= 0.6722165
    PC99 > 1.762854
    ->  class 1\|2  [0.992]

Rule 37/127: (119.9, lift 14.2)
    PC2 <= 2.5099
    PC3 > 0.775887
    PC10 > -0.7764253
    PC11 > -1.594386
    PC12 <= 2.678355
    PC28 > -0.3354943
    PC54 > -0.1664843
    PC55 > 0.3809531
    ->  class 1\|2  [0.992]

Rule 37/128: (98.2, lift 14.1)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 <= 0.775887
    PC6 > -1.298463
    PC9 > -3.935763
    PC10 > -0.7764253
    PC15 > -3.116522
    PC28 > 0.2483785
    ->  class 1\|2  [0.990]

Rule 37/129: (86.6, lift 14.1)
    PC1 > -0.430681
    PC3 <= 0.775887
    PC6 > 6.885673
    PC13 <= -0.03639736
    PC39 <= -0.3555914
    ->  class 1\|2  [0.989]

Rule 37/130: (91.7, lift 14.1)
    PC2 <= 2.5099
    PC3 > 0.775887
    PC16 > -0.3375987
    PC42 > -0.5382626
    PC54 > -0.1664843
    PC60 > -1.116413
    PC77 <= -0.1812903
    ->  class 1\|2  [0.989]

Rule 37/131: (68.7, lift 14.1)
    PC2 <= 2.5099
    PC3 > 0.775887
    PC16 > -0.3375987
    PC76 <= -1.506471
    PC79 <= 0.1901409
    ->  class 1\|2  [0.986]

Rule 37/132: (63.9, lift 14.1)
    PC2 <= 2.5099
    PC3 > 0.775887
    PC16 > -0.3375987
    PC27 <= -0.2781816
    PC43 > -1.54088
    PC54 > -0.1664843
    PC100 > -1.163918
    ->  class 1\|2  [0.985]

Rule 37/133: (165.2/1.8, lift 14.1)
    PC2 <= 2.5099
    PC3 > 0.775887
    PC5 > 3.424831
    PC12 <= 2.678355
    PC16 > -0.3375987
    PC76 > -1.506471
    PC77 <= 0.85829
    ->  class 1\|2  [0.983]

Rule 37/134: (89.2/0.6, lift 14.0)
    PC2 <= 2.5099
    PC3 > 0.775887
    PC12 <= 2.678355
    PC15 > -3.116522
    PC16 > -0.3375987
    PC28 <= -0.3354943
    ->  class 1\|2  [0.982]

Rule 37/135: (58.1/0.2, lift 14.0)
    PC2 <= 1.181762
    PC3 > 0.775887
    PC12 <= 2.678355
    PC16 > -0.3375987
    PC45 <= -0.454103
    ->  class 1\|2  [0.980]

Rule 37/136: (47.4, lift 14.0)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC10 > -0.7764253
    PC45 > -0.454103
    PC54 > -0.1664843
    PC55 <= 0.3809531
    PC61 > 0.7707137
    ->  class 1\|2  [0.980]

Rule 37/137: (64.6/0.4, lift 14.0)
    PC2 > 2.5099
    PC3 > 1.640775
    PC12 > -0.9499165
    PC16 > -0.9381145
    PC16 <= 0.5655206
    PC50 <= -0.1767377
    PC53 <= 0.2246432
    PC93 > -0.9696231
    ->  class 1\|2  [0.980]

Rule 37/138: (50.7, lift 14.0)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC12 <= 2.678355
    PC18 <= -0.3420746
    PC42 > -0.5382626
    PC43 > -1.54088
    PC54 > -0.1664843
    ->  class 1\|2  [0.979]

Rule 37/139: (39.2, lift 13.9)
    PC2 <= 2.5099
    PC3 > 0.775887
    PC16 <= -0.3375987
    PC21 <= 0.8639979
    PC44 <= -0.8625963
    ->  class 1\|2  [0.976]

Rule 37/140: (38.6, lift 13.9)
    PC1 > -0.430681
    PC9 > 0.2354248
    PC28 <= 0.2483785
    PC44 <= -1.972712
    ->  class 1\|2  [0.975]

Rule 37/141: (162.1/3, lift 13.9)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > 0.5655206
    PC25 <= 0.2291928
    PC38 <= 0.2084411
    PC80 > -0.01617124
    ->  class 1\|2  [0.975]

Rule 37/142: (34.4, lift 13.9)
    PC1 > -0.430681
    PC16 > -0.3375987
    PC74 <= -1.947947
    ->  class 1\|2  [0.973]

Rule 37/143: (80.4/1.9, lift 13.8)
    PC3 > 0.775887
    PC16 > -0.3375987
    PC28 > -0.3354943
    PC40 > -0.9176133
    PC42 <= -0.5382626
    PC60 > -1.116413
    ->  class 1\|2  [0.965]

Rule 37/144: (43.6/0.7, lift 13.8)
    PC2 <= 2.5099
    PC3 > 0.775887
    PC12 <= 2.678355
    PC43 <= -1.54088
    PC54 > -0.1664843
    ->  class 1\|2  [0.964]

Rule 37/145: (24.6, lift 13.8)
    PC2 > 2.5099
    PC3 > 1.640775
    PC38 > 0.2084411
    PC80 > 0.4420462
    ->  class 1\|2  [0.962]

Rule 37/146: (22, lift 13.7)
    PC3 > 9.530685
    PC16 > 0.5655206
    PC38 > 0.2084411
    ->  class 1\|2  [0.958]

Rule 37/147: (20.2, lift 13.6)
    PC3 > 0.775887
    PC16 > -0.3375987
    PC66 <= 0.3529704
    PC67 <= -0.4471745
    ->  class 1\|2  [0.955]

Rule 37/148: (19.5, lift 13.6)
    PC1 > -0.430681
    PC10 > -0.7764253
    PC53 > -1.73761
    PC84 <= -1.186576
    ->  class 1\|2  [0.954]

Rule 37/149: (69/3.3, lift 13.4)
    PC3 > 0.775887
    PC5 <= 3.424831
    PC16 > -0.3375987
    PC28 > -0.3354943
    PC40 > -0.9176133
    PC60 <= -1.116413
    ->  class 1\|2  [0.940]

Rule 37/150: (49.5/2.5, lift 13.3)
    PC3 > 0.775887
    PC16 > -0.3375987
    PC66 > 0.3529704
    PC73 <= -0.8041395
    ->  class 1\|2  [0.931]

Rule 37/151: (35.6/1.8, lift 13.2)
    PC2 <= 2.5099
    PC3 > 0.775887
    PC16 <= -0.3375987
    PC19 <= 2.850371
    PC21 <= 0.8639979
    PC24 <= 2.458909
    PC66 <= 0.6722165
    PC92 > 0.3518897
    ->  class 1\|2  [0.926]

Rule 37/152: (9.9, lift 13.1)
    PC3 > 0.775887
    PC5 <= 3.424831
    PC8 > 2.202107
    PC12 <= 2.678355
    PC15 > -3.116522
    PC16 > -0.3375987
    PC45 > -0.454103
    PC55 <= 0.3809531
    ->  class 1\|2  [0.916]

Rule 37/153: (40.6/3.1, lift 12.9)
    PC2 <= 2.5099
    PC3 > 0.775887
    PC5 <= 3.424831
    PC42 > -0.5382626
    PC55 <= 0.3809531
    PC100 <= -1.163918
    ->  class 1\|2  [0.904]

Rule 37/154: (4.8, lift 12.2)
    PC2 <= -0.3112209
    PC7 <= -0.2138148
    PC15 <= -3.116522
    PC25 <= -0.1286269
    ->  class 1\|2  [0.853]

Rule 37/155: (65.3/39.2, lift 5.7)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC10 <= -0.7764253
    PC15 > -3.116522
    PC82 > -0.02979328
    ->  class 1\|2  [0.402]

Rule 37/156: (90.4, lift 12.4)
    PC2 > 2.5099
    PC2 <= 2.926744
    PC3 > 1.640775
    PC16 > 0.5655206
    PC25 <= 0.2291928
    PC80 <= -0.01617124
    ->  class 1\|3  [0.989]

Rule 37/157: (146.1/1, lift 12.4)
    PC2 > 2.5099
    PC3 > 1.640775
    PC3 <= 9.530685
    PC16 > 0.5655206
    PC38 > 0.2084411
    PC80 <= 0.4420462
    ->  class 1\|3  [0.987]

Rule 37/158: (23.1, lift 12.0)
    PC3 > 1.640775
    PC16 > 0.5655206
    PC45 <= -1.785631
    ->  class 1\|3  [0.960]

Rule 37/159: (10.5, lift 11.5)
    PC1 > -0.430681
    PC1 <= 7.978601
    PC3 <= 0.775887
    PC6 <= 6.885673
    PC8 <= -0.03640735
    PC19 <= -1.56077
    PC28 <= 0.2483785
    ->  class 1\|3  [0.920]

Rule 37/160: (49.9/5.9, lift 10.9)
    PC3 > 0.775887
    PC15 > -3.116522
    PC16 <= -0.3375987
    PC21 > 0.8639979
    ->  class 1\|3  [0.868]

Rule 37/161: (6702.3/5113.4, lift 3.0)
    PC1 > -0.430681
    ->  class 1\|3  [0.237]

Rule 37/162: (389.8/1.6, lift 14.2)
    PC8 > 1.524369
    PC11 > -0.3749442
    PC18 > -0.3263489
    PC19 <= -1.45856
    PC21 > -0.2469342
    PC27 > -0.7059725
    PC28 <= 0.1391531
    PC35 > -0.7717217
    PC46 <= 1.381251
    PC66 > -0.4579953
    PC74 > -0.5431165
    PC82 <= 0.159428
    PC95 > -0.4132109
    PC97 > -0.2823915
    ->  class 2\|0  [0.993]

Rule 37/163: (454.9/6, lift 14.1)
    PC2 <= 2.5099
    PC8 > 1.524369
    PC11 > -0.9337804
    PC17 > -0.7005863
    PC18 > -0.4393744
    PC21 > -0.2469342
    PC23 <= 1.109486
    PC28 <= 0.1391531
    PC35 > -0.7717217
    PC43 > -2.314195
    PC62 <= 1.287956
    PC67 <= 0.4237977
    PC70 <= -0.04253618
    PC74 > -0.5431165
    PC95 > -0.4132109
    PC97 <= 0.615665
    PC98 > -0.7051479
    ->  class 2\|0  [0.985]

Rule 37/164: (395.9/5.4, lift 14.1)
    PC8 > 1.524369
    PC11 > -0.3749442
    PC18 > -0.3263489
    PC19 <= -0.4432499
    PC21 > -0.2469342
    PC23 <= 1.109486
    PC24 > -0.2442874
    PC27 > -0.7059725
    PC28 <= 0.1391531
    PC40 > -0.9540211
    PC46 <= 1.381251
    PC66 > -0.4579953
    PC74 > -0.5431165
    PC82 <= 0.159428
    PC95 > -0.4132109
    PC96 <= 0.1000973
    PC97 > -0.2823915
    PC98 > -0.7051479
    PC99 > -0.5358372
    ->  class 2\|0  [0.984]

Rule 37/165: (159.4/2.9, lift 13.9)
    PC1 <= -0.430681
    PC8 > -0.5962217
    PC11 > -0.9337804
    PC17 > -0.7005863
    PC21 > 1.625687
    PC35 > -0.7717217
    PC62 <= 1.287956
    PC70 > -0.04253618
    PC74 > -0.5431165
    PC95 > -0.4132109
    ->  class 2\|0  [0.976]

Rule 37/166: (38.6, lift 13.9)
    PC1 <= -0.430681
    PC8 > 1.524369
    PC17 > -0.7005863
    PC21 > -0.2469342
    PC35 > -0.7717217
    PC52 <= -0.2062908
    PC95 > -0.4132109
    ->  class 2\|0  [0.975]

Rule 37/167: (55.1/1.9, lift 13.6)
    PC1 > -0.430681
    PC3 <= 0.775887
    PC10 > -0.7764253
    PC44 > 0.8094363
    PC53 <= -1.73761
    PC71 > -0.7803868
    ->  class 2\|0  [0.950]

Rule 37/168: (598.1/88, lift 12.2)
    PC1 <= -0.430681
    PC8 > 3.890498
    PC11 > -0.9337804
    PC21 > -0.2469342
    PC28 <= 0.1391531
    PC62 <= 1.287956
    ->  class 2\|0  [0.852]

Rule 37/169: (33.4/9.2, lift 10.1)
    PC1 > -0.430681
    PC10 > -0.7764253
    PC21 > 1.690459
    PC53 > -1.73761
    ->  class 2\|0  [0.710]

Rule 37/170: (37.1/13.6, lift 9.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.5962217
    PC12 > 1.739506
    PC24 > 0.3394841
    PC29 <= 0.3459832
    PC32 <= 1.07177
    PC57 > 0.0181126
    ->  class 2\|0  [0.628]

Rule 37/171: (244.1/122.4, lift 7.1)
    PC1 <= -0.430681
    PC2 > -1.242138
    PC2 <= 2.5099
    PC8 > -0.5962217
    ->  class 2\|0  [0.499]

Rule 37/172: (208.4/1.1, lift 10.2)
    PC1 <= -0.430681
    PC8 > 1.524369
    PC17 > -0.7005863
    PC19 > -0.4432499
    PC21 > -0.2469342
    PC21 <= 1.625687
    PC52 > -0.2062908
    PC70 > -0.04253618
    ->  class 2\|1  [0.990]

Rule 37/173: (72.5, lift 10.1)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.4602508
    PC32 <= 1.07177
    PC59 > 0.6495147
    ->  class 2\|1  [0.987]

Rule 37/174: (77.6, lift 10.2)
    PC8 > 1.524369
    PC17 <= -0.7005863
    PC21 > 0.8932581
    ->  class 2\|1  [0.987]

Rule 37/175: (69.8, lift 10.1)
    PC1 <= -0.430681
    PC8 > 0.4602508
    PC11 > -2.867115
    PC94 > 0.9649578
    ->  class 2\|1  [0.986]

Rule 37/176: (171.8/1.5, lift 10.1)
    PC1 <= -0.430681
    PC8 > 1.524369
    PC11 <= -0.9337804
    PC21 > -0.2469342
    ->  class 2\|1  [0.986]

Rule 37/177: (64.6, lift 10.1)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.5962217
    PC8 <= 1.524369
    PC23 <= -1.141519
    PC57 > 0.0181126
    PC73 <= 0.6773293
    ->  class 2\|1  [0.985]

Rule 37/178: (58, lift 10.1)
    PC1 <= -0.430681
    PC8 > 1.524369
    PC62 > 1.287956
    ->  class 2\|1  [0.983]

Rule 37/179: (58, lift 10.1)
    PC2 <= -9.459423
    ->  class 2\|1  [0.983]

Rule 37/180: (41.1, lift 10.0)
    PC1 <= -0.430681
    PC8 > 1.524369
    PC11 > -0.9337804
    PC98 <= -0.7051479
    ->  class 2\|1  [0.977]

Rule 37/181: (43.4, lift 10.0)
    PC1 <= -0.430681
    PC4 <= -0.3925926
    PC8 > 0.4602508
    PC8 <= 1.524369
    ->  class 2\|1  [0.977]

Rule 37/182: (51.4/0.3, lift 10.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.4602508
    PC10 > 0.08886382
    PC33 <= -0.2136104
    PC86 <= 0.4824843
    ->  class 2\|1  [0.976]

Rule 37/183: (109.7/1.6, lift 10.0)
    PC1 <= -0.430681
    PC8 > 0.4602508
    PC8 <= 1.524369
    PC10 <= 0.08886382
    PC11 > -2.867115
    PC13 <= 0.4973793
    PC55 <= 0.960422
    PC56 > -0.1138912
    PC57 <= 0.0181126
    PC77 > -0.5466541
    PC100 <= 0.6354039
    ->  class 2\|1  [0.976]

Rule 37/184: (37.3, lift 10.0)
    PC1 <= -0.430681
    PC19 <= -0.4432499
    PC21 > -0.2469342
    PC27 <= -0.7059725
    PC70 > -0.04253618
    ->  class 2\|1  [0.975]

Rule 37/185: (41.9/0.1, lift 10.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.5962217
    PC23 <= 1.109486
    PC35 > -0.7717217
    PC67 > 0.4237977
    PC70 <= -0.04253618
    PC74 > -0.5431165
    PC95 > -0.4132109
    ->  class 2\|1  [0.974]

Rule 37/186: (106.5/1.9, lift 10.0)
    PC1 <= -0.430681
    PC8 > 1.524369
    PC21 > -0.2469342
    PC28 > 0.1391531
    ->  class 2\|1  [0.973]

Rule 37/187: (30.9, lift 10.0)
    PC1 <= -0.430681
    PC8 > 1.524369
    PC18 <= -0.4393744
    PC70 <= -0.04253618
    PC100 <= 3.426843
    ->  class 2\|1  [0.970]

Rule 37/188: (29.4, lift 10.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.5962217
    PC21 > -0.2469342
    PC62 <= 1.287956
    PC95 > -0.4132109
    PC97 > 0.615665
    ->  class 2\|1  [0.968]

Rule 37/189: (217/6.8, lift 9.9)
    PC1 <= -0.430681
    PC8 > 1.524369
    PC8 <= 3.890498
    PC10 > -0.3894038
    PC21 > -0.2469342
    PC74 <= -0.5431165
    ->  class 2\|1  [0.964]

Rule 37/190: (25.9, lift 9.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC3 <= -1.672862
    PC8 > -0.5962217
    PC8 <= 1.524369
    PC57 <= 0.0181126
    ->  class 2\|1  [0.964]

Rule 37/191: (26.1, lift 9.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.5962217
    PC68 <= 2.248143
    PC70 <= -0.9037994
    ->  class 2\|1  [0.964]

Rule 37/192: (24.9, lift 9.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.5962217
    PC8 <= 1.524369
    PC32 <= 1.07177
    PC44 <= 0.4090476
    PC57 > 0.0181126
    PC63 <= -0.03059296
    PC66 <= 0.7848546
    PC94 <= -0.402661
    ->  class 2\|1  [0.963]

Rule 37/193: (24.9, lift 9.9)
    PC1 <= -0.430681
    PC8 > 1.524369
    PC11 > -0.3749442
    PC19 > -1.45856
    PC21 <= 1.625687
    PC24 <= -0.2442874
    PC70 > -0.04253618
    PC82 <= 0.159428
    PC95 > -0.4132109
    ->  class 2\|1  [0.963]

Rule 37/194: (81.9/2.3, lift 9.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC4 <= -0.07368977
    PC8 > -0.5962217
    PC8 <= 1.524369
    PC9 > -3.427582
    PC24 <= 0.3394841
    PC44 > 0.4090476
    PC57 > 0.0181126
    PC66 <= 0.7848546
    PC83 > -0.5020362
    ->  class 2\|1  [0.960]

Rule 37/195: (22.7, lift 9.9)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC15 > -3.116522
    PC20 <= 0.04032865
    PC44 > 0.8094363
    PC71 <= -0.7803868
    ->  class 2\|1  [0.959]

Rule 37/196: (20.4, lift 9.8)
    PC1 <= -0.430681
    PC8 > -0.5962217
    PC19 <= -0.4432499
    PC21 > -0.2469342
    PC40 <= -0.9540211
    PC70 > -0.04253618
    ->  class 2\|1  [0.955]

Rule 37/197: (19.7, lift 9.8)
    PC2 <= 2.5099
    PC8 > -2.684477
    PC8 <= -0.5962217
    PC14 <= 2.695498
    PC69 > 0.6583375
    PC94 <= -1.43073
    ->  class 2\|1  [0.954]

Rule 37/198: (64.2/2.1, lift 9.8)
    PC1 <= -0.430681
    PC8 > 1.524369
    PC74 > -0.5431165
    PC95 <= -0.4132109
    ->  class 2\|1  [0.953]

Rule 37/199: (214.8/9.3, lift 9.8)
    PC1 <= -0.430681
    PC2 <= -1.242138
    PC7 > 0.1417766
    PC8 > 1.524369
    PC21 <= -0.2469342
    PC40 > -1.644845
    PC89 > -0.504802
    PC93 <= 0.6464217
    PC100 <= 3.426843
    ->  class 2\|1  [0.952]

Rule 37/200: (134/5.5, lift 9.8)
    PC1 <= -0.430681
    PC8 > 1.524369
    PC11 <= -0.3749442
    PC17 > -0.7005863
    PC21 > -0.2469342
    PC21 <= 1.625687
    PC70 > -0.04253618
    ->  class 2\|1  [0.952]

Rule 37/201: (100.4/5.2, lift 9.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -1.444064
    PC14 <= 2.695498
    PC73 <= -1.499911
    ->  class 2\|1  [0.940]

Rule 37/202: (99.7/5.2, lift 9.7)
    PC1 <= -0.430681
    PC8 > 1.524369
    PC17 > -0.7005863
    PC19 > -1.45856
    PC21 <= 1.625687
    PC66 > -0.4579953
    PC97 > -0.2823915
    PC99 <= -0.5358372
    ->  class 2\|1  [0.939]

Rule 37/203: (31.3/1.1, lift 9.6)
    PC2 <= 2.5099
    PC6 <= -1.298463
    PC10 > -0.7764253
    PC28 > 0.2483785
    ->  class 2\|1  [0.938]

Rule 37/204: (13.3, lift 9.6)
    PC1 <= -0.430681
    PC8 > 0.4602508
    PC8 <= 1.524369
    PC15 <= -1.665638
    PC57 <= 0.0181126
    ->  class 2\|1  [0.935]

Rule 37/205: (49.9/2.7, lift 9.5)
    PC1 <= -1.286841
    PC8 > -0.5962217
    PC8 <= 1.524369
    PC32 > 1.07177
    PC37 <= 1.080778
    ->  class 2\|1  [0.928]

Rule 37/206: (14.6/0.2, lift 9.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.5962217
    PC13 <= -0.06318575
    PC24 <= 0.3394841
    PC32 <= 1.07177
    PC43 <= 0.4099995
    PC44 <= 0.4090476
    PC57 > 0.0181126
    PC63 <= -0.03059296
    PC73 <= 0.6773293
    PC78 <= -0.12034
    ->  class 2\|1  [0.928]

Rule 37/207: (83.7/5.2, lift 9.5)
    PC1 <= -0.430681
    PC8 > 1.524369
    PC35 <= -0.7717217
    ->  class 2\|1  [0.927]

Rule 37/208: (11.5, lift 9.5)
    PC1 <= -0.430681
    PC8 > 1.524369
    PC21 > -0.2469342
    PC23 > 1.109486
    ->  class 2\|1  [0.926]

Rule 37/209: (13/0.1, lift 9.5)
    PC1 <= -0.430681
    PC8 > 1.524369
    PC19 <= -0.4432499
    PC21 <= 1.625687
    PC82 <= 0.159428
    PC97 <= -0.2823915
    ->  class 2\|1  [0.925]

Rule 37/210: (13.9/0.3, lift 9.5)
    PC1 <= -0.430681
    PC8 > 1.524369
    PC43 <= -2.314195
    PC70 <= -0.04253618
    ->  class 2\|1  [0.920]

Rule 37/211: (10.1, lift 9.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC4 > 0.3183724
    PC8 > -0.5962217
    ->  class 2\|1  [0.917]

Rule 37/212: (57/4.2, lift 9.4)
    PC1 <= -0.430681
    PC8 > 1.524369
    PC19 > -1.45856
    PC21 > -0.2469342
    PC21 <= 1.625687
    PC66 > -0.4579953
    PC70 > -0.04253618
    PC96 > 0.1000973
    PC99 > -0.5358372
    ->  class 2\|1  [0.912]

Rule 37/213: (10.6/0.1, lift 9.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.5962217
    PC8 <= 0.4602508
    PC21 <= -0.4342789
    PC50 <= -0.3151356
    PC57 <= 0.0181126
    ->  class 2\|1  [0.911]

Rule 37/214: (71.7/5.8, lift 9.3)
    PC1 <= -0.430681
    PC8 > 1.524369
    PC19 <= -0.4432499
    PC21 <= 1.625687
    PC40 > -0.9540211
    PC70 > -0.04253618
    PC82 > 0.159428
    ->  class 2\|1  [0.907]

Rule 37/215: (209.3/19, lift 9.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC5 > -0.8809682
    PC8 > -0.5962217
    PC8 <= 1.475991
    PC22 > -1.062194
    PC24 <= 0.3394841
    PC32 <= 1.07177
    PC57 > 0.0181126
    PC63 > -0.03059296
    PC66 <= 0.7848546
    PC73 <= 0.6773293
    PC96 <= 0.911425
    ->  class 2\|1  [0.905]

Rule 37/216: (8.5, lift 9.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.5962217
    PC62 <= 1.287956
    PC66 <= -0.4579953
    PC70 > -0.04253618
    PC82 <= 0.159428
    ->  class 2\|1  [0.905]

Rule 37/217: (23.8/1.5, lift 9.3)
    PC1 <= -0.430681
    PC8 > 0.4602508
    PC8 <= 1.524369
    PC10 > 0.08886382
    PC32 <= 1.07177
    PC57 <= 0.0181126
    PC86 > 0.4824843
    ->  class 2\|1  [0.902]

Rule 37/218: (57.2/6.4, lift 9.0)
    PC1 <= -0.430681
    PC8 > 1.524369
    PC23 <= 1.109486
    PC46 > 1.381251
    PC70 > -0.04253618
    PC82 <= 0.159428
    PC100 <= 3.426843
    ->  class 2\|1  [0.875]

Rule 37/219: (59.5/8.3, lift 8.7)
    PC1 <= -0.430681
    PC3 > -1.672862
    PC8 > 0.4602508
    PC15 > -1.665638
    PC47 <= -0.3108139
    PC57 <= 0.0181126
    ->  class 2\|1  [0.849]

Rule 37/220: (52.3/8.3, lift 8.5)
    PC1 > -0.430681
    PC1 <= 7.978601
    PC2 <= 2.5099
    PC3 <= 0.775887
    PC8 > -0.03640735
    PC9 <= 0.2354248
    PC21 <= 1.690459
    PC53 > -1.73761
    PC83 <= 0.07350276
    ->  class 2\|1  [0.828]

Rule 37/221: (3.6, lift 8.5)
    PC8 <= -0.5962217
    PC14 > 2.695498
    PC100 > 3.380966
    ->  class 2\|1  [0.823]

Rule 37/222: (22.6/3.4, lift 8.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.5962217
    PC8 <= 0.4602508
    PC10 <= 0.6759831
    PC11 > -2.867115
    PC32 <= 1.07177
    PC37 <= 1.080778
    PC45 <= -0.02925749
    PC57 <= 0.0181126
    PC68 <= 2.248143
    ->  class 2\|1  [0.822]

Rule 37/223: (214.6, lift 11.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC3 > -1.672862
    PC8 > -0.5962217
    PC8 <= 0.4602508
    PC21 > -0.4342789
    PC32 <= 1.07177
    PC45 > -0.02925749
    PC57 <= 0.0181126
    PC70 > -0.9037994
    PC80 <= 1.371051
    ->  class 2\|2  [0.995]

Rule 37/224: (131.4, lift 11.8)
    PC1 <= -0.430681
    PC3 > -1.672862
    PC8 > -0.5962217
    PC8 <= 0.4602508
    PC10 > 0.6759831
    PC57 <= 0.0181126
    PC70 > -0.9037994
    PC80 <= 1.371051
    ->  class 2\|2  [0.993]

Rule 37/225: (60.2, lift 11.7)
    PC1 <= -0.430681
    PC5 > -0.6301011
    PC8 <= -0.5962217
    PC14 > 2.695498
    PC100 <= 3.380966
    ->  class 2\|2  [0.984]

Rule 37/226: (62.2, lift 11.7)
    PC2 <= 2.5099
    PC8 > -2.684477
    PC8 <= -0.5962217
    PC14 > -1.158034
    PC69 <= 0.6583375
    PC73 > -1.499911
    PC80 > -5.019813
    PC94 <= -1.43073
    ->  class 2\|2  [0.984]

Rule 37/227: (88.7/1.6, lift 11.5)
    PC1 <= -0.430681
    PC8 > -2.684477
    PC8 <= -0.5962217
    PC46 > -0.459765
    PC50 <= 0.08431362
    PC75 > 0.244935
    PC96 <= 1.056638
    PC98 > 0.3162767
    ->  class 2\|2  [0.971]

Rule 37/228: (193/4.6, lift 11.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC3 > -1.672862
    PC8 > -0.5962217
    PC8 <= 0.4602508
    PC32 <= 1.07177
    PC45 > -0.02925749
    PC50 > -0.3151356
    PC57 <= 0.0181126
    PC70 > -0.9037994
    PC80 <= 1.371051
    ->  class 2\|2  [0.971]

Rule 37/229: (30, lift 11.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.5962217
    PC8 <= 1.524369
    PC55 > 0.960422
    PC70 > -0.9037994
    PC80 <= 1.371051
    ->  class 2\|2  [0.969]

Rule 37/230: (68.1/1.3, lift 11.5)
    PC1 <= -0.430681
    PC8 > -2.684477
    PC8 <= -0.5962217
    PC25 > -0.23441
    PC41 > -1.202376
    PC46 > -0.459765
    PC57 > -0.1485425
    PC63 > 0.1136977
    PC75 > 0.244935
    PC94 > -1.43073
    ->  class 2\|2  [0.968]

Rule 37/231: (57.4/1.2, lift 11.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC5 > -0.8809682
    PC8 > -0.5962217
    PC8 <= 1.524369
    PC13 <= -0.06318575
    PC23 > -1.141519
    PC44 <= 0.4090476
    PC57 > 0.0181126
    PC63 <= -0.03059296
    PC73 <= 0.6773293
    PC78 > -0.12034
    PC94 > -0.402661
    ->  class 2\|2  [0.963]

Rule 37/232: (32.3/0.6, lift 11.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.5962217
    PC21 <= -0.2469342
    PC89 > -0.504802
    PC93 > 0.6464217
    PC100 <= 3.426843
    ->  class 2\|2  [0.954]

Rule 37/233: (17.8, lift 11.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC19 > -3.737226
    PC23 > 2.986083
    PC43 <= -0.1305082
    ->  class 2\|2  [0.949]

Rule 37/234: (30.6/0.7, lift 11.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.684477
    PC8 <= -0.5962217
    PC23 > 1.856815
    PC63 <= 0.1136977
    PC75 > 0.244935
    ->  class 2\|2  [0.948]

Rule 37/235: (16.4, lift 11.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.684477
    PC8 <= -0.5962217
    PC9 <= -2.05063
    PC10 > -0.2628347
    PC57 > -0.1485425
    PC63 > 0.06972405
    ->  class 2\|2  [0.946]

Rule 37/236: (196.1/9.9, lift 11.2)
    PC1 <= -0.430681
    PC4 > -0.3925926
    PC4 <= 0.3183724
    PC8 > 0.4602508
    PC8 <= 1.524369
    PC10 > 0.08886382
    PC15 > -1.665638
    PC33 > -0.2136104
    PC47 > -0.3108139
    PC57 <= 0.0181126
    PC59 <= 0.6495147
    PC80 <= 1.371051
    PC86 <= 0.4824843
    PC94 <= 0.9649578
    ->  class 2\|2  [0.945]

Rule 37/237: (15.3, lift 11.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC5 > -0.8809682
    PC8 > -0.5962217
    PC22 <= -1.062194
    PC44 <= 0.4090476
    PC57 > 0.0181126
    ->  class 2\|2  [0.942]

Rule 37/238: (14.3, lift 11.1)
    PC2 <= 2.5099
    PC8 > -2.684477
    PC8 <= -0.5962217
    PC28 <= 0.05333866
    PC43 <= -2.145508
    PC65 <= 0.9605793
    PC73 > -1.499911
    ->  class 2\|2  [0.939]

Rule 37/239: (252.7/16.8, lift 11.0)
    PC1 <= -0.430681
    PC2 <= -0.7734096
    PC8 > -2.684477
    PC8 <= -0.5962217
    PC19 > -3.613276
    PC26 <= 2.992713
    PC34 > -0.6106293
    PC36 > -0.5366641
    PC43 <= 0.493809
    PC45 <= 0.3124814
    PC57 <= -0.1485425
    PC76 <= 0.6005656
    PC81 <= 0.5084645
    ->  class 2\|2  [0.930]

Rule 37/240: (12.3, lift 11.0)
    PC1 > -0.430681
    PC1 <= 7.978601
    PC2 <= 2.5099
    PC3 <= 0.775887
    PC6 <= 6.885673
    PC8 <= -0.03640735
    PC10 > -0.7764253
    PC28 <= 0.2483785
    PC90 <= -0.2438905
    ->  class 2\|2  [0.927]

Rule 37/241: (11.1, lift 11.0)
    PC2 <= 2.5099
    PC8 > -2.684477
    PC8 <= -0.5962217
    PC32 > -2.323757
    PC46 > -0.459765
    PC63 <= 0.1136977
    PC65 <= 0.9605793
    PC75 > 0.244935
    PC81 <= -0.5910969
    PC98 <= 0.3162767
    ->  class 2\|2  [0.924]

Rule 37/242: (16.3/0.6, lift 10.8)
    PC1 <= -3.121941
    PC8 <= -0.5962217
    PC36 > 0.1716714
    PC43 <= -0.1305082
    PC45 > -0.417484
    PC69 > -0.2608055
    PC98 <= 0.5052141
    ->  class 2\|2  [0.912]

Rule 37/243: (9.1, lift 10.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.5962217
    PC8 <= 1.524369
    PC44 <= 0.4090476
    PC57 > 0.0181126
    PC96 > 0.911425
    ->  class 2\|2  [0.910]

Rule 37/244: (18.9/0.9, lift 10.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.5962217
    PC8 <= 1.524369
    PC10 <= 0.08886382
    PC56 <= -0.1138912
    PC57 <= 0.0181126
    PC68 <= 2.248143
    ->  class 2\|2  [0.908]

Rule 37/245: (77.6/6.5, lift 10.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.684477
    PC8 <= -0.5962217
    PC14 <= 2.695498
    PC73 > -1.499911
    PC80 > -1.003837
    PC96 > 1.056638
    ->  class 2\|2  [0.906]

Rule 37/246: (16.4/0.8, lift 10.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.684477
    PC8 <= -0.5962217
    PC28 <= 0.05333866
    PC63 > 0.06972405
    PC73 > -1.499911
    PC75 <= 0.244935
    PC94 <= -0.3147855
    ->  class 2\|2  [0.902]

Rule 37/247: (7.8, lift 10.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.684477
    PC22 <= -2.308918
    PC57 > -0.1485425
    ->  class 2\|2  [0.898]

Rule 37/248: (7.3, lift 10.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.684477
    PC8 <= -0.5962217
    PC55 > 0.3726566
    PC57 > -0.1485425
    PC63 > 0.06972405
    PC75 <= 0.244935
    ->  class 2\|2  [0.892]

Rule 37/249: (6.1, lift 10.4)
    PC1 <= -0.430681
    PC8 > 1.524369
    PC17 <= -0.7005863
    PC21 <= 0.8932581
    ->  class 2\|2  [0.876]

Rule 37/250: (25.8/2.6, lift 10.3)
    PC1 > -0.430681
    PC1 <= 7.978601
    PC2 <= 2.5099
    PC3 <= 0.775887
    PC8 <= -0.03640735
    PC9 <= 0.2354248
    PC10 > -0.7764253
    PC28 <= 0.2483785
    PC36 > 0.3072344
    PC71 <= 0.5562124
    ->  class 2\|2  [0.871]

Rule 37/251: (33.5/4.5, lift 10.0)
    PC1 <= -0.430681
    PC8 > -0.5962217
    PC11 <= -2.867115
    PC57 <= 0.0181126
    ->  class 2\|2  [0.846]

Rule 37/252: (21.1/2.7, lift 9.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.684477
    PC8 <= -0.5962217
    PC46 > -0.459765
    PC53 > 1.004849
    PC63 <= 0.1136977
    PC75 > 0.244935
    ->  class 2\|2  [0.838]

Rule 37/253: (36.5/5.6, lift 9.8)
    PC1 <= -0.430681
    PC3 > -1.672862
    PC4 <= 0.3183724
    PC8 > -0.5962217
    PC8 <= 1.524369
    PC57 <= 0.0181126
    PC70 > -0.9037994
    PC80 <= 1.371051
    PC100 > 0.6354039
    ->  class 2\|2  [0.827]

Rule 37/254: (3.5, lift 9.7)
    PC1 <= -0.430681
    PC7 <= 0.1417766
    PC8 > 1.524369
    ->  class 2\|2  [0.818]

Rule 37/255: (13.5/1.9, lift 9.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.684477
    PC8 <= -0.5962217
    PC10 <= -0.2628347
    PC57 > -0.1485425
    PC73 > -1.499911
    PC75 <= 0.244935
    ->  class 2\|2  [0.812]

Rule 37/256: (28/5.2, lift 9.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.5962217
    PC8 <= 1.524369
    PC32 <= 1.07177
    PC44 <= 0.4090476
    PC57 > 0.0181126
    PC66 <= 0.7848546
    PC73 > 0.6773293
    ->  class 2\|2  [0.793]

Rule 37/257: (62.2/12.7, lift 9.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.5962217
    PC21 <= -0.2469342
    PC40 <= -1.644845
    ->  class 2\|2  [0.786]

Rule 37/258: (7.6/1.2, lift 9.1)
    PC1 <= -0.430681
    PC8 > 1.524369
    PC21 <= -0.2469342
    PC89 <= -0.504802
    ->  class 2\|2  [0.767]

Rule 37/259: (136.2/31.8, lift 9.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -0.5962217
    PC43 <= -0.1305082
    PC45 > -0.417484
    PC69 > -0.2608055
    PC73 > -1.499911
    PC98 > 0.5052141
    ->  class 2\|2  [0.763]

Rule 37/260: (302.5/71.4, lift 9.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.5962217
    PC8 <= 1.524369
    PC12 <= 1.739506
    PC24 > 0.3394841
    PC32 <= 1.07177
    ->  class 2\|2  [0.762]

Rule 37/261: (150, lift 8.5)
    PC2 <= -0.3112209
    PC7 <= -0.2138148
    PC15 <= -3.116522
    PC44 <= 0.7675909
    PC89 > -0.03119614
    ->  class 2\|3  [0.993]

Rule 37/262: (90.8/1, lift 8.4)
    PC1 <= -0.430681
    PC8 <= -2.684477
    PC19 > -3.737226
    PC21 <= 0.586365
    PC35 <= 0.1525605
    PC39 <= 0.1609569
    PC40 <= 0.7843856
    PC72 <= 0.5806286
    PC93 <= 0.334274
    ->  class 2\|3  [0.978]

Rule 37/263: (17.8, lift 8.1)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC14 <= 2.695498
    PC57 > -0.1485425
    PC73 > -1.499911
    PC80 <= -1.003837
    PC94 > -1.43073
    PC96 > 1.056638
    ->  class 2\|3  [0.949]

Rule 37/264: (19.1/0.4, lift 8.0)
    PC1 <= -0.430681
    PC8 > -2.684477
    PC8 <= -0.5962217
    PC14 <= 2.695498
    PC26 > 2.992713
    PC57 <= -0.1485425
    PC73 > -1.499911
    ->  class 2\|3  [0.931]

Rule 37/265: (342.2/171.4, lift 4.3)
    PC1 > -0.430681
    PC1 <= 7.978601
    PC2 <= 2.5099
    PC3 <= 0.775887
    PC6 <= 6.885673
    PC9 <= 0.2354248
    PC21 <= 1.690459
    PC28 <= 0.2483785
    PC53 > -1.73761
    PC84 > -1.186576
    ->  class 2\|3  [0.499]

Rule 37/266: (11898.7/9573.3, lift 1.7)
    PC2 <= 2.5099
    ->  class 2\|3  [0.195]

Rule 37/267: (95.1, lift 26.4)
    PC5 > -0.4909315
    PC8 <= -2.684477
    PC35 > 0.1525605
    PC39 <= 0.1609569
    PC43 > -0.1305082
    PC48 > 0.2999064
    PC72 <= 0.5806286
    PC82 <= 0.1349488
    PC93 <= 0.334274
    ->  class 2\|4  [0.990]

Rule 37/268: (76.5, lift 26.4)
    PC1 <= -0.430681
    PC8 <= -2.684477
    PC16 <= 0.3713317
    PC21 > 0.586365
    PC43 > -0.1305082
    PC54 > -0.6063308
    PC82 <= 0.1349488
    ->  class 2\|4  [0.987]

Rule 37/269: (70.5, lift 26.3)
    PC1 <= -0.430681
    PC5 <= -0.4909315
    PC8 <= -2.684477
    PC16 <= 0.3713317
    PC43 > -0.1305082
    ->  class 2\|4  [0.986]

Rule 37/270: (90.5/0.6, lift 26.2)
    PC2 <= 2.5099
    PC8 <= -2.684477
    PC14 <= 2.695498
    PC69 <= -0.2608055
    PC73 > -1.499911
    PC76 > -1.21595
    PC89 <= -0.5535872
    ->  class 2\|4  [0.983]

Rule 37/271: (70.9/0.3, lift 26.2)
    PC1 > -0.430681
    PC7 <= -0.2138148
    PC15 <= -3.116522
    PC25 > -0.1286269
    PC88 <= 0.1066425
    PC89 <= -0.03119614
    ->  class 2\|4  [0.982]

Rule 37/272: (46, lift 26.1)
    PC2 <= 2.5099
    PC8 <= -2.684477
    PC14 <= 2.695498
    PC16 <= 0.3713317
    PC43 > -0.1305082
    PC82 <= 0.1349488
    PC93 > 0.334274
    PC100 > 0.2297387
    ->  class 2\|4  [0.979]

Rule 37/273: (33.3, lift 26.0)
    PC1 <= -0.430681
    PC8 > -2.684477
    PC19 <= -3.613276
    PC95 > 0.1109738
    ->  class 2\|4  [0.972]

Rule 37/274: (49.7/0.6, lift 25.9)
    PC2 <= 2.5099
    PC8 <= -2.684477
    PC16 <= 0.3713317
    PC40 > 0.7843856
    PC54 > -0.6063308
    PC82 <= 0.1349488
    ->  class 2\|4  [0.969]

Rule 37/275: (74.3/1.3, lift 25.9)
    PC2 <= 2.5099
    PC8 <= -0.5962217
    PC14 <= 2.695498
    PC16 <= -0.07891387
    PC43 > -0.1305082
    PC54 > -0.6063308
    PC72 > 0.5806286
    PC73 > -1.499911
    ->  class 2\|4  [0.969]

Rule 37/276: (26.5, lift 25.8)
    PC8 <= -0.5962217
    PC16 <= 0.3713317
    PC21 <= 0.586365
    PC43 > -0.1305082
    PC54 > -0.6063308
    PC55 <= 0.04324691
    PC59 <= -0.2201062
    PC82 <= 0.1349488
    PC93 > 0.334274
    ->  class 2\|4  [0.965]

Rule 37/277: (172.5/8.1, lift 25.3)
    PC8 <= -2.684477
    PC15 <= 0.1873499
    PC16 <= -0.07891387
    PC35 > 0.1525605
    PC39 <= 0.1609569
    PC43 > -0.1305082
    PC49 > -0.5007869
    PC54 > -0.6063308
    PC55 <= 0.04324691
    PC63 <= -0.1086794
    PC81 <= 0.1913427
    PC82 <= 0.1349488
    PC93 <= 0.334274
    ->  class 2\|4  [0.948]

Rule 37/278: (49.4/2.2, lift 25.0)
    PC8 <= -2.684477
    PC13 <= 0.4339964
    PC19 <= -3.737226
    PC44 > -0.4448911
    ->  class 2\|4  [0.937]

Rule 37/279: (35.4/1.6, lift 24.9)
    PC8 <= -0.5962217
    PC13 > -0.4311434
    PC14 <= 2.695498
    PC28 <= -0.007667756
    PC32 > -2.323757
    PC57 > -0.1485425
    PC65 > 0.9605793
    PC94 > -1.43073
    ->  class 2\|4  [0.931]

Rule 37/280: (8.6, lift 24.2)
    PC2 <= 2.5099
    PC8 <= -2.684477
    PC43 <= -0.1305082
    PC45 <= -0.417484
    PC69 > -0.2608055
    ->  class 2\|4  [0.906]

Rule 37/281: (7.4, lift 23.9)
    PC2 <= 2.5099
    PC8 > -2.684477
    PC14 <= -1.158034
    PC73 > -1.499911
    PC94 <= -1.43073
    ->  class 2\|4  [0.894]

Rule 37/282: (7.3, lift 23.8)
    PC1 > -0.430681
    PC1 <= 7.978601
    PC3 <= 0.775887
    PC6 <= 6.885673
    PC10 > -0.7764253
    PC15 > -3.116522
    PC71 > 0.5562124
    ->  class 2\|4  [0.892]

Rule 37/283: (56.9/9.6, lift 21.9)
    PC7 <= -0.2138148
    PC15 <= -3.116522
    PC25 > -0.1286269
    PC44 > 0.7675909
    ->  class 2\|4  [0.820]

Rule 37/284: (34.2/8, lift 20.0)
    PC1 <= -3.121941
    PC8 <= -2.684477
    PC23 <= 2.986083
    PC36 <= 0.1716714
    PC41 <= -0.9082327
    PC43 <= -0.1305082
    ->  class 2\|4  [0.750]

Rule 37/285: (69.1/19.6, lift 19.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.684477
    PC8 <= -0.5962217
    PC29 > 0.2788967
    PC32 > -2.323757
    PC57 > -0.1485425
    PC65 <= 0.9605793
    PC73 > -1.499911
    ->  class 2\|4  [0.711]

Default class: 2\|3

-----  Trial 38:  -----

Rules:

Rule 38/1: (85/0.1, lift 16.4)
    PC4 <= 8.368616
    PC13 <= 7.506931
    PC17 > -0.5206551
    PC18 > 1.22969
    PC21 <= 0.6757784
    PC26 <= 0.6535319
    PC32 <= 0.8213294
    PC41 > -0.1972747
    PC62 <= 0.225319
    PC70 <= -1.144216
    ->  class 0\|0  [0.987]

Rule 38/2: (189.2/2.3, lift 16.3)
    PC2 <= 7.16485
    PC4 <= 8.368616
    PC13 <= 7.506931
    PC15 > -0.1686241
    PC18 > 1.22969
    PC27 > -1.915255
    PC31 > -0.240381
    PC32 <= 0.8213294
    PC35 <= 0.4313429
    PC41 > -0.1972747
    PC62 > 0.225319
    PC69 > -2.198283
    ->  class 0\|0  [0.983]

Rule 38/3: (39.4, lift 16.2)
    PC2 <= 7.16485
    PC4 <= 8.368616
    PC13 <= 7.506931
    PC18 > 1.22969
    PC21 <= 0.6757784
    PC30 <= -1.585843
    PC35 <= 0.4313429
    PC41 > -0.1972747
    ->  class 0\|0  [0.974]

Rule 38/4: (35.5, lift 16.2)
    PC2 <= 7.16485
    PC17 > -0.5206551
    PC18 > 1.22969
    PC26 <= 0.6535319
    PC32 <= 0.8213294
    PC35 <= 0.4313429
    PC41 > -0.1972747
    PC73 <= -1.454189
    ->  class 0\|0  [0.973]

Rule 38/5: (34.2, lift 16.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC10 <= 2.565007
    PC18 > -0.4683644
    PC18 <= 1.22969
    PC31 > 0.1202893
    PC48 > 0.360111
    ->  class 0\|0  [0.972]

Rule 38/6: (35.4, lift 16.1)
    PC2 > 2.5099
    PC4 <= 8.368616
    PC13 <= 7.506931
    PC15 > -0.2472632
    PC18 > 1.22969
    PC27 > -1.915255
    PC41 > -0.1972747
    PC55 <= -0.2019645
    PC58 > -1.082893
    PC85 <= -0.1312043
    ->  class 0\|0  [0.971]

Rule 38/7: (28.8, lift 16.1)
    PC2 > 2.5099
    PC9 > 0.411866
    PC18 > -0.4683644
    PC35 > 0.4313429
    ->  class 0\|0  [0.967]

Rule 38/8: (205.2/7.7, lift 15.9)
    PC2 <= 7.16485
    PC12 > -2.032964
    PC13 <= 7.506931
    PC17 > -0.5206551
    PC18 > 1.22969
    PC21 > -0.5056783
    PC32 > 0.8213294
    PC89 <= 1.57139
    PC91 <= 2.972407
    PC92 <= 2.570539
    ->  class 0\|0  [0.958]

Rule 38/9: (26.5/0.2, lift 15.9)
    PC2 <= 7.16485
    PC14 <= -0.376294
    PC18 > 1.22969
    PC35 <= 0.4313429
    PC41 > -0.1972747
    PC42 <= -1.689461
    ->  class 0\|0  [0.957]

Rule 38/10: (28/0.7, lift 15.7)
    PC2 > 7.16485
    PC4 <= 8.368616
    PC13 <= 7.506931
    PC17 > -0.5206551
    PC18 > -0.4683644
    PC21 <= 0.6757784
    PC62 > 0.4510362
    PC91 <= 2.972407
    ->  class 0\|0  [0.943]

Rule 38/11: (359.9/25.8, lift 15.4)
    PC4 <= 8.368616
    PC13 <= 7.506931
    PC14 > -0.376294
    PC15 > -0.2472632
    PC17 > -0.02346192
    PC18 > 1.22969
    PC21 > -0.9078286
    PC26 <= 0.6535319
    PC29 > -2.052711
    PC31 <= 0.2350941
    PC32 <= 0.8213294
    PC35 <= 0.4313429
    PC45 <= 1.476614
    PC47 <= 0.6402813
    PC54 <= 1.251162
    PC55 > -0.2019645
    PC55 <= 0.3556097
    PC58 > -1.082893
    PC62 <= 0.225319
    PC68 <= 0.9584473
    PC76 <= 0.7022016
    PC94 > -0.8775101
    PC95 <= 0.8596638
    ->  class 0\|0  [0.926]

Rule 38/12: (17.1/0.6, lift 15.3)
    PC13 <= 7.506931
    PC18 > 1.22969
    PC21 <= 0.6757784
    PC24 <= -1.576226
    PC35 > 0.4313429
    PC65 > -2.496761
    PC69 > -2.198283
    PC91 <= 2.972407
    ->  class 0\|0  [0.917]

Rule 38/13: (8.1, lift 15.0)
    PC2 > 2.5099
    PC4 <= 2.564981
    PC13 <= 7.506931
    PC18 > 1.22969
    PC69 <= -2.198283
    ->  class 0\|0  [0.901]

Rule 38/14: (30/7.8, lift 12.1)
    PC6 > -0.4129731
    PC13 > 7.506931
    PC18 > 2.798275
    PC83 > -4.32544
    ->  class 0\|0  [0.725]

Rule 38/15: (26.3/6.9, lift 12.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 <= -1.443306
    PC12 > -2.032964
    PC18 > -0.4683644
    PC18 <= 1.22969
    PC65 > -2.496761
    PC96 <= 1.510504
    ->  class 0\|0  [0.720]

Rule 38/16: (1031.8/471.2, lift 9.0)
    PC12 > -2.032964
    PC18 > 1.22969
    PC69 > -2.198283
    PC92 <= -0.1891248
    ->  class 0\|0  [0.543]

Rule 38/17: (115/0.6, lift 10.8)
    PC3 <= 1.640775
    PC14 > -0.376294
    PC18 > -0.4683644
    PC32 <= 0.8213294
    PC45 > 1.476614
    PC65 > -2.496761
    PC70 > -1.144216
    PC73 > -1.454189
    ->  class 0\|1  [0.986]

Rule 38/18: (62.9, lift 10.8)
    PC4 <= 8.368616
    PC17 <= -0.5206551
    PC18 > 1.22969
    PC23 > 0.3305984
    PC69 > -2.198283
    ->  class 0\|1  [0.985]

Rule 38/19: (104.6/0.8, lift 10.8)
    PC2 > 2.5099
    PC12 > -2.032964
    PC13 <= 7.506931
    PC18 > 1.22969
    PC32 <= 0.8213294
    PC40 > -2.874519
    PC65 > -2.496761
    PC69 > -2.198283
    PC70 > -1.144216
    PC76 > 0.7022016
    PC99 > -1.763915
    ->  class 0\|1  [0.983]

Rule 38/20: (54.4, lift 10.8)
    PC2 > 2.5099
    PC2 <= 7.16485
    PC4 <= 8.368616
    PC13 <= 7.506931
    PC18 > -0.4683644
    PC32 <= 0.8213294
    PC41 > -0.1972747
    PC58 > -1.082893
    PC62 <= 0.225319
    PC65 > -2.496761
    PC69 > -2.198283
    PC70 > -1.144216
    PC95 > 0.8596638
    ->  class 0\|1  [0.982]

Rule 38/21: (49.1, lift 10.8)
    PC4 <= 8.368616
    PC13 <= 7.506931
    PC18 > 1.22969
    PC21 <= -0.9078286
    PC29 > -2.052711
    PC40 > -2.874519
    PC54 <= 1.251162
    PC62 <= 0.225319
    ->  class 0\|1  [0.980]

Rule 38/22: (48.7, lift 10.7)
    PC2 > 2.5099
    PC73 <= -1.0238
    PC82 > -2.506272
    PC82 <= -2.288954
    ->  class 0\|1  [0.979]

Rule 38/23: (45.7, lift 10.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 7.506931
    PC18 > -0.4683644
    PC31 <= -0.240381
    PC32 <= 0.8213294
    PC41 > -0.1972747
    PC62 > 0.225319
    PC91 <= 2.972407
    PC99 > -1.763915
    ->  class 0\|1  [0.979]

Rule 38/24: (43.6, lift 10.7)
    PC2 > 2.5099
    PC12 > -2.032964
    PC13 <= 7.506931
    PC18 > 1.22969
    PC65 > -2.496761
    PC91 > 2.972407
    ->  class 0\|1  [0.978]

Rule 38/25: (38.2, lift 10.7)
    PC2 > 2.5099
    PC4 <= 8.368616
    PC13 <= 7.506931
    PC18 > 1.22969
    PC62 <= 0.225319
    PC94 <= -0.8775101
    PC99 > -1.763915
    ->  class 0\|1  [0.975]

Rule 38/26: (110.7/2.5, lift 10.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 <= -0.7458541
    PC15 > -0.5578569
    PC18 <= -0.4683644
    PC20 > -3.440173
    PC23 > -1.607909
    PC99 > -0.0291126
    ->  class 0\|1  [0.969]

Rule 38/27: (126.4/3.2, lift 10.6)
    PC2 > 2.929633
    PC12 > -2.032964
    PC15 <= -0.2472632
    PC18 > 1.22969
    PC21 <= 0.6757784
    PC32 <= 0.8213294
    PC65 > -2.496761
    PC69 > -2.198283
    PC70 > -1.144216
    PC99 > -1.763915
    ->  class 0\|1  [0.967]

Rule 38/28: (23, lift 10.5)
    PC4 <= 8.368616
    PC13 <= 7.506931
    PC18 > 1.22969
    PC27 <= -1.915255
    PC40 > -2.874519
    PC99 > -1.763915
    ->  class 0\|1  [0.960]

Rule 38/29: (117.5/3.9, lift 10.5)
    PC4 <= 8.368616
    PC14 <= -0.376294
    PC18 > 1.22969
    PC30 > -1.585843
    PC35 <= 0.4313429
    PC42 > -1.689461
    PC62 <= 0.225319
    PC69 > -2.198283
    PC99 > -1.763915
    ->  class 0\|1  [0.959]

Rule 38/30: (109.8/3.8, lift 10.5)
    PC2 > 2.5099
    PC12 > -2.032964
    PC18 > 1.22969
    PC26 <= 0.6535319
    PC31 <= 0.2350941
    PC32 <= 0.8213294
    PC55 <= -0.2019645
    PC62 <= 0.225319
    PC65 > -2.496761
    PC69 > -2.198283
    PC83 > -4.32544
    PC85 > -0.1312043
    PC99 > -1.763915
    ->  class 0\|1  [0.957]

Rule 38/31: (52.3/2.1, lift 10.3)
    PC6 <= -0.4129731
    PC13 > 7.506931
    PC18 > 2.798275
    PC39 > -1.981903
    PC56 > -1.880242
    ->  class 0\|1  [0.942]

Rule 38/32: (54.8/2.9, lift 10.2)
    PC2 > 2.929633
    PC13 <= 7.506931
    PC18 > 1.22969
    PC21 <= 0.6757784
    PC31 > 0.2350941
    PC32 <= 0.8213294
    PC65 > -2.496761
    PC70 > -1.144216
    ->  class 0\|1  [0.932]

Rule 38/33: (189.8/12.9, lift 10.2)
    PC9 <= 0.411866
    PC12 > -2.032964
    PC13 <= 7.506931
    PC18 > 1.22969
    PC35 > 0.4313429
    PC65 > -2.496761
    ->  class 0\|1  [0.927]

Rule 38/34: (39.8/2.5, lift 10.0)
    PC2 > 2.5099
    PC13 <= 7.506931
    PC14 > -0.376294
    PC18 > 1.22969
    PC32 <= 0.8213294
    PC54 > 1.251162
    PC62 <= 0.225319
    PC73 > -1.454189
    PC95 <= 0.8596638
    ->  class 0\|1  [0.916]

Rule 38/35: (126.9/10.4, lift 10.0)
    PC2 > 2.5099
    PC3 > -1.953879
    PC3 <= 1.640775
    PC18 > -1.019176
    PC18 <= -0.4683644
    PC28 <= -0.05609887
    PC75 <= 0.3161861
    ->  class 0\|1  [0.911]

Rule 38/36: (6.9, lift 9.7)
    PC2 > 2.5099
    PC12 > -2.032964
    PC13 <= 7.506931
    PC18 > -0.4683644
    PC32 > 0.8213294
    PC89 > 1.57139
    ->  class 0\|1  [0.887]

Rule 38/37: (70.7/7.8, lift 9.6)
    PC2 > 2.5099
    PC4 <= 8.368616
    PC13 <= 7.506931
    PC18 > 1.22969
    PC30 > -1.585843
    PC32 <= 0.8213294
    PC55 > 0.3556097
    PC62 <= 0.225319
    PC73 > -1.454189
    PC95 <= 0.8596638
    ->  class 0\|1  [0.878]

Rule 38/38: (12.7/1.3, lift 9.3)
    PC3 <= 1.640775
    PC7 <= -0.7458541
    PC18 <= -0.4683644
    PC20 > -3.440173
    PC82 <= -3.211718
    ->  class 0\|1  [0.844]

Rule 38/39: (14.8/2.1, lift 8.9)
    PC12 > -2.032964
    PC18 > 1.22969
    PC21 <= -0.5056783
    PC32 > 0.8213294
    PC65 > -2.496761
    PC69 > -2.198283
    ->  class 0\|1  [0.814]

Rule 38/40: (57.7/29.4, lift 5.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 > -0.7458541
    PC16 <= -0.4606844
    PC18 <= -0.4683644
    PC82 > -2.288954
    ->  class 0\|1  [0.491]

Rule 38/41: (3323.8/1749.1, lift 5.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -0.4683644
    ->  class 0\|1  [0.474]

Rule 38/42: (69.8, lift 10.8)
    PC2 > 2.5099
    PC12 <= -2.032964
    PC18 > -0.4683644
    PC46 <= 1.806851
    PC83 > -4.32544
    ->  class 0\|2  [0.986]

Rule 38/43: (64.2, lift 10.8)
    PC3 <= -1.953879
    PC4 > 6.738916
    PC18 > -1.019176
    PC18 <= -0.4683644
    PC20 > -4.769302
    ->  class 0\|2  [0.985]

Rule 38/44: (66.1, lift 10.8)
    PC2 > 2.5099
    PC18 > -0.4683644
    PC18 <= 1.22969
    PC42 > 1.576162
    PC98 > 0.01834231
    ->  class 0\|2  [0.985]

Rule 38/45: (61.3, lift 10.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 <= -0.7458541
    PC18 <= -0.4683644
    PC20 > -3.440173
    PC49 > -1.24435
    PC82 > -3.211718
    PC99 <= -0.0291126
    ->  class 0\|2  [0.984]

Rule 38/46: (89.8/0.5, lift 10.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC14 > -0.6995997
    PC18 > -2.283772
    PC18 <= -1.019176
    PC46 <= 0.6411383
    PC61 <= -0.5583106
    PC85 <= 1.563878
    ->  class 0\|2  [0.984]

Rule 38/47: (57.6, lift 10.8)
    PC2 > 7.345853
    PC10 > -2.368774
    PC13 <= 0.7126734
    PC14 > -0.6995997
    PC18 <= -0.4683644
    PC42 <= 1.595751
    PC60 <= 0.02466209
    PC85 <= 1.768076
    PC94 <= 0.4835688
    ->  class 0\|2  [0.983]

Rule 38/48: (61.6/0.1, lift 10.8)
    PC2 > 2.5099
    PC10 > 2.565007
    PC10 <= 7.315782
    PC13 <= 7.506931
    PC18 > -0.4683644
    PC18 <= 1.22969
    PC43 > -0.5849449
    PC46 <= 0.3176154
    PC96 <= 1.510504
    ->  class 0\|2  [0.982]

Rule 38/49: (79.4/0.6, lift 10.8)
    PC4 > 8.368616
    PC18 > -0.4683644
    PC25 <= -0.7867565
    PC42 > -3.974739
    ->  class 0\|2  [0.980]

Rule 38/50: (47.7, lift 10.8)
    PC4 > 8.368616
    PC18 > -0.4683644
    PC42 > -3.974739
    PC59 <= -3.012355
    ->  class 0\|2  [0.980]

Rule 38/51: (65.8/0.4, lift 10.8)
    PC3 <= 1.640775
    PC12 <= -0.5794301
    PC14 > -0.6995997
    PC16 > -0.4606844
    PC18 > -2.283772
    PC18 <= -1.019176
    PC42 <= 2.424541
    ->  class 0\|2  [0.979]

Rule 38/52: (39.7, lift 10.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 > -0.7458541
    PC13 <= 0.7126734
    PC14 <= 0.4342819
    PC15 > 0.8342735
    PC18 <= -0.4683644
    PC46 <= 0.6411383
    ->  class 0\|2  [0.976]

Rule 38/53: (39.1, lift 10.7)
    PC4 > -5.53159
    PC14 > -0.407418
    PC16 > -0.4606844
    PC18 > -2.283772
    PC18 <= -0.4683644
    PC48 > -0.2167026
    PC79 > 1.242667
    PC85 <= 1.563878
    ->  class 0\|2  [0.976]

Rule 38/54: (41, lift 10.7)
    PC7 <= -0.2422651
    PC13 > 7.506931
    PC18 <= 2.798275
    PC36 <= 1.476349
    PC62 > -0.453459
    PC74 <= 1.471014
    ->  class 0\|2  [0.976]

Rule 38/55: (84.8/1.3, lift 10.7)
    PC3 <= 1.640775
    PC14 > -0.407418
    PC18 > -2.283772
    PC18 <= -1.019176
    PC28 <= -1.436036
    PC42 <= 2.424541
    PC46 <= 0.6411383
    PC85 <= 1.563878
    ->  class 0\|2  [0.974]

Rule 38/56: (50.5/0.4, lift 10.7)
    PC4 > 2.564981
    PC18 > 1.22969
    PC29 <= -0.8367508
    PC69 <= -2.198283
    ->  class 0\|2  [0.973]

Rule 38/57: (35.1, lift 10.7)
    PC13 > 7.506931
    PC16 <= -0.5793504
    PC18 > -0.4683644
    PC18 <= 2.798275
    PC62 > -0.453459
    PC74 <= 1.471014
    ->  class 0\|2  [0.973]

Rule 38/58: (33.9, lift 10.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 0.7126734
    PC14 > -0.6995997
    PC18 <= -0.4683644
    PC46 <= 0.6411383
    PC61 <= 0.7079208
    PC82 > -2.288954
    PC82 <= -1.339932
    ->  class 0\|2  [0.971]

Rule 38/59: (31.4, lift 10.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -0.4683644
    PC18 <= 0.2168446
    PC47 > 0.6867923
    PC48 > -1.01199
    ->  class 0\|2  [0.970]

Rule 38/60: (29.7, lift 10.6)
    PC2 > 2.5099
    PC8 <= 0.08131272
    PC18 > -1.019176
    PC20 <= 3.369452
    PC83 > 3.54093
    ->  class 0\|2  [0.968]

Rule 38/61: (59.9/1, lift 10.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 > -1.443306
    PC16 <= 0.4209149
    PC18 > -0.4683644
    PC18 <= 0.2168446
    PC42 <= 1.576162
    PC48 > -1.01199
    PC48 <= 0.360111
    PC59 <= 0.2462261
    ->  class 0\|2  [0.968]

Rule 38/62: (28.7, lift 10.6)
    PC2 > 2.5099
    PC18 > -0.4683644
    PC18 <= 1.22969
    PC42 <= 1.576162
    PC48 <= 0.360111
    PC59 <= -2.655297
    ->  class 0\|2  [0.967]

Rule 38/63: (123.4/3.4, lift 10.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC14 > -0.6995997
    PC18 > -2.283772
    PC18 <= -1.019176
    PC46 <= 0.6411383
    PC61 <= -0.3604036
    PC74 > -0.1182582
    PC85 <= 1.563878
    ->  class 0\|2  [0.965]

Rule 38/64: (24.7, lift 10.6)
    PC13 > 7.506931
    PC18 > 2.798275
    PC42 > -3.974739
    PC56 <= -1.880242
    ->  class 0\|2  [0.962]

Rule 38/65: (105/3.4, lift 10.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 > -5.53159
    PC14 > -0.6995997
    PC18 > -2.283772
    PC18 <= -1.019176
    PC28 > -1.436036
    PC46 <= 0.6411383
    PC48 <= -0.2167026
    PC55 > -1.54732
    PC82 > -2.288954
    ->  class 0\|2  [0.959]

Rule 38/66: (78/2.4, lift 10.5)
    PC14 > -0.6995997
    PC18 <= -2.283772
    PC23 <= 0.7158099
    PC42 <= 1.595751
    PC50 > -0.1651176
    PC50 <= 1.017497
    PC94 > 0.4835688
    PC97 <= 0.2343131
    ->  class 0\|2  [0.958]

Rule 38/67: (20.7, lift 10.5)
    PC7 > -0.7458541
    PC12 <= 0.1810328
    PC13 <= 0.7126734
    PC18 <= -2.283772
    PC57 > 1.412483
    PC60 <= 0.02466209
    ->  class 0\|2  [0.954]

Rule 38/68: (28.3/0.4, lift 10.5)
    PC2 > 2.5099
    PC13 > 0.7126734
    PC14 <= 0.4342819
    PC16 > -0.4606844
    PC30 > 0.8982863
    PC42 <= 1.595751
    PC82 > -2.288954
    PC94 <= 0.4835688
    ->  class 0\|2  [0.954]

Rule 38/69: (19.1, lift 10.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC17 > 0.03429704
    PC18 > -1.019176
    PC18 <= -0.4683644
    ->  class 0\|2  [0.953]

Rule 38/70: (18.9, lift 10.5)
    PC4 <= -6.824188
    PC18 > -1.019176
    PC18 <= -0.4683644
    PC94 <= 0.7196205
    ->  class 0\|2  [0.952]

Rule 38/71: (50.4/1.8, lift 10.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 > -0.7458541
    PC14 > -0.407418
    PC16 > -0.4606844
    PC18 > -2.052196
    PC18 <= -0.4683644
    PC45 > -0.6164222
    PC46 <= 0.6411383
    PC61 > -0.3604036
    PC85 <= 1.563878
    PC90 <= -0.6248149
    ->  class 0\|2  [0.947]

Rule 38/72: (17, lift 10.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 <= 6.738916
    PC7 > -0.7458541
    PC18 > -1.019176
    PC18 <= -0.4683644
    PC94 > 0.7196205
    ->  class 0\|2  [0.947]

Rule 38/73: (16.7, lift 10.4)
    PC2 > 2.5099
    PC3 > -1.953879
    PC3 <= 1.640775
    PC7 > -0.7458541
    PC18 > -1.019176
    PC18 <= -0.4683644
    PC28 > -0.05609887
    PC75 <= 0.3161861
    ->  class 0\|2  [0.947]

Rule 38/74: (108.9/5.1, lift 10.4)
    PC4 <= -5.53159
    PC7 > -0.7458541
    PC14 > -0.407418
    PC18 > -2.283772
    PC18 <= -1.019176
    PC42 <= 2.424541
    ->  class 0\|2  [0.945]

Rule 38/75: (121.1/6.1, lift 10.4)
    PC3 <= 1.640775
    PC14 > -0.6995997
    PC16 > -0.4606844
    PC18 > -2.052196
    PC18 <= -1.019176
    PC42 <= 2.424541
    PC45 > -0.6164222
    PC46 <= 0.6411383
    PC78 > -0.03132426
    PC79 > 0.2921361
    ->  class 0\|2  [0.943]

Rule 38/76: (111.2/6.2, lift 10.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC8 <= 0.08178572
    PC12 <= 0.1810328
    PC13 <= 0.7126734
    PC14 > -0.6995997
    PC18 <= -0.4683644
    PC60 <= 0.02466209
    PC75 <= -0.0424223
    PC82 > -1.339932
    PC83 > 0.2930096
    ->  class 0\|2  [0.937]

Rule 38/77: (13.7, lift 10.3)
    PC2 > 2.5099
    PC3 > -1.953879
    PC3 <= 1.640775
    PC7 > -0.7458541
    PC16 > -0.4606844
    PC18 > -1.019176
    PC18 <= -0.4683644
    PC75 <= 0.3161861
    PC82 > -2.288954
    PC85 <= -0.1551999
    ->  class 0\|2  [0.936]

Rule 38/78: (13.4, lift 10.3)
    PC3 <= -1.953879
    PC18 > -1.019176
    PC18 <= -0.4683644
    PC56 <= -2.119937
    ->  class 0\|2  [0.935]

Rule 38/79: (29.3/1.1, lift 10.3)
    PC3 <= 1.640775
    PC56 > -7.906567
    PC56 <= -6.968732
    ->  class 0\|2  [0.934]

Rule 38/80: (24.8/0.8, lift 10.3)
    PC3 <= 1.640775
    PC5 > 3.277759
    PC16 > -0.4606844
    PC18 <= -0.4683644
    ->  class 0\|2  [0.934]

Rule 38/81: (15.7/0.2, lift 10.3)
    PC2 > 2.5099
    PC6 > -1.443306
    PC10 <= 2.565007
    PC17 <= -1.162915
    PC18 > -0.4683644
    PC18 <= 1.22969
    PC42 <= 1.576162
    PC48 <= 0.360111
    PC59 <= 0.2462261
    ->  class 0\|2  [0.934]

Rule 38/82: (12.8, lift 10.3)
    PC6 <= -0.4129731
    PC13 > 7.506931
    PC18 > 2.798275
    PC39 <= -1.981903
    PC83 > -4.32544
    ->  class 0\|2  [0.933]

Rule 38/83: (18.4/0.4, lift 10.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 > -5.53159
    PC14 > -0.6995997
    PC18 > -2.283772
    PC18 <= -1.019176
    PC42 <= 2.424541
    PC61 > -0.3604036
    PC77 <= -0.2886018
    PC78 > -0.03132426
    PC81 <= 0.4486154
    ->  class 0\|2  [0.931]

Rule 38/84: (50.1/2.7, lift 10.2)
    PC3 <= 1.640775
    PC14 > -0.6995997
    PC18 <= -2.283772
    PC46 <= 0.6411383
    PC56 > -7.906567
    PC66 > 1.939445
    ->  class 0\|2  [0.928]

Rule 38/85: (10.7, lift 10.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC11 > 0.2945656
    PC14 > -0.6995997
    PC60 <= 0.02466209
    PC94 <= 0.4835688
    ->  class 0\|2  [0.921]

Rule 38/86: (49/3.3, lift 10.1)
    PC7 <= -0.7458541
    PC8 > -0.4041619
    PC18 <= -0.4683644
    PC20 <= -3.440173
    PC63 > -6.125492
    PC75 > 0.05252003
    ->  class 0\|2  [0.916]

Rule 38/87: (23.7/1.2, lift 10.0)
    PC7 > -0.7458541
    PC18 <= -2.283772
    PC42 <= 1.595751
    PC46 <= 0.6411383
    PC61 > 0.7079208
    PC66 <= 1.939445
    PC94 <= 0.4835688
    ->  class 0\|2  [0.913]

Rule 38/88: (46.2/3.2, lift 10.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 > -0.7458541
    PC14 > -0.6995997
    PC18 > -2.283772
    PC18 <= -1.019176
    PC42 <= 2.424541
    PC45 > -0.6164222
    PC46 <= 0.6411383
    PC85 <= 1.563878
    PC94 > 0.6106617
    ->  class 0\|2  [0.913]

Rule 38/89: (41.4/2.8, lift 10.0)
    PC2 > 2.5099
    PC18 > -0.4683644
    PC42 > -3.974739
    PC65 <= -2.496761
    PC83 > -4.32544
    ->  class 0\|2  [0.913]

Rule 38/90: (6.9, lift 9.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 > 1.397035
    PC18 > -2.283772
    PC18 <= -0.4683644
    ->  class 0\|2  [0.887]

Rule 38/91: (6, lift 9.6)
    PC7 > -0.7458541
    PC10 <= -5.956255
    PC14 <= -0.6995997
    ->  class 0\|2  [0.875]

Rule 38/92: (85.9/11.5, lift 9.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 > -0.7458541
    PC12 <= 0.4814967
    PC14 > 0.4342819
    PC16 > -0.4606844
    PC18 <= -0.4683644
    PC82 > -2.288954
    PC94 <= 0.4835688
    ->  class 0\|2  [0.857]

Rule 38/93: (79.4/11.7, lift 9.3)
    PC3 <= 1.640775
    PC8 > 0.08178572
    PC16 > -0.4606844
    PC18 <= -2.283772
    ->  class 0\|2  [0.844]

Rule 38/94: (67.9/10.1, lift 9.2)
    PC3 <= 1.640775
    PC14 > -0.407418
    PC16 > -0.4606844
    PC18 > -2.052196
    PC18 <= -1.019176
    PC77 > -0.2886018
    PC78 > -0.03132426
    PC81 <= 0.4486154
    PC94 > 0.4396167
    PC94 <= 0.6106617
    ->  class 0\|2  [0.841]

Rule 38/95: (124.9/22.1, lift 9.0)
    PC8 <= 0.08178572
    PC10 <= -2.368774
    PC13 <= 0.7126734
    PC18 <= -1.019176
    PC46 <= 0.6411383
    PC60 <= 0.02466209
    ->  class 0\|2  [0.818]

Rule 38/96: (36.8/6.1, lift 9.0)
    PC2 > 2.5099
    PC6 > -1.443306
    PC12 > -2.032964
    PC18 > -0.4683644
    PC18 <= 1.22969
    PC90 <= -1.681421
    PC96 <= 1.510504
    ->  class 0\|2  [0.818]

Rule 38/97: (48.8/9, lift 8.8)
    PC7 > -0.7458541
    PC18 <= -0.4683644
    PC82 <= -2.506272
    PC100 > -0.04304946
    ->  class 0\|2  [0.803]

Rule 38/98: (29.4/7.3, lift 8.1)
    PC4 <= -9.612904
    PC18 <= 1.22969
    ->  class 0\|2  [0.735]

Rule 38/99: (18.6/5.3, lift 7.6)
    PC2 > 2.5099
    PC3 <= -1.953879
    PC7 > -0.7458541
    PC8 > 0.08131272
    PC18 > -1.019176
    PC18 <= -0.4683644
    ->  class 0\|2  [0.695]

Rule 38/100: (23.4/9.7, lift 6.4)
    PC6 > 0.09129588
    PC8 <= 0.08178572
    PC13 <= 0.7126734
    PC14 > -0.6995997
    PC18 <= -2.283772
    ->  class 0\|2  [0.578]

Rule 38/101: (114.9, lift 11.3)
    PC2 > 2.5099
    PC4 > -5.53159
    PC7 > -0.7458541
    PC12 > -0.5794301
    PC18 <= -1.019176
    PC28 > -1.436036
    PC45 <= -0.6164222
    PC48 > -0.2167026
    PC61 > -0.5583106
    PC82 > -2.288954
    ->  class 0\|3  [0.991]

Rule 38/102: (100.2, lift 11.3)
    PC5 <= 3.277759
    PC14 > -0.6995997
    PC16 > -0.4606844
    PC18 <= -2.283772
    PC42 > 1.595751
    ->  class 0\|3  [0.990]

Rule 38/103: (82.7, lift 11.3)
    PC12 > 0.4814967
    PC18 <= -2.283772
    PC56 > -6.968732
    PC61 <= 0.7079208
    PC66 <= 1.939445
    PC94 <= 0.4835688
    ->  class 0\|3  [0.988]

Rule 38/104: (93.2/0.2, lift 11.3)
    PC2 > 2.5099
    PC3 <= -1.953879
    PC4 > -6.824188
    PC4 <= 6.738916
    PC7 > -0.7458541
    PC8 <= 0.08131272
    PC17 <= 0.03429704
    PC18 > -1.019176
    PC18 <= -0.4683644
    PC20 <= 3.369452
    PC56 > -2.119937
    PC83 <= 3.54093
    PC94 <= 0.7196205
    ->  class 0\|3  [0.988]

Rule 38/105: (70, lift 11.3)
    PC3 <= 1.640775
    PC14 <= 0.4342819
    PC18 <= -1.019176
    PC42 <= 1.595751
    PC61 <= 0.7079208
    PC82 > -2.288954
    PC85 > 1.768076
    ->  class 0\|3  [0.986]

Rule 38/106: (90.1/0.4, lift 11.3)
    PC2 <= 7.345853
    PC8 <= 0.08178572
    PC10 > -2.368774
    PC11 <= 0.2945656
    PC18 <= -2.283772
    PC43 > -1.669891
    PC46 <= 0.6411383
    PC57 <= 1.412483
    PC60 <= 0.02466209
    PC66 <= 1.939445
    PC83 <= 0.2930096
    PC94 <= 0.4835688
    ->  class 0\|3  [0.985]

Rule 38/107: (102.3/0.8, lift 11.2)
    PC2 > 2.5099
    PC4 > -5.53159
    PC7 > -0.7458541
    PC7 <= 1.397035
    PC18 > -2.283772
    PC18 <= -1.019176
    PC28 > -1.436036
    PC48 > -0.2167026
    PC61 > -0.3604036
    PC78 <= -0.03132426
    PC79 <= 1.242667
    PC81 <= 0.4486154
    PC90 > -0.6248149
    ->  class 0\|3  [0.983]

Rule 38/108: (53.7, lift 11.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 > -5.53159
    PC7 > -0.7458541
    PC18 > -2.283772
    PC18 <= -2.052196
    PC28 > -1.436036
    PC48 > -0.2167026
    PC61 > -0.3604036
    PC82 > -2.288954
    PC94 <= 0.6106617
    ->  class 0\|3  [0.982]

Rule 38/109: (39.1, lift 11.2)
    PC10 > 7.315782
    PC12 > -2.032964
    PC13 <= 7.506931
    PC18 <= 1.22969
    PC83 > -4.32544
    PC96 <= 1.510504
    ->  class 0\|3  [0.976]

Rule 38/110: (35.8, lift 11.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 > -5.53159
    PC18 <= -1.019176
    PC28 > -1.436036
    PC46 <= 0.6411383
    PC61 > -0.5583106
    PC61 <= -0.3604036
    PC74 <= -0.1182582
    PC85 <= 1.563878
    ->  class 0\|3  [0.974]

Rule 38/111: (31, lift 11.1)
    PC13 > 7.506931
    PC36 > 1.476349
    ->  class 0\|3  [0.970]

Rule 38/112: (83.1/1.7, lift 11.1)
    PC3 <= 1.640775
    PC4 > -5.53159
    PC7 <= 1.397035
    PC12 > -0.5794301
    PC16 > -0.4606844
    PC18 > -2.283772
    PC18 <= -1.019176
    PC28 > -1.436036
    PC48 > -0.2167026
    PC61 > -0.3604036
    PC77 > -0.2886018
    PC79 <= 0.2921361
    PC81 <= 0.4486154
    PC82 > -2.288954
    PC90 > -0.6248149
    PC94 <= 0.4396167
    ->  class 0\|3  [0.968]

Rule 38/113: (55.8/1, lift 11.1)
    PC3 <= -1.953879
    PC18 <= -0.4683644
    PC20 <= -4.769302
    PC82 > -2.288954
    ->  class 0\|3  [0.966]

Rule 38/114: (28.2, lift 11.0)
    PC2 > 2.5099
    PC8 <= 0.08178572
    PC16 > -0.4606844
    PC18 <= -0.4683644
    PC50 > 1.017497
    PC94 > 0.4835688
    ->  class 0\|3  [0.965]

Rule 38/115: (31.8/0.2, lift 11.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -2.283772
    PC18 <= -1.019176
    PC82 > -2.288954
    PC85 > 1.563878
    ->  class 0\|3  [0.965]

Rule 38/116: (110.1/3.2, lift 11.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC10 > 2.565007
    PC12 > -2.032964
    PC18 <= 1.22969
    PC42 <= 1.576162
    PC46 > 0.3176154
    PC65 > -2.496761
    ->  class 0\|3  [0.963]

Rule 38/117: (23.1, lift 11.0)
    PC12 > 0.1810328
    PC13 <= 0.7126734
    PC18 <= -2.283772
    PC43 > -1.669891
    PC94 <= 0.4835688
    ->  class 0\|3  [0.960]

Rule 38/118: (37/0.6, lift 11.0)
    PC5 <= 3.277759
    PC18 <= -2.283772
    PC23 > 0.7158099
    PC66 <= 1.939445
    PC82 > -2.288954
    PC94 > 0.4835688
    ->  class 0\|3  [0.960]

Rule 38/119: (22.9, lift 11.0)
    PC13 > 7.506931
    PC18 > -0.4683644
    PC18 <= 2.798275
    PC62 <= -0.453459
    ->  class 0\|3  [0.959]

Rule 38/120: (147.2/5.5, lift 10.9)
    PC2 > 2.5099
    PC5 <= 3.277759
    PC7 > -0.7458541
    PC10 > -5.956255
    PC14 <= -0.6995997
    PC16 > -0.4606844
    PC18 <= -1.019176
    PC82 > -2.288954
    ->  class 0\|3  [0.956]

Rule 38/121: (20.4, lift 10.9)
    PC2 > 2.5099
    PC12 <= -2.032964
    PC46 > 1.806851
    ->  class 0\|3  [0.955]

Rule 38/122: (15.4, lift 10.8)
    PC3 <= 1.640775
    PC7 <= -0.7458541
    PC18 <= -0.4683644
    PC63 <= -6.125492
    ->  class 0\|3  [0.943]

Rule 38/123: (77/4.3, lift 10.7)
    PC2 > 2.5099
    PC5 <= 3.277759
    PC14 > -0.6995997
    PC16 > -0.4606844
    PC18 <= -0.4683644
    PC42 > 2.424541
    ->  class 0\|3  [0.933]

Rule 38/124: (266.1/17.2, lift 10.7)
    PC1 <= -0.5039886
    PC8 <= 0.08178572
    PC13 > 0.7126734
    PC14 > -0.6995997
    PC14 <= 0.4342819
    PC18 <= -2.283772
    PC30 <= 0.8982863
    PC56 > -6.968732
    PC61 <= 0.7079208
    PC66 <= 1.939445
    PC82 > -2.288954
    PC94 <= 0.4835688
    ->  class 0\|3  [0.932]

Rule 38/125: (56.5/3.2, lift 10.6)
    PC3 <= 1.640775
    PC7 > -0.7458541
    PC12 > -0.5794301
    PC14 <= -0.407418
    PC18 > -2.283772
    PC18 <= -1.019176
    PC82 > -2.288954
    ->  class 0\|3  [0.928]

Rule 38/126: (31.5/1.9, lift 10.5)
    PC13 <= 0.7126734
    PC18 <= -2.283772
    PC61 <= 0.7079208
    PC75 > -0.0424223
    PC82 > -2.288954
    PC83 > 0.2930096
    PC94 <= 0.4835688
    ->  class 0\|3  [0.914]

Rule 38/127: (39.1/2.6, lift 10.4)
    PC2 > 2.5099
    PC4 <= 2.181841
    PC13 <= 7.506931
    PC18 > -0.4683644
    PC18 <= 1.22969
    PC42 > 1.576162
    PC98 <= 0.01834231
    ->  class 0\|3  [0.913]

Rule 38/128: (20.3/1.1, lift 10.4)
    PC5 <= 3.277759
    PC16 > -0.4606844
    PC18 <= -1.019176
    PC55 <= -1.54732
    PC61 > -0.5583106
    PC82 > -2.288954
    ->  class 0\|3  [0.905]

Rule 38/129: (443.4/42.2, lift 10.3)
    PC2 > 2.5099
    PC5 <= 3.277759
    PC6 <= 0.09129588
    PC7 > -0.7458541
    PC15 <= 0.8342735
    PC18 <= -2.283772
    PC56 > -6.968732
    PC60 > 0.02466209
    PC61 <= 0.7079208
    PC66 <= 1.939445
    PC82 > -1.339932
    PC94 <= 0.4835688
    ->  class 0\|3  [0.903]

Rule 38/130: (6.8, lift 10.1)
    PC2 > 2.5099
    PC3 > -1.953879
    PC3 <= 1.640775
    PC16 > -0.4606844
    PC18 > -1.019176
    PC18 <= -0.4683644
    PC75 > 0.3161861
    PC82 > -2.288954
    ->  class 0\|3  [0.887]

Rule 38/131: (55.2/5.7, lift 10.1)
    PC2 > 2.5099
    PC18 > -0.4683644
    PC83 <= -4.32544
    ->  class 0\|3  [0.882]

Rule 38/132: (6.3, lift 10.1)
    PC2 > 2.5099
    PC7 <= -0.7458541
    PC18 <= -0.4683644
    PC49 <= -1.24435
    ->  class 0\|3  [0.880]

Rule 38/133: (6.3, lift 10.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 <= -0.7458541
    PC8 <= -0.4041619
    ->  class 0\|3  [0.879]

Rule 38/134: (28.4/2.9, lift 10.0)
    PC7 <= -0.7458541
    PC18 <= -0.4683644
    PC20 <= -3.440173
    PC75 <= 0.05252003
    ->  class 0\|3  [0.873]

Rule 38/135: (23.9/2.4, lift 9.9)
    PC2 > 2.5099
    PC7 > -0.7458541
    PC18 <= -0.4683644
    PC82 <= -2.506272
    PC100 <= -0.04304946
    ->  class 0\|3  [0.869]

Rule 38/136: (120.6/18.3, lift 9.6)
    PC7 > -0.2422651
    PC13 > 7.506931
    PC16 > -0.5793504
    PC18 <= 2.798275
    PC65 > -2.496761
    ->  class 0\|3  [0.843]

Rule 38/137: (38.8/9, lift 8.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 7.506931
    PC18 > -0.4683644
    PC18 <= 1.22969
    PC96 > 1.510504
    ->  class 0\|3  [0.755]

Rule 38/138: (129.6/0.4, lift 25.3)
    PC1 > -0.430681
    PC6 <= 5.1094
    PC9 > -0.453144
    PC12 > 2.702868
    PC13 > -0.7062078
    PC17 <= 1.95071
    PC91 > -0.3432204
    ->  class 1\|0  [0.989]

Rule 38/139: (73.5, lift 25.2)
    PC1 > -0.2019541
    PC2 <= 2.5099
    PC3 > 0.09497605
    PC8 > -4.367485
    PC10 <= -0.3377119
    PC16 <= 0.2033676
    PC19 > -1.113511
    PC48 > -0.3407215
    PC68 > -1.81666
    PC86 <= 0.7328436
    ->  class 1\|0  [0.987]

Rule 38/140: (37.7, lift 24.9)
    PC1 > -0.2019541
    PC2 <= 2.5099
    PC8 > -4.367485
    PC16 <= 0.8572028
    PC19 > -1.113511
    PC38 > 0.4350086
    PC68 > -1.81666
    ->  class 1\|0  [0.975]

Rule 38/141: (103.1/1.9, lift 24.9)
    PC1 > 9.336863
    PC3 <= 0.09497605
    PC11 <= -0.8052899
    PC12 <= 2.702868
    PC62 <= 0.6732632
    PC68 <= 0.8657741
    ->  class 1\|0  [0.972]

Rule 38/142: (42.2/0.3, lift 24.8)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > 0.09497605
    PC7 > -7.573264
    PC16 <= 0.8572028
    PC19 > -1.113511
    PC68 > -1.81666
    PC86 <= 0.7328436
    PC87 > 0.3758951
    ->  class 1\|0  [0.971]

Rule 38/143: (29.4, lift 24.8)
    PC1 > -0.2019541
    PC8 > -4.367485
    PC12 <= 2.702868
    PC19 > 2.849222
    PC68 > -1.81666
    PC86 <= 0.7328436
    ->  class 1\|0  [0.968]

Rule 38/144: (58.9/1.1, lift 24.7)
    PC1 <= 5.97752
    PC6 > 5.459266
    PC6 <= 7.447846
    PC9 > 1.346254
    PC11 <= 1.214689
    PC12 > 2.702868
    ->  class 1\|0  [0.965]

Rule 38/145: (18, lift 24.3)
    PC1 > -0.430681
    PC8 > -4.367485
    PC16 <= 0.8572028
    PC21 > -0.2639696
    PC31 <= -0.2581946
    PC68 <= -1.81666
    ->  class 1\|0  [0.950]

Rule 38/146: (98.2/6.5, lift 23.7)
    PC1 > -0.2019541
    PC2 <= 2.5099
    PC3 > 0.09497605
    PC7 > -7.573264
    PC16 <= 0.8572028
    PC19 > -1.113511
    PC72 > 0.1759172
    PC86 <= 0.7328436
    PC87 <= 0.3758951
    ->  class 1\|0  [0.925]

Rule 38/147: (6.2, lift 22.5)
    PC6 > 7.447846
    PC12 > 2.702868
    PC46 > 2.568
    ->  class 1\|0  [0.878]

Rule 38/148: (5.8, lift 22.3)
    PC2 > 0.8279572
    PC2 <= 2.5099
    PC7 <= -7.573264
    ->  class 1\|0  [0.872]

Rule 38/149: (499.7/224.1, lift 14.1)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.9381145
    PC21 > -0.2051003
    PC46 > -0.6374976
    ->  class 1\|0  [0.551]

Rule 38/150: (43.5/23, lift 12.1)
    PC1 <= -0.2019541
    PC2 > 0.6503272
    PC2 <= 2.5099
    PC17 <= -0.7404741
    ->  class 1\|0  [0.472]

Rule 38/151: (236.6, lift 14.3)
    PC6 > 7.447846
    PC12 > 2.702868
    PC46 <= 2.568
    ->  class 1\|1  [0.996]

Rule 38/152: (147.5, lift 14.3)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.9381145
    PC25 <= -0.03263944
    ->  class 1\|1  [0.993]

Rule 38/153: (124.9, lift 14.3)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.9381145
    PC83 <= -0.4309384
    ->  class 1\|1  [0.992]

Rule 38/154: (94.8, lift 14.2)
    PC2 > 2.5099
    PC3 > 1.640775
    PC12 > -0.07186928
    PC16 <= 0.5655206
    ->  class 1\|1  [0.990]

Rule 38/155: (83.2, lift 14.2)
    PC2 > 2.5099
    PC8 <= -3.622398
    PC16 <= -0.9381145
    ->  class 1\|1  [0.988]

Rule 38/156: (115.3/0.9, lift 14.2)
    PC1 > 9.336863
    PC3 <= 0.09497605
    PC8 > -4.367485
    PC11 > -0.8052899
    PC12 <= 2.702868
    PC45 <= 0.2860672
    PC85 > -1.335222
    PC98 > -0.04919276
    ->  class 1\|1  [0.984]

Rule 38/157: (50.5, lift 14.1)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.9381145
    PC33 <= -0.5413352
    ->  class 1\|1  [0.981]

Rule 38/158: (232.8/4.1, lift 14.1)
    PC1 > -0.2019541
    PC2 <= 2.5099
    PC3 > 0.09497605
    PC7 > -7.573264
    PC10 > -0.3377119
    PC12 <= 2.702868
    PC16 <= 0.8572028
    PC19 > -1.113511
    PC19 <= 2.849222
    PC38 <= 0.4350086
    PC48 > -0.3407215
    PC49 > -0.8147107
    PC68 > -1.81666
    PC72 <= 0.1759172
    PC86 <= 0.7328436
    PC87 <= 0.3758951
    ->  class 1\|1  [0.978]

Rule 38/159: (43.3, lift 14.1)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC6 <= 4.007666
    PC8 > -0.952363
    PC16 <= 0.8572028
    PC48 > -0.3407215
    PC86 > 0.7328436
    ->  class 1\|1  [0.978]

Rule 38/160: (44.7, lift 14.1)
    PC2 > 2.5099
    PC3 > 1.640775
    PC12 > -0.5506301
    PC16 <= 0.5655206
    PC87 > 0.2374916
    ->  class 1\|1  [0.978]

Rule 38/161: (40.3, lift 14.1)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.9381145
    PC77 > 0.7041603
    ->  class 1\|1  [0.976]

Rule 38/162: (62/0.6, lift 14.0)
    PC2 > 2.5099
    PC3 > 1.640775
    PC12 > -0.5506301
    PC16 <= -0.9381145
    PC32 > -0.6563316
    PC50 <= 0.2204127
    PC94 > -0.646867
    ->  class 1\|1  [0.975]

Rule 38/163: (39.4/0.7, lift 13.8)
    PC6 > 5.459266
    PC9 <= 1.346254
    PC12 > 2.702868
    ->  class 1\|1  [0.960]

Rule 38/164: (21.1, lift 13.7)
    PC1 > -0.2019541
    PC2 <= 2.5099
    PC6 <= 7.447846
    PC13 <= -0.7062078
    ->  class 1\|1  [0.955]

Rule 38/165: (17.1, lift 13.6)
    PC1 > -0.2019541
    PC1 <= 9.336863
    PC3 <= 0.09497605
    PC9 > 0.2364534
    PC12 <= 2.702868
    ->  class 1\|1  [0.948]

Rule 38/166: (22.4/0.3, lift 13.6)
    PC1 > 5.97752
    PC6 > 5.1094
    PC6 <= 7.447846
    PC12 > 2.702868
    ->  class 1\|1  [0.946]

Rule 38/167: (87.4/4.4, lift 13.5)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.9381145
    PC94 > 0.08197199
    ->  class 1\|1  [0.939]

Rule 38/168: (13.2, lift 13.4)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC12 > 2.702868
    PC91 <= -0.3432204
    ->  class 1\|1  [0.934]

Rule 38/169: (12.7, lift 13.4)
    PC1 > -0.430681
    PC3 > 0.09497605
    PC16 <= 0.8572028
    PC18 > 0.1630111
    PC19 <= -1.113511
    ->  class 1\|1  [0.932]

Rule 38/170: (29.1/1.4, lift 13.3)
    PC1 > -0.430681
    PC3 <= 0.09497605
    PC11 <= -0.8052899
    PC68 > 0.8657741
    ->  class 1\|1  [0.922]

Rule 38/171: (7.3, lift 12.8)
    PC1 > -0.430681
    PC3 <= 0.09497605
    PC11 <= -0.8052899
    PC12 <= 2.702868
    PC62 > 0.6732632
    ->  class 1\|1  [0.892]

Rule 38/172: (19.6/2.7, lift 12.0)
    PC6 > 5.1094
    PC6 <= 5.459266
    PC12 > 2.702868
    PC17 <= 1.95071
    ->  class 1\|1  [0.831]

Rule 38/173: (296.6/127, lift 8.2)
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC8 <= 2.359055
    PC42 <= -1.113485
    ->  class 1\|1  [0.572]

Rule 38/174: (1359.8/751, lift 6.4)
    PC2 > 2.5099
    PC3 > 1.640775
    ->  class 1\|1  [0.448]

Rule 38/175: (170.6/1.5, lift 14.5)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > 0.09497605
    PC5 <= 2.465437
    PC16 > 0.8572028
    PC22 > -2.06298
    PC25 <= 0.4005555
    PC39 > -0.1516411
    PC43 > -0.1861798
    PC100 > -0.004760643
    ->  class 1\|2  [0.986]

Rule 38/176: (48.1/0.2, lift 14.4)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > 0.5655206
    PC27 <= 0.3614591
    PC83 > 0.3472106
    ->  class 1\|2  [0.976]

Rule 38/177: (32.5, lift 14.3)
    PC2 <= 2.5099
    PC3 > 0.09497605
    PC4 > 0.8657938
    PC16 > 0.8572028
    ->  class 1\|2  [0.971]

Rule 38/178: (106.8/3.1, lift 14.2)
    PC2 > 2.5099
    PC6 <= -4.030584
    PC15 > -1.567503
    PC16 > 0.5655206
    PC51 <= -0.7704938
    ->  class 1\|2  [0.962]

Rule 38/179: (20.2, lift 14.1)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > 0.5655206
    PC32 <= -2.132557
    ->  class 1\|2  [0.955]

Rule 38/180: (18.4, lift 14.0)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > 0.5655206
    PC27 > 0.3614591
    PC51 <= -0.7704938
    ->  class 1\|2  [0.951]

Rule 38/181: (145.1/7.6, lift 13.9)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > 0.5655206
    PC33 <= 1.385221
    PC51 > -0.7704938
    PC55 > -0.5716879
    ->  class 1\|2  [0.941]

Rule 38/182: (13, lift 13.8)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -0.9381145
    PC50 > -0.2178361
    PC65 <= -0.6879153
    ->  class 1\|2  [0.933]

Rule 38/183: (8.4, lift 13.3)
    PC3 > 1.640775
    PC16 > -0.9381145
    PC20 > 1.222357
    PC50 > -0.2178361
    ->  class 1\|2  [0.904]

Rule 38/184: (48.3/3.9, lift 13.3)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -0.9381145
    PC16 <= 0.5655206
    PC50 <= -0.2178361
    PC82 <= 0.3334497
    ->  class 1\|2  [0.903]

Rule 38/185: (8.9/0.2, lift 13.1)
    PC3 > 0.09497605
    PC16 > 0.8572028
    PC74 <= -1.936675
    PC94 <= 1.787622
    ->  class 1\|2  [0.888]

Rule 38/186: (2638.3/1636.2, lift 5.6)
    PC1 > -0.2019541
    PC2 <= 2.5099
    PC8 > -4.367485
    PC12 <= 2.702868
    ->  class 1\|2  [0.380]

Rule 38/187: (3371.1/2360.9, lift 4.4)
    PC1 > -0.2019541
    PC2 <= 2.5099
    ->  class 1\|2  [0.300]

Rule 38/188: (67.3, lift 14.9)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > 0.09497605
    PC4 <= 0.8657938
    PC5 <= 2.465437
    PC16 > 0.8572028
    PC22 <= 2.170254
    PC43 <= -0.1861798
    PC100 > -0.004760643
    ->  class 1\|3  [0.986]

Rule 38/189: (124.8/0.9, lift 14.9)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > 0.09497605
    PC9 <= -1.483116
    PC27 > -0.4267388
    PC45 > -0.4031202
    PC89 > -0.2612394
    ->  class 1\|3  [0.985]

Rule 38/190: (136.4/3, lift 14.7)
    PC2 > 2.5099
    PC3 > 1.640775
    PC6 > -4.030584
    PC27 <= 0.3614591
    PC32 > -2.132557
    PC51 <= -0.7704938
    PC83 <= 0.3472106
    ->  class 1\|3  [0.971]

Rule 38/191: (81.6/1.6, lift 14.7)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > 0.09497605
    PC4 <= 0.8657938
    PC5 <= 2.465437
    PC16 > 0.8572028
    PC39 > -0.1516411
    PC100 <= -0.004760643
    ->  class 1\|3  [0.969]

Rule 38/192: (386.2/15.4, lift 14.5)
    PC1 > -0.2019541
    PC2 <= 2.5099
    PC3 > 0.09497605
    PC4 <= 0.8657938
    PC5 > -6.396301
    PC5 <= 2.465437
    PC16 > 0.8572028
    PC37 > -1.296795
    PC39 <= -0.1516411
    PC54 <= 1.492335
    PC74 > -1.936675
    PC90 <= 1.533493
    PC100 > -1.163918
    ->  class 1\|3  [0.958]

Rule 38/193: (91.4/3.4, lift 14.4)
    PC2 > 2.5099
    PC3 > 1.640775
    PC15 <= -1.567503
    PC51 <= -0.7704938
    ->  class 1\|3  [0.953]

Rule 38/194: (18.8, lift 14.4)
    PC1 > -0.430681
    PC3 > 0.09497605
    PC5 <= 2.465437
    PC16 > 0.8572028
    PC19 > 1.679743
    PC43 <= -0.1861798
    ->  class 1\|3  [0.952]

Rule 38/195: (158.6/8.3, lift 14.3)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC4 <= 0.8657938
    PC16 > 0.8572028
    PC22 <= -2.06298
    ->  class 1\|3  [0.942]

Rule 38/196: (37.4/1.3, lift 14.3)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC7 > -7.573264
    PC8 > -4.367485
    PC16 <= 0.8572028
    PC19 > -1.113511
    PC21 > -0.2639696
    PC31 > -0.2581946
    PC68 <= -1.81666
    ->  class 1\|3  [0.941]

Rule 38/197: (16.1, lift 14.2)
    PC2 <= 2.5099
    PC3 > 0.09497605
    PC5 <= 2.465437
    PC12 <= 2.702868
    PC16 > 0.8572028
    PC25 > 0.4005555
    PC94 <= 1.787622
    PC100 > -0.004760643
    ->  class 1\|3  [0.939]

Rule 38/198: (21/1.1, lift 13.8)
    PC1 > -0.2019541
    PC2 <= 2.5099
    PC3 > 0.09497605
    PC8 <= -0.952363
    PC19 > -1.113511
    PC86 > 0.7328436
    ->  class 1\|3  [0.909]

Rule 38/199: (8.2, lift 13.7)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > 0.09497605
    PC16 > 0.8572028
    PC65 > 1.003645
    ->  class 1\|3  [0.902]

Rule 38/200: (5.4, lift 13.1)
    PC1 > -0.430681
    PC1 <= 9.336863
    PC3 <= 0.09497605
    PC19 <= -2.176694
    PC20 <= 0.2786741
    PC44 <= 0.800207
    ->  class 1\|3  [0.864]

Rule 38/201: (131.9/17.4, lift 13.1)
    PC1 > -0.430681
    PC3 > 0.09497605
    PC4 <= 0.8657938
    PC5 <= 2.465437
    PC12 <= 2.702868
    PC35 <= -0.1819457
    PC43 <= -0.1861798
    ->  class 1\|3  [0.862]

Rule 38/202: (377.5/0.8, lift 13.5)
    PC1 <= -0.430681
    PC8 > 2.359055
    PC10 <= 0.3352064
    PC20 > -0.4731367
    PC20 <= -0.1666366
    PC34 <= 0.4210965
    PC54 > -1.798061
    PC60 > -0.2182211
    PC98 > -0.7051479
    ->  class 2\|0  [0.995]

Rule 38/203: (161.6, lift 13.4)
    PC1 <= -0.430681
    PC8 > 1.123821
    PC10 <= -0.173114
    PC12 > -0.6683381
    PC32 > 1.071236
    PC36 <= 0.3500793
    ->  class 2\|0  [0.994]

Rule 38/204: (362.8/1.8, lift 13.4)
    PC1 > -3.530074
    PC1 <= -0.430681
    PC8 > 2.359055
    PC10 <= 0.3352064
    PC12 > -1.731584
    PC19 <= 0.6619395
    PC34 <= 0.4210965
    PC36 > -0.2762381
    PC54 > -1.798061
    PC60 > -0.2182211
    PC63 <= 0.1614359
    PC98 > -0.7051479
    PC99 > -1.121044
    ->  class 2\|0  [0.992]

Rule 38/205: (128.2/2, lift 13.2)
    PC1 <= -0.430681
    PC8 > 2.359055
    PC10 <= 0.3352064
    PC19 <= 0.6619395
    PC20 > -0.4731367
    PC37 <= -0.1446801
    PC40 > -0.5543202
    PC46 > 0.1444398
    PC54 > -1.798061
    PC60 > -0.2182211
    PC97 <= 0.0897546
    ->  class 2\|0  [0.977]

Rule 38/206: (59/1.1, lift 13.1)
    PC5 <= 1.125056
    PC7 <= 0.8953667
    PC8 > -0.2273773
    PC8 <= 2.359055
    PC19 <= -0.8207372
    PC24 <= 0.7800624
    PC41 <= 0.9271359
    PC44 > 0.4764253
    ->  class 2\|0  [0.966]

Rule 38/207: (26.4, lift 13.1)
    PC1 <= -0.430681
    PC2 > -1.866158
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC57 > 0.6598545
    PC59 > -0.6592996
    ->  class 2\|0  [0.965]

Rule 38/208: (22.8, lift 13.0)
    PC1 <= -0.430681
    PC2 > -3.175897
    PC8 > 2.359055
    PC19 <= 0.6619395
    PC20 > -0.4731367
    PC54 <= -1.798061
    ->  class 2\|0  [0.960]

Rule 38/209: (52.3/1.8, lift 12.8)
    PC1 > -0.430681
    PC1 <= 9.336863
    PC3 <= 0.09497605
    PC9 > -2.660782
    PC9 <= 0.2364534
    PC44 > 0.800207
    ->  class 2\|0  [0.949]

Rule 38/210: (312.7/22.2, lift 12.5)
    PC6 <= -0.1714664
    PC8 > 2.359055
    PC10 <= 0.3352064
    PC19 <= 0.6619395
    PC20 <= 0.07461147
    PC41 <= 0.1548491
    PC52 <= 0.04866493
    PC58 <= 0.7804653
    PC70 <= 0.08980133
    PC98 > -0.7051479
    ->  class 2\|0  [0.926]

Rule 38/211: (8.4/0.1, lift 12.1)
    PC1 <= -0.430681
    PC8 > 2.359055
    PC12 > -0.1989966
    PC19 > 0.6619395
    ->  class 2\|0  [0.892]

Rule 38/212: (366.3/44.4, lift 11.9)
    PC7 > 1.46383
    PC8 > 2.359055
    PC19 <= 0.6619395
    PC20 <= 0.07461147
    ->  class 2\|0  [0.877]

Rule 38/213: (1488.7/980.9, lift 4.6)
    PC1 > -0.430681
    PC1 <= -0.2019541
    PC2 <= 2.5099
    ->  class 2\|0  [0.341]

Rule 38/214: (111.1, lift 11.1)
    PC1 <= -0.430681
    PC2 > -1.866158
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC8 <= 2.359055
    PC11 > -2.039414
    PC12 > -2.779273
    PC32 <= 1.071236
    PC42 > -1.113485
    PC44 <= 0.4764253
    PC56 <= 0.6592054
    PC57 <= 0.6598545
    PC90 > -0.7716748
    ->  class 2\|1  [0.991]

Rule 38/215: (70.8, lift 11.0)
    PC1 <= -0.430681
    PC7 <= 1.46383
    PC8 > 2.359055
    PC10 > 0.3352064
    PC20 <= 0.07461147
    ->  class 2\|1  [0.986]

Rule 38/216: (80.7/0.3, lift 11.0)
    PC8 > -0.2273773
    PC8 <= 2.359055
    PC12 > -3.163575
    PC21 > 2.055374
    PC32 <= 1.071236
    PC44 <= 0.4764253
    ->  class 2\|1  [0.985]

Rule 38/217: (60, lift 11.0)
    PC2 <= 2.5099
    PC5 > 1.125056
    PC7 > 0.141274
    PC8 <= 2.359055
    PC19 <= -0.8207372
    PC24 <= 0.7800624
    ->  class 2\|1  [0.984]

Rule 38/218: (62.2, lift 11.0)
    PC1 <= -0.430681
    PC6 > -0.1714664
    PC8 > 2.359055
    PC52 <= 0.04866493
    PC60 <= -0.2182211
    ->  class 2\|1  [0.984]

Rule 38/219: (57, lift 11.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC8 <= 2.359055
    PC12 > -2.779273
    PC40 > -1.571625
    PC44 <= 0.4764253
    PC56 <= 0.6592054
    PC74 <= 0.335292
    PC78 <= -0.2197374
    PC90 > -0.7716748
    ->  class 2\|1  [0.983]

Rule 38/220: (50.8, lift 11.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC8 <= 1.123821
    PC32 > 1.071236
    PC75 <= 1.484592
    ->  class 2\|1  [0.981]

Rule 38/221: (50.1, lift 11.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC8 <= 2.359055
    PC10 > -0.173114
    PC32 > 1.071236
    PC75 <= 1.484592
    ->  class 2\|1  [0.981]

Rule 38/222: (105.8/1.1, lift 11.0)
    PC1 <= -0.430681
    PC2 <= -1.866158
    PC8 > -0.2273773
    PC8 <= 2.359055
    PC23 <= 0.8789801
    PC29 > -0.1187034
    PC38 > 0.4812083
    PC59 > -0.6592996
    PC74 <= 0.335292
    PC78 <= 0.456236
    ->  class 2\|1  [0.981]

Rule 38/223: (120.9/1.6, lift 10.9)
    PC1 <= -0.430681
    PC8 > 2.359055
    PC12 <= -0.1989966
    PC19 > 0.6619395
    ->  class 2\|1  [0.979]

Rule 38/224: (44.1, lift 10.9)
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC29 > -0.1187034
    PC38 > 0.66856
    PC40 > -1.571625
    PC59 > -0.6592996
    PC89 > -0.202921
    PC93 > -0.2961095
    ->  class 2\|1  [0.978]

Rule 38/225: (45.3/0.1, lift 10.9)
    PC1 <= -0.430681
    PC8 > 2.359055
    PC20 <= 0.07461147
    PC60 <= -0.2182211
    PC70 > 0.08980133
    ->  class 2\|1  [0.976]

Rule 38/226: (41.7, lift 10.9)
    PC2 <= -1.866158
    PC8 > -0.2273773
    PC12 > -3.163575
    PC22 > -1.591802
    PC32 <= 1.071236
    PC44 <= 0.4764253
    PC68 <= 1.819873
    PC74 <= 0.335292
    PC75 > -0.265833
    PC78 > -0.2197374
    PC78 <= -0.1079038
    PC90 > -0.7716748
    ->  class 2\|1  [0.976]

Rule 38/227: (35.5, lift 10.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC8 <= 2.359055
    PC32 > 1.071236
    PC36 > 0.3500793
    PC75 <= 1.484592
    ->  class 2\|1  [0.973]

Rule 38/228: (35.4, lift 10.9)
    PC1 <= -0.430681
    PC8 > 2.359055
    PC34 > 0.4210965
    PC40 <= -0.5543202
    ->  class 2\|1  [0.973]

Rule 38/229: (34.9, lift 10.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC12 > -3.163575
    PC40 > 0.4933943
    PC56 > 0.6592054
    ->  class 2\|1  [0.973]

Rule 38/230: (35.3, lift 10.9)
    PC1 <= -0.430681
    PC8 > -0.2273773
    PC8 <= 2.359055
    PC12 > -3.163575
    PC21 <= 2.055374
    PC29 > -0.1187034
    PC35 <= -0.5510029
    PC56 <= 0.6592054
    PC65 <= 0.5269582
    PC89 > -0.202921
    PC93 > -0.2961095
    ->  class 2\|1  [0.973]

Rule 38/231: (46.6/0.4, lift 10.9)
    PC1 <= -0.430681
    PC8 > 2.359055
    PC10 <= 0.3352064
    PC20 <= 0.07461147
    PC41 > 0.1548491
    PC60 <= -0.2182211
    ->  class 2\|1  [0.971]

Rule 38/232: (32.2, lift 10.8)
    PC2 <= -7.732954
    PC4 > -0.4338923
    PC8 > -0.2273773
    PC22 > -1.591802
    PC40 > -1.571625
    PC87 > -0.6705934
    PC90 > -0.7716748
    PC94 <= 0.9560409
    PC97 <= 1.326732
    ->  class 2\|1  [0.971]

Rule 38/233: (87.2/1.9, lift 10.8)
    PC1 <= -0.430681
    PC8 > 2.359055
    PC19 <= 0.6619395
    PC52 > 0.04866493
    PC60 <= -0.2182211
    ->  class 2\|1  [0.968]

Rule 38/234: (56.6/0.9, lift 10.8)
    PC1 <= -0.430681
    PC8 > 2.359055
    PC12 <= -1.731584
    PC58 <= 0.7804653
    ->  class 2\|1  [0.968]

Rule 38/235: (71.5/1.4, lift 10.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC8 <= 2.359055
    PC12 > -2.779273
    PC23 <= 0.8789801
    PC34 > -0.1039872
    PC42 > -1.113485
    PC44 <= 0.4764253
    PC56 <= 0.6592054
    PC65 <= 0.5269582
    PC78 > -0.1079038
    PC78 <= 0.456236
    PC97 > 0.07127351
    ->  class 2\|1  [0.967]

Rule 38/236: (24, lift 10.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC7 <= 0.141274
    PC8 > -0.2273773
    PC24 <= 0.7800624
    PC35 <= 0.1772053
    PC44 > 0.4764253
    ->  class 2\|1  [0.962]

Rule 38/237: (23.7, lift 10.7)
    PC1 <= -0.430681
    PC8 > 2.359055
    PC34 > 0.4210965
    PC46 <= 0.1444398
    PC54 > -1.798061
    ->  class 2\|1  [0.961]

Rule 38/238: (78.3/2.2, lift 10.7)
    PC1 <= -0.430681
    PC2 <= -3.175897
    PC8 > -0.2273773
    PC10 <= 0.3352064
    PC54 <= -1.798061
    ->  class 2\|1  [0.960]

Rule 38/239: (83.7/2.4, lift 10.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC8 <= 2.359055
    PC12 > -2.779273
    PC21 <= 2.055374
    PC22 > -1.591802
    PC29 > -0.1187034
    PC32 <= 1.071236
    PC34 <= -0.1039872
    PC65 <= 0.5269582
    PC68 <= 1.819873
    PC74 <= 0.335292
    PC75 > -0.265833
    PC78 <= 0.456236
    PC93 > -0.2961095
    ->  class 2\|1  [0.960]

Rule 38/240: (22.2, lift 10.7)
    PC1 <= -0.430681
    PC8 > 2.359055
    PC34 > 0.4210965
    PC54 > -1.798061
    PC97 > 0.0897546
    ->  class 2\|1  [0.959]

Rule 38/241: (60.3/1.8, lift 10.7)
    PC2 <= 2.5099
    PC4 > -0.4338923
    PC8 > -0.2273773
    PC12 > -3.163575
    PC40 > -1.571625
    PC90 > -0.7716748
    PC94 > 0.9560409
    ->  class 2\|1  [0.955]

Rule 38/242: (100/3.7, lift 10.7)
    PC1 <= -0.430681
    PC2 > -2.613085
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC8 <= 2.359055
    PC12 > -2.779273
    PC21 <= 2.055374
    PC23 <= 0.8789801
    PC32 <= 1.071236
    PC42 > -1.113485
    PC56 <= 0.6592054
    PC65 <= 0.5269582
    PC75 > -0.265833
    PC78 > -0.1079038
    PC78 <= 0.456236
    PC90 > -0.7716748
    ->  class 2\|1  [0.954]

Rule 38/243: (36.1/0.8, lift 10.6)
    PC1 <= -0.430681
    PC8 > 2.359055
    PC20 <= -0.4731367
    ->  class 2\|1  [0.953]

Rule 38/244: (24.5/0.2, lift 10.7)
    PC1 <= -0.430681
    PC8 > 2.359055
    PC34 > 0.4210965
    PC37 > -0.1446801
    ->  class 2\|1  [0.953]

Rule 38/245: (71.6/2.7, lift 10.6)
    PC1 <= -0.430681
    PC2 <= -1.866158
    PC8 > -0.2273773
    PC8 <= 2.359055
    PC12 > -2.779273
    PC22 > -1.591802
    PC29 > -0.1187034
    PC40 > -1.571625
    PC44 <= 0.4764253
    PC56 <= 0.6592054
    PC74 <= 0.335292
    PC75 > -0.265833
    PC89 <= -0.202921
    PC90 > -0.7716748
    PC90 <= 0.7013856
    ->  class 2\|1  [0.950]

Rule 38/246: (73.4/2.8, lift 10.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC8 <= 2.359055
    PC12 > -3.163575
    PC22 > -1.591802
    PC44 <= 0.4764253
    PC56 <= 0.6592054
    PC65 <= 0.5269582
    PC74 <= 0.335292
    PC78 <= 0.456236
    PC87 <= -0.6705934
    PC90 > -0.7716748
    ->  class 2\|1  [0.950]

Rule 38/247: (17.5, lift 10.6)
    PC1 > -0.2019541
    PC1 <= 9.336863
    PC3 <= 0.09497605
    PC8 > -4.367485
    PC9 <= -2.660782
    PC44 > 0.800207
    ->  class 2\|1  [0.949]

Rule 38/248: (35/1.3, lift 10.5)
    PC1 <= -0.430681
    PC7 > 0.141274
    PC8 <= 2.359055
    PC19 <= -0.8207372
    PC41 > 0.9271359
    ->  class 2\|1  [0.937]

Rule 38/249: (84.1/4.6, lift 10.4)
    PC2 <= -1.866158
    PC4 > -0.4338923
    PC8 > 1.490857
    PC23 <= 0.8789801
    PC34 > -0.1039872
    PC35 > -0.5510029
    PC44 <= 0.4764253
    PC56 <= 0.6592054
    PC68 <= 1.819873
    PC74 <= 0.335292
    PC75 > -0.265833
    PC78 <= 0.456236
    PC89 > -0.202921
    PC93 > -0.2961095
    ->  class 2\|1  [0.935]

Rule 38/250: (38.8/2, lift 10.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC4 <= 0.04987404
    PC8 > -3.21639
    PC29 <= 0.3448451
    PC33 <= -0.5563135
    PC98 <= -0.8824486
    ->  class 2\|1  [0.926]

Rule 38/251: (76.8/5.1, lift 10.3)
    PC1 <= -0.430681
    PC8 > 2.359055
    PC58 > 0.7804653
    ->  class 2\|1  [0.923]

Rule 38/252: (138.9/11.3, lift 10.2)
    PC1 <= -0.430681
    PC8 > 2.359055
    PC20 > 0.07461147
    ->  class 2\|1  [0.913]

Rule 38/253: (6.6, lift 9.9)
    PC1 > 9.336863
    PC3 <= 0.09497605
    PC85 <= -1.335222
    ->  class 2\|1  [0.884]

Rule 38/254: (33.4/3.3, lift 9.8)
    PC1 > -0.430681
    PC1 <= -0.2019541
    PC2 <= 2.5099
    PC32 <= 2.112675
    PC56 > 0.2645048
    ->  class 2\|1  [0.878]

Rule 38/255: (56.6/7.1, lift 9.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC8 <= 2.359055
    PC12 > -3.163575
    PC32 <= 1.071236
    PC90 > 0.7013856
    ->  class 2\|1  [0.862]

Rule 38/256: (5.7/0.1, lift 9.6)
    PC1 <= -0.430681
    PC8 > 2.359055
    PC20 > -0.1666366
    PC34 <= 0.4210965
    PC99 <= -1.121044
    ->  class 2\|1  [0.857]

Rule 38/257: (53.4/8.5, lift 9.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC44 <= 0.4764253
    PC59 <= -0.6592996
    ->  class 2\|1  [0.828]

Rule 38/258: (123.9/23.9, lift 9.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC7 > 0.141274
    PC8 > -0.2273773
    PC8 <= 2.359055
    PC13 <= 0.556199
    PC19 > -0.8207372
    PC24 <= 0.7800624
    PC42 > -1.113485
    PC44 > 0.4764253
    ->  class 2\|1  [0.802]

Rule 38/259: (43.8/8.2, lift 8.9)
    PC1 <= -0.430681
    PC8 > 1.123821
    PC8 <= 2.359055
    PC10 <= -0.173114
    PC12 <= -0.6683381
    ->  class 2\|1  [0.799]

Rule 38/260: (100.7/24, lift 8.5)
    PC2 <= -8.975098
    ->  class 2\|1  [0.757]

Rule 38/261: (38.8/10.5, lift 8.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -3.21639
    PC8 <= -0.2273773
    PC36 > -0.7236297
    PC45 > 0.2982394
    PC68 <= -0.5654163
    PC75 <= 0.4335233
    ->  class 2\|1  [0.717]

Rule 38/262: (46.2/12.7, lift 8.0)
    PC2 <= 2.5099
    PC8 > -3.21639
    PC14 <= -3.562955
    ->  class 2\|1  [0.716]

Rule 38/263: (52.6/20.3, lift 6.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -3.21639
    PC28 <= -0.2656237
    ->  class 2\|1  [0.610]

Rule 38/264: (155.8/0.3, lift 11.4)
    PC2 > -7.732954
    PC2 <= -2.613085
    PC8 > -0.2273773
    PC8 <= 1.490857
    PC22 > -1.591802
    PC34 > -0.1039872
    PC35 > -0.5510029
    PC38 <= 0.4812083
    PC44 <= 0.4764253
    PC59 > -0.6592996
    PC74 <= 0.335292
    PC78 > -0.2197374
    PC87 > -0.6705934
    PC88 > -0.1423049
    PC89 > -0.202921
    PC94 <= 0.9560409
    PC97 <= 0.07127351
    ->  class 2\|2  [0.992]

Rule 38/265: (84.8/0.2, lift 11.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC8 <= 2.359055
    PC21 <= 2.055374
    PC40 <= 0.4933943
    PC44 <= 0.4764253
    PC56 > 0.6592054
    PC59 > -0.6592996
    PC94 <= 0.9560409
    ->  class 2\|2  [0.986]

Rule 38/266: (69.2, lift 11.3)
    PC1 <= -0.430681
    PC2 > -7.732954
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC8 <= 2.359055
    PC22 > -1.591802
    PC23 > 0.8789801
    PC34 > -0.1039872
    PC38 <= 0.66856
    PC44 <= 0.4764253
    PC56 <= 0.6592054
    PC74 <= 0.335292
    PC78 > -0.1079038
    PC89 > -0.202921
    ->  class 2\|2  [0.985]

Rule 38/267: (97.9/0.5, lift 11.3)
    PC1 <= -0.430681
    PC8 > -0.2273773
    PC8 <= 2.359055
    PC12 <= -2.779273
    PC21 <= 2.055374
    PC32 <= 1.071236
    PC59 > -0.6592996
    PC90 > -0.7716748
    PC94 <= 0.9560409
    ->  class 2\|2  [0.985]

Rule 38/268: (64.4, lift 11.3)
    PC2 <= 2.5099
    PC6 <= -0.2201574
    PC8 > -3.21639
    PC8 <= -0.2273773
    PC10 > 1.006123
    PC15 > -1.623177
    PC33 > -0.5563135
    PC33 <= 0.2940307
    ->  class 2\|2  [0.985]

Rule 38/269: (69.8/0.2, lift 11.3)
    PC1 <= -0.430681
    PC8 > -0.2273773
    PC8 <= 2.359055
    PC12 <= -3.163575
    PC32 <= 1.071236
    PC44 <= 0.4764253
    ->  class 2\|2  [0.984]

Rule 38/270: (55.5/0.1, lift 11.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC6 > -0.2201574
    PC8 > -3.21639
    PC8 <= -0.2273773
    PC15 > -1.623177
    PC55 > 0.3253843
    PC68 > -0.5654163
    PC74 <= 0.256224
    ->  class 2\|2  [0.981]

Rule 38/271: (44.9, lift 11.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC4 > -0.4338923
    PC8 <= 2.359055
    PC32 <= 1.071236
    PC40 <= -1.571625
    PC42 > -1.113485
    PC59 > -0.6592996
    PC68 <= 1.819873
    ->  class 2\|2  [0.979]

Rule 38/272: (43.8, lift 11.3)
    PC2 > -8.975098
    PC2 <= 2.5099
    PC8 > -3.21639
    PC8 <= -0.2273773
    PC14 > -3.562955
    PC29 <= 0.3448451
    PC35 <= 1.432605
    PC57 > -0.4832255
    PC68 > -0.5654163
    PC92 > 0.9214229
    ->  class 2\|2  [0.978]

Rule 38/273: (67/0.8, lift 11.2)
    PC1 <= -0.430681
    PC2 <= -1.866158
    PC4 > -0.4338923
    PC8 > -0.2273773
    PC8 <= 2.359055
    PC21 <= 2.055374
    PC44 <= 0.4764253
    PC59 > -0.6592996
    PC74 <= 0.335292
    PC75 <= -0.265833
    PC78 > -0.2197374
    PC94 <= 0.9560409
    ->  class 2\|2  [0.974]

Rule 38/274: (47.6/0.4, lift 11.2)
    PC8 > -3.21639
    PC8 <= -0.2273773
    PC9 <= -2.194922
    PC12 > 1.248207
    PC15 > -1.623177
    PC30 <= 0.1029848
    PC35 <= 1.432605
    PC68 > -0.5654163
    ->  class 2\|2  [0.972]

Rule 38/275: (67.3/1.4, lift 11.1)
    PC1 <= -0.430681
    PC2 > -8.975098
    PC2 <= 2.5099
    PC8 > -3.21639
    PC8 <= -0.2273773
    PC14 > -3.562955
    PC25 <= 0.23417
    PC57 <= -0.4832255
    PC68 > -0.5654163
    PC90 > -0.7167834
    ->  class 2\|2  [0.966]

Rule 38/276: (119.7/3.9, lift 11.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -3.21639
    PC8 <= -0.2273773
    PC33 > -0.5563135
    PC43 <= -0.620347
    PC45 <= 0.2982394
    PC68 <= -0.5654163
    PC81 <= 0.6387936
    ->  class 2\|2  [0.960]

Rule 38/277: (21.9, lift 11.0)
    PC1 <= -0.430681
    PC2 <= -1.866158
    PC8 > -0.2273773
    PC8 <= 2.359055
    PC38 <= 0.66856
    PC44 <= 0.4764253
    PC59 > -0.6592996
    PC65 > 0.5269582
    PC74 <= 0.335292
    PC89 > -0.202921
    ->  class 2\|2  [0.958]

Rule 38/278: (229.5/9.5, lift 11.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC4 > -0.4324302
    PC6 <= -0.2201574
    PC8 > -3.21639
    PC8 <= -0.2273773
    PC11 > -2.245336
    PC14 > -3.562955
    PC30 > 0.1029848
    PC33 > -0.5563135
    PC33 <= 0.2940307
    PC56 > -1.080625
    PC62 > -1.63949
    PC68 > -0.5654163
    PC100 > -0.955751
    ->  class 2\|2  [0.955]

Rule 38/279: (56.8/1.7, lift 11.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC8 <= 2.359055
    PC29 > -0.1187034
    PC35 > -0.5510029
    PC38 <= 0.66856
    PC44 <= 0.4764253
    PC56 <= 0.6592054
    PC59 > -0.6592996
    PC78 > 0.456236
    PC89 > -0.202921
    ->  class 2\|2  [0.954]

Rule 38/280: (19.9, lift 11.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -0.2273773
    PC28 > -0.2656237
    PC45 > 0.2982394
    PC68 <= -0.5654163
    PC75 > 0.4335233
    ->  class 2\|2  [0.954]

Rule 38/281: (42.7/1.1, lift 11.0)
    PC1 <= -1.488479
    PC6 <= -0.2201574
    PC8 > -1.682772
    PC8 <= -0.2273773
    PC9 > -2.194922
    PC14 > -3.562955
    PC15 > -1.623177
    PC30 <= 0.1029848
    PC68 > -0.5654163
    PC88 > -0.3269562
    PC97 > -0.1263157
    ->  class 2\|2  [0.953]

Rule 38/282: (18, lift 10.9)
    PC1 <= -0.430681
    PC2 > -1.866158
    PC8 > -0.2273773
    PC11 <= -2.039414
    PC21 <= 2.055374
    ->  class 2\|2  [0.948]

Rule 38/283: (25.8/0.5, lift 10.9)
    PC1 <= -0.430681
    PC2 <= -1.866158
    PC8 > -0.2273773
    PC8 <= 2.359055
    PC12 > -2.779273
    PC29 <= -0.1187034
    PC32 <= 1.071236
    PC74 <= 0.335292
    PC78 > -0.1079038
    ->  class 2\|2  [0.947]

Rule 38/284: (21.2/0.3, lift 10.9)
    PC2 <= 2.5099
    PC6 <= -0.2201574
    PC8 > -3.21639
    PC28 > -0.2656237
    PC33 > -0.5563135
    PC33 <= 0.2940307
    PC55 <= 1.002183
    PC88 > 0.759923
    ->  class 2\|2  [0.945]

Rule 38/285: (39.4/1.3, lift 10.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC8 <= 2.359055
    PC21 <= 2.055374
    PC44 <= 0.4764253
    PC59 > -0.6592996
    PC90 <= -0.7716748
    ->  class 2\|2  [0.943]

Rule 38/286: (306/17.3, lift 10.8)
    PC1 <= -0.430681
    PC4 > -0.3660693
    PC8 > -3.21639
    PC8 <= -0.2273773
    PC10 > -0.002582849
    PC13 > -0.840726
    PC45 <= 0.2982394
    PC48 > -6.420553
    PC60 <= 0.3793457
    PC68 <= -0.5654163
    PC81 <= 0.6387936
    PC87 > -1.493398
    ->  class 2\|2  [0.941]

Rule 38/287: (14.5, lift 10.8)
    PC1 > -0.430681
    PC1 <= 9.336863
    PC2 <= 2.5099
    PC3 <= 0.09497605
    PC8 > -4.367485
    PC12 <= 2.702868
    PC20 <= 0.2786741
    PC41 <= 0.4290316
    PC98 > 0.322187
    ->  class 2\|2  [0.939]

Rule 38/288: (38.6/2.1, lift 10.6)
    PC1 <= -0.430681
    PC2 <= -1.866158
    PC8 > -0.2273773
    PC8 <= 2.359055
    PC32 <= 1.071236
    PC44 <= 0.4764253
    PC56 <= 0.6592054
    PC74 <= 0.335292
    PC75 > -0.265833
    PC78 > -0.1079038
    PC89 > -0.202921
    PC93 <= -0.2961095
    ->  class 2\|2  [0.924]

Rule 38/289: (79.6/5.3, lift 10.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC6 > -0.2201574
    PC8 > -1.482586
    PC8 <= -0.2273773
    PC68 > -0.5654163
    PC68 <= 0.1608086
    PC74 <= 0.256224
    PC97 <= 0.02379148
    ->  class 2\|2  [0.923]

Rule 38/290: (9.9, lift 10.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC6 > -0.2201574
    PC8 > -3.21639
    PC28 > -0.144028
    PC57 > -0.4832255
    PC65 <= -1.51268
    PC68 > -0.5654163
    ->  class 2\|2  [0.916]

Rule 38/291: (90/6.8, lift 10.5)
    PC1 <= -0.430681
    PC2 <= -1.866158
    PC8 > -0.2273773
    PC8 <= 2.359055
    PC21 <= 2.055374
    PC22 <= -1.591802
    PC44 <= 0.4764253
    PC78 > -0.2197374
    ->  class 2\|2  [0.915]

Rule 38/292: (8, lift 10.3)
    PC14 > -3.562955
    PC33 > 0.2940307
    PC67 > 3.357741
    ->  class 2\|2  [0.895]

Rule 38/293: (18.1/1.7, lift 9.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC6 <= -0.2201574
    PC8 > -3.21639
    PC8 <= -0.2273773
    PC13 <= 0.2550174
    PC30 <= 0.1029848
    PC33 <= 0.2940307
    PC55 <= 1.002183
    PC68 > -0.5654163
    PC68 <= -0.3957558
    ->  class 2\|2  [0.864]

Rule 38/294: (18/2.5, lift 9.5)
    PC1 <= -0.430681
    PC6 > -0.2201574
    PC8 > -3.21639
    PC8 <= -0.2273773
    PC15 > -1.623177
    PC33 > -0.5563135
    PC44 <= -0.6137733
    PC55 <= 1.002183
    PC65 > -1.51268
    PC74 > 0.256224
    ->  class 2\|2  [0.826]

Rule 38/295: (57.8/10.5, lift 9.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC4 > -0.4338923
    PC8 > -0.2273773
    PC8 <= 2.359055
    PC21 <= 2.055374
    PC32 <= 1.071236
    PC43 <= -0.4378694
    PC59 > -0.6592996
    PC74 > 0.3934355
    PC90 <= 0.7013856
    PC94 <= 0.9560409
    PC97 <= 1.326732
    ->  class 2\|2  [0.808]

Rule 38/296: (17.5/4.1, lift 8.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC24 > 0.7800624
    PC44 > 0.4764253
    PC97 <= 1.326732
    ->  class 2\|2  [0.736]

Rule 38/297: (31.7/8.1, lift 8.4)
    PC1 > -0.2019541
    PC1 <= 9.336863
    PC3 <= 0.09497605
    PC8 > -4.367485
    PC9 <= 0.2364534
    PC19 > -2.176694
    PC41 > 0.4290316
    PC44 <= 0.800207
    ->  class 2\|2  [0.729]

Rule 38/298: (101.7/29.3, lift 8.1)
    PC1 <= -0.430681
    PC2 > -8.975098
    PC2 <= 2.5099
    PC4 <= 0.04987404
    PC8 > -3.21639
    PC8 <= -0.2273773
    PC14 > -3.562955
    PC28 > -0.2656237
    PC33 <= -0.5563135
    ->  class 2\|2  [0.708]

Rule 38/299: (100.8/0.4, lift 8.6)
    PC2 <= 2.5099
    PC8 <= -3.21639
    PC45 > 0.1540567
    PC85 <= 0.4885428
    ->  class 2\|3  [0.986]

Rule 38/300: (62.6, lift 8.6)
    PC1 <= -0.430681
    PC8 <= -3.21639
    PC51 <= 0.766556
    PC81 > 0.3097948
    PC85 > 0.4885428
    ->  class 2\|3  [0.984]

Rule 38/301: (151.7/8.1, lift 8.2)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC8 <= -4.367485
    PC50 > -0.5425506
    PC65 <= 1.051629
    PC89 > -0.04907971
    ->  class 2\|3  [0.941]

Rule 38/302: (14.8, lift 8.2)
    PC8 <= -0.2273773
    PC33 > -0.5563135
    PC36 > -0.7236297
    PC48 <= -6.420553
    PC68 <= -0.5654163
    ->  class 2\|3  [0.940]

Rule 38/303: (126.8/9.7, lift 8.0)
    PC2 <= 2.5099
    PC4 > -0.3660693
    PC8 <= -0.2273773
    PC13 <= -0.840726
    PC48 > -6.420553
    PC60 <= 0.3793457
    ->  class 2\|3  [0.917]

Rule 38/304: (74.5/6.4, lift 7.9)
    PC1 > -0.2019541
    PC1 <= 9.336863
    PC3 <= 0.09497605
    PC8 > -4.367485
    PC9 <= 0.2364534
    PC19 > -2.176694
    PC20 <= 0.2786741
    PC41 <= 0.4290316
    PC44 <= 0.800207
    PC67 > -0.4050675
    PC71 > -1.398771
    PC98 <= 0.322187
    ->  class 2\|3  [0.903]

Rule 38/305: (65/5.9, lift 7.8)
    PC1 > -0.2019541
    PC8 <= -4.367485
    PC50 > -0.5425506
    PC99 <= 0.09789883
    ->  class 2\|3  [0.897]

Rule 38/306: (7291.4/5239.2, lift 2.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    ->  class 2\|3  [0.282]

Rule 38/307: (629.7/4.7, lift 15.8)
    PC1 <= -0.430681
    PC8 <= -3.21639
    PC28 > 0.04320206
    PC46 <= 0.413817
    ->  class 2\|4  [0.991]

Rule 38/308: (45.7, lift 15.6)
    PC1 > -0.430681
    PC8 <= -4.367485
    PC89 <= -0.04907971
    PC99 > 0.09789883
    ->  class 2\|4  [0.979]

Rule 38/309: (237.1/5.3, lift 15.5)
    PC8 <= -3.21639
    PC25 <= 0.29941
    PC35 <= 1.959094
    PC43 > -0.4429968
    PC46 <= 0.413817
    PC81 > -0.5749007
    PC81 <= 0.3097948
    PC85 > 0.4885428
    ->  class 2\|4  [0.973]

Rule 38/310: (27.3, lift 15.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -3.21639
    PC8 <= -0.2273773
    PC29 > 0.3448451
    PC36 > -0.7236297
    PC49 <= 0.1407136
    ->  class 2\|4  [0.966]

Rule 38/311: (105.3/4.9, lift 15.1)
    PC2 <= 2.5099
    PC8 <= -3.21639
    PC12 > -0.5272765
    PC45 <= 0.1540567
    PC46 <= 0.413817
    PC47 <= -0.4151716
    PC56 > -1.286535
    PC85 > -0.4751406
    ->  class 2\|4  [0.945]

Rule 38/312: (20.7/0.3, lift 15.0)
    PC1 <= -0.430681
    PC8 <= -3.21639
    PC39 <= -0.9496649
    PC56 > -1.286535
    PC85 > -0.4751406
    PC85 <= 0.4885428
    ->  class 2\|4  [0.941]

Rule 38/313: (14.2, lift 14.9)
    PC1 <= -0.430681
    PC8 <= -3.21639
    PC51 > 0.766556
    ->  class 2\|4  [0.938]

Rule 38/314: (10.6, lift 14.7)
    PC1 > -0.430681
    PC8 <= -4.367485
    PC50 > -0.5425506
    PC65 > 1.051629
    ->  class 2\|4  [0.921]

Rule 38/315: (10.4, lift 14.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -3.21639
    PC8 <= -0.2273773
    PC33 > -0.5563135
    PC36 > -0.7236297
    PC55 > 1.002183
    PC57 > -0.4832255
    PC68 > -0.5654163
    ->  class 2\|4  [0.918]

Rule 38/316: (39.7/2.5, lift 14.6)
    PC1 <= -0.430681
    PC6 > -0.2201574
    PC8 > -3.21639
    PC8 <= -0.2273773
    PC15 > -1.623177
    PC17 > -0.3582913
    PC44 > -0.6137733
    PC68 > -0.5654163
    PC74 > 0.256224
    PC96 <= 0.06888171
    ->  class 2\|4  [0.916]

Rule 38/317: (53.2/4, lift 14.5)
    PC8 <= -3.21639
    PC9 > 4.022722
    PC46 <= 0.413817
    PC85 > -0.4751406
    PC85 <= 0.4885428
    ->  class 2\|4  [0.910]

Rule 38/318: (17.9/0.8, lift 14.5)
    PC2 <= 2.5099
    PC8 <= -3.21639
    PC29 <= -0.1389677
    PC46 <= 0.413817
    PC47 > -0.4151716
    PC85 > 0.126707
    PC85 <= 0.4885428
    ->  class 2\|4  [0.908]

Rule 38/319: (14.4/0.6, lift 14.4)
    PC1 <= -0.430681
    PC8 <= -3.21639
    PC9 <= 4.022722
    PC38 <= -0.4013741
    PC40 <= -0.3668536
    PC56 > -1.286535
    PC85 > -0.4751406
    ->  class 2\|4  [0.905]

Rule 38/320: (10.1/0.2, lift 14.4)
    PC1 <= -0.430681
    PC6 > -0.2201574
    PC8 > -3.21639
    PC8 <= -0.2273773
    PC17 <= -0.3582913
    PC33 > -0.5563135
    PC41 <= -1.069008
    PC68 > -0.5654163
    PC74 > 0.256224
    ->  class 2\|4  [0.904]

Rule 38/321: (31.5/2.3, lift 14.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -3.21639
    PC8 <= -0.2273773
    PC15 <= -1.623177
    PC55 <= -0.4761177
    PC68 > -0.5654163
    ->  class 2\|4  [0.901]

Rule 38/322: (6, lift 13.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -3.21639
    PC8 <= -0.2273773
    PC15 <= -1.623177
    PC68 > -0.5654163
    PC74 > 0.7342792
    ->  class 2\|4  [0.875]

Rule 38/323: (5.3, lift 13.7)
    PC1 <= -0.430681
    PC6 > -0.2201574
    PC8 > -3.21639
    PC8 <= -0.2273773
    PC44 > -0.6137733
    PC74 > 0.256224
    PC77 > 0.9935921
    ->  class 2\|4  [0.862]

Rule 38/324: (6.2/0.2, lift 13.7)
    PC1 <= -0.430681
    PC2 <= -5.971155
    PC8 <= -3.21639
    PC46 <= 0.413817
    PC85 > 0.126707
    PC85 <= 0.4885428
    ->  class 2\|4  [0.859]

Rule 38/325: (19.8/3.1, lift 12.9)
    PC2 <= 2.5099
    PC8 <= -3.21639
    PC56 <= -1.286535
    PC85 <= 0.4885428
    ->  class 2\|4  [0.811]

Rule 38/326: (16.8/3.5, lift 12.1)
    PC1 <= -0.430681
    PC6 > -0.2201574
    PC8 > -3.21639
    PC8 <= -0.2273773
    PC28 > -0.2656237
    PC28 <= -0.144028
    PC68 > -0.5654163
    ->  class 2\|4  [0.761]

Rule 38/327: (18/3.8, lift 12.1)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC15 <= -1.623177
    PC28 > -0.2656237
    PC55 > -0.4761177
    PC63 <= -0.427524
    PC68 > -0.5654163
    ->  class 2\|4  [0.759]

Rule 38/328: (10.9/2.4, lift 11.7)
    PC1 <= -0.430681
    PC8 <= -3.21639
    PC32 > 3.756586
    PC46 <= 0.413817
    PC85 <= 0.4885428
    ->  class 2\|4  [0.736]

Rule 38/329: (15.2/3.8, lift 11.5)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 <= 0.09497605
    PC19 > -2.176694
    PC44 <= 0.800207
    PC67 <= -0.4050675
    ->  class 2\|4  [0.719]

Rule 38/330: (37.3/16, lift 9.0)
    PC2 <= 2.5099
    PC40 > 4.084046
    ->  class 2\|4  [0.566]

Default class: 0\|2

-----  Trial 39:  -----

Rules:

Rule 39/1: (104.1, lift 16.7)
    PC6 > 0.2213162
    PC18 > 1.033548
    PC19 <= 0.2185672
    PC30 <= 1.969711
    ->  class 0\|0  [0.991]

Rule 39/2: (71.5/0.3, lift 16.6)
    PC7 > -0.9678689
    PC18 > 2.707435
    PC27 > -1.915255
    PC35 <= 0.5582652
    PC62 <= 0.2049636
    PC81 <= 1.274873
    PC89 <= 0.4144618
    PC100 <= -0.492492
    ->  class 0\|0  [0.982]

Rule 39/3: (34.7, lift 16.4)
    PC4 <= 8.368616
    PC18 > 1.033548
    PC18 <= 2.707435
    PC23 <= -0.5893824
    PC29 > 1.515074
    PC35 <= 0.5582652
    ->  class 0\|0  [0.973]

Rule 39/4: (32.2, lift 16.4)
    PC4 <= 8.368616
    PC14 <= -0.827648
    PC18 > 1.033548
    PC19 <= 0.2185672
    PC69 > -3.288065
    ->  class 0\|0  [0.971]

Rule 39/5: (26/0.1, lift 16.2)
    PC2 > 2.55875
    PC13 <= 7.236558
    PC18 > 1.033548
    PC18 <= 2.707435
    PC23 <= -0.5893824
    PC56 <= -0.8495898
    PC61 > -1.062824
    PC69 > -3.288065
    PC81 <= 1.274873
    ->  class 0\|0  [0.960]

Rule 39/6: (108.8/4.4, lift 16.0)
    PC2 > 2.55875
    PC3 > -1.208665
    PC6 <= 0.2213162
    PC12 > 0.2625651
    PC18 > 1.033548
    PC18 <= 2.707435
    PC31 > -0.240381
    ->  class 0\|0  [0.951]

Rule 39/7: (23.9/0.6, lift 15.8)
    PC2 > 2.55875
    PC3 <= 1.640775
    PC13 <= 7.236558
    PC18 > -0.4683644
    PC18 <= 1.033548
    PC46 <= 2.019221
    PC69 > -3.288065
    PC100 > 1.747174
    ->  class 0\|0  [0.938]

Rule 39/8: (11.2, lift 15.6)
    PC13 > 7.236558
    PC18 > 3.718587
    PC31 > 0.1783828
    ->  class 0\|0  [0.924]

Rule 39/9: (10.6, lift 15.5)
    PC2 > 2.55875
    PC3 <= 1.640775
    PC13 <= 7.236558
    PC18 > -0.4683644
    PC18 <= 1.033548
    PC41 > 0.1165162
    PC51 <= -0.2713818
    ->  class 0\|0  [0.921]

Rule 39/10: (8.1, lift 15.2)
    PC3 <= -1.208665
    PC13 <= 7.236558
    PC18 > 1.033548
    PC18 <= 2.707435
    PC43 <= -2.217216
    ->  class 0\|0  [0.901]

Rule 39/11: (6, lift 14.8)
    PC2 <= 9.003013
    PC13 > 7.236558
    PC18 > 3.718587
    PC59 > 2.532087
    ->  class 0\|0  [0.876]

Rule 39/12: (31.3/6.3, lift 13.2)
    PC3 <= -1.208665
    PC4 <= 8.368616
    PC13 <= 7.236558
    PC18 > 1.033548
    PC18 <= 2.707435
    PC19 <= 0.2185672
    PC61 <= -1.062824
    PC92 > -6.173739
    ->  class 0\|0  [0.780]

Rule 39/13: (200.5/45, lift 13.0)
    PC2 > 2.55875
    PC3 <= 1.640775
    PC6 > 0.1679205
    PC13 <= 1.698335
    PC18 > -0.4683644
    ->  class 0\|0  [0.773]

Rule 39/14: (1064.5/391.9, lift 10.7)
    PC4 <= 8.368616
    PC13 <= 7.236558
    PC18 > 2.707435
    PC35 <= 0.5582652
    PC69 > -3.288065
    PC81 <= 1.274873
    ->  class 0\|0  [0.632]

Rule 39/15: (96, lift 11.5)
    PC2 > 2.55875
    PC3 > -1.953879
    PC3 <= 1.640775
    PC15 > -0.1307071
    PC18 > -1.127962
    PC18 <= -0.4683644
    PC28 <= -0.05898223
    PC71 > -0.2212243
    ->  class 0\|1  [0.990]

Rule 39/16: (89.9, lift 11.5)
    PC2 > 2.55875
    PC3 <= 1.640775
    PC7 <= -0.9678689
    PC19 <= 0.2185672
    PC40 > -2.650354
    PC41 <= 0.2375535
    PC64 > -0.3634516
    ->  class 0\|1  [0.989]

Rule 39/17: (79.2, lift 11.5)
    PC2 > 2.55875
    PC13 <= 7.236558
    PC14 > -0.827648
    PC18 > 1.033548
    PC35 > 0.5582652
    PC46 <= 2.019221
    ->  class 0\|1  [0.988]

Rule 39/18: (69.2, lift 11.5)
    PC3 <= 1.640775
    PC6 <= 0.2213162
    PC13 <= 7.236558
    PC14 > -0.827648
    PC18 > 1.033548
    PC27 <= 1.920795
    PC56 > 0.6893635
    PC62 <= 0.2049636
    PC81 <= 1.274873
    PC100 > -0.492492
    ->  class 0\|1  [0.986]

Rule 39/19: (69, lift 11.5)
    PC2 <= 9.003013
    PC13 > 7.236558
    PC18 > 3.718587
    PC20 > -3.980935
    PC31 <= 0.1783828
    PC59 <= 2.532087
    ->  class 0\|1  [0.986]

Rule 39/20: (127.4/1.1, lift 11.4)
    PC2 > 2.55875
    PC3 <= 1.640775
    PC6 <= 0.1679205
    PC13 > -4.022252
    PC13 <= 1.698335
    PC15 > -1.498675
    PC18 > -0.4683644
    PC18 <= 1.033548
    PC32 > 0.1454827
    ->  class 0\|1  [0.984]

Rule 39/21: (57.2, lift 11.4)
    PC2 > 2.55875
    PC3 <= 1.640775
    PC13 <= 7.236558
    PC18 > -0.4683644
    PC18 <= 1.033548
    PC40 > 2.2481
    PC46 <= 2.019221
    PC69 > -3.288065
    PC92 > -6.173739
    ->  class 0\|1  [0.983]

Rule 39/22: (46, lift 11.4)
    PC3 <= 1.640775
    PC13 <= 7.236558
    PC14 > -0.827648
    PC18 > 1.033548
    PC21 > -0.9078286
    PC21 <= 0.4791392
    PC62 <= 0.2049636
    PC80 > 0.5679721
    PC81 <= 1.274873
    PC100 > -0.492492
    ->  class 0\|1  [0.979]

Rule 39/23: (65.6/0.6, lift 11.4)
    PC2 > 2.55875
    PC3 <= 1.640775
    PC7 <= -0.7458541
    PC17 > -2.02743
    PC18 <= -0.4683644
    PC99 > -0.05028043
    ->  class 0\|1  [0.976]

Rule 39/24: (39.7, lift 11.4)
    PC2 > 2.55875
    PC3 <= 1.640775
    PC8 > 0.08950938
    PC18 > -0.4683644
    PC18 <= 1.033548
    PC41 <= 0.1165162
    PC44 > -0.02044405
    ->  class 0\|1  [0.976]

Rule 39/25: (39.8, lift 11.4)
    PC2 > 2.55875
    PC3 <= 1.640775
    PC6 <= 0.1679205
    PC12 > 0.4844547
    PC13 <= 1.698335
    PC18 > -0.4683644
    PC18 <= 1.033548
    ->  class 0\|1  [0.976]

Rule 39/26: (40.4, lift 11.4)
    PC4 <= 8.368616
    PC18 > 1.033548
    PC40 > -2.650354
    PC54 > 1.120118
    PC62 <= 0.2049636
    PC92 > -6.173739
    PC97 > -0.06730685
    PC100 > -0.492492
    ->  class 0\|1  [0.976]

Rule 39/27: (37.8, lift 11.3)
    PC4 <= 8.368616
    PC13 <= 7.236558
    PC14 > -0.827648
    PC18 > 1.033548
    PC21 <= -0.9078286
    PC62 <= 0.2049636
    PC100 > -0.492492
    ->  class 0\|1  [0.975]

Rule 39/28: (34.6, lift 11.3)
    PC13 <= 7.236558
    PC15 > -1.498675
    PC18 > -0.4683644
    PC18 <= 1.033548
    PC20 > 3.394121
    PC92 > -6.173739
    ->  class 0\|1  [0.973]

Rule 39/29: (39.3/0.2, lift 11.3)
    PC2 > 2.55875
    PC3 <= 1.640775
    PC7 <= -0.7458541
    PC18 <= -0.4683644
    PC20 > -3.440173
    PC55 > 0.6502167
    PC91 > -7.263493
    ->  class 0\|1  [0.972]

Rule 39/30: (32.5, lift 11.3)
    PC2 > 2.55875
    PC4 <= 8.368616
    PC5 > -0.7656811
    PC13 <= 7.236558
    PC18 > 2.707435
    PC41 > 0.2375535
    ->  class 0\|1  [0.971]

Rule 39/31: (34.1, lift 11.3)
    PC2 > 2.55875
    PC13 <= 7.236558
    PC14 > -0.827648
    PC18 > 1.033548
    PC22 <= -0.4824589
    PC62 <= 0.2049636
    PC97 <= -0.06730685
    ->  class 0\|1  [0.970]

Rule 39/32: (108.7/2.4, lift 11.3)
    PC4 > 8.368616
    PC18 > 1.033548
    PC19 <= 0.2185672
    PC25 > -0.7420362
    PC37 > -2.639601
    PC69 > -3.288065
    PC100 <= 2.140566
    ->  class 0\|1  [0.970]

Rule 39/33: (59.1/0.9, lift 11.3)
    PC14 > -0.827648
    PC18 > 2.707435
    PC27 <= -1.915255
    PC35 <= 0.5582652
    PC40 > -2.650354
    ->  class 0\|1  [0.969]

Rule 39/34: (30.4, lift 11.3)
    PC4 <= 8.368616
    PC14 > -0.827648
    PC14 <= -0.4685762
    PC18 > 1.033548
    PC62 <= 0.2049636
    PC89 <= 0.4144618
    PC100 > -0.492492
    ->  class 0\|1  [0.969]

Rule 39/35: (30.1, lift 11.3)
    PC4 <= 8.368616
    PC6 <= 0.2213162
    PC13 <= 7.236558
    PC18 > 1.033548
    PC43 > -1.399074
    PC66 > -0.00923972
    PC80 <= 0.5679721
    PC81 > 0.7577374
    PC97 <= -0.06730685
    PC100 > -0.492492
    ->  class 0\|1  [0.969]

Rule 39/36: (60.5/1.1, lift 11.2)
    PC18 > 2.707435
    PC26 > -0.008875825
    PC43 > -1.399074
    PC62 > 0.1617735
    PC62 <= 0.2049636
    ->  class 0\|1  [0.966]

Rule 39/37: (54.3/1, lift 11.2)
    PC2 > 2.55875
    PC3 <= 1.640775
    PC12 <= 0.4844547
    PC18 > -0.4683644
    PC32 <= 0.1454827
    PC44 > -0.02044405
    PC46 > 0.4662138
    PC46 <= 2.019221
    ->  class 0\|1  [0.964]

Rule 39/38: (24.3, lift 11.2)
    PC2 > 2.55875
    PC3 > -1.208665
    PC3 <= 1.640775
    PC6 <= 0.2213162
    PC12 <= 0.2625651
    PC14 > -0.827648
    PC18 > 1.033548
    ->  class 0\|1  [0.962]

Rule 39/39: (166.4/5.7, lift 11.2)
    PC3 <= -1.208665
    PC4 <= 8.368616
    PC13 <= 7.236558
    PC18 > 1.033548
    PC18 <= 2.707435
    PC20 > 0.2781305
    PC21 <= 0.4791392
    PC29 <= 1.515074
    PC56 > -0.8495898
    PC69 > -3.288065
    PC81 <= 1.274873
    ->  class 0\|1  [0.960]

Rule 39/40: (23.1, lift 11.2)
    PC2 > 2.55875
    PC3 > -1.208665
    PC3 <= 1.640775
    PC6 <= 0.2213162
    PC18 > -0.4683644
    PC18 <= 2.707435
    PC31 <= -0.240381
    ->  class 0\|1  [0.960]

Rule 39/41: (83.3/2.4, lift 11.2)
    PC4 <= 8.368616
    PC6 <= 0.2213162
    PC14 > -0.4685762
    PC18 > 2.707435
    PC21 <= 0.4791392
    PC27 > -1.144709
    PC43 > -1.399074
    PC46 > 0.1236041
    PC97 > -0.06730685
    PC100 > -0.492492
    ->  class 0\|1  [0.960]

Rule 39/42: (443.3/17.8, lift 11.1)
    PC3 <= -1.208665
    PC4 <= 8.368616
    PC13 <= 7.236558
    PC14 > -0.827648
    PC18 > 1.033548
    PC18 <= 2.707435
    PC21 <= 0.4791392
    PC23 > -0.5893824
    PC40 > -2.650354
    PC43 > -2.217216
    PC61 > -1.062824
    PC69 > -3.288065
    PC81 <= 1.274873
    ->  class 0\|1  [0.958]

Rule 39/43: (27.4/0.3, lift 11.1)
    PC5 > -0.6956649
    PC5 <= -0.6442999
    PC6 <= 0.1679205
    PC18 > -0.4683644
    PC19 > -0.1806272
    PC20 <= 3.394121
    PC39 <= 0.624705
    PC44 > -0.02044405
    PC100 <= 1.747174
    ->  class 0\|1  [0.957]

Rule 39/44: (23/0.3, lift 11.0)
    PC13 <= 7.236558
    PC14 > -0.827648
    PC18 > 1.033548
    PC27 > -1.915255
    PC40 > -2.650354
    PC54 <= -1.849641
    PC81 <= 1.274873
    ->  class 0\|1  [0.946]

Rule 39/45: (15.6, lift 11.0)
    PC2 > 2.55875
    PC3 <= 1.640775
    PC5 <= -0.6956649
    PC18 > -0.4683644
    PC18 <= 1.033548
    PC41 <= 0.1165162
    ->  class 0\|1  [0.943]

Rule 39/46: (146.6/7.6, lift 11.0)
    PC2 > 2.55875
    PC3 <= 1.640775
    PC6 <= 0.1679205
    PC13 <= 1.698335
    PC18 > -0.4683644
    PC18 <= 1.033548
    PC41 > 0.1165162
    PC51 > -0.2713818
    PC69 > -3.288065
    PC94 > -1.072472
    PC100 <= 1.747174
    ->  class 0\|1  [0.942]

Rule 39/47: (53/2.2, lift 10.9)
    PC4 <= -9.785807
    PC18 > -0.4683644
    ->  class 0\|1  [0.941]

Rule 39/48: (29.8/1, lift 10.9)
    PC2 > 2.55875
    PC6 <= 0.2213162
    PC13 <= 7.236558
    PC14 > -0.827648
    PC18 > 1.033548
    PC27 <= 1.920795
    PC62 <= 0.2049636
    PC66 > 0.9505836
    PC100 > -0.492492
    ->  class 0\|1  [0.938]

Rule 39/49: (13.8, lift 10.9)
    PC2 > 2.55875
    PC4 <= 8.368616
    PC13 <= 7.236558
    PC18 > -0.4683644
    PC19 <= 0.2185672
    PC41 <= 0.2375535
    PC46 <= 0.1236041
    PC62 <= 0.2049636
    PC71 <= -0.6377797
    PC100 > -0.492492
    ->  class 0\|1  [0.937]

Rule 39/50: (38.2/1.9, lift 10.8)
    PC2 > 2.55875
    PC6 <= 0.2213162
    PC18 > 1.033548
    PC25 > 1.063675
    PC27 <= 1.920795
    PC35 <= 0.5582652
    PC40 > -2.650354
    PC41 <= 0.2375535
    ->  class 0\|1  [0.928]

Rule 39/51: (75.3/4.7, lift 10.8)
    PC2 > 2.55875
    PC13 <= 7.236558
    PC14 > -0.827648
    PC18 > 1.033548
    PC22 > -0.4824589
    PC41 > -0.01637976
    PC62 > -0.3858307
    PC62 <= 0.1617735
    PC66 > -0.00923972
    PC97 <= -0.06730685
    PC100 > -0.492492
    ->  class 0\|1  [0.927]

Rule 39/52: (28.9/2, lift 10.5)
    PC4 <= 8.368616
    PC5 > -0.7656811
    PC6 <= 0.2213162
    PC18 > 1.033548
    PC21 <= 0.4791392
    PC43 > -1.399074
    PC54 > -1.849641
    PC66 > -0.00923972
    PC66 <= 0.9505836
    PC78 > 0.157431
    PC97 <= -0.06730685
    PC100 > -0.492492
    ->  class 0\|1  [0.903]

Rule 39/53: (6.7, lift 10.3)
    PC4 <= 8.368616
    PC13 <= 7.236558
    PC18 > 1.033548
    PC24 > 3.740935
    PC100 > -0.492492
    ->  class 0\|1  [0.885]

Rule 39/54: (75/8.5, lift 10.2)
    PC13 <= 7.236558
    PC14 > -0.827648
    PC18 > 2.707435
    PC21 <= 0.4791392
    PC43 > -1.399074
    PC62 <= 0.2049636
    PC89 > 0.4144618
    ->  class 0\|1  [0.876]

Rule 39/55: (12.3/1, lift 10.0)
    PC2 > 2.55875
    PC3 <= 1.640775
    PC4 > -9.785807
    PC13 <= 1.698335
    PC18 > -0.4683644
    PC18 <= 1.033548
    PC19 <= -0.1806272
    PC44 > -0.02044405
    ->  class 0\|1  [0.858]

Rule 39/56: (9.7/0.8, lift 9.8)
    PC2 > 2.55875
    PC6 > 0.2213162
    PC21 <= 0.4791392
    PC30 > 1.969711
    ->  class 0\|1  [0.842]

Rule 39/57: (49.8/16.7, lift 7.7)
    PC2 > 2.55875
    PC3 <= 1.640775
    PC7 > -0.7458541
    PC18 <= -0.4683644
    PC26 > -0.02727594
    PC54 <= 3.096431
    PC77 > 1.167778
    ->  class 0\|1  [0.659]

Rule 39/58: (67.1, lift 10.6)
    PC2 > 2.55875
    PC3 <= 1.640775
    PC18 <= -0.4683644
    PC28 > -2.017513
    PC31 <= 0.01790563
    PC34 > -3.065506
    PC52 <= 3.238657
    PC54 <= 3.096431
    PC55 <= 0.6039479
    PC61 > 0.7707137
    PC90 > -2.915368
    PC99 > -2.727979
    ->  class 0\|2  [0.986]

Rule 39/59: (55.4, lift 10.6)
    PC2 > 2.55875
    PC3 <= 1.640775
    PC12 <= 0.09670471
    PC18 > -0.4683644
    PC21 > 0.4791392
    PC47 <= 0.8708948
    PC81 <= 1.274873
    ->  class 0\|2  [0.983]

Rule 39/60: (47.1, lift 10.6)
    PC4 > 9.305666
    PC18 <= -0.4683644
    PC42 <= 2.542028
    PC44 <= 1.414061
    ->  class 0\|2  [0.980]

Rule 39/61: (61.4/0.5, lift 10.5)
    PC4 > 8.368616
    PC18 > -0.4683644
    PC25 <= -0.7420362
    PC92 > -6.173739
    ->  class 0\|2  [0.977]

Rule 39/62: (91.9/1.5, lift 10.5)
    PC2 > 2.55875
    PC3 <= 1.640775
    PC7 > 0.6589274
    PC18 <= -0.4683644
    PC31 <= 0.01790563
    PC34 > -3.065506
    PC54 > -0.7495726
    PC77 <= 1.167778
    PC99 > -2.727979
    ->  class 0\|2  [0.974]

Rule 39/63: (32.2, lift 10.5)
    PC7 > -0.7458541
    PC18 <= -1.127962
    PC30 > 2.28846
    PC42 <= 2.542028
    PC54 <= 3.096431
    PC89 > -1.248295
    ->  class 0\|2  [0.971]

Rule 39/64: (26.7, lift 10.4)
    PC2 > 2.55875
    PC3 <= 1.640775
    PC7 > -0.7458541
    PC18 > -1.127962
    PC18 <= -0.4683644
    PC54 <= 3.096431
    PC94 > 0.7196205
    ->  class 0\|2  [0.965]

Rule 39/65: (28.2/0.2, lift 10.4)
    PC2 > 2.55875
    PC3 <= 1.640775
    PC18 > -0.4683644
    PC19 > 0.2185672
    ->  class 0\|2  [0.962]

Rule 39/66: (23.4, lift 10.4)
    PC2 > 2.55875
    PC3 > -1.953879
    PC3 <= 1.640775
    PC7 > -0.7458541
    PC18 > -1.127962
    PC18 <= -0.4683644
    PC28 > -0.05898223
    PC75 <= 0.3324234
    ->  class 0\|2  [0.961]

Rule 39/67: (44/1.5, lift 10.2)
    PC18 <= -0.4683644
    PC54 <= 3.096431
    PC63 <= 3.273162
    PC66 > -4.692316
    PC93 <= -3.519292
    PC99 > -2.727979
    ->  class 0\|2  [0.946]

Rule 39/68: (19.3/0.4, lift 10.1)
    PC7 > -0.7458541
    PC18 <= -0.4683644
    PC54 <= 3.096431
    PC66 <= -4.692316
    PC77 <= 1.167778
    ->  class 0\|2  [0.933]

Rule 39/69: (12.5, lift 10.0)
    PC13 > 7.236558
    PC18 > 3.718587
    PC20 <= -3.980935
    ->  class 0\|2  [0.931]

Rule 39/70: (105.3/6.8, lift 10.0)
    PC13 > 7.236558
    PC18 > -0.4683644
    PC18 <= 3.718587
    PC31 <= 0.02654657
    PC38 > -4.760805
    PC98 <= 3.160594
    ->  class 0\|2  [0.928]

Rule 39/71: (10.2, lift 9.9)
    PC10 <= -2.519742
    PC18 <= -1.783027
    PC20 > -2.873274
    PC31 > 0.01790563
    PC45 <= 1.176643
    PC64 > -0.5164298
    ->  class 0\|2  [0.918]

Rule 39/72: (15.2/0.8, lift 9.7)
    PC2 > 2.55875
    PC7 > -0.7458541
    PC18 <= -0.4683644
    PC31 > 0.01790563
    PC45 <= 1.176643
    PC54 <= 3.096431
    PC79 > 1.496052
    ->  class 0\|2  [0.896]

Rule 39/73: (71.4/12.9, lift 8.7)
    PC2 > 2.55875
    PC3 <= 1.640775
    PC10 > -2.985643
    PC18 > -1.783027
    PC18 <= -1.127962
    PC31 > 0.01790563
    PC74 > -0.1224555
    PC77 <= 1.167778
    PC89 > -1.248295
    ->  class 0\|2  [0.811]

Rule 39/74: (80.9/26.1, lift 7.3)
    PC2 > 2.55875
    PC3 <= 1.640775
    PC18 > -0.4683644
    PC40 <= -2.650354
    PC86 > -1.451355
    ->  class 0\|2  [0.673]

Rule 39/75: (527.3/235.7, lift 6.0)
    PC2 > 2.55875
    PC3 <= 1.640775
    PC6 <= 0.1679205
    PC15 > -1.498675
    PC18 > -0.4683644
    PC18 <= 1.033548
    PC40 > -2.650354
    PC41 <= 0.1165162
    PC46 <= 2.019221
    PC100 <= 1.747174
    ->  class 0\|2  [0.553]

Rule 39/76: (7743.8/5893.8, lift 2.6)
    PC2 > 2.55875
    ->  class 0\|2  [0.239]

Rule 39/77: (211.8/0.5, lift 10.8)
    PC7 > -0.7458541
    PC18 <= -0.4683644
    PC20 <= -2.873274
    PC31 > 0.01790563
    PC45 <= 1.176643
    PC64 > -0.5164298
    PC89 > -1.248295
    ->  class 0\|3  [0.993]

Rule 39/78: (93.6, lift 10.7)
    PC2 > 2.55875
    PC3 <= 1.640775
    PC7 > -0.7458541
    PC18 <= -1.127962
    PC55 > 0.6039479
    PC66 > -4.692316
    ->  class 0\|3  [0.990]

Rule 39/79: (107.4/0.3, lift 10.7)
    PC2 > 2.55875
    PC4 > -8.177876
    PC4 <= 9.305666
    PC6 > -0.8655804
    PC7 <= 0.6589274
    PC8 <= 0.0254767
    PC18 <= -1.127962
    PC28 > -2.017513
    PC30 <= 2.28846
    PC38 <= -0.3592786
    PC63 > -0.9468313
    PC65 <= 0.655746
    PC77 <= 1.167778
    ->  class 0\|3  [0.988]

Rule 39/80: (76.8, lift 10.7)
    PC17 <= -2.08313
    PC31 > 0.01790563
    PC45 > 1.176643
    ->  class 0\|3  [0.987]

Rule 39/81: (57.6, lift 10.7)
    PC1 <= -0.5298792
    PC4 > -8.177876
    PC7 <= 0.6589274
    PC18 <= -1.127962
    PC38 > -0.3592786
    PC63 > -0.9468313
    PC66 > -4.692316
    PC78 <= 0.9900733
    PC83 <= 0.1113293
    PC90 > 0.2396648
    ->  class 0\|3  [0.983]

Rule 39/82: (61.7, lift 10.6)
    PC2 > 2.55875
    PC18 <= -0.4683644
    PC31 <= 0.01790563
    PC42 > 2.542028
    PC66 > -4.692316
    PC90 > -2.915368
    PC93 > -3.519292
    ->  class 0\|3  [0.983]

Rule 39/83: (108.6/0.9, lift 10.6)
    PC2 > 2.55875
    PC3 <= 1.640775
    PC18 <= -0.4683644
    PC54 > 3.096431
    ->  class 0\|3  [0.983]

Rule 39/84: (72.9/0.4, lift 10.6)
    PC3 <= 1.640775
    PC4 > -8.177876
    PC7 <= 0.6589274
    PC18 <= -0.4683644
    PC30 <= -3.829708
    PC42 <= 2.542028
    PC61 <= 0.7707137
    PC66 > -4.692316
    ->  class 0\|3  [0.981]

Rule 39/85: (50.9, lift 10.6)
    PC2 > 2.55875
    PC6 > -0.8655804
    PC18 <= -1.127962
    PC31 <= 0.01790563
    PC37 > -1.236859
    PC39 <= -1.024565
    ->  class 0\|3  [0.981]

Rule 39/86: (72.6/0.5, lift 10.6)
    PC2 > 2.55875
    PC7 > -0.7458541
    PC18 <= -1.127962
    PC89 <= -1.248295
    PC90 > -2.915368
    PC93 > -3.519292
    ->  class 0\|3  [0.980]

Rule 39/87: (42.5, lift 10.6)
    PC18 <= -1.127962
    PC23 > 0.815154
    PC31 > 0.01790563
    PC45 > 1.176643
    PC66 > -4.692316
    PC93 > -3.519292
    ->  class 0\|3  [0.978]

Rule 39/88: (60.3/0.4, lift 10.6)
    PC1 <= -0.5298792
    PC2 > 2.55875
    PC4 <= 9.305666
    PC7 > -0.7458541
    PC18 <= -1.127962
    PC28 > -2.017513
    PC34 > -3.065506
    PC66 > -4.692316
    PC90 > -2.915368
    PC93 > -3.519292
    PC99 > 1.334842
    ->  class 0\|3  [0.977]

Rule 39/89: (40, lift 10.6)
    PC2 > 2.55875
    PC4 > -8.177876
    PC7 > -0.7458541
    PC18 <= -0.4683644
    PC44 > 1.414061
    PC66 > -4.692316
    PC93 > -3.519292
    ->  class 0\|3  [0.976]

Rule 39/90: (39.3, lift 10.6)
    PC3 <= -1.953879
    PC4 <= 7.582463
    PC7 > -0.7458541
    PC18 > -1.127962
    PC18 <= -0.4683644
    PC88 <= -1.657686
    ->  class 0\|3  [0.976]

Rule 39/91: (400.2/9.2, lift 10.6)
    PC2 > 2.55875
    PC3 <= 1.640775
    PC7 > -0.7458541
    PC10 > -2.519742
    PC18 <= -1.783027
    PC31 > 0.01790563
    PC45 <= 1.176643
    PC63 <= 1.405412
    PC64 > -0.5164298
    PC79 <= 1.496052
    ->  class 0\|3  [0.975]

Rule 39/92: (169.2/3.5, lift 10.6)
    PC1 <= -0.5298792
    PC2 > 2.55875
    PC4 > -8.177876
    PC6 > -0.8655804
    PC7 <= 0.6589274
    PC8 <= 0.0254767
    PC17 <= -1.047688
    PC28 > -2.017513
    PC30 > -3.384513
    PC31 <= 0.01790563
    PC34 > -2.607624
    PC37 > -1.236859
    PC38 > -0.3013496
    PC50 <= 1.005976
    PC78 <= 0.9900733
    PC84 <= 0.219704
    PC90 <= 0.2396648
    ->  class 0\|3  [0.974]

Rule 39/93: (36.9, lift 10.6)
    PC4 <= 9.305666
    PC18 <= -1.127962
    PC30 <= 2.28846
    PC52 > 3.238657
    PC66 > -4.692316
    PC77 <= 1.167778
    PC90 > -2.915368
    ->  class 0\|3  [0.974]

Rule 39/94: (48/0.4, lift 10.5)
    PC1 <= -0.5298792
    PC2 > 2.55875
    PC4 > -8.177876
    PC4 <= 9.305666
    PC12 <= -0.710737
    PC18 <= -1.127962
    PC28 > -2.017513
    PC31 <= 0.01790563
    PC61 <= 0.7707137
    PC66 > -4.692316
    PC77 <= 1.167778
    PC89 > -1.248295
    PC90 > -2.915368
    PC93 > -3.519292
    ->  class 0\|3  [0.973]

Rule 39/95: (58.9/0.6, lift 10.5)
    PC2 > 2.55875
    PC3 <= 1.640775
    PC4 > -8.177876
    PC4 <= 9.305666
    PC7 > 0.6589274
    PC18 <= -1.127962
    PC54 <= -0.7495726
    PC61 <= 0.7707137
    PC90 > -2.915368
    PC93 > -3.519292
    ->  class 0\|3  [0.973]

Rule 39/96: (33, lift 10.5)
    PC1 <= -0.5298792
    PC6 > -0.8655804
    PC11 <= 0.04684849
    PC18 <= -1.127962
    PC31 <= 0.01790563
    PC38 > -0.3013496
    PC63 > -0.9468313
    PC65 <= 0.655746
    PC77 <= 1.167778
    PC90 > 0.2396648
    PC99 <= 1.334842
    ->  class 0\|3  [0.971]

Rule 39/97: (59.2/0.8, lift 10.5)
    PC2 > 2.55875
    PC18 <= -0.4683644
    PC31 > 0.01790563
    PC45 > 1.176643
    PC85 <= 0.03187546
    ->  class 0\|3  [0.970]

Rule 39/98: (26.8, lift 10.5)
    PC7 > -0.7458541
    PC10 <= -2.985643
    PC18 > -1.783027
    PC18 <= -1.127962
    PC31 > 0.01790563
    PC45 <= 1.176643
    PC95 > -0.2592004
    ->  class 0\|3  [0.965]

Rule 39/99: (25.3, lift 10.4)
    PC7 <= -0.7458541
    PC11 <= -0.07236598
    PC18 <= -0.4683644
    PC20 <= -3.440173
    ->  class 0\|3  [0.963]

Rule 39/100: (24.4, lift 10.4)
    PC2 > 2.55875
    PC3 <= 1.640775
    PC18 <= -0.4683644
    PC66 > -4.692316
    PC77 <= 1.167778
    PC99 <= -2.727979
    ->  class 0\|3  [0.962]

Rule 39/101: (72.1/1.9, lift 10.4)
    PC2 > 2.55875
    PC3 <= -1.953879
    PC4 <= 7.582463
    PC18 > -1.127962
    PC18 <= -0.4683644
    PC22 <= 0.3512948
    PC44 <= 0.3334477
    PC94 <= 0.7196205
    PC97 <= -0.114563
    ->  class 0\|3  [0.961]

Rule 39/102: (23.8, lift 10.4)
    PC3 <= 1.640775
    PC15 <= -0.4214977
    PC18 > -0.4683644
    PC19 <= 0.2185672
    PC40 <= -2.650354
    ->  class 0\|3  [0.961]

Rule 39/103: (163.2/5.7, lift 10.4)
    PC1 <= -0.5298792
    PC4 > -8.177876
    PC7 > -0.7458541
    PC7 <= 0.6589274
    PC18 <= -0.4683644
    PC28 > -1.46517
    PC30 <= 2.28846
    PC31 <= 0.01790563
    PC37 > -1.236859
    PC61 <= 0.7707137
    PC65 > 0.655746
    PC65 <= 2.255934
    PC78 <= 0.9900733
    PC93 > -3.519292
    ->  class 0\|3  [0.960]

Rule 39/104: (240.2/8.9, lift 10.4)
    PC2 > 2.55875
    PC3 <= 1.640775
    PC18 <= -1.783027
    PC31 > 0.01790563
    PC45 <= 1.176643
    PC63 <= 1.405412
    PC79 <= 1.496052
    PC100 <= -0.1228309
    ->  class 0\|3  [0.959]

Rule 39/105: (20.8, lift 10.4)
    PC16 <= 0.3498257
    PC18 <= -1.127962
    PC31 > 0.01790563
    PC45 > 1.176643
    PC66 > -4.692316
    PC93 > -3.519292
    ->  class 0\|3  [0.956]

Rule 39/106: (20.9, lift 10.4)
    PC2 > 2.55875
    PC4 <= 7.582463
    PC7 > -0.7458541
    PC18 > -1.127962
    PC18 <= -0.4683644
    PC53 > 2.164162
    ->  class 0\|3  [0.956]

Rule 39/107: (42.4/1.1, lift 10.3)
    PC4 > -8.177876
    PC6 > -0.8655804
    PC8 <= 0.0254767
    PC18 <= -0.4683644
    PC37 > -1.236859
    PC38 > -0.3013496
    PC74 <= -0.7091099
    PC90 > 0.2396648
    ->  class 0\|3  [0.953]

Rule 39/108: (18.6, lift 10.3)
    PC2 > 2.55875
    PC3 <= 1.640775
    PC15 <= -1.498675
    PC18 > -0.4683644
    PC18 <= 1.033548
    ->  class 0\|3  [0.952]

Rule 39/109: (20.2/0.2, lift 10.3)
    PC2 > 2.55875
    PC3 <= 1.640775
    PC4 > -8.177876
    PC8 > 0.0254767
    PC18 <= -1.127962
    PC28 > -2.017513
    PC61 <= 0.7707137
    PC77 <= 1.167778
    PC94 <= -0.07352357
    ->  class 0\|3  [0.946]

Rule 39/110: (53.6/2.5, lift 10.2)
    PC7 > -0.7458541
    PC18 > -1.783027
    PC18 <= -1.127962
    PC31 > 0.01790563
    PC45 <= 1.176643
    PC74 <= -0.1224555
    PC77 <= 1.167778
    PC95 > -0.2592004
    PC99 > -2.727979
    ->  class 0\|3  [0.937]

Rule 39/111: (13.7, lift 10.1)
    PC13 > 7.236558
    PC18 > -0.4683644
    PC38 <= -4.760805
    ->  class 0\|3  [0.936]

Rule 39/112: (40.2/1.9, lift 10.1)
    PC3 <= 1.640775
    PC7 > -0.7458541
    PC18 <= -0.4683644
    PC26 <= -0.02727594
    PC77 > 1.167778
    ->  class 0\|3  [0.932]

Rule 39/113: (80/5.4, lift 10.0)
    PC18 <= -1.127962
    PC31 > 0.01790563
    PC45 > 1.176643
    PC66 > -4.692316
    PC82 <= -0.2429176
    PC93 > -3.519292
    ->  class 0\|3  [0.922]

Rule 39/114: (7.7, lift 9.7)
    PC2 > 2.55875
    PC3 > -1.953879
    PC3 <= 1.640775
    PC18 > -1.127962
    PC18 <= -0.4683644
    PC75 > 0.3324234
    ->  class 0\|3  [0.897]

Rule 39/115: (25.5/2.5, lift 9.4)
    PC2 > 2.55875
    PC3 <= 1.640775
    PC18 > -0.4683644
    PC46 > 2.019221
    ->  class 0\|3  [0.871]

Rule 39/116: (37.8/5.5, lift 9.1)
    PC7 <= -0.7458541
    PC18 <= -0.4683644
    PC20 <= -3.440173
    PC71 <= 0.2637561
    ->  class 0\|3  [0.836]

Rule 39/117: (102.4/20.4, lift 8.6)
    PC13 > 7.236558
    PC18 <= 1.549302
    PC31 > 0.02654657
    PC38 > -4.760805
    ->  class 0\|3  [0.795]

Rule 39/118: (11.6/1.8, lift 8.6)
    PC13 > 7.236558
    PC98 > 3.160594
    ->  class 0\|3  [0.794]

Rule 39/119: (63.4/12.9, lift 8.5)
    PC2 > 2.55875
    PC92 <= -6.173739
    ->  class 0\|3  [0.787]

Rule 39/120: (4/0.3, lift 8.5)
    PC4 <= -8.177876
    PC18 <= -0.4683644
    PC100 > 0.5751632
    ->  class 0\|3  [0.781]

Rule 39/121: (11.3/2.3, lift 8.1)
    PC2 <= 2.55875
    PC8 > -1.538053
    PC10 <= -0.7764253
    PC40 <= -0.6559039
    ->  class 0\|3  [0.751]

Rule 39/122: (113.4, lift 22.5)
    PC1 > -0.430681
    PC7 > -6.434374
    PC10 > -0.7764253
    PC10 <= 1.023987
    PC16 <= -0.9735159
    PC19 > 2.417467
    PC38 > -0.4590582
    PC91 > -0.4964139
    ->  class 1\|0  [0.991]

Rule 39/123: (86.1, lift 22.4)
    PC1 > -0.430681
    PC6 <= 6.910836
    PC10 > -0.7764253
    PC10 <= 1.023987
    PC11 > 0.3750103
    PC15 <= -3.567556
    PC16 <= -0.9735159
    ->  class 1\|0  [0.989]

Rule 39/124: (75.4, lift 22.4)
    PC1 > 13.49866
    PC3 <= 0.6922847
    PC10 > -0.7764253
    PC16 > -0.9735159
    PC19 > -0.3238951
    PC98 <= 0.3294852
    ->  class 1\|0  [0.987]

Rule 39/125: (262.8/2.7, lift 22.4)
    PC1 > -0.430681
    PC2 <= 2.55875
    PC6 > -2.075607
    PC6 <= 6.910836
    PC10 > -0.7764253
    PC16 <= -0.9735159
    PC19 > -0.5399519
    PC44 > -1.972712
    PC62 <= -0.2326303
    ->  class 1\|0  [0.986]

Rule 39/126: (108.9/0.6, lift 22.4)
    PC1 > -0.430681
    PC4 > -0.7642608
    PC7 > -6.434374
    PC10 <= 1.023987
    PC11 <= 0.3750103
    PC16 <= -1.699269
    PC19 <= 2.408917
    PC38 > -0.4590582
    PC62 > -0.2326303
    PC82 > -0.5320676
    PC87 > -0.5465115
    PC91 > -0.4964139
    ->  class 1\|0  [0.985]

Rule 39/127: (64.5, lift 22.4)
    PC1 > -0.430681
    PC2 <= 2.55875
    PC11 <= 2.110574
    PC16 <= -0.9735159
    PC40 <= -1.353911
    PC44 > -1.972712
    PC82 > -0.5320676
    ->  class 1\|0  [0.985]

Rule 39/128: (63.6, lift 22.4)
    PC2 > 2.55875
    PC3 > 1.640775
    PC44 > -0.1893252
    PC46 > 0.9481961
    ->  class 1\|0  [0.985]

Rule 39/129: (40.3, lift 22.2)
    PC2 > 2.55875
    PC3 > 1.640775
    PC46 > -0.6374976
    PC62 <= -1.426871
    ->  class 1\|0  [0.976]

Rule 39/130: (66.4/1.4, lift 21.9)
    PC3 > 1.640775
    PC8 > -3.622398
    PC16 <= -0.8879908
    PC44 <= -0.1893252
    PC46 > -0.6374976
    PC65 > -0.1389549
    ->  class 1\|0  [0.965]

Rule 39/131: (25.4, lift 21.9)
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC24 > 2.916996
    PC46 > -0.6374976
    PC65 > -0.1389549
    ->  class 1\|0  [0.963]

Rule 39/132: (15.8, lift 21.4)
    PC2 > 2.55875
    PC3 > 1.640775
    PC8 > -3.622398
    PC16 <= -0.8879908
    PC36 > 0.5222617
    PC65 <= 0.4179204
    PC90 <= 0.01373559
    ->  class 1\|0  [0.944]

Rule 39/133: (52.4/2.1, lift 21.4)
    PC2 > 2.55875
    PC3 > 1.640775
    PC8 > -3.622398
    PC13 <= 0.1510602
    PC16 <= -0.8879908
    PC46 > -0.6374976
    PC65 > 0.4179204
    ->  class 1\|0  [0.944]

Rule 39/134: (11.3, lift 21.0)
    PC2 > 2.55875
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC41 > 0.4214479
    PC46 > -0.6374976
    ->  class 1\|0  [0.925]

Rule 39/135: (5.9, lift 19.8)
    PC3 > 5.679239
    PC12 > 2.986485
    ->  class 1\|0  [0.874]

Rule 39/136: (103.2/16.4, lift 18.9)
    PC3 > 1.640775
    PC8 > -3.622398
    PC8 <= 1.687932
    PC16 <= -0.8879908
    PC41 <= 0.4214479
    PC46 > -0.6374976
    PC48 <= -0.03510529
    PC65 > -0.1389549
    PC90 <= 0.01373559
    PC92 <= 0.4954863
    ->  class 1\|0  [0.835]

Rule 39/137: (23.8/8.3, lift 14.5)
    PC2 <= 2.55875
    PC3 > 0.6922847
    PC16 > -0.9735159
    PC57 <= -1.608453
    ->  class 1\|0  [0.641]

Rule 39/138: (124.1, lift 12.6)
    PC2 > 2.55875
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC39 <= 0.7866078
    PC65 <= -0.1389549
    ->  class 1\|1  [0.992]

Rule 39/139: (77.2, lift 12.5)
    PC2 > 2.55875
    PC3 > 1.640775
    PC13 > 0.1510602
    PC16 <= -0.8879908
    PC24 <= 2.916996
    PC46 <= 0.9481961
    PC62 > -1.426871
    ->  class 1\|1  [0.987]

Rule 39/140: (143.3/1.3, lift 12.5)
    PC3 > 0.6922847
    PC3 <= 5.679239
    PC12 > 2.986485
    PC16 > -0.9735159
    ->  class 1\|1  [0.984]

Rule 39/141: (111/1.2, lift 12.4)
    PC1 > 13.49866
    PC6 <= -0.9827232
    PC10 > -0.7764253
    PC16 > -0.9735159
    PC19 <= -0.3238951
    ->  class 1\|1  [0.980]

Rule 39/142: (130/2.3, lift 12.4)
    PC2 > 2.55875
    PC3 > 1.640775
    PC16 > -0.8879908
    PC16 <= 0.9959877
    PC23 > -1.586939
    PC63 > -1.308011
    PC72 > -1.26589
    PC83 > -0.4227733
    ->  class 1\|1  [0.975]

Rule 39/143: (31.6, lift 12.3)
    PC1 > -0.430681
    PC2 <= 2.55875
    PC10 > -0.7764253
    PC16 > -0.9735159
    PC16 <= 0.8572028
    PC82 <= -0.6247756
    ->  class 1\|1  [0.970]

Rule 39/144: (24.8, lift 12.2)
    PC1 > -0.430681
    PC14 > 2.085181
    PC18 > 0.2041752
    ->  class 1\|1  [0.963]

Rule 39/145: (174.4/6.6, lift 12.2)
    PC1 > 13.49866
    PC98 > 0.3294852
    ->  class 1\|1  [0.957]

Rule 39/146: (29.3/3.8, lift 10.7)
    PC2 <= 2.55875
    PC3 > 0.6922847
    PC10 > -0.7764253
    PC12 <= 1.248207
    PC13 > -0.2156336
    PC16 > -0.9735159
    PC16 <= 0.8572028
    PC38 <= 0.0478257
    PC63 > -0.390149
    ->  class 1\|1  [0.846]

Rule 39/147: (36.7/6.4, lift 10.3)
    PC3 > 0.6922847
    PC12 > 1.248207
    PC13 > -0.2156336
    PC16 > -0.9735159
    PC16 <= 0.8572028
    ->  class 1\|1  [0.809]

Rule 39/148: (1915.9/882.6, lift 6.8)
    PC1 > -0.430681
    PC10 > -0.7764253
    PC16 <= -0.9735159
    ->  class 1\|1  [0.539]

Rule 39/149: (46.1/25.5, lift 5.7)
    PC2 > 0.01692233
    PC2 <= 2.55875
    PC3 <= 0.6922847
    PC10 > -0.7764253
    PC16 > -0.9735159
    PC43 > -0.6060647
    ->  class 1\|1  [0.449]

Rule 39/150: (139.9, lift 16.5)
    PC2 <= 2.55875
    PC3 > 0.6922847
    PC16 > 0.8572028
    PC57 > -1.608453
    PC77 <= -0.4315991
    PC80 > -1.360059
    ->  class 1\|2  [0.993]

Rule 39/151: (125.1, lift 16.5)
    PC3 > 0.6922847
    PC16 > 0.8572028
    PC34 > -0.6858287
    PC38 <= 0.2273717
    PC74 <= 0.9976718
    PC92 <= -0.2333818
    ->  class 1\|2  [0.992]

Rule 39/152: (88.4, lift 16.5)
    PC3 > 0.6922847
    PC16 > 0.8572028
    PC38 <= 0.2273717
    PC57 > -1.608453
    PC73 > 0.3193173
    PC74 <= 0.9976718
    ->  class 1\|2  [0.989]

Rule 39/153: (75.4, lift 16.4)
    PC3 > 0.6922847
    PC12 <= 2.986485
    PC16 > -0.9735159
    PC38 <= 0.2273717
    PC49 > 1.085836
    PC57 > -1.608453
    PC87 <= 0.1210751
    PC100 > -0.004760643
    ->  class 1\|2  [0.987]

Rule 39/154: (73.5, lift 16.4)
    PC3 > 0.6922847
    PC11 > -1.715926
    PC12 <= 2.986485
    PC16 > -0.9735159
    PC54 > 1.492103
    PC57 > -1.608453
    PC94 > -0.8220814
    ->  class 1\|2  [0.987]

Rule 39/155: (58.1, lift 16.4)
    PC3 > 0.6922847
    PC7 > 1.541641
    PC16 > 0.8572028
    PC38 <= 0.2273717
    PC74 <= 0.9976718
    ->  class 1\|2  [0.983]

Rule 39/156: (49.6, lift 16.3)
    PC1 > 8.649003
    PC3 > 0.6922847
    PC10 > -0.7764253
    PC12 <= 1.248207
    PC16 > -0.9735159
    PC82 > -0.6247756
    ->  class 1\|2  [0.981]

Rule 39/157: (113.7/1.3, lift 16.3)
    PC3 > 0.6922847
    PC11 <= -1.715926
    PC12 <= 2.986485
    PC16 > 0.8572028
    PC57 > -1.608453
    ->  class 1\|2  [0.980]

Rule 39/158: (57.4/0.2, lift 16.3)
    PC3 > 0.6922847
    PC10 > -0.7764253
    PC11 > -1.715926
    PC16 > -0.9735159
    PC29 > 0.3829593
    PC38 <= 0.2273717
    PC74 <= 0.9976718
    PC94 > -0.8220814
    ->  class 1\|2  [0.980]

Rule 39/159: (73.6/0.6, lift 16.3)
    PC8 <= -1.538053
    PC10 <= -0.7764253
    PC14 > 2.085181
    PC17 <= 0.5405993
    PC18 <= 0.2041752
    ->  class 1\|2  [0.979]

Rule 39/160: (44.6, lift 16.3)
    PC2 > 2.55875
    PC3 > 1.640775
    PC16 > -0.8879908
    PC16 <= 0.9959877
    PC63 <= -1.308011
    ->  class 1\|2  [0.979]

Rule 39/161: (36.3, lift 16.2)
    PC5 > 11.92509
    PC88 <= -0.09878595
    ->  class 1\|2  [0.974]

Rule 39/162: (87.6/1.4, lift 16.2)
    PC2 <= 2.55875
    PC3 > 0.6922847
    PC16 > 0.8572028
    PC19 <= 1.7393
    PC55 > -0.2009863
    PC87 > 0.1210751
    PC100 > -0.004760643
    ->  class 1\|2  [0.974]

Rule 39/163: (31.9, lift 16.2)
    PC2 > 2.55875
    PC3 > 1.640775
    PC16 > 0.9959877
    PC82 <= -0.5865082
    ->  class 1\|2  [0.971]

Rule 39/164: (54/0.7, lift 16.2)
    PC2 <= 2.55875
    PC3 > 0.6922847
    PC12 <= 2.986485
    PC16 > 0.8572028
    PC38 <= 0.2273717
    PC56 > 0.3922195
    PC57 > -1.608453
    ->  class 1\|2  [0.970]

Rule 39/165: (101.6/2.3, lift 16.1)
    PC2 <= 2.55875
    PC3 > 0.6922847
    PC13 <= -0.2156336
    PC16 > -0.9735159
    PC16 <= 0.8572028
    PC57 > -1.608453
    PC82 > -0.6247756
    ->  class 1\|2  [0.968]

Rule 39/166: (26.9, lift 16.1)
    PC1 > -0.430681
    PC1 <= 13.49866
    PC2 <= 0.01692233
    PC8 <= -0.3459052
    PC10 > -0.7764253
    PC63 <= -0.6186758
    ->  class 1\|2  [0.965]

Rule 39/167: (52.3/0.9, lift 16.1)
    PC1 > -0.430681
    PC12 <= 2.986485
    PC16 > 0.8572028
    PC31 <= -0.8614552
    PC34 > -0.6858287
    PC38 <= 0.2273717
    PC74 <= 0.9976718
    ->  class 1\|2  [0.965]

Rule 39/168: (56.3/1.2, lift 16.0)
    PC1 > 13.49866
    PC6 > -0.9827232
    PC16 > -0.9735159
    PC19 <= -0.3238951
    ->  class 1\|2  [0.963]

Rule 39/169: (25.4, lift 16.1)
    PC1 > -0.430681
    PC10 > -0.7764253
    PC16 > -0.9735159
    PC94 > -0.8220814
    PC100 > -0.004760643
    PC100 <= 0.003668455
    ->  class 1\|2  [0.963]

Rule 39/170: (21.5, lift 16.0)
    PC1 > -0.430681
    PC2 <= 2.55875
    PC10 > -0.7764253
    PC16 <= -0.9735159
    PC44 <= -1.972712
    ->  class 1\|2  [0.957]

Rule 39/171: (20.1, lift 15.9)
    PC6 > 6.910836
    PC16 <= -0.9735159
    PC65 > 0.0913427
    ->  class 1\|2  [0.955]

Rule 39/172: (65.5/2, lift 15.9)
    PC2 <= 2.55875
    PC3 > 0.6922847
    PC6 <= 10.48544
    PC16 > -0.9735159
    PC16 <= 0.8572028
    PC38 <= 0.0478257
    PC63 <= -0.390149
    PC82 > -0.6247756
    ->  class 1\|2  [0.955]

Rule 39/173: (19.5, lift 15.9)
    PC3 > 0.6922847
    PC12 <= 2.986485
    PC16 > 0.8572028
    PC37 <= -1.449886
    ->  class 1\|2  [0.954]

Rule 39/174: (13.7, lift 15.6)
    PC2 > 2.55875
    PC3 > 1.640775
    PC16 > -0.8879908
    PC16 <= 0.9959877
    PC72 <= -1.26589
    ->  class 1\|2  [0.936]

Rule 39/175: (13.5, lift 15.6)
    PC2 > 2.55875
    PC3 > 1.640775
    PC16 > 0.9959877
    PC38 > 0.2086927
    PC48 <= 0.2129405
    ->  class 1\|2  [0.935]

Rule 39/176: (188/13.3, lift 15.4)
    PC2 > 2.55875
    PC3 > 1.640775
    PC10 > 0.1327414
    PC16 > 0.9959877
    PC33 <= 1.439952
    PC38 <= 0.2086927
    ->  class 1\|2  [0.925]

Rule 39/177: (11.6, lift 15.3)
    PC1 > -0.430681
    PC2 <= 2.55875
    PC16 > -0.9735159
    PC38 > 0.0478257
    PC93 > 0.5140907
    ->  class 1\|2  [0.921]

Rule 39/178: (21.3/1.1, lift 15.2)
    PC1 > -0.430681
    PC2 <= 2.55875
    PC12 <= 2.986485
    PC16 > -0.9735159
    PC38 <= 0.2273717
    PC58 <= -1.441871
    PC100 > -0.004760643
    ->  class 1\|2  [0.910]

Rule 39/179: (42.8/3.2, lift 15.1)
    PC2 > 2.55875
    PC3 > 1.640775
    PC16 > -0.8879908
    PC23 <= -1.586939
    PC63 > -1.308011
    ->  class 1\|2  [0.906]

Rule 39/180: (80.1/10.2, lift 14.4)
    PC1 > -0.430681
    PC8 <= -1.538053
    PC10 <= -0.7764253
    PC50 <= -0.5103108
    ->  class 1\|2  [0.864]

Rule 39/181: (71.4/13, lift 13.5)
    PC1 > -0.430681
    PC10 > -0.7764253
    PC11 > 2.110574
    PC16 <= -0.9735159
    ->  class 1\|2  [0.810]

Rule 39/182: (74.9/15.6, lift 13.1)
    PC2 > 2.55875
    PC3 > 1.640775
    PC16 > -0.8879908
    PC63 > -1.308011
    PC83 <= -0.4227733
    ->  class 1\|2  [0.784]

Rule 39/183: (92/1.9, lift 14.6)
    PC2 > 2.55875
    PC3 > 1.640775
    PC16 > 0.9959877
    PC38 > 0.2086927
    PC48 > 0.2129405
    PC82 > -0.5865082
    ->  class 1\|3  [0.969]

Rule 39/184: (14.9, lift 14.1)
    PC3 > 1.640775
    PC16 > 0.9959877
    PC33 > 1.439952
    ->  class 1\|3  [0.941]

Rule 39/185: (22.8/2.7, lift 12.8)
    PC1 > -0.430681
    PC2 <= 2.55875
    PC8 <= -1.538053
    PC10 <= -0.7764253
    PC14 <= 2.085181
    PC17 <= 0.5405993
    ->  class 1\|3  [0.852]

Rule 39/186: (29.8/5.5, lift 11.9)
    PC2 > 2.55875
    PC3 > 1.640775
    PC10 <= 0.1327414
    PC16 > 0.9959877
    ->  class 1\|3  [0.795]

Rule 39/187: (4950.5/3736.1, lift 3.7)
    PC1 > -0.430681
    PC2 <= 2.55875
    ->  class 1\|3  [0.245]

Rule 39/188: (253.3/1.4, lift 15.4)
    PC8 > 1.287458
    PC9 <= 3.152035
    PC11 > -0.4132314
    PC19 <= -0.6428509
    PC21 > -0.2469342
    PC30 <= 0.4536246
    PC41 <= 1.821309
    PC63 <= 0.1867689
    PC70 <= -0.04271099
    PC94 <= 0.5735939
    PC99 <= 1.25083
    ->  class 2\|0  [0.991]

Rule 39/189: (85.8, lift 15.3)
    PC6 <= 3.138718
    PC8 > 1.287458
    PC9 <= 3.152035
    PC11 > -0.4132314
    PC19 > -0.6428509
    PC21 > 1.506912
    PC41 <= 1.821309
    PC63 <= 0.1867689
    PC94 <= 0.5735939
    ->  class 2\|0  [0.988]

Rule 39/190: (204/4, lift 15.1)
    PC6 <= 3.138718
    PC8 > -0.2273773
    PC9 <= 3.152035
    PC11 > -0.4132314
    PC16 <= 0.5878427
    PC19 <= -0.6428509
    PC30 <= 0.4536246
    PC39 <= -0.08457202
    PC41 <= 1.821309
    PC63 <= 0.1867689
    PC66 > -0.3077406
    PC82 <= 0.1603428
    ->  class 2\|0  [0.976]

Rule 39/191: (9.5, lift 14.1)
    PC1 <= -0.430681
    PC2 > -1.242138
    PC2 <= 2.55875
    PC8 > -0.2273773
    PC21 <= -0.2469342
    ->  class 2\|0  [0.913]

Rule 39/192: (5.6, lift 13.5)
    PC1 > -0.430681
    PC1 <= 13.49866
    PC2 <= 2.55875
    PC3 <= 0.6922847
    PC8 > -0.3459052
    PC16 > -0.9735159
    PC35 <= -0.448942
    ->  class 2\|0  [0.868]

Rule 39/193: (35.5/6.1, lift 12.6)
    PC1 > -0.430681
    PC2 <= 0.01692233
    PC3 <= 0.6922847
    PC8 > -0.3459052
    PC12 > 1.105177
    PC16 > -0.9735159
    PC43 > -0.6060647
    ->  class 2\|0  [0.811]

Rule 39/194: (1646/821.9, lift 7.8)
    PC1 <= -0.430681
    PC8 > 1.287458
    PC21 > -0.2469342
    ->  class 2\|0  [0.501]

Rule 39/195: (75.6, lift 11.1)
    PC1 <= -0.430681
    PC8 > 1.287458
    PC30 > 0.4536246
    ->  class 2\|1  [0.987]

Rule 39/196: (100.8/0.5, lift 11.1)
    PC2 <= 2.55875
    PC3 <= 0.5599917
    PC7 <= 0.6465146
    PC8 > -0.2273773
    PC8 <= 1.274948
    PC22 > -0.7614354
    PC26 > -2.54387
    PC55 <= 0.6366886
    PC85 > -0.8085726
    PC94 > 0.3240114
    ->  class 2\|1  [0.986]

Rule 39/197: (60.7, lift 11.1)
    PC1 <= -0.430681
    PC8 > 1.287458
    PC41 > 1.821309
    PC63 <= 0.1867689
    ->  class 2\|1  [0.984]

Rule 39/198: (55.9, lift 11.1)
    PC1 <= -0.430681
    PC8 > 1.287458
    PC16 <= 0.5878427
    PC39 > -0.08457202
    PC99 <= -0.6272287
    ->  class 2\|1  [0.983]

Rule 39/199: (56.5, lift 11.1)
    PC1 <= -0.430681
    PC8 > 1.287458
    PC9 > 3.152035
    PC41 <= 1.821309
    ->  class 2\|1  [0.983]

Rule 39/200: (52.7, lift 11.1)
    PC1 <= -0.430681
    PC8 > 1.287458
    PC21 > -0.2469342
    PC46 > -0.6365138
    PC94 > 0.5735939
    ->  class 2\|1  [0.982]

Rule 39/201: (62.1/0.3, lift 11.0)
    PC1 <= -0.430681
    PC8 > 1.287458
    PC16 <= 0.5878427
    PC39 > -0.08457202
    PC70 > -0.04271099
    PC77 > 0.1208393
    ->  class 2\|1  [0.980]

Rule 39/202: (205.1/3.6, lift 11.0)
    PC1 <= -0.430681
    PC4 > -0.4299588
    PC6 <= 3.138718
    PC8 > 1.287458
    PC19 > -0.6428509
    PC21 > -0.2469342
    PC21 <= 1.506912
    PC46 > -0.6365138
    PC73 <= 0.8158047
    PC82 > -0.4945431
    PC82 <= 0.1603428
    ->  class 2\|1  [0.978]

Rule 39/203: (36.7, lift 11.0)
    PC1 <= -0.430681
    PC6 <= 3.138718
    PC8 > 1.287458
    PC11 <= -0.9482124
    PC46 <= -0.6365138
    ->  class 2\|1  [0.974]

Rule 39/204: (30.3, lift 10.9)
    PC1 <= -0.430681
    PC8 > 1.287458
    PC19 <= -0.6428509
    PC46 > -0.6365138
    PC66 <= -0.3077406
    PC70 > -0.04271099
    ->  class 2\|1  [0.969]

Rule 39/205: (29.9, lift 10.9)
    PC1 <= -0.430681
    PC6 > 3.138718
    PC8 > 1.287458
    PC63 <= 0.1867689
    ->  class 2\|1  [0.969]

Rule 39/206: (28.2, lift 10.9)
    PC2 <= 2.55875
    PC8 > 1.287458
    PC46 <= -0.6365138
    PC57 <= -0.758083
    ->  class 2\|1  [0.967]

Rule 39/207: (128.5/3.4, lift 10.9)
    PC1 <= -0.430681
    PC8 > 1.287458
    PC11 <= -0.4132314
    PC20 > -0.1632929
    PC21 > -0.2469342
    PC46 > -0.6365138
    PC63 <= 0.1867689
    ->  class 2\|1  [0.966]

Rule 39/208: (26.9, lift 10.9)
    PC1 <= -0.430681
    PC2 <= 2.55875
    PC8 > -2.62821
    PC12 > 5.358043
    ->  class 2\|1  [0.965]

Rule 39/209: (25.5, lift 10.9)
    PC1 <= -0.430681
    PC8 > 1.287458
    PC21 <= -0.2469342
    PC28 <= -0.05422229
    ->  class 2\|1  [0.964]

Rule 39/210: (25.6, lift 10.9)
    PC1 <= -0.430681
    PC8 > 1.287458
    PC66 <= -0.8837565
    ->  class 2\|1  [0.964]

Rule 39/211: (221.7/7.8, lift 10.8)
    PC1 <= -0.430681
    PC8 > 1.287458
    PC21 > -0.2469342
    PC33 <= 0.4938559
    PC51 <= 0.5668929
    PC62 > -0.8582608
    PC63 > 0.1867689
    PC100 <= 2.978919
    ->  class 2\|1  [0.961]

Rule 39/212: (103.3/3.4, lift 10.8)
    PC1 <= -0.430681
    PC2 <= 2.55875
    PC6 <= 1.470308
    PC7 <= 0.6465146
    PC8 > -0.2273773
    PC8 <= 1.274948
    PC19 > 0.2757997
    PC22 > -0.7614354
    PC26 > -2.54387
    PC31 > -1.176966
    PC35 <= 0.523963
    PC44 <= 0.6021686
    PC55 <= 0.6366886
    PC61 <= 1.509585
    PC66 <= 0.661222
    PC85 > -0.8085726
    PC93 > -0.400843
    ->  class 2\|1  [0.959]

Rule 39/213: (20.6, lift 10.8)
    PC1 <= -0.430681
    PC2 <= 2.55875
    PC8 > -0.2273773
    PC16 <= 0.5878427
    PC39 > -0.08457202
    PC40 > 0.4594479
    ->  class 2\|1  [0.956]

Rule 39/214: (104.4/4.4, lift 10.7)
    PC1 <= -0.430681
    PC2 <= 2.55875
    PC6 <= 1.470308
    PC8 > -0.2273773
    PC8 <= 1.274948
    PC22 > -0.7614354
    PC26 > -2.54387
    PC31 > -1.176966
    PC35 <= 0.523963
    PC44 <= 0.6021686
    PC55 <= 0.6366886
    PC61 <= 1.509585
    PC66 <= 0.661222
    PC68 <= 1.793477
    PC80 > -0.1200641
    PC85 > -0.8085726
    PC93 > -0.400843
    PC97 <= 0.1705244
    ->  class 2\|1  [0.949]

Rule 39/215: (15.3, lift 10.6)
    PC1 <= -0.430681
    PC8 > -0.2273773
    PC19 <= -2.317307
    PC22 <= -0.7614354
    ->  class 2\|1  [0.942]

Rule 39/216: (14.5, lift 10.6)
    PC1 <= -0.430681
    PC2 <= 2.55875
    PC8 > -0.2273773
    PC22 <= -0.7614354
    PC58 <= -0.5089615
    ->  class 2\|1  [0.940]

Rule 39/217: (12.1, lift 10.5)
    PC1 <= -0.430681
    PC8 > -0.2273773
    PC19 <= -0.6428509
    PC21 > -0.2469342
    PC40 <= -0.9540211
    PC70 > -0.04271099
    ->  class 2\|1  [0.929]

Rule 39/218: (101.5/6.7, lift 10.4)
    PC1 <= -0.430681
    PC8 > 1.287458
    PC21 > -0.2469342
    PC46 > -0.6365138
    PC63 <= 0.1867689
    PC82 > 0.1603428
    ->  class 2\|1  [0.925]

Rule 39/219: (77.2/5, lift 10.4)
    PC1 <= -0.430681
    PC2 <= 2.55875
    PC6 > -3.270056
    PC8 > -0.2273773
    PC8 <= 1.287458
    PC22 > -0.7614354
    PC55 <= 0.6366886
    PC97 > 0.1705244
    ->  class 2\|1  [0.924]

Rule 39/220: (200/16.5, lift 10.3)
    PC1 <= -0.430681
    PC2 <= -1.242138
    PC7 > 0.1065531
    PC8 > 1.287458
    PC21 <= -0.2469342
    PC22 > -1.207938
    PC68 > -2.154415
    PC100 <= 2.978919
    ->  class 2\|1  [0.913]

Rule 39/221: (13.6/0.4, lift 10.3)
    PC1 <= -0.430681
    PC2 <= 2.55875
    PC8 > -0.2273773
    PC22 <= -0.7614354
    PC63 <= 0.317041
    PC64 > 0.4881098
    PC77 > -0.3573841
    PC84 > 0.1066182
    ->  class 2\|1  [0.912]

Rule 39/222: (9.1, lift 10.3)
    PC1 <= -0.430681
    PC2 > -1.025067
    PC2 <= 2.55875
    PC8 > -0.2273773
    PC8 <= 1.287458
    PC22 <= -0.7614354
    PC77 > -0.3573841
    ->  class 2\|1  [0.910]

Rule 39/223: (9.4/0.1, lift 10.2)
    PC1 <= -0.430681
    PC2 <= 2.55875
    PC8 > -0.2273773
    PC22 <= -0.7614354
    PC29 > 0.277492
    PC63 <= 0.317041
    ->  class 2\|1  [0.903]

Rule 39/224: (42.3/3.4, lift 10.1)
    PC1 <= -0.430681
    PC2 <= -1.025067
    PC8 > -0.2273773
    PC22 <= -0.7614354
    PC32 <= 1.080204
    PC46 <= -0.7793728
    PC63 <= 0.317041
    PC77 > -0.3573841
    ->  class 2\|1  [0.900]

Rule 39/225: (123.8/11.8, lift 10.1)
    PC1 <= -0.430681
    PC2 <= 2.55875
    PC6 <= 0.2609354
    PC8 > -2.62821
    PC17 > -1.418713
    PC24 <= 0.3559697
    PC32 <= 1.590739
    PC99 > 1.25466
    ->  class 2\|1  [0.898]

Rule 39/226: (7.6, lift 10.1)
    PC2 <= -9.096021
    PC8 <= -0.2273773
    PC57 <= -0.07739355
    PC99 <= 1.25466
    ->  class 2\|1  [0.896]

Rule 39/227: (9.8/0.3, lift 10.1)
    PC1 <= -0.430681
    PC2 <= 2.55875
    PC8 > -0.2273773
    PC8 <= 1.287458
    PC29 <= 0.277492
    PC63 <= 0.317041
    PC77 > -0.3573841
    PC86 <= -0.6032382
    ->  class 2\|1  [0.894]

Rule 39/228: (6.7, lift 10.0)
    PC1 <= -0.430681
    PC2 <= 2.55875
    PC8 > -0.2273773
    PC8 <= 1.287458
    PC22 <= -0.7614354
    PC32 > 1.080204
    ->  class 2\|1  [0.885]

Rule 39/229: (20.9/1.9, lift 9.9)
    PC2 <= -1.025067
    PC8 > -0.2273773
    PC20 <= -0.09974828
    PC22 <= -0.7614354
    PC32 <= 1.080204
    PC63 <= 0.317041
    PC77 > -0.3573841
    ->  class 2\|1  [0.875]

Rule 39/230: (79.3/11.6, lift 9.5)
    PC1 <= -0.430681
    PC8 > 1.287458
    PC11 > -0.4132314
    PC16 > 0.5878427
    PC21 > -0.2469342
    ->  class 2\|1  [0.845]

Rule 39/231: (70.4/12, lift 9.2)
    PC1 <= -0.430681
    PC2 <= 2.55875
    PC9 <= 3.152035
    PC11 > -0.4132314
    PC16 <= 0.5878427
    PC46 > -0.6365138
    PC66 > -0.8837565
    PC70 > -0.04271099
    PC99 > 0.6244007
    ->  class 2\|1  [0.820]

Rule 39/232: (106.9/21.4, lift 8.9)
    PC1 > -0.430681
    PC1 <= 13.49866
    PC2 <= 0.01692233
    PC3 <= 0.6922847
    PC8 > -0.3459052
    PC12 <= 1.105177
    PC43 > -0.6060647
    ->  class 2\|1  [0.794]

Rule 39/233: (50.1/17.4, lift 7.3)
    PC1 <= -0.430681
    PC2 <= 2.55875
    PC8 > -2.62821
    PC8 <= -0.2273773
    PC32 > 1.590739
    PC41 <= 4.386878
    ->  class 2\|1  [0.647]

Rule 39/234: (245.7/135, lift 5.1)
    PC2 <= 2.55875
    PC38 > 0.7644677
    PC47 > -0.7832964
    ->  class 2\|1  [0.451]

Rule 39/235: (120.1, lift 11.6)
    PC1 <= -0.430681
    PC2 <= 2.55875
    PC8 > -2.62821
    PC8 <= -0.2273773
    PC12 <= 5.358043
    PC19 > -3.158902
    PC28 > 0.0412527
    PC40 <= -0.1899481
    PC42 > -0.7118903
    PC47 > -0.7832964
    PC49 <= 0.2432707
    PC99 <= 1.25466
    ->  class 2\|2  [0.992]

Rule 39/236: (98.2, lift 11.6)
    PC1 <= -0.430681
    PC2 <= 2.55875
    PC3 <= 0.5599917
    PC8 > -0.2273773
    PC8 <= 1.287458
    PC22 <= -0.7614354
    PC32 <= 1.080204
    PC58 > -0.5089615
    PC77 <= -0.3573841
    ->  class 2\|2  [0.990]

Rule 39/237: (58.9, lift 11.5)
    PC1 <= -0.430681
    PC2 > -9.096021
    PC2 <= 2.55875
    PC8 > -2.62821
    PC8 <= -0.2273773
    PC30 > 0.2510994
    PC57 <= -0.07739355
    PC99 <= 1.25466
    ->  class 2\|2  [0.984]

Rule 39/238: (59.5, lift 11.5)
    PC2 <= 2.55875
    PC8 > -2.62821
    PC8 <= -0.2273773
    PC12 <= 5.358043
    PC40 <= -0.1899481
    PC47 > -0.7832964
    PC49 <= 0.2432707
    PC57 > -0.07739355
    PC77 <= -0.626523
    PC99 <= 1.25466
    ->  class 2\|2  [0.984]

Rule 39/239: (42.4, lift 11.4)
    PC1 <= -0.430681
    PC2 <= 2.55875
    PC8 > -2.62821
    PC8 <= -0.2273773
    PC19 > -3.158902
    PC22 <= -1.940235
    PC57 <= -0.07739355
    ->  class 2\|2  [0.977]

Rule 39/240: (60.9/0.8, lift 11.3)
    PC1 <= -0.430681
    PC8 <= -2.62821
    PC29 > -0.09083584
    PC38 > 0.1810578
    PC44 <= -0.1750468
    PC64 > -0.2974173
    ->  class 2\|2  [0.972]

Rule 39/241: (32.2, lift 11.3)
    PC1 <= -0.430681
    PC8 > -0.2273773
    PC8 <= 1.287458
    PC26 > -2.54387
    PC31 <= -1.176966
    PC44 <= 0.6021686
    PC97 <= 0.1705244
    ->  class 2\|2  [0.971]

Rule 39/242: (303.4/8.1, lift 11.3)
    PC1 <= -0.430681
    PC2 > -9.096021
    PC2 <= 2.55875
    PC8 > -2.62821
    PC8 <= -0.2273773
    PC15 > -2.471447
    PC32 <= 1.590739
    PC57 <= -0.07739355
    PC64 > -0.1138732
    PC100 <= 1.58743
    ->  class 2\|2  [0.970]

Rule 39/243: (92.6/2.2, lift 11.3)
    PC1 <= -0.430681
    PC2 <= 2.55875
    PC8 > -1.285739
    PC8 <= -0.2273773
    PC41 <= 0.1692249
    PC47 > -0.7832964
    PC56 <= 0.3285091
    PC63 > 0.05145318
    PC99 <= 1.25466
    ->  class 2\|2  [0.967]

Rule 39/244: (22.5, lift 11.2)
    PC1 > -0.430681
    PC1 <= 13.49866
    PC2 <= 2.55875
    PC3 <= 0.6922847
    PC8 <= -0.3459052
    PC10 > -0.7764253
    PC43 > -0.6060647
    PC56 <= 2.073715
    PC70 > 0.1453745
    ->  class 2\|2  [0.958]

Rule 39/245: (28.5/0.6, lift 11.1)
    PC1 <= -0.430681
    PC2 <= 2.55875
    PC8 > -0.2273773
    PC8 <= 1.287458
    PC19 <= 0.2757997
    PC44 <= 0.6021686
    PC66 <= 0.661222
    PC68 <= 1.793477
    PC80 <= -0.1200641
    PC94 <= 0.3240114
    PC97 <= 0.1705244
    ->  class 2\|2  [0.948]

Rule 39/246: (28/0.7, lift 11.0)
    PC1 <= -0.430681
    PC2 <= 2.55875
    PC8 > -1.285739
    PC8 <= -0.2273773
    PC32 <= 1.590739
    PC40 > -0.1899481
    PC56 <= 0.3285091
    PC84 <= -0.2374118
    PC99 <= 1.25466
    ->  class 2\|2  [0.944]

Rule 39/247: (15.8, lift 11.0)
    PC1 <= -0.430681
    PC2 <= 2.55875
    PC8 <= -0.2273773
    PC20 > 0.8294119
    ->  class 2\|2  [0.943]

Rule 39/248: (252.2/14.7, lift 10.9)
    PC1 <= -0.430681
    PC2 <= -1.025067
    PC8 > -0.2273773
    PC8 <= 1.287458
    PC19 > -2.317307
    PC20 > -0.09974828
    PC22 <= -0.7614354
    PC29 <= 0.277492
    PC46 > -0.7793728
    PC58 > -0.5089615
    PC64 <= 0.4881098
    PC86 > -0.6032382
    ->  class 2\|2  [0.938]

Rule 39/249: (75.1/3.8, lift 10.9)
    PC2 <= 2.55875
    PC8 > -2.62821
    PC8 <= -0.2273773
    PC32 <= 1.590739
    PC38 <= 0.7644677
    PC47 > -0.7832964
    PC88 > 0.5616017
    PC99 <= 1.25466
    ->  class 2\|2  [0.937]

Rule 39/250: (243.8/15.4, lift 10.9)
    PC1 <= -0.430681
    PC2 <= -1.025067
    PC8 > -0.2273773
    PC8 <= 1.287458
    PC19 > -2.317307
    PC22 <= -0.7614354
    PC29 <= 0.277492
    PC32 <= 1.080204
    PC58 > -0.5089615
    PC84 <= 0.1066182
    PC86 > -0.6032382
    ->  class 2\|2  [0.933]

Rule 39/251: (45.2/2.3, lift 10.9)
    PC1 <= -0.430681
    PC8 > 1.287458
    PC21 <= -0.2469342
    PC22 <= -1.207938
    PC28 > -0.05422229
    ->  class 2\|2  [0.931]

Rule 39/252: (17.3/0.7, lift 10.6)
    PC1 <= -0.430681
    PC2 <= 2.55875
    PC8 > -0.2273773
    PC8 <= 1.287458
    PC26 <= -2.54387
    PC44 <= 0.6021686
    PC68 <= 1.793477
    PC97 <= 0.1705244
    ->  class 2\|2  [0.911]

Rule 39/253: (150.2/13, lift 10.6)
    PC1 <= -0.430681
    PC3 <= 0.5599917
    PC6 > 1.470308
    PC8 > -0.2273773
    PC8 <= 1.287458
    PC97 <= 0.1705244
    ->  class 2\|2  [0.908]

Rule 39/254: (8.7, lift 10.6)
    PC1 <= -0.430681
    PC2 <= 2.55875
    PC38 <= 0.1810578
    PC92 <= 0.1141436
    PC96 > 1.184819
    ->  class 2\|2  [0.907]

Rule 39/255: (8.5, lift 10.5)
    PC1 <= -0.430681
    PC2 <= 2.55875
    PC8 > -0.2273773
    PC21 > -0.2469342
    PC62 <= -0.8582608
    PC63 > 0.1867689
    ->  class 2\|2  [0.902]

Rule 39/256: (7.8, lift 10.5)
    PC1 > -0.430681
    PC1 <= 13.49866
    PC2 <= 2.55875
    PC3 <= 0.6922847
    PC8 > -0.3459052
    PC16 > -0.9735159
    PC21 <= -0.2623605
    PC43 > -0.6060647
    ->  class 2\|2  [0.897]

Rule 39/257: (25.7/1.9, lift 10.5)
    PC1 <= -0.430681
    PC2 <= 2.55875
    PC8 > -1.285739
    PC8 <= -0.2273773
    PC12 <= 5.358043
    PC32 <= 1.590739
    PC40 > -0.1899481
    PC56 > 0.3285091
    PC57 > -0.07739355
    PC88 <= 0.5616017
    PC92 <= 1.721657
    ->  class 2\|2  [0.897]

Rule 39/258: (7.6, lift 10.5)
    PC1 <= -0.430681
    PC2 <= 2.55875
    PC8 > -2.62821
    PC8 <= -0.2273773
    PC17 > -0.1166614
    PC47 <= -0.7832964
    PC90 > 0.2148222
    ->  class 2\|2  [0.896]

Rule 39/259: (316.9/34.7, lift 10.4)
    PC1 <= -0.430681
    PC2 <= 2.55875
    PC8 > -2.336766
    PC8 <= -0.2273773
    PC15 > -0.9110194
    PC19 > -3.158902
    PC29 <= 0.2325281
    PC39 > -0.2864337
    PC40 <= -0.1899481
    PC47 > -0.7832964
    PC49 <= 0.2432707
    PC60 <= 0.843891
    PC93 > -0.547581
    ->  class 2\|2  [0.888]

Rule 39/260: (6.1, lift 10.2)
    PC1 <= -0.430681
    PC7 <= 0.1065531
    PC8 > 1.287458
    PC21 <= -0.2469342
    ->  class 2\|2  [0.876]

Rule 39/261: (8.8/0.3, lift 10.2)
    PC1 <= -0.430681
    PC2 <= 2.55875
    PC8 > -2.62821
    PC8 <= -0.2273773
    PC47 <= -0.7832964
    PC67 > 0.4644364
    PC90 <= 0.2148222
    ->  class 2\|2  [0.875]

Rule 39/262: (7.5/0.3, lift 10.1)
    PC1 <= -0.430681
    PC8 > 1.287458
    PC21 <= -0.2469342
    PC68 <= -2.154415
    PC100 <= 2.978919
    ->  class 2\|2  [0.863]

Rule 39/263: (19/1.9, lift 10.1)
    PC1 <= -0.430681
    PC2 <= 2.55875
    PC8 > -1.285739
    PC8 <= -0.2273773
    PC32 <= 1.590739
    PC34 <= -0.2755883
    PC40 > -0.1899481
    ->  class 2\|2  [0.862]

Rule 39/264: (15.9/1.6, lift 9.9)
    PC1 <= -0.430681
    PC2 <= 2.55875
    PC8 > -0.2273773
    PC8 <= 1.287458
    PC44 <= 0.6021686
    PC61 > 1.509585
    PC97 <= 0.1705244
    ->  class 2\|2  [0.852]

Rule 39/265: (7.3/0.4, lift 9.9)
    PC1 <= -0.430681
    PC6 > -3.270056
    PC8 > 1.274948
    PC8 <= 1.287458
    PC22 > -0.7614354
    PC97 <= 0.1705244
    ->  class 2\|2  [0.850]

Rule 39/266: (22.8/2.9, lift 9.8)
    PC1 <= -0.430681
    PC2 <= 2.55875
    PC8 > -0.2273773
    PC8 <= 1.287458
    PC61 <= 1.509585
    PC68 <= 1.793477
    PC93 <= -0.400843
    PC94 <= 0.3240114
    PC97 <= 0.1705244
    ->  class 2\|2  [0.841]

Rule 39/267: (62.2/10.5, lift 9.6)
    PC1 <= -0.430681
    PC2 <= 2.55875
    PC6 > -3.270056
    PC8 > -0.2273773
    PC8 <= 1.287458
    PC35 > 0.523963
    PC44 <= 0.6021686
    PC61 <= 1.509585
    PC66 <= 0.661222
    PC68 <= 1.793477
    PC94 <= 0.3240114
    ->  class 2\|2  [0.821]

Rule 39/268: (47.9/8.1, lift 9.5)
    PC1 <= -0.430681
    PC2 <= 2.55875
    PC21 > -0.2469342
    PC51 > 0.5668929
    PC63 > 0.1867689
    ->  class 2\|2  [0.817]

Rule 39/269: (95.2/19.1, lift 9.3)
    PC1 <= -0.430681
    PC2 <= 2.55875
    PC8 > -0.2273773
    PC8 <= 1.287458
    PC44 <= 0.6021686
    PC68 <= 1.793477
    PC85 <= -0.8085726
    PC97 <= 0.1705244
    ->  class 2\|2  [0.793]

Rule 39/270: (7.8/1.3, lift 8.9)
    PC1 <= -0.430681
    PC8 > 1.287458
    PC21 > -0.2469342
    PC33 > 0.4938559
    PC63 > 0.1867689
    ->  class 2\|2  [0.763]

Rule 39/271: (98.1/27.3, lift 8.4)
    PC1 <= -0.430681
    PC8 > -2.62821
    PC8 <= -0.2273773
    PC41 > 4.386878
    ->  class 2\|2  [0.718]

Rule 39/272: (35.5/11.2, lift 7.9)
    PC2 <= 2.55875
    PC8 > -2.62821
    PC8 <= -0.2273773
    PC12 <= 5.358043
    PC39 <= -0.2864337
    PC40 <= -0.1899481
    PC47 > -0.7832964
    ->  class 2\|2  [0.675]

Rule 39/273: (73.3/32.7, lift 6.5)
    PC1 <= -0.430681
    PC2 <= 2.55875
    PC6 <= 0.2609354
    PC8 > -2.62821
    PC8 <= -0.2273773
    PC17 > -1.418713
    PC99 > 1.25466
    ->  class 2\|2  [0.553]

Rule 39/274: (420.3/287.8, lift 3.7)
    PC2 <= 2.55875
    PC3 <= 0.6922847
    PC10 > -0.7764253
    PC43 > -0.6060647
    PC48 > 0.3987271
    PC56 <= 2.073715
    ->  class 2\|2  [0.316]

Rule 39/275: (157.8, lift 8.2)
    PC1 <= -0.430681
    PC8 <= -2.62821
    PC16 > 0.3730076
    PC38 <= 0.1810578
    PC69 > -0.275814
    PC96 <= 0.2890086
    ->  class 2\|3  [0.994]

Rule 39/276: (171.7, lift 8.2)
    PC1 <= -0.430681
    PC8 <= -2.62821
    PC38 <= 0.1810578
    PC92 <= 0.1141436
    PC96 > 0.2890086
    PC96 <= 1.184819
    ->  class 2\|3  [0.994]

Rule 39/277: (147.3, lift 8.2)
    PC1 <= -0.430681
    PC8 <= -2.62821
    PC38 <= 0.1810578
    PC40 <= 0.5148097
    PC41 > 0.003631286
    PC92 <= 0.1141436
    ->  class 2\|3  [0.993]

Rule 39/278: (132.6, lift 8.2)
    PC1 <= -0.430681
    PC8 <= -2.62821
    PC20 <= 0.8294119
    PC22 <= -1.900676
    PC38 <= 0.1810578
    ->  class 2\|3  [0.993]

Rule 39/279: (315.8/1.7, lift 8.2)
    PC1 <= -0.430681
    PC8 <= -2.62821
    PC15 > 0.5518562
    PC38 <= 0.1810578
    PC40 <= 0.5148097
    ->  class 2\|3  [0.991]

Rule 39/280: (112.1, lift 8.2)
    PC1 <= -0.430681
    PC8 <= -2.62821
    PC38 <= 0.1810578
    PC40 <= 0.5148097
    PC52 > -0.2141742
    PC70 > 0.1558924
    PC92 <= 0.1141436
    ->  class 2\|3  [0.991]

Rule 39/281: (113/0.1, lift 8.2)
    PC2 <= 2.55875
    PC8 <= -2.62821
    PC11 > -4.440385
    PC16 <= 0.3730076
    PC40 <= 0.5148097
    PC49 > 0.1237005
    PC61 <= 0.7489235
    PC69 > -0.275814
    PC70 <= 0.1558924
    PC92 <= 0.1141436
    PC98 <= 0.4949355
    ->  class 2\|3  [0.990]

Rule 39/282: (100.2, lift 8.2)
    PC1 <= -0.430681
    PC8 <= -2.62821
    PC52 <= -0.2141742
    PC69 > -0.275814
    PC95 <= 0.6538091
    ->  class 2\|3  [0.990]

Rule 39/283: (99.7, lift 8.2)
    PC1 <= -0.430681
    PC8 <= -2.62821
    PC29 <= -0.09083584
    PC38 > 0.1810578
    ->  class 2\|3  [0.990]

Rule 39/284: (141.3/0.5, lift 8.2)
    PC1 <= -0.430681
    PC8 <= -2.62821
    PC69 > -0.275814
    PC86 <= -0.5655568
    ->  class 2\|3  [0.989]

Rule 39/285: (67.7, lift 8.2)
    PC1 > -0.430681
    PC1 <= 7.978601
    PC3 <= 0.6922847
    PC8 <= -0.3459052
    PC10 > -0.7764253
    PC16 > -0.9735159
    PC43 > -0.6060647
    PC48 <= 0.3987271
    PC60 <= 0.6620334
    PC63 > -0.6186758
    PC70 <= 0.1453745
    ->  class 2\|3  [0.986]

Rule 39/286: (67.9, lift 8.2)
    PC1 <= -0.430681
    PC8 <= -2.62821
    PC11 > -4.440385
    PC40 <= 0.5148097
    PC61 <= -0.3522285
    PC92 <= 0.1141436
    ->  class 2\|3  [0.986]

Rule 39/287: (53.9, lift 8.1)
    PC2 <= 2.55875
    PC10 <= -0.7764253
    PC65 <= -2.456367
    ->  class 2\|3  [0.982]

Rule 39/288: (53.4, lift 8.1)
    PC2 <= 2.55875
    PC8 > -2.62821
    PC8 <= -2.336766
    PC19 > -3.158902
    PC32 <= 1.590739
    PC39 > -0.2864337
    PC47 > -0.7832964
    PC57 > -0.07739355
    PC77 > -0.626523
    PC93 > -0.547581
    PC99 <= 1.25466
    ->  class 2\|3  [0.982]

Rule 39/289: (48.9, lift 8.1)
    PC8 <= -0.2273773
    PC15 <= 0.5518562
    PC26 > 3.239936
    PC69 > -0.275814
    PC70 <= 0.1558924
    PC95 <= 0.6538091
    ->  class 2\|3  [0.980]

Rule 39/290: (248/4, lift 8.1)
    PC1 <= -0.430681
    PC8 <= -2.62821
    PC11 > -4.440385
    PC16 > -0.2225345
    PC38 <= 0.1810578
    PC40 <= 0.5148097
    PC61 <= 0.7489235
    PC92 <= 0.1141436
    ->  class 2\|3  [0.980]

Rule 39/291: (103.4/1.3, lift 8.1)
    PC1 > -0.430681
    PC8 <= -1.538053
    PC10 <= -0.7764253
    PC17 > 0.5405993
    PC36 > -4.764976
    PC50 > -0.5103108
    PC79 > -0.3699443
    ->  class 2\|3  [0.978]

Rule 39/292: (90.5/1.3, lift 8.1)
    PC1 <= -0.430681
    PC2 <= 2.55875
    PC8 > -1.285739
    PC8 <= -0.2273773
    PC34 > -0.2755883
    PC40 > -0.1899481
    PC47 > -0.7832964
    PC56 <= 0.3285091
    PC57 > -0.07739355
    PC63 <= 0.05145318
    PC84 > -0.2374118
    PC88 <= 0.5616017
    PC92 <= 1.721657
    PC99 <= 1.25466
    ->  class 2\|3  [0.975]

Rule 39/293: (36, lift 8.1)
    PC1 <= -0.430681
    PC2 <= 2.55875
    PC8 > -2.62821
    PC8 <= -0.2273773
    PC28 <= 0.0412527
    PC39 > -0.2864337
    PC40 <= -0.1899481
    PC57 > -0.07739355
    PC77 > -0.626523
    PC93 <= -0.547581
    ->  class 2\|3  [0.974]

Rule 39/294: (36.4, lift 8.1)
    PC1 <= -0.430681
    PC2 <= 2.55875
    PC8 > -2.336766
    PC8 <= -0.2273773
    PC28 <= 0.0412527
    PC29 > 0.2325281
    PC47 > -0.7832964
    PC57 > -0.07739355
    PC77 > -0.626523
    PC93 > -0.547581
    ->  class 2\|3  [0.973]

Rule 39/295: (99.7/1.9, lift 8.0)
    PC1 <= -0.430681
    PC2 <= 2.55875
    PC8 <= -0.2273773
    PC15 <= 0.5518562
    PC40 <= 0.5148097
    PC64 <= -1.235846
    PC69 > -0.275814
    PC95 <= 0.6538091
    PC98 <= 0.4949355
    ->  class 2\|3  [0.972]

Rule 39/296: (27.6, lift 8.0)
    PC1 <= -0.430681
    PC2 <= 2.55875
    PC8 <= -0.2273773
    PC47 <= -0.7832964
    PC60 > -0.261863
    PC67 <= 0.4644364
    PC71 <= -0.3139012
    ->  class 2\|3  [0.966]

Rule 39/297: (169.5/4.8, lift 8.0)
    PC8 <= -2.62821
    PC9 > -5.08159
    PC11 <= 2.651124
    PC16 <= -0.2225345
    PC22 > -1.900676
    PC24 > 0.01583149
    PC40 <= 0.5148097
    PC41 <= 0.003631286
    PC61 <= 0.7489235
    PC68 <= 1.7271
    PC74 <= 0.2941982
    PC88 > -0.2028688
    PC91 > -0.249226
    PC96 <= 0.2890086
    PC98 <= 0.4949355
    ->  class 2\|3  [0.966]

Rule 39/298: (273.2/8.2, lift 8.0)
    PC8 > -2.62821
    PC8 <= -0.2273773
    PC19 > -3.158902
    PC32 <= 1.590739
    PC40 > -0.1899481
    PC41 > 0.1692249
    PC47 > -0.7832964
    PC56 <= 0.3285091
    PC57 > -0.07739355
    PC84 > -0.2374118
    PC99 <= 1.25466
    ->  class 2\|3  [0.966]

Rule 39/299: (23.6, lift 7.9)
    PC1 <= -0.430681
    PC8 <= -2.62821
    PC38 > 0.1810578
    PC44 > -0.1750468
    PC64 > -0.2974173
    ->  class 2\|3  [0.961]

Rule 39/300: (22.5, lift 7.9)
    PC1 <= -0.430681
    PC2 <= 2.55875
    PC8 <= -0.2273773
    PC47 <= -0.7832964
    PC67 <= 0.4644364
    PC87 > 0.4466424
    PC90 <= 0.2148222
    ->  class 2\|3  [0.959]

Rule 39/301: (60.2/1.6, lift 7.9)
    PC1 <= -0.430681
    PC2 <= 2.55875
    PC8 <= -0.2273773
    PC16 <= -0.2225345
    PC26 <= 3.239936
    PC52 > -0.2141742
    PC69 > -0.275814
    PC80 <= -0.7659971
    PC92 <= 0.1141436
    PC95 <= 0.6538091
    PC98 <= 0.4949355
    ->  class 2\|3  [0.959]

Rule 39/302: (21.8, lift 7.9)
    PC1 <= -0.430681
    PC6 > 0.2609354
    PC8 > -2.62821
    PC8 <= -0.2273773
    PC99 > 1.25466
    ->  class 2\|3  [0.958]

Rule 39/303: (88.3/2.8, lift 7.9)
    PC2 <= 2.55875
    PC8 <= -2.62821
    PC38 <= 0.1810578
    PC95 > 0.6538091
    PC96 <= 0.2890086
    ->  class 2\|3  [0.958]

Rule 39/304: (360.4/16.4, lift 7.9)
    PC1 <= -0.430681
    PC8 > -2.62821
    PC8 <= -1.285739
    PC19 > -3.158902
    PC20 <= 0.5067332
    PC32 <= 1.590739
    PC33 > -0.8428777
    PC40 > -0.1899481
    PC47 > -0.7832964
    PC57 > -0.07739355
    PC71 <= 12.00661
    PC88 <= 0.5616017
    PC92 <= 1.721657
    PC99 <= 1.25466
    ->  class 2\|3  [0.952]

Rule 39/305: (37.2/0.9, lift 7.9)
    PC1 <= -0.430681
    PC2 <= 2.55875
    PC8 > -2.62821
    PC8 <= -0.2273773
    PC19 > -3.158902
    PC28 <= 0.0412527
    PC40 <= -0.1899481
    PC47 > -0.7832964
    PC57 > -0.07739355
    PC60 > 0.843891
    PC77 > -0.626523
    ->  class 2\|3  [0.951]

Rule 39/306: (50.7/1.7, lift 7.8)
    PC1 <= -0.430681
    PC8 > -2.62821
    PC8 <= -0.2273773
    PC19 <= -3.158902
    PC95 <= 0.09751627
    ->  class 2\|3  [0.949]

Rule 39/307: (385.4/21.5, lift 7.8)
    PC1 <= -0.430681
    PC8 <= -2.62821
    PC20 <= 0.8294119
    PC38 <= 0.1810578
    PC60 > -1.235199
    PC69 > -0.275814
    PC92 > 0.1141436
    ->  class 2\|3  [0.942]

Rule 39/308: (87.8/4.5, lift 7.8)
    PC1 > -0.430681
    PC2 <= 2.55875
    PC8 <= -1.538053
    PC17 > 0.5405993
    PC31 <= -0.2692264
    ->  class 2\|3  [0.939]

Rule 39/309: (84.8/5, lift 7.7)
    PC1 <= -0.430681
    PC2 <= 2.55875
    PC8 <= -0.2273773
    PC17 <= -0.1166614
    PC32 <= 1.590739
    PC47 <= -0.7832964
    PC60 > -0.261863
    PC90 > 0.2148222
    PC99 <= 1.25466
    ->  class 2\|3  [0.931]

Rule 39/310: (93.1/5.9, lift 7.7)
    PC1 <= -0.430681
    PC8 <= -2.62821
    PC40 <= 0.5148097
    PC86 > -0.5655568
    PC92 <= 0.1141436
    PC95 <= 0.6538091
    PC98 > 0.4949355
    ->  class 2\|3  [0.928]

Rule 39/311: (11.6, lift 7.7)
    PC1 <= -0.430681
    PC2 <= 2.55875
    PC12 <= 5.358043
    PC17 <= -1.418713
    PC99 > 1.25466
    ->  class 2\|3  [0.927]

Rule 39/312: (97.9/8.7, lift 7.5)
    PC1 <= -0.430681
    PC2 <= 2.55875
    PC8 > -2.62821
    PC8 <= -0.2273773
    PC11 <= 0.7563304
    PC22 > -1.940235
    PC30 <= 0.2510994
    PC57 <= -0.07739355
    PC64 <= -0.1138732
    ->  class 2\|3  [0.903]

Rule 39/313: (5, lift 7.1)
    PC1 <= -0.430681
    PC8 <= -2.62821
    PC25 > 0.2722737
    PC69 <= -0.275814
    ->  class 2\|3  [0.858]

Rule 39/314: (12194.2/9783.9, lift 1.6)
    PC2 <= 2.55875
    ->  class 2\|3  [0.198]

Rule 39/315: (70.2, lift 16.3)
    PC1 <= -0.430681
    PC8 <= -2.62821
    PC15 <= 2.047283
    PC25 <= 0.2722737
    PC38 <= 0.1810578
    PC69 <= -0.275814
    ->  class 2\|4  [0.986]

Rule 39/316: (60.2, lift 16.3)
    PC1 <= -0.430681
    PC2 <= 2.55875
    PC8 > -2.62821
    PC8 <= -0.2273773
    PC47 <= -0.7832964
    PC71 > -0.3139012
    PC87 <= 0.4466424
    PC90 <= 0.2148222
    ->  class 2\|4  [0.984]

Rule 39/317: (16.1, lift 15.6)
    PC1 > -0.430681
    PC2 <= 2.55875
    PC36 <= -4.764976
    ->  class 2\|4  [0.945]

Rule 39/318: (9.4, lift 15.1)
    PC1 <= -0.430681
    PC8 <= -2.62821
    PC38 <= 0.1810578
    PC60 <= -1.235199
    PC69 > -0.275814
    PC92 > 0.1141436
    ->  class 2\|4  [0.912]

Rule 39/319: (121/21.8, lift 13.5)
    PC1 <= -0.430681
    PC8 <= -0.2273773
    PC19 <= -3.158902
    PC95 > 0.09751627
    ->  class 2\|4  [0.815]

Rule 39/320: (1342.3/377.5, lift 11.9)
    PC1 <= -0.430681
    PC8 <= -2.62821
    PC16 <= 0.3730076
    PC22 > -1.900676
    PC38 <= 0.1810578
    PC92 <= 0.1141436
    PC96 <= 0.2890086
    ->  class 2\|4  [0.718]

Rule 39/321: (4066.3/2920.1, lift 4.7)
    PC1 <= 13.49866
    PC3 <= 0.6922847
    PC8 <= -0.3459052
    PC43 > -0.6060647
    ->  class 2\|4  [0.282]

Default class: 2\|3

-----  Trial 40:  -----

Rules:

Rule 40/1: (139.9, lift 15.3)
    PC10 <= 0.3210255
    PC18 > 1.10851
    PC26 <= 0.4101508
    PC55 > -0.4299491
    PC58 <= 1.271381
    PC62 <= -1.128852
    PC91 <= 2.739873
    ->  class 0\|0  [0.993]

Rule 40/2: (132.1/0.6, lift 15.3)
    PC9 > 0.3695618
    PC13 > -2.659486
    PC15 <= 1.107655
    PC18 > 1.10851
    PC25 <= 0.3504735
    PC26 <= 0.6631289
    PC90 > 0.01038056
    PC97 <= 0.4528768
    ->  class 0\|0  [0.988]

Rule 40/3: (77.6, lift 15.3)
    PC10 <= 0.3210255
    PC18 > 1.10851
    PC25 <= 0.3504735
    PC26 <= 0.6631289
    PC46 > -0.9628707
    PC51 <= 0.4514077
    PC63 <= -0.6654019
    PC87 > -0.3462511
    PC91 <= 2.739873
    ->  class 0\|0  [0.987]

Rule 40/4: (58.2, lift 15.2)
    PC10 <= 0.3210255
    PC18 > 1.10851
    PC46 > -0.9628707
    PC57 > 1.704421
    PC87 > -0.3462511
    ->  class 0\|0  [0.983]

Rule 40/5: (58.1, lift 15.2)
    PC10 <= 0.3210255
    PC18 > 1.10851
    PC26 <= 0.6631289
    PC40 > 2.846748
    ->  class 0\|0  [0.983]

Rule 40/6: (47.4, lift 15.1)
    PC2 > 2.55875
    PC10 <= 0.3210255
    PC18 > -0.4683644
    PC26 <= 0.6631289
    PC45 <= 1.476614
    PC61 <= -1.017493
    PC62 > -1.128852
    ->  class 0\|0  [0.980]

Rule 40/7: (367.7/6.9, lift 15.1)
    PC10 <= 0.3210255
    PC13 > -2.659486
    PC13 <= 0.8594266
    PC15 > -0.3381051
    PC15 <= 1.107655
    PC17 > -0.2672459
    PC18 > 1.10851
    PC25 <= 0.3504735
    PC26 <= 0.6631289
    PC29 <= 0.7184581
    PC40 > -1.098295
    PC41 <= 0.1680759
    PC45 <= 1.476614
    PC51 <= 0.4514077
    PC54 <= 1.148667
    PC55 > -0.1637216
    PC63 <= 0.8754896
    PC87 > -0.3462511
    PC95 <= 0.878783
    PC97 <= 0.4528768
    PC99 > -0.4938342
    ->  class 0\|0  [0.979]

Rule 40/8: (41.8, lift 15.1)
    PC2 > 2.55875
    PC10 <= 0.3210255
    PC18 > -0.4683644
    PC18 <= 1.10851
    PC31 > 0.1222497
    PC48 > 0.360111
    ->  class 0\|0  [0.977]

Rule 40/9: (41.2, lift 15.1)
    PC2 > 2.55875
    PC10 <= 0.3210255
    PC18 > 1.10851
    PC26 <= 0.6631289
    PC73 > 1.594248
    PC91 <= 2.739873
    ->  class 0\|0  [0.977]

Rule 40/10: (22.9, lift 14.8)
    PC2 > 2.55875
    PC3 <= 1.640775
    PC10 <= 0.3210255
    PC18 > -0.4683644
    PC18 <= 1.10851
    PC31 > 0.1222497
    PC60 <= -1.01961
    ->  class 0\|0  [0.960]

Rule 40/11: (205.8/8.3, lift 14.8)
    PC10 <= 0.3210255
    PC18 > 1.10851
    PC26 <= 0.6631289
    PC53 <= -0.8872005
    PC56 <= 1.233425
    PC81 <= 0.9786295
    PC91 <= 2.739873
    PC99 > -0.4938342
    ->  class 0\|0  [0.955]

Rule 40/12: (20.4, lift 14.8)
    PC10 <= 0.3210255
    PC13 <= -1.609587
    PC18 > 1.10851
    PC25 <= 0.3504735
    PC26 <= 0.6631289
    PC51 <= 0.4514077
    PC87 > -0.3462511
    PC97 > 0.4528768
    PC99 > -0.4938342
    ->  class 0\|0  [0.955]

Rule 40/13: (18, lift 14.7)
    PC2 > 2.55875
    PC10 <= 0.3210255
    PC18 > -0.4683644
    PC18 <= 1.10851
    PC100 > 1.445354
    ->  class 0\|0  [0.950]

Rule 40/14: (15.5, lift 14.6)
    PC6 > 0.2363138
    PC18 > 1.10851
    PC99 <= -0.4938342
    ->  class 0\|0  [0.943]

Rule 40/15: (7.1, lift 13.8)
    PC10 <= -3.437637
    PC18 > 1.10851
    PC51 > 0.4514077
    ->  class 0\|0  [0.890]

Rule 40/16: (25/3.3, lift 13.0)
    PC13 <= 11.79328
    PC18 > 2.837034
    PC29 <= -2.842779
    ->  class 0\|0  [0.840]

Rule 40/17: (837.3/244, lift 10.9)
    PC2 > 2.55875
    PC2 <= 6.645036
    PC18 > 2.837034
    ->  class 0\|0  [0.708]

Rule 40/18: (89.8/32, lift 9.9)
    PC2 > 2.55875
    PC3 > -1.949545
    PC3 <= 1.640775
    PC10 <= 0.3210255
    PC18 > -0.4683644
    PC68 <= -0.3045403
    ->  class 0\|0  [0.641]

Rule 40/19: (89.3, lift 12.9)
    PC2 > 2.55875
    PC13 <= 1.379111
    PC15 > -0.06283547
    PC17 > -2.118566
    PC18 <= -0.4683644
    PC55 > 0.1656174
    PC59 <= 1.299831
    PC71 > -0.2379222
    PC92 <= 0.06742436
    PC94 > -0.03310882
    ->  class 0\|1  [0.989]

Rule 40/20: (70.5, lift 12.8)
    PC2 > 2.55875
    PC10 <= 0.3210255
    PC18 > 1.10851
    PC32 <= 0.4816558
    PC55 <= -0.4299491
    ->  class 0\|1  [0.986]

Rule 40/21: (55.1, lift 12.8)
    PC2 > 2.55875
    PC3 <= 1.640775
    PC7 <= -0.7224794
    PC17 > -2.435324
    PC18 <= -0.4683644
    PC31 <= 0.2440178
    PC59 > 0.05683263
    PC99 > -0.05028043
    ->  class 0\|1  [0.982]

Rule 40/22: (44.3, lift 12.7)
    PC10 <= 0.3210255
    PC18 > 1.10851
    PC56 > 1.233425
    ->  class 0\|1  [0.978]

Rule 40/23: (38.6, lift 12.7)
    PC10 <= 0.3210255
    PC18 > 1.10851
    PC40 <= 2.846748
    PC51 <= 0.4514077
    PC53 > -0.8872005
    PC62 > -1.128852
    PC87 <= -0.3462511
    PC99 > -0.4938342
    ->  class 0\|1  [0.975]

Rule 40/24: (49.9/0.3, lift 12.7)
    PC3 <= 1.640775
    PC9 <= 0.3695618
    PC10 <= 0.3210255
    PC13 > -2.659486
    PC17 > -0.2672459
    PC29 > 0.7184581
    PC40 <= 2.846748
    PC53 > -0.8872005
    PC63 <= 0.8754896
    PC99 > -0.4938342
    ->  class 0\|1  [0.975]

Rule 40/25: (124.7/2.5, lift 12.6)
    PC2 > 2.55875
    PC3 <= 1.640775
    PC10 > -7.303295
    PC10 <= 0.3210255
    PC13 > -1.609587
    PC18 > -0.4683644
    PC25 <= 0.3504735
    PC26 <= 0.6631289
    PC51 <= 0.4514077
    PC53 > -0.8872005
    PC57 <= 1.704421
    PC63 > -0.6654019
    PC97 > 0.4528768
    ->  class 0\|1  [0.972]

Rule 40/26: (32.9, lift 12.6)
    PC2 > 2.55875
    PC18 > 1.10851
    PC45 <= 1.476614
    PC51 <= 0.4514077
    PC53 > -0.8872005
    PC54 > 1.148667
    PC73 <= 1.594248
    PC81 <= 0.9786295
    ->  class 0\|1  [0.971]

Rule 40/27: (101.2/2.3, lift 12.6)
    PC6 <= 0.2363138
    PC10 <= 0.3210255
    PC18 > 1.10851
    PC40 <= 2.846748
    PC62 > -1.128852
    PC73 <= 1.594248
    PC99 <= -0.4938342
    ->  class 0\|1  [0.968]

Rule 40/28: (25.1, lift 12.5)
    PC10 <= -3.705888
    PC11 <= 0.08476353
    PC18 > -0.4683644
    PC18 <= 1.10851
    PC32 <= -0.1293325
    PC44 <= 0.7506639
    ->  class 0\|1  [0.963]

Rule 40/29: (131.4/5.8, lift 12.3)
    PC2 > 6.645036
    PC10 > 0.3210255
    PC13 <= 11.79328
    PC14 > -1.463531
    PC18 > 2.837034
    PC18 <= 9.219208
    PC29 > -2.842779
    PC73 > -4.510653
    ->  class 0\|1  [0.949]

Rule 40/30: (24.8/0.5, lift 12.3)
    PC2 > 2.55875
    PC10 <= 0.3210255
    PC18 > 1.10851
    PC91 > 2.739873
    ->  class 0\|1  [0.945]

Rule 40/31: (13.8, lift 12.2)
    PC2 > 2.55875
    PC3 <= 1.640775
    PC7 <= -0.7224794
    PC18 <= -0.4683644
    PC31 <= 0.2440178
    PC94 > 1.092788
    ->  class 0\|1  [0.937]

Rule 40/32: (96.3/6.5, lift 12.0)
    PC2 > 2.55875
    PC3 <= 1.640775
    PC8 > 0.07870036
    PC10 > 0.3210255
    PC18 > -0.4683644
    PC18 <= 2.837034
    PC43 <= 0.5513489
    ->  class 0\|1  [0.924]

Rule 40/33: (10.6, lift 12.0)
    PC2 > 2.55875
    PC3 <= 1.640775
    PC7 <= -0.7224794
    PC17 <= -2.435324
    PC31 <= 0.2440178
    PC55 > 0.8615937
    PC93 <= 5.160933
    ->  class 0\|1  [0.920]

Rule 40/34: (177.8/14.9, lift 11.9)
    PC1 <= -0.5375264
    PC10 > 0.3210255
    PC13 <= 11.79328
    PC14 > -1.463531
    PC18 > 2.837034
    PC29 > -1.321826
    PC39 > -2.411151
    PC73 > -2.006046
    PC84 > -1.120172
    PC90 > -4.016418
    PC90 <= 2.000473
    ->  class 0\|1  [0.911]

Rule 40/35: (32.2/2.6, lift 11.6)
    PC8 <= 0.07870036
    PC18 > -0.4683644
    PC18 <= 2.837034
    PC30 > 4.67459
    ->  class 0\|1  [0.894]

Rule 40/36: (160.6/30.3, lift 10.5)
    PC2 > 2.55875
    PC13 <= 0.8594266
    PC18 > 1.10851
    PC40 <= -1.098295
    PC62 > -1.128852
    PC63 > -0.6654019
    PC87 > -0.3462511
    ->  class 0\|1  [0.808]

Rule 40/37: (2245/1199.9, lift 6.1)
    PC2 > 2.55875
    PC3 <= 1.640775
    PC10 <= 0.3210255
    PC18 > -0.4683644
    ->  class 0\|1  [0.466]

Rule 40/38: (130.7/0.8, lift 10.9)
    PC3 <= 1.640775
    PC7 <= -0.7224794
    PC15 > -1.133783
    PC17 <= -2.435324
    PC18 <= -0.4683644
    PC19 <= 0.6091614
    PC34 > -1.631326
    PC55 <= 0.8615937
    PC90 > -1.23898
    PC93 <= 5.160933
    PC94 <= 1.092788
    ->  class 0\|2  [0.987]

Rule 40/39: (70.6, lift 10.9)
    PC2 > 2.55875
    PC3 <= 1.640775
    PC15 <= -0.06283547
    PC18 <= -0.4683644
    PC21 <= -0.5166969
    PC39 > -1.323409
    PC68 > -0.7868206
    PC73 > -0.1856315
    PC91 > -1.701883
    ->  class 0\|2  [0.986]

Rule 40/40: (63, lift 10.8)
    PC4 <= -7.600563
    PC7 > -0.7224794
    PC9 <= 0.1460268
    PC30 <= 0.3090181
    PC60 > -0.06275523
    PC82 > -0.5339634
    ->  class 0\|2  [0.985]

Rule 40/41: (65.6, lift 10.8)
    PC5 <= 2.657567
    PC15 <= -0.06283547
    PC18 <= -0.4683644
    PC21 > -0.5166969
    PC28 <= 0.2431758
    PC37 <= 1.744585
    PC40 <= 0.6709194
    PC85 <= 1.419576
    PC91 <= -1.349176
    ->  class 0\|2  [0.984]

Rule 40/42: (136/1.4, lift 10.8)
    PC4 <= -7.600563
    PC7 > -0.7224794
    PC18 <= -0.4683644
    PC60 <= -0.06275523
    ->  class 0\|2  [0.983]

Rule 40/43: (57.3, lift 10.8)
    PC4 <= -3.807837
    PC8 <= 0.07870036
    PC10 > 0.3210255
    PC16 <= 0.9105746
    PC18 > -0.4683644
    PC18 <= 2.837034
    PC42 > -2.565637
    ->  class 0\|2  [0.983]

Rule 40/44: (90.3/0.8, lift 10.8)
    PC1 <= -0.5771424
    PC10 > -7.05502
    PC15 > -0.06283547
    PC18 <= -0.4683644
    PC47 <= 2.154524
    PC55 <= 0.1656174
    PC71 > -0.5840223
    PC72 > -1.353595
    PC98 > 0.6952597
    ->  class 0\|2  [0.980]

Rule 40/45: (44.8, lift 10.8)
    PC3 <= 1.640775
    PC15 <= -0.06283547
    PC16 > 0.3789839
    PC18 <= -0.4683644
    PC28 <= -1.436036
    PC37 <= 1.744585
    PC51 > -0.09238394
    PC54 <= 0.8391724
    PC61 > -0.3986972
    PC83 <= 0.3728145
    ->  class 0\|2  [0.979]

Rule 40/46: (39, lift 10.7)
    PC2 > 2.55875
    PC7 > -0.7224794
    PC15 > -0.06283547
    PC18 <= -0.4683644
    PC37 > 1.119512
    PC55 > 0.1656174
    ->  class 0\|2  [0.976]

Rule 40/47: (32.5, lift 10.7)
    PC2 > 2.55875
    PC15 <= -0.06283547
    PC18 <= -0.4683644
    PC28 <= 0.2431758
    PC37 <= -0.801118
    PC51 > -0.09238394
    PC52 > -2.076772
    PC54 <= 0.8391724
    ->  class 0\|2  [0.971]

Rule 40/48: (28.6, lift 10.6)
    PC2 > 2.55875
    PC3 <= 1.640775
    PC8 > 0.07870036
    PC10 > 0.3210255
    PC18 <= 2.837034
    PC43 > 0.5513489
    ->  class 0\|2  [0.966]

Rule 40/49: (25.5, lift 10.6)
    PC3 <= 1.640775
    PC15 <= -0.06283547
    PC16 > 0.3789839
    PC18 <= -0.4683644
    PC21 > -0.5166969
    PC22 <= 0.6899561
    PC28 <= 0.2431758
    PC40 <= 0.6709194
    PC61 <= -0.3986972
    PC76 > -1.858976
    PC90 <= 0.3736668
    ->  class 0\|2  [0.964]

Rule 40/50: (24, lift 10.6)
    PC2 > 2.55875
    PC39 > -1.323409
    PC52 > -2.076772
    PC56 <= -5.526268
    PC76 > -1.858976
    ->  class 0\|2  [0.962]

Rule 40/51: (77.9/2.1, lift 10.6)
    PC2 > 2.55875
    PC3 <= 1.640775
    PC11 > 0.09857389
    PC15 > -0.06283547
    PC18 <= -0.4683644
    PC55 <= 0.1656174
    PC72 > -1.353595
    PC98 <= 0.6952597
    ->  class 0\|2  [0.961]

Rule 40/52: (47.6/1, lift 10.6)
    PC2 > 2.55875
    PC3 <= 1.640775
    PC9 <= 0.6222456
    PC15 > -0.06283547
    PC18 > -2.283772
    PC18 <= -0.4683644
    PC31 <= -0.1971016
    PC55 <= 0.1656174
    PC72 > -1.353595
    ->  class 0\|2  [0.960]

Rule 40/53: (34.9/0.5, lift 10.6)
    PC2 > 2.55875
    PC18 <= -0.4683644
    PC22 <= 0.6899561
    PC28 <= 0.2431758
    PC40 <= 0.6709194
    PC47 <= -0.1833746
    PC54 <= 0.8391724
    PC68 > -0.7868206
    PC76 > -1.858976
    PC80 > -0.7678832
    PC83 > 0.3728145
    PC90 <= 0.3736668
    ->  class 0\|2  [0.959]

Rule 40/54: (22.1, lift 10.6)
    PC3 <= 1.640775
    PC16 > 0.3789839
    PC18 <= -0.4683644
    PC22 <= 0.6899561
    PC28 <= 0.2431758
    PC52 > -2.076772
    PC57 > 1.499413
    PC68 > -0.7868206
    PC76 > -1.858976
    ->  class 0\|2  [0.959]

Rule 40/55: (21.2, lift 10.5)
    PC3 <= 1.640775
    PC15 <= -0.06283547
    PC18 <= -0.4683644
    PC21 > -0.5166969
    PC22 <= 0.6899561
    PC28 <= 0.2431758
    PC47 <= -0.2070107
    PC68 > -0.7868206
    PC70 > 0.8964675
    PC76 > -1.858976
    PC85 <= 1.419576
    ->  class 0\|2  [0.957]

Rule 40/56: (26.1/0.2, lift 10.5)
    PC2 > 2.55875
    PC3 <= 1.640775
    PC5 <= 2.657567
    PC15 <= -0.06283547
    PC37 > 1.744585
    PC68 > -0.7868206
    PC91 > -1.701883
    ->  class 0\|2  [0.956]

Rule 40/57: (20.6, lift 10.5)
    PC16 > 0.3789839
    PC18 <= -0.4683644
    PC21 > -0.5166969
    PC28 <= 0.131404
    PC40 > 0.5111127
    PC40 <= 0.6709194
    PC51 > -0.09238394
    PC76 > -1.858976
    PC90 <= 0.3736668
    ->  class 0\|2  [0.954]

Rule 40/58: (24.8/0.2, lift 10.5)
    PC2 > 2.55875
    PC11 <= 0.09857389
    PC18 > -2.283772
    PC18 <= -0.4683644
    PC25 > 1.543821
    ->  class 0\|2  [0.954]

Rule 40/59: (47.9/1.4, lift 10.5)
    PC2 > 2.55875
    PC15 <= -0.06283547
    PC18 <= -0.4683644
    PC21 > -0.5166969
    PC22 <= 0.6899561
    PC28 <= 0.2431758
    PC40 <= 0.6709194
    PC47 > -0.1833746
    PC51 > -0.09238394
    PC54 <= 0.8391724
    PC68 > -0.7868206
    PC76 > -1.858976
    PC90 <= 0.3736668
    ->  class 0\|2  [0.953]

Rule 40/60: (27.2/0.4, lift 10.5)
    PC2 > 2.55875
    PC3 <= 1.640775
    PC7 > -0.7224794
    PC15 > -0.06283547
    PC18 <= -0.4683644
    PC55 > 0.1656174
    PC71 <= -0.2379222
    PC92 <= 0.06742436
    ->  class 0\|2  [0.953]

Rule 40/61: (26.8/0.5, lift 10.4)
    PC2 > 2.55875
    PC4 > -7.600563
    PC15 <= -0.06283547
    PC18 <= -0.4683644
    PC22 <= 0.6899561
    PC28 <= 0.131404
    PC51 > -0.09238394
    PC52 > -2.076772
    PC76 > -1.858976
    PC83 <= 0.3728145
    PC94 > 0.7120857
    ->  class 0\|2  [0.949]

Rule 40/62: (260.7/12.5, lift 10.4)
    PC2 > 2.55875
    PC3 <= 1.640775
    PC7 > 0.2243292
    PC10 > 0.3210255
    PC16 <= 0.9105746
    PC18 > -0.4683644
    PC18 <= 2.837034
    PC30 <= 4.67459
    PC42 > -2.565637
    ->  class 0\|2  [0.949]

Rule 40/63: (39.8/1.4, lift 10.4)
    PC2 > 2.55875
    PC3 <= 1.640775
    PC15 <= -0.06283547
    PC18 <= -0.4683644
    PC22 <= 0.6899561
    PC28 <= 0.2431758
    PC45 > -2.283498
    PC52 > -2.076772
    PC68 > -0.7868206
    PC76 > -1.858976
    PC78 > 0.6725616
    PC80 > -0.7678832
    PC85 <= 1.419576
    ->  class 0\|2  [0.943]

Rule 40/64: (15.4, lift 10.4)
    PC2 > 2.55875
    PC15 > -0.06283547
    PC18 <= -0.4683644
    PC25 <= 1.543821
    PC55 <= 0.1656174
    PC61 > -0.4428779
    PC65 <= -0.9833199
    PC98 <= 0.6952597
    ->  class 0\|2  [0.943]

Rule 40/65: (14.9, lift 10.4)
    PC2 > 2.55875
    PC7 > -0.7224794
    PC18 <= -0.4683644
    PC62 > 0.7603374
    PC71 > -0.2379222
    PC92 <= 0.06742436
    PC94 > -0.03310882
    ->  class 0\|2  [0.941]

Rule 40/66: (14.6, lift 10.3)
    PC2 > 2.55875
    PC3 <= 1.640775
    PC15 <= -0.06283547
    PC17 > -1.075521
    PC18 <= -0.4683644
    PC22 <= 0.6899561
    PC28 <= 0.2431758
    PC51 > -0.09238394
    PC68 > -0.7868206
    PC91 > -1.701883
    ->  class 0\|2  [0.940]

Rule 40/67: (14.5, lift 10.3)
    PC15 <= -0.06283547
    PC16 > 0.3789839
    PC21 > -0.5166969
    PC38 > 1.450197
    PC52 > -2.076772
    PC54 <= 0.8391724
    PC68 > -0.7868206
    ->  class 0\|2  [0.939]

Rule 40/68: (14.2, lift 10.3)
    PC2 > 2.55875
    PC3 <= 1.640775
    PC7 <= -0.7224794
    PC17 > -2.435324
    PC18 <= -0.4683644
    PC31 <= 0.2440178
    PC99 <= -0.05028043
    ->  class 0\|2  [0.938]

Rule 40/69: (17.3/0.3, lift 10.2)
    PC2 > 2.55875
    PC10 > 0.3210255
    PC14 <= -1.463531
    PC18 > 2.837034
    ->  class 0\|2  [0.931]

Rule 40/70: (42.6/2.2, lift 10.2)
    PC2 > 2.55875
    PC15 <= -0.06283547
    PC18 <= -0.4683644
    PC21 > -0.5166969
    PC22 <= 0.6899561
    PC28 <= 0.131404
    PC37 > -0.801118
    PC40 <= 0.6709194
    PC47 > -0.2070107
    PC51 > -0.09238394
    PC68 > -0.7868206
    PC76 > -1.858976
    PC90 <= 0.3736668
    ->  class 0\|2  [0.928]

Rule 40/71: (11.3, lift 10.2)
    PC2 > 2.55875
    PC3 <= 1.640775
    PC5 <= -0.4751543
    PC7 > -0.7224794
    PC16 > 0.3789839
    PC47 <= -0.1833746
    ->  class 0\|2  [0.924]

Rule 40/72: (10.4, lift 10.1)
    PC2 > 2.55875
    PC3 <= 1.640775
    PC5 <= 2.657567
    PC11 > 0.3076571
    PC15 <= -0.06283547
    PC76 > -1.858976
    ->  class 0\|2  [0.919]

Rule 40/73: (21.4/1, lift 10.1)
    PC16 > 0.3789839
    PC18 <= -0.4683644
    PC21 > -0.5166969
    PC22 <= 0.6899561
    PC28 <= -1.949466
    PC51 > -0.09238394
    ->  class 0\|2  [0.915]

Rule 40/74: (43.3/3.2, lift 10.0)
    PC4 > -7.600563
    PC4 <= -6.574867
    PC18 <= -0.4683644
    PC37 > -0.08754099
    PC46 > -0.229776
    PC56 <= 0.6521698
    ->  class 0\|2  [0.908]

Rule 40/75: (105.4/8.9, lift 10.0)
    PC2 > 2.55875
    PC3 <= 1.640775
    PC5 > 2.657567
    PC18 <= -0.4683644
    PC39 > -1.323409
    ->  class 0\|2  [0.907]

Rule 40/76: (66/6.1, lift 9.9)
    PC2 > 2.55875
    PC3 <= 1.640775
    PC15 > -0.06283547
    PC18 <= -0.4683644
    PC55 <= 0.1656174
    PC61 <= -0.4428779
    PC98 <= 0.6952597
    ->  class 0\|2  [0.896]

Rule 40/77: (18.2/1.3, lift 9.8)
    PC2 > 2.55875
    PC3 <= 1.640775
    PC15 <= -0.06283547
    PC17 > -0.7806586
    PC18 <= -0.4683644
    PC28 > 0.2431758
    PC45 > -2.283498
    PC85 <= 1.419576
    ->  class 0\|2  [0.887]

Rule 40/78: (6.6, lift 9.7)
    PC18 > 2.837034
    PC73 <= -4.510653
    ->  class 0\|2  [0.883]

Rule 40/79: (68.9/8.6, lift 9.5)
    PC2 > 2.55875
    PC3 <= 1.640775
    PC7 > -0.7224794
    PC15 > -0.06283547
    PC18 <= -0.4683644
    PC55 > 0.1656174
    PC94 <= -0.03310882
    ->  class 0\|2  [0.864]

Rule 40/80: (39.8/4.9, lift 9.5)
    PC2 > 2.55875
    PC9 > 0.6222456
    PC18 <= -0.4683644
    PC55 <= 0.1656174
    PC98 <= 0.6952597
    ->  class 0\|2  [0.860]

Rule 40/81: (178.3/25.4, lift 9.4)
    PC2 > 2.55875
    PC3 <= -1.949545
    PC4 > -10.11412
    PC5 > -0.6956649
    PC10 <= 0.3210255
    PC17 <= 1.610517
    PC18 > -0.4683644
    PC18 <= 1.10851
    PC32 <= -0.1293325
    PC44 <= 0.7506639
    PC67 > -0.2188148
    ->  class 0\|2  [0.854]

Rule 40/82: (22.2/3.3, lift 9.1)
    PC10 <= -7.05502
    PC18 <= -0.4683644
    PC55 <= 0.1656174
    ->  class 0\|2  [0.823]

Rule 40/83: (103.4/18.9, lift 8.9)
    PC2 > 2.55875
    PC3 <= 1.640775
    PC8 <= 0.07870036
    PC11 <= -0.1574323
    PC18 > -0.4683644
    PC18 <= 2.837034
    PC42 > -2.565637
    ->  class 0\|2  [0.811]

Rule 40/84: (68.5/12.9, lift 8.8)
    PC13 > 11.79328
    PC18 > -0.4683644
    ->  class 0\|2  [0.803]

Rule 40/85: (32.5, lift 10.6)
    PC7 > -0.7224794
    PC15 > -0.06283547
    PC17 <= -2.118566
    PC37 <= 1.119512
    PC55 > 0.1656174
    PC62 <= 0.7603374
    ->  class 0\|3  [0.971]

Rule 40/86: (565.6/26.3, lift 10.4)
    PC4 > -6.574867
    PC5 <= 2.657567
    PC7 > -0.7224794
    PC11 <= 0.3076571
    PC15 <= -0.06283547
    PC17 <= -0.7806586
    PC18 <= -0.4683644
    PC21 > -0.5166969
    PC28 > 0.2431758
    PC37 <= 1.744585
    ->  class 0\|3  [0.952]

Rule 40/87: (180.5/12.4, lift 10.1)
    PC4 > -7.600563
    PC15 <= -0.06283547
    PC17 <= -0.7806586
    PC21 > -0.5166969
    PC28 > 0.2431758
    PC45 > -2.283498
    PC56 > 0.6521698
    PC91 > -1.701883
    ->  class 0\|3  [0.926]

Rule 40/88: (427.4/190.3, lift 6.1)
    PC2 > 2.55875
    PC3 <= -1.949545
    PC18 <= 1.10851
    PC67 <= -0.2188148
    ->  class 0\|3  [0.554]

Rule 40/89: (7707/5889.8, lift 2.6)
    PC2 > 2.55875
    ->  class 0\|3  [0.236]

Rule 40/90: (140.5, lift 22.7)
    PC1 > -0.3062993
    PC2 <= 2.55875
    PC5 <= 12.1829
    PC10 > -0.7514341
    PC16 <= -1.9052
    PC51 <= -0.7378237
    PC55 > -1.986646
    ->  class 1\|0  [0.993]

Rule 40/91: (94.3, lift 22.6)
    PC2 <= 2.55875
    PC3 > 0.5328193
    PC3 <= 0.6536878
    PC14 <= -0.02545058
    PC16 > -1.9052
    PC80 <= -0.05575211
    ->  class 1\|0  [0.990]

Rule 40/92: (91, lift 22.6)
    PC3 > 1.640775
    PC16 <= -0.02323213
    PC20 > -0.2538115
    PC22 > 0.1960181
    PC65 > 0.002032522
    PC96 > 0.5281888
    ->  class 1\|0  [0.989]

Rule 40/93: (84.2, lift 22.5)
    PC1 > -0.3062993
    PC6 <= -2.720929
    PC11 <= -2.309642
    ->  class 1\|0  [0.988]

Rule 40/94: (80, lift 22.5)
    PC2 > 2.55875
    PC3 > 1.640775
    PC16 <= -0.02323213
    PC18 > 0.1217525
    PC37 > 0.3320616
    PC70 <= 1.215388
    PC80 > -0.5794703
    PC86 > -2.270193
    ->  class 1\|0  [0.988]

Rule 40/95: (45.4, lift 22.3)
    PC2 <= 2.55875
    PC5 <= 12.1829
    PC13 <= 0.2095596
    PC16 <= -1.9052
    PC17 <= -1.030349
    PC19 <= 1.379118
    PC28 <= 0.2567424
    PC55 > -1.986646
    PC59 <= 0.2448767
    PC86 > -2.373453
    ->  class 1\|0  [0.979]

Rule 40/96: (76.9/4.1, lift 21.3)
    PC3 > 1.640775
    PC16 <= -0.02323213
    PC22 > 0.1960181
    PC52 > 0.5853952
    PC96 <= 0.5281888
    ->  class 1\|0  [0.936]

Rule 40/97: (11.1, lift 21.1)
    PC3 > 1.640775
    PC16 <= -0.02323213
    PC24 > 3.029221
    PC37 <= 0.3320616
    ->  class 1\|0  [0.924]

Rule 40/98: (24.4/1.3, lift 20.8)
    PC2 > 2.55875
    PC3 > 1.640775
    PC16 <= -0.02323213
    PC60 > 0.8443592
    PC96 <= 0.5281888
    ->  class 1\|0  [0.912]

Rule 40/99: (209.2/18.3, lift 20.7)
    PC1 > -0.3062993
    PC10 <= 1.023987
    PC16 <= -1.9052
    PC19 > 1.379118
    PC47 <= 2.192351
    PC59 <= 0.2448767
    PC91 > -0.4964139
    ->  class 1\|0  [0.909]

Rule 40/100: (8.7, lift 20.7)
    PC1 > -0.3062993
    PC6 <= -2.720929
    PC49 <= -1.834075
    ->  class 1\|0  [0.906]

Rule 40/101: (114.6/12.7, lift 20.1)
    PC2 <= 2.55875
    PC3 > 0.5328193
    PC12 > 0.8543217
    PC16 > -1.9052
    PC16 <= 0.8572028
    PC19 > -1.359134
    PC68 > -1.778123
    PC77 > -0.1097197
    ->  class 1\|0  [0.883]

Rule 40/102: (85.3/13, lift 19.1)
    PC2 <= 2.55875
    PC6 <= -6.495093
    PC71 > -0.5082814
    ->  class 1\|0  [0.839]

Rule 40/103: (112.3, lift 12.7)
    PC1 > -0.3062993
    PC12 > 3.053814
    PC16 > -1.9052
    PC64 <= -0.3901878
    ->  class 1\|1  [0.991]

Rule 40/104: (90.6/0.4, lift 12.6)
    PC1 > -0.3062993
    PC2 <= 2.55875
    PC6 > -6.495093
    PC6 <= -2.720929
    PC10 > -0.7514341
    PC11 > -2.309642
    PC16 > -1.9052
    PC17 <= 1.976648
    PC49 > -1.834075
    PC53 > -2.128394
    PC71 > -0.5082814
    ->  class 1\|1  [0.985]

Rule 40/105: (180.9/3.8, lift 12.4)
    PC2 > 2.55875
    PC3 > 1.640775
    PC51 > -0.7704938
    PC97 > 1.842136
    ->  class 1\|1  [0.974]

Rule 40/106: (31.6, lift 12.4)
    PC2 > 2.55875
    PC3 > 1.640775
    PC16 <= -0.02323213
    PC18 <= 0.1217525
    PC37 > 0.3320616
    PC96 <= 0.5281888
    ->  class 1\|1  [0.970]

Rule 40/107: (26.6, lift 12.3)
    PC1 > -0.3062993
    PC3 <= 0.5328193
    PC6 > -2.720929
    PC10 > -0.7514341
    PC16 > -1.9052
    PC19 > -1.701964
    PC49 <= -0.333919
    ->  class 1\|1  [0.965]

Rule 40/108: (61/1.5, lift 12.3)
    PC3 > 0.6536878
    PC12 > 0.8543217
    PC16 > -1.9052
    PC16 <= 0.8572028
    PC77 <= -0.1097197
    PC90 <= 0.5809461
    ->  class 1\|1  [0.960]

Rule 40/109: (35.3/1, lift 12.1)
    PC1 > -0.3062993
    PC3 <= 0.5328193
    PC6 > -2.720929
    PC8 <= 0.3146408
    PC9 > 0.2791091
    PC10 > -0.7514341
    PC12 <= 3.053814
    PC19 > -1.701964
    ->  class 1\|1  [0.947]

Rule 40/110: (309.7/15.4, lift 12.1)
    PC2 > 2.55875
    PC3 > 1.640775
    PC16 <= -0.02323213
    PC22 <= 0.1960181
    PC81 > -0.6189995
    ->  class 1\|1  [0.947]

Rule 40/111: (210.6/10.3, lift 12.1)
    PC2 > 2.55875
    PC3 > 1.640775
    PC38 > -0.05721955
    PC51 > 0.5926122
    ->  class 1\|1  [0.947]

Rule 40/112: (55.2/2.5, lift 12.0)
    PC2 > 2.55875
    PC3 > 1.640775
    PC16 > -0.02323213
    PC16 <= 1.458506
    PC38 <= -0.05721955
    PC51 > -0.7704938
    ->  class 1\|1  [0.938]

Rule 40/113: (14.9/0.1, lift 11.9)
    PC3 > 0.6536878
    PC12 <= 0.8543217
    PC16 <= 0.8572028
    PC66 > -0.06003783
    PC81 <= -0.9443878
    ->  class 1\|1  [0.934]

Rule 40/114: (12.7, lift 11.9)
    PC3 > 1.640775
    PC16 <= -0.02323213
    PC20 <= -0.2538115
    PC96 > 0.5281888
    ->  class 1\|1  [0.932]

Rule 40/115: (153.4/10.4, lift 11.8)
    PC1 > -0.3062993
    PC16 <= 0.8572028
    PC63 <= -2.120183
    PC66 <= -0.06003783
    ->  class 1\|1  [0.927]

Rule 40/116: (436.2/47.7, lift 11.4)
    PC2 > 2.55875
    PC3 > 1.640775
    PC16 <= -0.02323213
    PC24 <= 3.029221
    PC37 <= 0.3320616
    PC52 <= 0.5853952
    PC60 <= 0.8443592
    PC96 <= 0.5281888
    ->  class 1\|1  [0.889]

Rule 40/117: (5.5, lift 11.1)
    PC1 > -0.3062993
    PC2 <= 2.55875
    PC10 <= -0.7514341
    PC18 > 0.2041752
    PC50 <= -0.5380409
    ->  class 1\|1  [0.867]

Rule 40/118: (93.8/12.9, lift 10.9)
    PC3 > 0.6536878
    PC10 > -0.7514341
    PC12 <= 0.8543217
    PC16 > -1.9052
    PC16 <= 0.8572028
    PC38 <= -0.07009736
    PC66 > -0.06003783
    ->  class 1\|1  [0.854]

Rule 40/119: (1561.9/654.3, lift 7.4)
    PC1 > -0.3062993
    PC16 <= -1.9052
    ->  class 1\|1  [0.581]

Rule 40/120: (92, lift 16.3)
    PC2 > 2.55875
    PC3 > 1.640775
    PC16 > -0.02323213
    PC38 > -0.05721955
    PC51 > -0.7704938
    PC51 <= 0.5926122
    PC97 <= 1.842136
    ->  class 1\|2  [0.989]

Rule 40/121: (97.7/0.3, lift 16.3)
    PC3 > 0.5328193
    PC8 > 2.168117
    PC12 <= 3.053814
    PC16 > 0.8572028
    PC57 > -1.608453
    PC80 > -0.8133302
    ->  class 1\|2  [0.987]

Rule 40/122: (144.6/0.9, lift 16.3)
    PC3 > 0.5328193
    PC5 <= 2.600602
    PC16 > 0.8572028
    PC18 <= 0.2204432
    PC22 <= 4.472173
    PC34 > -0.7192637
    PC43 > -0.5683967
    PC59 <= 0.5621021
    PC100 > 0.4936143
    ->  class 1\|2  [0.987]

Rule 40/123: (56.5, lift 16.2)
    PC2 > 2.55875
    PC3 > 1.640775
    PC16 > 1.458506
    PC51 > -0.7704938
    ->  class 1\|2  [0.983]

Rule 40/124: (54.4, lift 16.2)
    PC2 <= 2.55875
    PC3 > 0.5328193
    PC12 > 0.8543217
    PC16 > -1.9052
    PC57 > -1.608453
    PC90 > 0.5809461
    ->  class 1\|2  [0.982]

Rule 40/125: (36.8, lift 16.1)
    PC1 > -0.3062993
    PC2 <= 2.55875
    PC91 <= -2.336851
    ->  class 1\|2  [0.974]

Rule 40/126: (30.3, lift 16.0)
    PC5 > 12.1829
    PC28 <= 0.2567424
    PC95 <= -0.0869053
    ->  class 1\|2  [0.969]

Rule 40/127: (164.6/5, lift 15.9)
    PC2 <= 2.55875
    PC5 > 2.600602
    PC6 > -2.720929
    PC12 <= 3.053814
    PC16 > 0.8572028
    PC65 <= 1.003645
    ->  class 1\|2  [0.964]

Rule 40/128: (22.3, lift 15.8)
    PC2 <= 2.55875
    PC4 > 0.8657938
    PC6 > -2.720929
    PC16 > 0.8572028
    ->  class 1\|2  [0.959]

Rule 40/129: (23.8, lift 15.8)
    PC1 > -0.3062993
    PC3 > 0.5328193
    PC6 > -2.720929
    PC12 <= 0.8543217
    PC16 <= 0.8572028
    PC38 > -0.07009736
    PC66 > -0.06003783
    PC82 > 0.265467
    ->  class 1\|2  [0.958]

Rule 40/130: (21.7, lift 15.8)
    PC2 <= 2.55875
    PC3 > 0.5328193
    PC6 > -1.776048
    PC100 > -0.004760643
    PC100 <= 0.003668455
    ->  class 1\|2  [0.958]

Rule 40/131: (55.8/1.8, lift 15.7)
    PC8 <= -1.538053
    PC10 <= -0.7514341
    PC18 <= 0.2041752
    PC50 <= -0.5380409
    ->  class 1\|2  [0.951]

Rule 40/132: (30.2/1, lift 15.5)
    PC1 > -0.3062993
    PC6 > 9.515741
    PC16 > 0.8572028
    PC16 <= 1.936407
    PC100 <= -0.004760643
    ->  class 1\|2  [0.938]

Rule 40/133: (130.8/7.9, lift 15.4)
    PC3 > 1.640775
    PC6 <= -1.562697
    PC15 > -1.554214
    PC16 > -0.02323213
    PC46 <= 0.5105799
    PC51 <= -0.7704938
    PC96 <= 3.152575
    ->  class 1\|2  [0.933]

Rule 40/134: (13.8/0.6, lift 14.8)
    PC2 <= 2.55875
    PC16 <= -1.9052
    PC28 > 0.2567424
    ->  class 1\|2  [0.896]

Rule 40/135: (18.7/1.3, lift 14.7)
    PC2 <= 2.55875
    PC17 > 4.380939
    PC57 > -1.608453
    ->  class 1\|2  [0.889]

Rule 40/136: (219.6/28.1, lift 14.3)
    PC2 <= 2.55875
    PC3 > 0.5328193
    PC4 > -0.257257
    PC6 > -1.776048
    PC12 <= 3.053814
    PC16 > 0.8572028
    PC18 <= 0.2204432
    PC34 > -0.7192637
    PC43 > -0.5683967
    PC59 <= 0.5621021
    PC80 > -0.8133302
    PC100 > -0.004760643
    ->  class 1\|2  [0.869]

Rule 40/137: (5.1, lift 14.2)
    PC3 > 0.5328193
    PC12 > 0.8543217
    PC19 <= -1.359134
    ->  class 1\|2  [0.860]

Rule 40/138: (16.7/4.3, lift 11.8)
    PC1 > -0.3062993
    PC10 > -0.7514341
    PC12 > 0.8543217
    PC16 > -1.9052
    PC16 <= 0.8572028
    PC68 <= -1.778123
    ->  class 1\|2  [0.716]

Rule 40/139: (651.5/286.6, lift 9.2)
    PC1 > -0.3062993
    PC2 <= 2.55875
    PC6 > -2.720929
    PC10 > -0.7514341
    PC12 <= 0.8543217
    PC16 > -1.9052
    PC16 <= 0.8572028
    ->  class 1\|2  [0.560]

Rule 40/140: (96.4, lift 16.7)
    PC1 > -0.3062993
    PC3 > 0.5328193
    PC4 <= 0.8657938
    PC5 <= 2.600602
    PC6 > -2.720929
    PC6 <= -1.776048
    PC16 > 0.8572028
    ->  class 1\|3  [0.990]

Rule 40/141: (93.5/2, lift 16.3)
    PC2 > 2.55875
    PC3 > 1.640775
    PC15 <= -1.554214
    PC51 <= -0.7704938
    ->  class 1\|3  [0.968]

Rule 40/142: (115.9/3.1, lift 16.3)
    PC2 <= 2.55875
    PC3 > 0.6536878
    PC6 > -2.720929
    PC12 <= 0.8543217
    PC16 > -1.9052
    PC16 <= 0.8572028
    PC38 > -0.07009736
    PC66 > -0.06003783
    PC77 > -0.2581331
    PC81 > -0.9443878
    PC82 > -0.3944701
    PC82 <= 0.265467
    PC94 > -0.3893894
    ->  class 1\|3  [0.965]

Rule 40/143: (18, lift 16.0)
    PC1 > -0.3062993
    PC8 > -1.538053
    PC10 <= -0.7514341
    PC11 > 2.674987
    PC45 > -0.3381426
    ->  class 1\|3  [0.950]

Rule 40/144: (17.1, lift 16.0)
    PC1 > -0.3062993
    PC4 <= 0.8657938
    PC5 <= 2.600602
    PC16 > 0.8572028
    PC43 <= 0.1280135
    PC100 > 0.3962946
    PC100 <= 0.4936143
    ->  class 1\|3  [0.948]

Rule 40/145: (14.8, lift 15.9)
    PC2 > 2.55875
    PC3 > 1.640775
    PC46 > 0.5105799
    PC51 <= -0.7704938
    ->  class 1\|3  [0.940]

Rule 40/146: (12.5, lift 15.6)
    PC2 > 2.55875
    PC3 > 1.640775
    PC6 > -1.562697
    PC15 > -1.554214
    PC51 <= -0.7704938
    ->  class 1\|3  [0.927]

Rule 40/147: (10.7, lift 15.5)
    PC1 > -0.3062993
    PC2 <= 2.55875
    PC3 > 0.5328193
    PC3 <= 0.6536878
    PC10 > -0.7514341
    PC14 > -0.02545058
    PC80 <= -0.05575211
    ->  class 1\|3  [0.921]

Rule 40/148: (5.5, lift 14.6)
    PC1 > -0.3062993
    PC3 <= 0.5328193
    PC6 > -1.063813
    PC10 > -0.7514341
    PC19 <= -1.701964
    PC29 <= -0.09325928
    ->  class 1\|3  [0.867]

Rule 40/149: (38.9/6.3, lift 13.8)
    PC2 <= 2.55875
    PC10 <= -0.7514341
    PC25 <= -0.2443843
    PC50 > -0.5380409
    ->  class 1\|3  [0.821]

Rule 40/150: (8.4/2.6, lift 11.0)
    PC1 > -0.3062993
    PC2 <= 2.55875
    PC10 > -0.7514341
    PC13 > 0.2095596
    PC16 <= -1.9052
    ->  class 1\|3  [0.652]

Rule 40/151: (4808.8/3760, lift 3.7)
    PC1 > -0.3062993
    PC2 <= 2.55875
    ->  class 1\|3  [0.218]

Rule 40/152: (201, lift 13.4)
    PC6 <= 2.972452
    PC8 > 1.988585
    PC11 > -0.9337804
    PC21 > -0.2479957
    PC28 <= 0.1391531
    PC40 > -0.7027203
    PC64 <= -0.6965929
    ->  class 2\|0  [0.995]

Rule 40/153: (55.4, lift 13.3)
    PC8 > 1.988585
    PC11 > -0.9337804
    PC20 <= 0.06215784
    PC21 > 1.246778
    PC62 <= 1.076832
    PC74 > -0.451249
    PC92 <= -0.1002846
    PC94 <= 0.6989768
    PC98 > -0.6009077
    ->  class 2\|0  [0.983]

Rule 40/154: (325.9/5.4, lift 13.2)
    PC2 <= 2.55875
    PC8 > 1.988585
    PC11 > -0.9337804
    PC21 > -0.2479957
    PC26 <= 2.820314
    PC28 <= 0.1391531
    PC56 <= 0.003246585
    PC59 <= 0.3052286
    PC62 > -1.254039
    PC70 <= 0.007379178
    PC95 > -0.3872508
    ->  class 2\|0  [0.980]

Rule 40/155: (502.4/12.6, lift 13.1)
    PC8 > 1.988585
    PC11 > -0.9337804
    PC12 > -2.039887
    PC20 <= 0.06215784
    PC21 > 0.8012937
    PC28 <= 0.1391531
    PC46 <= 1.247979
    PC62 <= 1.076832
    PC74 > -0.451249
    PC92 > -0.1002846
    PC94 <= 0.6989768
    PC98 > -0.6009077
    ->  class 2\|0  [0.973]

Rule 40/156: (79.1/1.4, lift 13.1)
    PC8 > 1.988585
    PC11 > -0.3755941
    PC21 > 0.1438013
    PC21 <= 0.8012937
    PC23 > -0.8198137
    PC56 <= 0.003246585
    PC59 <= 0.3052286
    PC63 <= 0.002657995
    PC70 > 0.007379178
    PC95 > -0.3872508
    ->  class 2\|0  [0.971]

Rule 40/157: (32.5/0.3, lift 13.0)
    PC1 <= -0.3062993
    PC2 <= 2.55875
    PC8 > -0.2387235
    PC8 <= 1.988585
    PC25 <= -0.1151094
    PC28 > -0.1586925
    PC32 > 1.071236
    ->  class 2\|0  [0.963]

Rule 40/158: (24.4, lift 13.0)
    PC1 > -0.3062993
    PC2 <= 2.55875
    PC6 <= -2.720929
    PC43 > 0.7139086
    PC63 <= 0.01857104
    PC71 <= -0.5082814
    ->  class 2\|0  [0.962]

Rule 40/159: (21.7, lift 12.9)
    PC1 <= -0.3062993
    PC2 <= 2.55875
    PC8 > -0.2387235
    PC28 > -0.1586925
    PC32 > 1.071236
    PC49 <= 0.3436811
    PC57 > 0.5347337
    ->  class 2\|0  [0.958]

Rule 40/160: (14.9, lift 12.7)
    PC1 > -0.3062993
    PC2 <= 2.55875
    PC6 <= -2.720929
    PC53 <= -2.128394
    PC71 > -0.5082814
    ->  class 2\|0  [0.941]

Rule 40/161: (455.8/32.7, lift 12.5)
    PC1 <= -0.3062993
    PC6 <= 2.972452
    PC8 > 1.988585
    PC11 > -0.9337804
    PC12 > -2.039887
    PC20 <= 0.06215784
    PC21 > 0.8012937
    PC26 <= 2.820314
    PC28 <= 0.1391531
    PC45 <= 0.4387002
    PC46 <= 1.247979
    PC79 <= 0.08947609
    PC94 <= 0.6989768
    PC98 > -0.6009077
    ->  class 2\|0  [0.926]

Rule 40/162: (19.1/1.3, lift 12.0)
    PC1 > -0.3062993
    PC3 <= 0.5328193
    PC6 > -2.720929
    PC8 > 0.3146408
    PC16 > -1.9052
    PC19 > -1.701964
    PC49 > -0.333919
    PC59 <= 0.02899233
    ->  class 2\|0  [0.893]

Rule 40/163: (29/11, lift 8.3)
    PC1 <= -0.3062993
    PC2 <= 2.55875
    PC8 > -0.2387235
    PC8 <= 1.988585
    PC42 > -1.070304
    PC47 <= -1.078867
    ->  class 2\|0  [0.613]

Rule 40/164: (1424.2/885.2, lift 5.1)
    PC2 <= 2.55875
    PC8 > -1.538053
    PC10 <= -0.7514341
    ->  class 2\|0  [0.379]

Rule 40/165: (191.2/0.7, lift 10.4)
    PC1 <= -0.3062993
    PC8 > 1.988585
    PC11 > -0.9337804
    PC21 <= 0.8012937
    PC56 > 0.003246585
    PC100 <= 0.5877429
    ->  class 2\|1  [0.991]

Rule 40/166: (86.1, lift 10.4)
    PC1 <= -0.3062993
    PC8 > 1.988585
    PC21 <= -0.2479957
    PC41 > -0.4702227
    ->  class 2\|1  [0.989]

Rule 40/167: (91.8, lift 10.4)
    PC1 <= -0.3062993
    PC8 > 1.988585
    PC11 <= -0.9337804
    PC21 > -0.2479957
    ->  class 2\|1  [0.989]

Rule 40/168: (95.3, lift 10.4)
    PC6 <= 2.972452
    PC8 > 1.988585
    PC11 > -0.9337804
    PC21 > -0.2479957
    PC21 <= 0.8012937
    PC63 > 0.002657995
    PC70 > 0.007379178
    PC98 > -0.6009077
    ->  class 2\|1  [0.989]

Rule 40/169: (76.1, lift 10.4)
    PC1 <= -0.3062993
    PC8 > 1.988585
    PC12 <= -2.039887
    PC21 > -0.2479957
    ->  class 2\|1  [0.987]

Rule 40/170: (60.3, lift 10.3)
    PC1 > -0.3062993
    PC2 <= 2.55875
    PC6 <= -2.720929
    PC10 > -0.7514341
    PC43 > 0.7139086
    PC63 > 0.01857104
    PC71 <= -0.5082814
    ->  class 2\|1  [0.984]

Rule 40/171: (56.7, lift 10.3)
    PC1 <= -0.3062993
    PC8 > 1.988585
    PC45 <= 0.4387002
    PC64 > -0.6965929
    PC74 <= -0.451249
    PC79 > 0.08947609
    ->  class 2\|1  [0.982]

Rule 40/172: (53.2, lift 10.3)
    PC1 <= -0.3062993
    PC8 > 1.988585
    PC20 > 0.06215784
    PC21 > 0.8012937
    PC64 > -0.6965929
    ->  class 2\|1  [0.982]

Rule 40/173: (50.7, lift 10.3)
    PC1 <= -0.3062993
    PC8 > 1.988585
    PC11 <= -0.3755941
    PC21 > -0.2479957
    PC21 <= 0.8012937
    PC98 > -0.6009077
    ->  class 2\|1  [0.981]

Rule 40/174: (50.6, lift 10.3)
    PC1 <= -0.3062993
    PC2 <= 2.55875
    PC8 > -0.2387235
    PC8 <= 1.988585
    PC20 <= -0.5594636
    ->  class 2\|1  [0.981]

Rule 40/175: (156.6/2.2, lift 10.3)
    PC1 <= -0.3062993
    PC8 > 0.4582416
    PC11 <= -0.746653
    PC28 > -0.1586925
    PC40 > -1.036586
    PC70 <= 0.3621499
    PC98 > 0.1374995
    ->  class 2\|1  [0.980]

Rule 40/176: (181.8/2.8, lift 10.3)
    PC1 <= -0.3062993
    PC2 <= 2.55875
    PC8 > -0.2387235
    PC8 <= 1.988585
    PC11 > -3.149428
    PC22 > -1.11229
    PC28 > -0.1586925
    PC32 <= 1.071236
    PC47 > -1.078867
    PC54 <= 0.1664367
    PC57 > -0.01176258
    PC63 > -0.01101676
    PC77 > -0.997831
    PC88 <= 0.4998176
    ->  class 2\|1  [0.979]

Rule 40/177: (191.5/3.4, lift 10.3)
    PC1 <= -0.3062993
    PC8 > 0.4582416
    PC8 <= 1.988585
    PC11 > -0.746653
    PC16 > -0.7537116
    PC32 <= 1.071236
    PC37 > -0.5020879
    PC40 > -1.036586
    PC50 > -0.3606323
    PC54 > -1.416522
    PC57 <= -0.01176258
    PC69 <= 0.3414271
    PC70 <= 0.3621499
    PC74 > -1.380646
    ->  class 2\|1  [0.977]

Rule 40/178: (67.3/0.7, lift 10.3)
    PC1 <= -0.3062993
    PC8 > 1.988585
    PC21 <= -0.2479957
    PC22 > -0.6593103
    PC97 <= 1.213763
    ->  class 2\|1  [0.976]

Rule 40/179: (40, lift 10.3)
    PC1 <= -0.3062993
    PC8 > 1.988585
    PC21 <= 0.8012937
    PC95 <= -0.3872508
    ->  class 2\|1  [0.976]

Rule 40/180: (74/0.8, lift 10.3)
    PC1 <= -0.3062993
    PC8 > -0.2387235
    PC12 > -2.039887
    PC21 > 0.8012937
    PC46 > 1.247979
    PC94 <= 0.6989768
    PC98 > -0.6009077
    ->  class 2\|1  [0.976]

Rule 40/181: (37.6, lift 10.2)
    PC1 <= -0.3062993
    PC8 > 0.4582416
    PC32 <= 1.071236
    PC57 <= -0.01176258
    PC81 <= -0.2378326
    PC98 <= 0.1374995
    ->  class 2\|1  [0.975]

Rule 40/182: (38.1, lift 10.3)
    PC1 <= -0.3062993
    PC8 > 1.988585
    PC21 > -0.2479957
    PC26 > 2.820314
    PC64 > -0.6965929
    ->  class 2\|1  [0.975]

Rule 40/183: (58.1/0.6, lift 10.2)
    PC1 <= -0.3062993
    PC8 > 1.988585
    PC21 > -0.2479957
    PC21 <= 0.1438013
    PC64 > -0.6965929
    PC70 > 0.007379178
    ->  class 2\|1  [0.974]

Rule 40/184: (105.7/1.9, lift 10.2)
    PC1 <= -0.3062993
    PC2 <= 2.55875
    PC8 > -0.2387235
    PC8 <= 1.988585
    PC11 > -3.149428
    PC17 <= 0.4120866
    PC44 > 0.4090476
    PC47 > -1.078867
    PC57 > -0.01176258
    PC65 <= 0.6440118
    PC83 > -0.3396877
    ->  class 2\|1  [0.973]

Rule 40/185: (33.6, lift 10.2)
    PC1 <= -0.3062993
    PC6 > 2.972452
    PC8 > 1.988585
    ->  class 2\|1  [0.972]

Rule 40/186: (34.6/0.2, lift 10.2)
    PC1 > -0.3062993
    PC3 <= 0.5328193
    PC6 > -2.720929
    PC8 > 0.3146408
    PC10 > -0.7514341
    PC16 > -1.9052
    PC19 > -1.701964
    PC49 > -0.333919
    PC59 > 0.02899233
    ->  class 2\|1  [0.968]

Rule 40/187: (48.5/0.6, lift 10.2)
    PC1 <= -0.3062993
    PC2 <= 2.55875
    PC8 > -0.2387235
    PC8 <= 0.4582416
    PC32 <= 1.071236
    PC34 > 0.8183829
    ->  class 2\|1  [0.967]

Rule 40/188: (23.9, lift 10.1)
    PC2 <= 2.55875
    PC8 > -0.2387235
    PC57 <= -0.01176258
    PC64 <= -1.353724
    PC69 <= 0.3414271
    ->  class 2\|1  [0.961]

Rule 40/189: (124.6/4.2, lift 10.1)
    PC1 <= -0.3062993
    PC2 <= 2.55875
    PC8 > -0.2387235
    PC11 > -0.9337804
    PC21 > -0.2479957
    PC28 > 0.1391531
    ->  class 2\|1  [0.959]

Rule 40/190: (23.1/0.1, lift 10.0)
    PC1 <= -0.3062993
    PC2 <= 2.55875
    PC8 > -0.2387235
    PC21 > 0.1438013
    PC21 <= 0.8012937
    PC23 <= -0.8198137
    PC26 <= 2.820314
    PC28 <= 0.1391531
    PC56 <= 0.003246585
    PC64 > -0.6965929
    PC70 > 0.007379178
    PC98 > -0.6009077
    ->  class 2\|1  [0.955]

Rule 40/191: (100.2/4, lift 10.0)
    PC1 <= -0.3062993
    PC8 > 1.988585
    PC21 > -0.2479957
    PC21 <= 0.8012937
    PC59 > 0.3052286
    ->  class 2\|1  [0.951]

Rule 40/192: (86.2/3.8, lift 9.9)
    PC1 <= -0.3062993
    PC8 > 1.988585
    PC62 > 1.076832
    ->  class 2\|1  [0.946]

Rule 40/193: (15, lift 9.9)
    PC1 <= -0.3062993
    PC5 > 1.537898
    PC8 > 0.4582416
    PC8 <= 1.988585
    PC40 <= -1.036586
    ->  class 2\|1  [0.941]

Rule 40/194: (33.2/1.1, lift 9.9)
    PC1 <= -0.3062993
    PC2 <= 2.55875
    PC8 > -0.2387235
    PC21 > 0.8012937
    PC45 > 0.4387002
    ->  class 2\|1  [0.941]

Rule 40/195: (13.6, lift 9.8)
    PC1 <= -0.3062993
    PC2 <= 2.55875
    PC8 <= -0.2387235
    PC56 <= 0.184236
    PC57 > -0.100883
    PC69 <= -0.2731649
    PC76 > -0.1890164
    PC77 <= 2.041648
    ->  class 2\|1  [0.936]

Rule 40/196: (120.5/7.2, lift 9.8)
    PC1 <= -0.3062993
    PC2 <= 2.55875
    PC8 > -0.2387235
    PC8 <= 1.988585
    PC22 > -1.11229
    PC32 <= 1.071236
    PC42 > -1.070304
    PC44 <= 0.4090476
    PC49 > -0.5749342
    PC57 > -0.01176258
    PC62 > -1.651388
    PC77 > -0.997831
    PC88 <= 0.4998176
    PC97 > -0.09843639
    ->  class 2\|1  [0.933]

Rule 40/197: (12, lift 9.8)
    PC2 <= -9.299492
    PC8 > -0.2387235
    PC57 <= -0.01176258
    ->  class 2\|1  [0.929]

Rule 40/198: (84.7/6.1, lift 9.7)
    PC1 <= -0.3062993
    PC2 <= 2.55875
    PC8 > -0.2387235
    PC8 <= 1.988585
    PC25 > -0.1151094
    PC32 > 1.071236
    PC49 <= 0.3436811
    PC57 <= 0.5347337
    ->  class 2\|1  [0.918]

Rule 40/199: (10.2, lift 9.6)
    PC1 <= -0.3062993
    PC2 <= 2.55875
    PC8 > -2.966951
    PC54 <= -2.676949
    PC57 <= -0.100883
    ->  class 2\|1  [0.918]

Rule 40/200: (103.6/8, lift 9.6)
    PC1 <= -0.3062993
    PC8 > 0.4582416
    PC8 <= 1.988585
    PC10 <= -0.06631039
    PC32 <= 1.071236
    PC57 <= -0.01176258
    PC69 <= 0.3414271
    ->  class 2\|1  [0.915]

Rule 40/201: (9.1, lift 9.6)
    PC1 > -0.3062993
    PC3 <= 0.5328193
    PC10 > -0.7514341
    PC94 > 0.7497886
    ->  class 2\|1  [0.910]

Rule 40/202: (102.4/8.7, lift 9.5)
    PC1 <= -0.3062993
    PC8 > 0.4582416
    PC11 <= -0.746653
    PC37 > -0.5020879
    PC40 > -1.036586
    PC57 <= -0.01176258
    PC58 <= 0.05655083
    PC95 <= 0.1178917
    ->  class 2\|1  [0.907]

Rule 40/203: (78.8/6.7, lift 9.5)
    PC1 <= -0.3062993
    PC8 > 1.988585
    PC94 > 0.6989768
    ->  class 2\|1  [0.905]

Rule 40/204: (132.2/14.3, lift 9.3)
    PC1 <= -0.3062993
    PC2 <= 2.55875
    PC8 > 1.277736
    PC8 <= 1.988585
    PC32 <= 1.071236
    PC47 > -1.078867
    PC57 > -0.01176258
    PC62 > -1.651388
    ->  class 2\|1  [0.886]

Rule 40/205: (6.4, lift 9.3)
    PC1 <= -0.3062993
    PC8 > 1.988585
    PC21 <= 0.8012937
    PC26 <= 2.820314
    PC62 <= -1.254039
    PC64 > -0.6965929
    PC70 <= 0.007379178
    ->  class 2\|1  [0.881]

Rule 40/206: (28.9/3.7, lift 8.9)
    PC1 <= -0.3062993
    PC2 <= 2.55875
    PC8 > -2.966951
    PC8 <= -0.2387235
    PC32 > 1.590739
    PC56 > 0.1648983
    ->  class 2\|1  [0.848]

Rule 40/207: (36.6/5.3, lift 8.8)
    PC1 <= -0.3062993
    PC8 > 1.988585
    PC98 <= -0.6009077
    ->  class 2\|1  [0.837]

Rule 40/208: (8.8/1, lift 8.6)
    PC1 <= -0.3062993
    PC2 <= 2.55875
    PC8 > -0.2387235
    PC8 <= 0.4582416
    PC28 > -0.1586925
    PC28 <= -0.127678
    ->  class 2\|1  [0.817]

Rule 40/209: (33.2/6.3, lift 8.3)
    PC8 > 1.988585
    PC21 > 0.8012937
    PC21 <= 1.246778
    PC26 <= 2.820314
    PC46 <= 1.247979
    PC92 <= -0.1002846
    ->  class 2\|1  [0.792]

Rule 40/210: (16.3/3.8, lift 7.7)
    PC1 <= -0.3062993
    PC2 <= 2.55875
    PC8 <= -0.2387235
    PC34 > 0.4770484
    PC57 <= -0.100883
    PC60 <= -0.02762962
    PC64 <= -0.1138732
    PC90 > -0.6439952
    ->  class 2\|1  [0.736]

Rule 40/211: (29.6/9.3, lift 7.1)
    PC1 <= -0.3062993
    PC2 <= 2.55875
    PC38 > 0.8448499
    PC57 > -0.100883
    PC77 <= 2.041648
    PC94 <= -0.6976095
    ->  class 2\|1  [0.676]

Rule 40/212: (20.5/7.4, lift 6.6)
    PC1 <= -0.3062993
    PC2 <= 2.55875
    PC8 > -0.2387235
    PC8 <= 1.988585
    PC28 <= -0.1586925
    ->  class 2\|1  [0.627]

Rule 40/213: (148.9/55.7, lift 6.6)
    PC1 <= -0.3062993
    PC2 <= 2.55875
    PC8 > 0.4582416
    PC8 <= 1.988585
    PC34 <= -0.3117416
    ->  class 2\|1  [0.624]

Rule 40/214: (76.6, lift 10.7)
    PC1 <= -0.3062993
    PC2 <= 2.55875
    PC8 > -2.966951
    PC8 <= -0.2387235
    PC11 <= 2.193121
    PC57 <= -0.100883
    PC59 <= 0.1036584
    PC64 > 0.07111408
    ->  class 2\|2  [0.987]

Rule 40/215: (68.6, lift 10.7)
    PC1 <= -0.3062993
    PC4 <= 0.06614472
    PC8 > -2.966951
    PC8 <= -0.2387235
    PC16 > -0.6118394
    PC28 > 0.05333866
    PC29 <= 0.2788967
    PC30 <= 0.4858133
    PC47 > -0.8951707
    PC57 > -0.100883
    PC69 > -0.2731649
    PC91 <= 0.5310939
    PC94 > -0.6976095
    ->  class 2\|2  [0.986]

Rule 40/216: (238.4/2.5, lift 10.7)
    PC1 <= -0.3062993
    PC2 <= 2.55875
    PC3 > -1.661317
    PC6 <= 7.141766
    PC8 > -2.966951
    PC8 <= -0.2387235
    PC32 <= 1.590739
    PC47 <= 0.3486455
    PC57 <= -0.100883
    PC60 <= -0.02762962
    PC64 > -0.1138732
    PC77 > -2.478437
    ->  class 2\|2  [0.985]

Rule 40/217: (140.3/1.6, lift 10.7)
    PC1 <= -0.3062993
    PC8 > 0.4582416
    PC8 <= 1.988585
    PC11 <= -0.746653
    PC28 > -0.1586925
    PC50 <= 0.2063677
    PC57 <= -0.01176258
    PC58 > 0.05655083
    PC81 > -0.2378326
    PC98 <= 0.1374995
    ->  class 2\|2  [0.982]

Rule 40/218: (47.1, lift 10.6)
    PC1 > -0.3062993
    PC2 <= 2.55875
    PC3 <= 0.5328193
    PC6 > -2.720929
    PC8 <= 0.3146408
    PC9 <= 0.2791091
    PC10 > -0.7514341
    PC19 > -1.701964
    PC63 <= 0.1939764
    PC83 <= -0.1399133
    ->  class 2\|2  [0.980]

Rule 40/219: (25.5, lift 10.5)
    PC1 <= -0.3062993
    PC8 > -2.966951
    PC8 <= -0.2387235
    PC11 > 2.193121
    PC54 > -2.676949
    PC57 <= -0.100883
    PC60 > -0.02762962
    PC100 <= 3.153183
    ->  class 2\|2  [0.964]

Rule 40/220: (27.1/0.2, lift 10.4)
    PC1 <= -0.3062993
    PC2 <= 2.55875
    PC8 > -2.966951
    PC16 > -0.6118394
    PC23 > 2.320096
    ->  class 2\|2  [0.960]

Rule 40/221: (284.4/11.3, lift 10.4)
    PC1 <= -0.3062993
    PC2 <= 2.55875
    PC3 > -1.661317
    PC6 <= 7.141766
    PC8 > -2.966951
    PC8 <= -0.2387235
    PC32 <= 1.590739
    PC34 <= 0.4770484
    PC47 <= 0.3486455
    PC57 <= -0.100883
    PC60 <= -0.02762962
    PC77 > -2.478437
    PC90 > -0.6439952
    ->  class 2\|2  [0.957]

Rule 40/222: (89.4/3.6, lift 10.3)
    PC1 <= -0.3062993
    PC2 <= 2.55875
    PC8 > -2.966951
    PC8 <= -0.2387235
    PC16 > -0.6118394
    PC20 > 0.1418101
    PC57 > -0.100883
    PC60 <= 1.053021
    PC63 > 0.0702319
    PC88 > -0.2710973
    PC94 > -0.6976095
    ->  class 2\|2  [0.949]

Rule 40/223: (32.5/0.9, lift 10.2)
    PC1 <= -0.3062993
    PC2 > -8.261213
    PC2 <= 2.55875
    PC8 > -2.966951
    PC8 <= -0.2387235
    PC57 > -0.100883
    PC77 > 2.041648
    PC100 <= 3.153183
    ->  class 2\|2  [0.944]

Rule 40/224: (13.4, lift 10.1)
    PC1 <= -0.3062993
    PC2 <= 2.55875
    PC8 > -0.2387235
    PC8 <= 1.277736
    PC17 <= 0.4120866
    PC44 <= 0.4090476
    PC54 > 0.1664367
    PC57 > -0.01176258
    PC63 > -0.01101676
    ->  class 2\|2  [0.935]

Rule 40/225: (12.7, lift 10.1)
    PC1 <= -0.3062993
    PC2 <= 2.55875
    PC8 > -2.966951
    PC8 <= -0.2387235
    PC57 <= -0.100883
    PC59 > 0.1036584
    PC60 > -0.02762962
    PC100 <= 3.153183
    ->  class 2\|2  [0.932]

Rule 40/226: (21.4/0.6, lift 10.1)
    PC8 <= -2.966951
    PC21 <= -1.391175
    PC43 <= -0.1303304
    PC64 > 0.5843346
    ->  class 2\|2  [0.930]

Rule 40/227: (10.3, lift 10.0)
    PC1 <= -0.3062993
    PC2 <= 2.55875
    PC8 > -0.2387235
    PC8 <= 1.988585
    PC22 <= -1.11229
    PC44 <= 0.4090476
    PC57 > -0.01176258
    ->  class 2\|2  [0.919]

Rule 40/228: (51.1/3.9, lift 9.8)
    PC1 <= -0.3062993
    PC2 <= 2.55875
    PC8 > -2.966951
    PC8 <= -0.2387235
    PC27 > -0.1723154
    PC32 <= 1.590739
    PC40 <= -0.7405077
    PC45 <= 0.4482573
    PC63 <= 0.0702319
    PC69 > -0.2731649
    PC77 <= 2.041648
    ->  class 2\|2  [0.908]

Rule 40/229: (159.5/14.2, lift 9.8)
    PC1 <= -0.3062993
    PC2 > -8.261213
    PC2 <= 2.55875
    PC8 > -2.966951
    PC8 <= -0.2387235
    PC15 <= 3.351273
    PC32 <= 1.590739
    PC33 <= 0.01153639
    PC38 <= 0.8448499
    PC69 > -0.2731649
    PC80 > -1.912223
    PC94 <= -0.6976095
    PC100 <= 3.153183
    ->  class 2\|2  [0.906]

Rule 40/230: (109/9.9, lift 9.8)
    PC1 <= -2.033402
    PC2 > -8.261213
    PC8 > -2.966951
    PC8 <= -0.2387235
    PC9 > -3.237231
    PC16 > -0.6118394
    PC27 <= -0.1723154
    PC28 <= 0.05333866
    PC29 <= 0.2788967
    PC40 <= 0.1265613
    PC45 <= 0.4482573
    PC56 > -0.9202267
    PC59 > -0.6748875
    PC63 <= 0.0702319
    PC68 > -0.3091801
    PC78 > -0.379254
    PC94 > -0.6976095
    ->  class 2\|2  [0.901]

Rule 40/231: (22/1.8, lift 9.6)
    PC1 <= -0.3062993
    PC8 > -0.2387235
    PC11 <= -3.149428
    ->  class 2\|2  [0.885]

Rule 40/232: (156.7/21.3, lift 9.3)
    PC1 <= -0.3062993
    PC2 > -8.261213
    PC2 <= -2.423063
    PC8 > -2.966951
    PC8 <= -0.2387235
    PC16 > -0.6118394
    PC32 <= 1.590739
    PC57 > -0.100883
    PC60 <= 1.053021
    PC63 > 0.0702319
    PC88 > -0.2710973
    ->  class 2\|2  [0.859]

Rule 40/233: (12.2/1, lift 9.3)
    PC1 <= -0.3062993
    PC2 <= 2.55875
    PC8 > -0.2387235
    PC8 <= 1.277736
    PC44 <= 0.4090476
    PC57 > -0.01176258
    PC77 <= -0.997831
    ->  class 2\|2  [0.856]

Rule 40/234: (18.8/2.3, lift 9.1)
    PC1 <= -0.3062993
    PC2 <= 2.55875
    PC8 > -2.966951
    PC8 <= -0.2387235
    PC32 <= 1.590739
    PC56 > 0.184236
    PC57 > -0.100883
    PC69 <= -0.2731649
    PC100 <= 3.153183
    ->  class 2\|2  [0.840]

Rule 40/235: (14.4/2.2, lift 8.7)
    PC1 <= -0.3062993
    PC2 <= 2.55875
    PC8 <= -0.2387235
    PC20 > 0.8068646
    ->  class 2\|2  [0.807]

Rule 40/236: (15.1/2.7, lift 8.5)
    PC1 <= -0.3062993
    PC2 <= 2.55875
    PC8 > -0.2387235
    PC8 <= 1.277736
    PC28 > -0.1586925
    PC32 <= 1.071236
    PC44 <= 0.4090476
    PC57 > -0.01176258
    PC88 > 0.4998176
    ->  class 2\|2  [0.787]

Rule 40/237: (48.9/11.7, lift 8.1)
    PC1 <= -0.3062993
    PC8 > 1.988585
    PC21 <= -0.2479957
    PC22 <= -0.6593103
    PC41 <= -0.4702227
    ->  class 2\|2  [0.750]

Rule 40/238: (10.5/2.6, lift 7.7)
    PC1 <= -0.3062993
    PC3 <= -1.510694
    PC8 <= -2.966951
    PC43 > -0.1303304
    ->  class 2\|2  [0.714]

Rule 40/239: (32.1/9.3, lift 7.6)
    PC1 > -4.508612
    PC1 <= -0.3062993
    PC8 <= -2.966951
    PC11 > -4.440385
    PC27 <= -0.360985
    PC43 <= -0.1303304
    ->  class 2\|2  [0.697]

Rule 40/240: (19.5/5.8, lift 7.4)
    PC1 > -0.3062993
    PC2 <= 2.55875
    PC6 <= -2.720929
    PC43 <= 0.7139086
    PC71 <= -0.5082814
    ->  class 2\|2  [0.684]

Rule 40/241: (52.4/21.6, lift 6.3)
    PC1 <= -0.3062993
    PC2 <= 2.55875
    PC8 > -0.2387235
    PC8 <= 1.277736
    PC17 <= 0.4120866
    PC44 <= 0.4090476
    PC57 > -0.01176258
    PC63 <= -0.01101676
    PC97 <= -0.09843639
    ->  class 2\|2  [0.585]

Rule 40/242: (956.7/406, lift 6.2)
    PC1 <= -0.3062993
    PC2 <= 2.55875
    PC8 > -0.2387235
    PC8 <= 1.988585
    PC28 > -0.1586925
    PC32 <= 1.071236
    PC42 > -1.070304
    PC57 <= -0.01176258
    ->  class 2\|2  [0.575]

Rule 40/243: (92.2/0.2, lift 8.6)
    PC2 <= 2.55875
    PC8 <= -0.2387235
    PC16 > -0.6118394
    PC27 <= -0.1723154
    PC40 <= 0.1265613
    PC57 > -0.100883
    PC63 <= 0.0702319
    PC77 <= 2.041648
    PC78 <= -0.379254
    PC94 > -0.6976095
    ->  class 2\|3  [0.988]

Rule 40/244: (65.4, lift 8.5)
    PC1 > -0.3062993
    PC2 <= 2.55875
    PC10 <= -0.7514341
    PC31 <= -0.02151442
    PC89 > -0.4082418
    ->  class 2\|3  [0.985]

Rule 40/245: (41.7, lift 8.5)
    PC1 > -0.3062993
    PC2 <= 2.55875
    PC6 > -2.720929
    PC8 <= 0.3146408
    PC12 <= 3.053814
    PC19 > -1.701964
    PC49 > -0.333919
    PC63 > 0.1939764
    PC83 <= -0.1399133
    PC94 <= 0.7497886
    ->  class 2\|3  [0.977]

Rule 40/246: (32.8, lift 8.4)
    PC1 > -0.3062993
    PC3 <= 0.5328193
    PC6 > -2.720929
    PC8 <= 0.3146408
    PC9 <= 0.2791091
    PC10 > -0.7514341
    PC19 > -1.701964
    PC43 <= 0.514162
    PC49 > -0.333919
    PC83 > -0.1399133
    ->  class 2\|3  [0.971]

Rule 40/247: (65.1/1.3, lift 8.4)
    PC2 <= 2.55875
    PC10 <= -0.7514341
    PC14 > 1.441053
    PC25 > -0.2443843
    PC50 > -0.5380409
    ->  class 2\|3  [0.966]

Rule 40/248: (123.8/3.6, lift 8.4)
    PC1 <= -0.3062993
    PC2 <= 2.55875
    PC8 <= -0.2387235
    PC11 > -4.440385
    PC11 <= 2.193121
    PC57 <= -0.100883
    PC59 <= 0.1036584
    PC60 > -0.02762962
    PC64 <= 0.07111408
    ->  class 2\|3  [0.963]

Rule 40/249: (223.1/8.2, lift 8.3)
    PC2 <= 2.55875
    PC8 <= -2.966951
    PC39 <= 0.1307474
    PC43 <= 1.32201
    PC85 <= 0.7335082
    PC93 > 0.334274
    ->  class 2\|3  [0.959]

Rule 40/250: (56.5/5.4, lift 7.7)
    PC1 <= -0.3062993
    PC2 <= 2.55875
    PC8 <= -0.2387235
    PC32 <= 1.590739
    PC57 > -0.100883
    PC69 > -0.2731649
    PC77 <= 2.041648
    PC91 > 0.5310939
    PC94 > -0.6976095
    ->  class 2\|3  [0.890]

Rule 40/251: (57.2/19.3, lift 5.7)
    PC1 <= -0.3062993
    PC2 <= 2.55875
    PC3 > -1.661317
    PC8 > -2.966951
    PC8 <= -0.2387235
    PC32 <= 1.590739
    PC47 > 0.3486455
    PC60 <= -0.02762962
    ->  class 2\|3  [0.657]

Rule 40/252: (7422.1/5279.6, lift 2.5)
    PC1 <= -0.3062993
    PC2 <= 2.55875
    ->  class 2\|3  [0.289]

Rule 40/253: (12230.9/9931.6, lift 1.6)
    PC2 <= 2.55875
    ->  class 2\|3  [0.188]

Rule 40/254: (360.9, lift 17.4)
    PC1 <= -0.3062993
    PC11 <= -4.440385
    ->  class 2\|4  [0.997]

Rule 40/255: (124/0.8, lift 17.2)
    PC1 <= -0.3062993
    PC8 <= -2.966951
    PC12 > -2.124217
    PC34 <= 0.3580198
    PC35 > -1.782501
    PC39 <= 0.1307474
    PC43 > 1.32201
    ->  class 2\|4  [0.986]

Rule 40/256: (155.5/1.7, lift 17.1)
    PC8 <= -2.966951
    PC40 > -0.1783453
    PC43 > -0.1303304
    PC85 > 0.7335082
    PC94 <= 0.7948714
    ->  class 2\|4  [0.983]

Rule 40/257: (147.5/3.8, lift 16.9)
    PC8 <= -1.538053
    PC10 <= -0.7514341
    PC14 <= 1.441053
    PC25 > -0.2443843
    PC31 > -0.02151442
    ->  class 2\|4  [0.968]

Rule 40/258: (298.8/17.5, lift 16.4)
    PC1 <= -0.3062993
    PC8 <= -3.147213
    PC12 <= 2.750173
    PC31 <= 0.7411414
    PC39 <= 0.1307474
    PC40 > -0.1783453
    PC43 > -0.1303304
    PC49 <= 0.1726008
    PC81 <= 0.3263331
    PC85 > 0.06922596
    PC93 <= 0.334274
    PC94 <= 0.7948714
    PC96 <= 0.2911013
    ->  class 2\|4  [0.938]

Rule 40/259: (33.1/1.4, lift 16.3)
    PC1 > -0.3062993
    PC8 <= -1.538053
    PC10 <= -0.7514341
    PC50 > -0.5380409
    PC89 <= -0.4082418
    ->  class 2\|4  [0.932]

Rule 40/260: (12.4, lift 16.2)
    PC1 <= -4.508612
    PC8 <= -2.966951
    PC43 <= -0.1303304
    ->  class 2\|4  [0.931]

Rule 40/261: (92.8/6.2, lift 16.1)
    PC1 <= -2.802627
    PC8 <= -3.147213
    PC12 <= 2.750173
    PC31 <= 0.7411414
    PC35 > -1.782501
    PC40 > -0.1783453
    PC43 > -0.1303304
    PC49 <= 0.1726008
    PC93 <= 0.334274
    PC96 <= 0.2911013
    ->  class 2\|4  [0.924]

Rule 40/262: (37.3/2.1, lift 16.1)
    PC1 <= -0.3062993
    PC2 <= 2.55875
    PC8 > -2.966951
    PC8 <= -0.2387235
    PC16 <= -0.6118394
    PC57 > -0.100883
    PC73 > 0.2724714
    PC77 <= 2.041648
    ->  class 2\|4  [0.922]

Rule 40/263: (30.1/3, lift 15.2)
    PC1 <= -0.3062993
    PC2 > -8.261213
    PC2 <= 2.55875
    PC8 > -2.966951
    PC8 <= -0.2387235
    PC12 > 0.2889674
    PC29 > 0.2788967
    PC69 > -0.2731649
    ->  class 2\|4  [0.874]

Rule 40/264: (5.5, lift 15.1)
    PC1 <= -0.3062993
    PC8 <= -2.966951
    PC45 <= -0.3740209
    PC64 > 0.5843346
    PC71 <= 5.215353
    ->  class 2\|4  [0.866]

Rule 40/265: (51.5/7.3, lift 14.7)
    PC1 <= -0.3062993
    PC2 <= 2.55875
    PC8 > -2.966951
    PC8 <= -0.2387235
    PC32 > 1.590739
    PC56 <= 0.1648983
    PC65 > 0.2430443
    ->  class 2\|4  [0.845]

Rule 40/266: (24.6/4.5, lift 13.8)
    PC1 <= -0.3062993
    PC2 <= 2.55875
    PC8 > -2.966951
    PC8 <= -0.2387235
    PC28 <= 0.05333866
    PC45 > 0.4482573
    PC57 > -0.100883
    PC77 <= 2.041648
    ->  class 2\|4  [0.792]

Rule 40/267: (7.9/2.4, lift 11.5)
    PC8 <= -2.966951
    PC43 <= -0.1303304
    PC71 > 5.215353
    ->  class 2\|4  [0.658]

Default class: 2\|3

-----  Trial 41:  -----

Rules:

Rule 41/1: (78.6, lift 15.8)
    PC3 <= 1.640775
    PC13 <= 7.236558
    PC17 > 3.811852
    PC21 <= 0.4994113
    PC22 > -0.3179235
    PC43 <= 1.800024
    ->  class 0\|0  [0.988]

Rule 41/2: (64.6, lift 15.8)
    PC13 <= 7.236558
    PC18 > 2.885629
    PC22 > -0.3179235
    PC26 <= 0.6631289
    PC33 <= 3.205309
    PC47 > -1.610874
    PC69 > -1.772592
    PC71 > -1.088033
    PC91 <= -0.6636472
    ->  class 0\|0  [0.984]

Rule 41/3: (46.9, lift 15.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC12 > -1.876515
    PC13 <= 7.236558
    PC18 > -0.1703712
    PC21 <= 0.4994113
    PC26 <= 0.6631289
    PC71 <= -1.088033
    PC91 <= 2.682686
    ->  class 0\|0  [0.980]

Rule 41/4: (61.6/0.4, lift 15.7)
    PC12 > -1.876515
    PC13 <= 7.236558
    PC18 > 1.22969
    PC21 <= 0.4994113
    PC26 <= 0.6631289
    PC33 <= 3.205309
    PC91 <= 2.682686
    PC100 <= -0.788757
    ->  class 0\|0  [0.978]

Rule 41/5: (140.4/5.6, lift 15.3)
    PC4 > -9.220832
    PC5 <= -0.4980008
    PC18 > 1.22969
    PC22 > -0.3179235
    PC49 <= 0.4706789
    PC55 > -0.2042117
    PC81 <= 0.7577374
    PC90 <= 0.55565
    PC97 <= 0.1312201
    PC99 > -0.2696401
    ->  class 0\|0  [0.954]

Rule 41/6: (431.6/19.2, lift 15.3)
    PC4 > -9.220832
    PC4 <= 8.464436
    PC5 > -0.4980008
    PC18 > 1.22969
    PC21 <= 0.4994113
    PC22 > -0.3179235
    PC26 <= 0.6631289
    PC41 > -0.1601339
    PC51 <= 0.4232272
    PC54 <= 1.492335
    PC69 > -1.772592
    PC91 > -0.6636472
    PC91 <= 2.682686
    PC97 <= 0.1312201
    PC98 > -2.16219
    PC99 > -0.4938342
    ->  class 0\|0  [0.953]

Rule 41/7: (13.5, lift 15.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 <= 8.464436
    PC13 <= 7.236558
    PC18 > -0.1703712
    PC22 <= -0.3179235
    PC33 <= 3.205309
    PC80 <= -0.6234325
    ->  class 0\|0  [0.936]

Rule 41/8: (22.6/1.1, lift 14.7)
    PC13 <= 7.236558
    PC18 > 1.22969
    PC22 > -0.3179235
    PC26 <= 0.6631289
    PC33 <= 3.205309
    PC43 <= 1.063675
    PC48 <= 0.2160237
    PC51 > 0.4232272
    PC91 <= 2.682686
    PC98 > -2.16219
    ->  class 0\|0  [0.916]

Rule 41/9: (48.8/3.6, lift 14.6)
    PC12 > -1.876515
    PC18 > 1.22969
    PC18 <= 5.215645
    PC22 > -0.3179235
    PC26 <= 0.6631289
    PC43 <= 1.063675
    PC47 > -1.610874
    PC51 > 0.4232272
    PC52 > 0.1271512
    PC91 <= 2.682686
    PC98 > -2.16219
    PC99 > -0.4938342
    ->  class 0\|0  [0.910]

Rule 41/10: (170.8/15.7, lift 14.5)
    PC18 > 1.22969
    PC22 > -0.3179235
    PC25 <= 0.02453667
    PC26 <= 0.6631289
    PC31 > -0.2654943
    PC33 <= 3.205309
    PC38 <= 0.5265351
    PC51 <= 0.4232272
    PC64 <= 1.618402
    PC80 <= 0.182734
    PC91 > -0.6636472
    PC95 <= 0.8596638
    PC97 > 0.1312201
    PC99 > -0.09683761
    ->  class 0\|0  [0.903]

Rule 41/11: (4.4, lift 13.5)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 <= 1.443925
    PC20 > 1.50364
    ->  class 0\|0  [0.845]

Rule 41/12: (5.6/0.4, lift 13.1)
    PC4 <= 8.464436
    PC13 <= 7.236558
    PC18 > 1.22969
    PC22 <= -0.3179235
    PC26 <= 0.6631289
    PC60 <= -0.6918343
    ->  class 0\|0  [0.819]

Rule 41/13: (36.8/8, lift 12.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 7.236558
    PC18 > -0.1703712
    PC18 <= 1.22969
    PC43 <= 1.800024
    PC47 <= -0.9079783
    PC69 > -3.315864
    ->  class 0\|0  [0.769]

Rule 41/14: (309.8/76.7, lift 12.0)
    PC2 > 2.5099
    PC2 <= 4.127379
    PC3 <= 1.640775
    PC13 <= 7.236558
    PC18 > 0.7342479
    PC28 <= 0.1064185
    PC92 <= 0.6937239
    ->  class 0\|0  [0.751]

Rule 41/15: (8.7/2.1, lift 11.4)
    PC13 > 7.236558
    PC31 > 0.1474187
    PC47 > -1.610874
    PC51 > -2.976097
    PC83 > -4.32544
    PC93 <= -0.2532751
    ->  class 0\|0  [0.715]

Rule 41/16: (140.5, lift 13.5)
    PC2 > 4.127379
    PC3 <= 1.640775
    PC11 > -0.118402
    PC13 <= 7.236558
    PC18 > -0.1703712
    PC18 <= 1.22969
    PC43 <= 1.800024
    PC47 > -0.9079783
    PC69 > -3.315864
    PC80 <= 0.5635673
    PC92 <= 0.6937239
    PC93 > 0.2544298
    ->  class 0\|1  [0.993]

Rule 41/17: (79, lift 13.4)
    PC4 <= 8.464436
    PC13 <= 7.236558
    PC18 > 1.22969
    PC18 <= 2.885629
    PC21 <= 0.4994113
    PC65 > -2.560152
    PC69 > -3.315864
    PC91 <= -0.6636472
    ->  class 0\|1  [0.988]

Rule 41/18: (82, lift 13.4)
    PC12 > -1.876515
    PC13 <= 7.236558
    PC18 > 1.22969
    PC43 <= 1.800024
    PC48 > 0.2160237
    PC51 > 0.4232272
    PC52 <= 0.1271512
    PC71 > -1.088033
    PC100 > -0.788757
    ->  class 0\|1  [0.988]

Rule 41/19: (177.8/1.9, lift 13.4)
    PC2 > 4.127379
    PC3 <= 1.640775
    PC13 <= 7.236558
    PC18 > -0.1703712
    PC18 <= 1.22969
    PC27 <= 0.3639117
    PC30 > -1.905065
    PC42 <= 1.576162
    PC47 > -0.9079783
    PC49 > -0.8104146
    PC60 <= 0.2884501
    PC80 <= 0.5635673
    PC92 <= 0.6937239
    ->  class 0\|1  [0.984]

Rule 41/20: (76.9/0.3, lift 13.4)
    PC4 <= 8.464436
    PC13 <= 7.236558
    PC18 > 1.22969
    PC22 <= -0.3179235
    PC31 > -0.2662473
    PC43 <= 1.800024
    PC47 > -1.02013
    PC60 > -0.6918343
    PC65 <= 2.525243
    PC80 > -0.6234325
    PC91 <= 2.682686
    PC100 > -0.788757
    ->  class 0\|1  [0.983]

Rule 41/21: (50.6, lift 13.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 <= 8.464436
    PC18 > -0.1703712
    PC31 <= -0.2654943
    PC33 <= 3.205309
    PC43 <= 1.800024
    PC71 > -1.088033
    PC97 > 0.1312201
    ->  class 0\|1  [0.981]

Rule 41/22: (44, lift 13.3)
    PC2 > 2.5099
    PC2 <= 4.127379
    PC3 <= 1.640775
    PC11 > -0.118402
    PC18 > -0.1703712
    PC18 <= 0.7342479
    PC28 <= 0.1064185
    PC47 > -0.9079783
    ->  class 0\|1  [0.978]

Rule 41/23: (42.9, lift 13.3)
    PC2 > 2.5099
    PC13 <= 7.236558
    PC18 > 1.22969
    PC43 > 1.063675
    PC43 <= 1.800024
    PC71 > -1.088033
    PC100 > -0.788757
    ->  class 0\|1  [0.978]

Rule 41/24: (40.7, lift 13.3)
    PC2 > 2.5099
    PC13 <= 7.236558
    PC18 > 1.22969
    PC51 <= 0.4232272
    PC69 > -3.315864
    PC71 > -1.088033
    PC80 > 0.182734
    PC97 > 0.1312201
    PC99 > -0.4938342
    ->  class 0\|1  [0.977]

Rule 41/25: (36.5, lift 13.2)
    PC17 <= 3.811852
    PC18 > 5.215645
    PC22 > -0.3179235
    PC26 <= 0.6631289
    PC71 > -1.088033
    PC91 > -0.6636472
    ->  class 0\|1  [0.974]

Rule 41/26: (47.1/0.3, lift 13.2)
    PC4 <= 8.464436
    PC13 <= 7.236558
    PC17 <= 3.811852
    PC18 > 1.22969
    PC21 <= 0.4994113
    PC69 > -3.315864
    PC69 <= -1.772592
    PC71 > -1.088033
    PC100 > -0.788757
    ->  class 0\|1  [0.973]

Rule 41/27: (35.4, lift 13.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 > -9.220832
    PC5 <= -0.4980008
    PC18 > -0.1703712
    PC26 <= 0.6631289
    PC47 > -1.610874
    PC81 > 0.7577374
    PC91 > -0.6636472
    ->  class 0\|1  [0.973]

Rule 41/28: (126.1/2.9, lift 13.2)
    PC2 > 4.127379
    PC3 <= 1.640775
    PC13 <= 7.236558
    PC15 > -0.9988995
    PC18 > -0.1703712
    PC18 <= 1.22969
    PC19 > -0.2388923
    PC42 <= 1.576162
    PC69 > -3.315864
    PC74 <= 0.6271786
    PC80 <= 0.5635673
    PC83 > -4.32544
    PC88 > 0.128831
    PC92 <= 0.6937239
    ->  class 0\|1  [0.970]

Rule 41/29: (25.6, lift 13.1)
    PC2 > 2.5099
    PC5 <= -0.4980008
    PC18 > 1.22969
    PC55 <= -0.2042117
    PC71 > -1.088033
    ->  class 0\|1  [0.964]

Rule 41/30: (90.3/2.5, lift 13.1)
    PC12 > -1.876515
    PC17 <= 3.811852
    PC18 > 1.22969
    PC21 <= 0.4994113
    PC22 > -0.3179235
    PC50 > -0.4981221
    PC69 > -3.315864
    PC71 > -1.088033
    PC99 <= -0.4938342
    PC100 > -0.788757
    ->  class 0\|1  [0.962]

Rule 41/31: (22.1, lift 13.0)
    PC7 <= -0.7458541
    PC18 <= -0.1703712
    PC41 <= 0.4318216
    PC42 <= -2.253533
    PC85 <= 1.414839
    ->  class 0\|1  [0.959]

Rule 41/32: (22.2, lift 13.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC5 <= -0.4980008
    PC21 <= 0.4994113
    PC49 > 0.4706789
    PC51 <= 0.4232272
    ->  class 0\|1  [0.959]

Rule 41/33: (25.9/0.2, lift 13.0)
    PC5 <= -0.4980008
    PC18 > 1.22969
    PC22 > -0.3179235
    PC99 <= -0.2696401
    ->  class 0\|1  [0.958]

Rule 41/34: (21.7, lift 13.0)
    PC2 > 2.5099
    PC12 > -1.876515
    PC13 <= 7.236558
    PC18 > -0.1703712
    PC69 > -1.772592
    PC91 > -0.6636472
    PC95 > 0.8596638
    PC100 > -0.788757
    ->  class 0\|1  [0.958]

Rule 41/35: (55.7/1.5, lift 13.0)
    PC12 > -1.876515
    PC13 <= 7.236558
    PC18 > 1.22969
    PC21 <= 0.4994113
    PC47 > -1.610874
    PC91 > 2.682686
    ->  class 0\|1  [0.957]

Rule 41/36: (20.5, lift 13.0)
    PC2 > 2.5099
    PC13 <= 7.236558
    PC18 > -0.1703712
    PC21 <= 0.4994113
    PC22 > -0.3179235
    PC26 <= 0.6631289
    PC47 > -1.610874
    PC71 > -1.088033
    PC98 <= -2.16219
    PC100 > -0.788757
    ->  class 0\|1  [0.956]

Rule 41/37: (69.6/2.2, lift 13.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 <= 8.464436
    PC13 <= 7.236558
    PC17 <= 3.811852
    PC18 > -0.1703712
    PC38 > 0.5265351
    PC64 <= 1.618402
    PC69 > -1.772592
    PC91 > -0.6636472
    PC97 > 0.1312201
    PC100 > -0.788757
    ->  class 0\|1  [0.956]

Rule 41/38: (84.5/3.1, lift 12.9)
    PC13 > 7.236558
    PC13 <= 12.55908
    PC18 > -0.1703712
    PC30 <= 1.6136
    PC31 <= 0.1474187
    PC37 > -0.2538081
    PC47 > -1.610874
    PC83 > -4.32544
    PC93 <= -0.2532751
    ->  class 0\|1  [0.952]

Rule 41/39: (21.6/0.2, lift 12.9)
    PC2 > 2.5099
    PC4 <= 8.464436
    PC17 <= 3.811852
    PC18 > -0.1703712
    PC22 > -0.3179235
    PC54 > 1.492335
    PC97 <= 0.1312201
    PC100 > -0.788757
    ->  class 0\|1  [0.948]

Rule 41/40: (103.1/5, lift 12.8)
    PC2 > 2.5099
    PC12 > -1.876515
    PC18 > -0.1703712
    PC26 <= 0.6631289
    PC33 > 3.205309
    PC47 > -1.610874
    ->  class 0\|1  [0.943]

Rule 41/41: (15.4, lift 12.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -0.1703712
    PC18 <= 1.22969
    PC19 > -0.2388923
    PC42 <= 1.576162
    PC49 <= -0.5205081
    PC65 > -1.556631
    PC80 <= 0.5635673
    PC92 > 0.6937239
    ->  class 0\|1  [0.942]

Rule 41/42: (72/3.7, lift 12.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC12 > -1.876515
    PC17 <= 3.811852
    PC18 > -0.1703712
    PC22 > -0.3179235
    PC25 > 0.02453667
    PC41 > -0.1601339
    PC51 <= 0.4232272
    PC71 > -1.088033
    PC97 > 0.1312201
    PC100 > -0.788757
    ->  class 0\|1  [0.937]

Rule 41/43: (60.3/3.4, lift 12.6)
    PC4 <= -9.220832
    PC18 > 1.22969
    PC71 > -1.088033
    ->  class 0\|1  [0.930]

Rule 41/44: (150.5/12.8, lift 12.4)
    PC12 > -1.876515
    PC13 <= 7.236558
    PC18 > 1.22969
    PC26 > 0.6631289
    PC43 <= 1.800024
    PC65 > -2.560152
    PC69 > -3.315864
    ->  class 0\|1  [0.909]

Rule 41/45: (53.7/4.1, lift 12.3)
    PC2 > 2.5099
    PC12 > -1.876515
    PC13 <= 7.236558
    PC18 > 1.22969
    PC25 <= 0.02453667
    PC80 <= 0.182734
    PC97 > 0.1312201
    PC99 <= -0.09683761
    PC100 > -0.788757
    ->  class 0\|1  [0.908]

Rule 41/46: (66/8.3, lift 11.7)
    PC4 > 8.464436
    PC12 > -1.876515
    PC18 > 1.22969
    PC65 > -2.560152
    ->  class 0\|1  [0.863]

Rule 41/47: (37.5/4.8, lift 11.6)
    PC6 <= 0.2081154
    PC7 > -0.7458541
    PC10 <= -0.9147598
    PC18 > -1.752927
    PC18 <= -0.1703712
    PC78 > 0.2914205
    ->  class 0\|1  [0.853]

Rule 41/48: (62.3/9.4, lift 11.4)
    PC2 > 2.5099
    PC5 <= -0.4980008
    PC18 > -0.1703712
    PC26 <= 0.6631289
    PC54 <= 1.492335
    PC90 > 0.55565
    PC91 > -0.6636472
    PC97 <= 0.1312201
    ->  class 0\|1  [0.838]

Rule 41/49: (16.6/2.4, lift 11.1)
    PC10 <= -0.9147598
    PC18 > -1.752927
    PC18 <= -0.1703712
    PC41 <= 0.2131675
    PC78 <= 0.2914205
    PC95 > 0.5666559
    ->  class 0\|1  [0.816]

Rule 41/50: (27.3/4.5, lift 11.0)
    PC2 > 2.5099
    PC18 > -0.1703712
    PC22 > -0.3179235
    PC43 <= 1.800024
    PC47 > -1.610874
    PC64 > 1.618402
    PC97 > 0.1312201
    PC99 > -0.4938342
    ->  class 0\|1  [0.812]

Rule 41/51: (86.8/16.9, lift 10.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC12 > -1.876515
    PC18 > -0.1703712
    PC26 <= 0.6631289
    PC41 <= -0.1601339
    PC51 > -2.976097
    PC65 > -2.560152
    PC69 > -3.315864
    PC95 <= 0.8596638
    PC99 > -0.4938342
    PC100 > -0.788757
    ->  class 0\|1  [0.799]

Rule 41/52: (50.2/10.3, lift 10.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 <= -0.7458541
    PC17 > -1.922281
    PC18 <= -0.1703712
    PC41 <= 0.4318216
    ->  class 0\|1  [0.783]

Rule 41/53: (84.9/18.4, lift 10.6)
    PC3 <= 1.640775
    PC7 > -0.7458541
    PC10 <= -0.9147598
    PC18 > -1.752927
    PC41 > 0.2131675
    ->  class 0\|1  [0.776]

Rule 41/54: (43.4/9.5, lift 10.5)
    PC2 > 2.5099
    PC7 > -0.7458541
    PC54 > 0.3475626
    PC54 <= 3.096431
    PC78 > 2.492486
    ->  class 0\|1  [0.769]

Rule 41/55: (43.7/11, lift 10.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC9 <= 0.3432908
    PC18 <= -0.1703712
    PC41 > 0.4318216
    ->  class 0\|1  [0.737]

Rule 41/56: (54.1, lift 10.6)
    PC2 > 2.5099
    PC7 > -0.7458541
    PC18 > -1.752927
    PC18 <= -0.1703712
    PC49 <= 1.328311
    PC54 <= 3.096431
    PC65 > 1.13128
    PC88 > -1.609503
    ->  class 0\|2  [0.982]

Rule 41/57: (70.8/1.1, lift 10.5)
    PC18 <= -1.752927
    PC41 <= 0.4318216
    PC52 > -0.9378876
    PC54 <= 3.096431
    PC71 > 0.3651414
    PC78 <= 2.492486
    PC96 > -0.7313746
    PC97 > -0.6475182
    ->  class 0\|2  [0.971]

Rule 41/58: (29.7, lift 10.4)
    PC2 > 2.5099
    PC6 <= 0.2081154
    PC7 > -0.7458541
    PC9 > 0.6433303
    PC18 <= -1.752927
    ->  class 0\|2  [0.968]

Rule 41/59: (53.3/0.9, lift 10.4)
    PC2 > 2.5099
    PC3 <= -0.9301829
    PC7 > -0.7458541
    PC8 > 0.04067648
    PC18 <= -1.752927
    PC71 <= 0.3651414
    PC97 > -0.6475182
    ->  class 0\|2  [0.965]

Rule 41/60: (140.1/6, lift 10.2)
    PC2 > 2.5099
    PC3 <= -0.1589118
    PC4 > -7.600563
    PC6 <= 0.2081154
    PC18 <= -1.752927
    PC37 <= 1.507442
    PC38 <= 1.336192
    PC54 <= 3.096431
    PC78 <= 0.69841
    PC86 > -1.586472
    PC94 > 0.5052416
    PC97 > -0.6475182
    ->  class 0\|2  [0.951]

Rule 41/61: (16, lift 10.2)
    PC2 > 2.5099
    PC7 > -0.7458541
    PC18 <= -0.1703712
    PC32 > 2.677861
    ->  class 0\|2  [0.944]

Rule 41/62: (16.2, lift 10.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 > -0.7458541
    PC18 <= -0.1703712
    PC54 <= 3.096431
    PC75 <= -0.5846856
    PC87 > -0.02454088
    PC92 > -0.1252594
    PC96 > -0.7313746
    ->  class 0\|2  [0.942]

Rule 41/63: (18/0.2, lift 10.1)
    PC3 <= -0.9301829
    PC18 <= -1.752927
    PC20 > -3.77979
    PC25 > -1.233701
    PC57 <= 1.570043
    PC71 <= 0.3651414
    PC87 <= 0.3689643
    PC95 > 0.6131012
    PC96 > -0.7313746
    PC97 > -0.6475182
    ->  class 0\|2  [0.940]

Rule 41/64: (13.8, lift 10.1)
    PC18 <= -0.1703712
    PC20 > -3.77979
    PC36 <= -3.213822
    PC71 <= 0.3651414
    PC87 <= 0.3689643
    PC94 <= 0.5052416
    PC97 > -0.6475182
    ->  class 0\|2  [0.937]

Rule 41/65: (64.9/3.7, lift 10.0)
    PC2 > 3.619425
    PC3 > -0.9301829
    PC3 <= 1.640775
    PC18 <= -1.752927
    PC20 > -3.77979
    PC41 <= 0.4318216
    PC78 <= 2.492486
    PC97 > -0.6475182
    ->  class 0\|2  [0.930]

Rule 41/66: (14.9/0.3, lift 9.9)
    PC7 > -0.7458541
    PC18 <= -1.752927
    PC38 <= -4.201078
    ->  class 0\|2  [0.923]

Rule 41/67: (121.2/9.7, lift 9.8)
    PC4 <= -7.600563
    PC6 <= -0.576553
    PC18 <= -1.752927
    ->  class 0\|2  [0.913]

Rule 41/68: (51.5/4, lift 9.8)
    PC2 > 2.5099
    PC3 > -0.9301829
    PC7 > -0.7458541
    PC18 <= -0.1703712
    PC45 > 1.176643
    PC54 <= 3.096431
    PC94 <= 0.5052416
    ->  class 0\|2  [0.907]

Rule 41/69: (50.7/4.2, lift 9.7)
    PC2 > 2.5099
    PC4 <= 8.081225
    PC7 > -0.7458541
    PC18 <= -1.752927
    PC37 <= -0.7699763
    PC54 <= 3.096431
    PC87 <= 0.3689643
    PC94 <= 0.5052416
    PC96 > -0.7313746
    PC97 > -0.6475182
    ->  class 0\|2  [0.901]

Rule 41/70: (25.3/1.7, lift 9.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 <= -0.1703712
    PC41 <= 0.4318216
    PC54 <= 3.096431
    PC67 > 0.6210548
    PC97 > -0.6475182
    ->  class 0\|2  [0.901]

Rule 41/71: (7.8, lift 9.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC41 <= 0.4318216
    PC78 <= 2.492486
    PC99 > 5.057907
    ->  class 0\|2  [0.898]

Rule 41/72: (10.5/0.3, lift 9.7)
    PC6 > 0.1831254
    PC6 <= 0.2081154
    PC18 <= -1.752927
    PC97 > -0.6475182
    ->  class 0\|2  [0.898]

Rule 41/73: (39/3.4, lift 9.6)
    PC3 <= -0.9301829
    PC20 > -3.77979
    PC25 <= -1.233701
    PC37 > -0.7699763
    PC54 <= 3.096431
    PC57 <= 1.570043
    PC71 <= 0.3651414
    PC78 <= 2.492486
    PC94 <= 0.5052416
    PC96 > -0.7313746
    ->  class 0\|2  [0.893]

Rule 41/74: (101.2/11.8, lift 9.4)
    PC4 > 8.081225
    PC9 <= 0.6433303
    PC18 <= -0.1703712
    PC36 <= 2.499663
    PC38 > -4.201078
    PC95 <= 0.01620561
    PC97 > -0.6475182
    ->  class 0\|2  [0.876]

Rule 41/75: (16.8/1.8, lift 9.2)
    PC15 > 0.9703637
    PC18 <= -1.752927
    PC49 <= 1.328311
    PC97 <= -0.6475182
    ->  class 0\|2  [0.850]

Rule 41/76: (78.8/11.8, lift 9.1)
    PC3 <= 1.640775
    PC7 > -0.7458541
    PC18 <= -1.752927
    PC54 <= 3.096431
    PC67 <= 0.6210548
    PC75 <= -0.2615614
    PC87 <= 0.3689643
    PC96 > -0.7313746
    PC97 > 0.6117411
    ->  class 0\|2  [0.842]

Rule 41/77: (20.2/2.7, lift 9.0)
    PC3 <= 1.640775
    PC7 > -0.7458541
    PC18 <= -0.1703712
    PC49 <= 1.328311
    PC54 <= 3.096431
    PC57 > 1.570043
    PC94 <= 0.5052416
    PC96 > -0.7313746
    PC97 > -0.6475182
    ->  class 0\|2  [0.834]

Rule 41/78: (67.2/12.3, lift 8.7)
    PC2 > 2.5099
    PC3 <= -0.9301829
    PC4 <= 8.081225
    PC18 <= -0.1703712
    PC20 > -3.77979
    PC25 > -1.233701
    PC40 > 0.6729327
    PC57 <= 1.570043
    PC87 > -0.02454088
    PC92 > -0.1252594
    PC95 <= 0.6131012
    PC96 > -0.7313746
    PC97 > -0.6475182
    ->  class 0\|2  [0.808]

Rule 41/79: (7704.6/5854.7, lift 2.6)
    PC2 > 2.5099
    ->  class 0\|2  [0.240]

Rule 41/80: (155.1, lift 11.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC10 > -0.9147598
    PC18 <= -0.1703712
    PC31 > 0.05722724
    PC34 <= 4.448333
    PC36 > -0.06267281
    ->  class 0\|3  [0.994]

Rule 41/81: (127.1, lift 11.1)
    PC4 <= 8.081225
    PC18 <= -0.1703712
    PC20 <= -3.77979
    PC32 <= 2.677861
    PC37 > -0.7699763
    PC41 <= 0.4318216
    PC71 <= 0.3651414
    PC78 <= 2.492486
    PC94 <= 0.5052416
    ->  class 0\|3  [0.992]

Rule 41/82: (123.7, lift 11.1)
    PC34 <= -2.857085
    PC36 > -0.06267281
    ->  class 0\|3  [0.992]

Rule 41/83: (76.3, lift 11.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -0.1703712
    PC51 <= -2.976097
    ->  class 0\|3  [0.987]

Rule 41/84: (71.2, lift 11.0)
    PC2 > 2.5099
    PC20 <= -2.074707
    PC83 <= -4.32544
    ->  class 0\|3  [0.986]

Rule 41/85: (56.5, lift 11.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 > -0.7458541
    PC10 > -0.9147598
    PC18 <= -0.1703712
    PC20 > -2.725438
    PC21 <= 0.242607
    PC36 > -0.06267281
    PC65 <= 1.13128
    PC79 <= -0.09076373
    PC88 > -1.609503
    PC96 > -0.6222262
    ->  class 0\|3  [0.983]

Rule 41/86: (90.2/1.4, lift 10.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC10 > -0.9147598
    PC18 <= -0.1703712
    PC36 > -0.06267281
    PC88 > 1.561454
    ->  class 0\|3  [0.974]

Rule 41/87: (44.3/0.9, lift 10.7)
    PC13 > 7.236558
    PC18 > -0.1703712
    PC47 > -1.610874
    PC69 > -0.6675636
    PC93 > -0.2532751
    ->  class 0\|3  [0.958]

Rule 41/88: (75.5/2.5, lift 10.7)
    PC2 > 2.5099
    PC10 > -0.9147598
    PC18 > -1.752927
    PC18 <= -0.1703712
    PC20 <= -2.725438
    ->  class 0\|3  [0.954]

Rule 41/89: (30.4/0.5, lift 10.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC10 > -0.9147598
    PC18 > -1.752927
    PC18 <= -0.1703712
    PC31 > 0.2372069
    ->  class 0\|3  [0.954]

Rule 41/90: (28.1/0.8, lift 10.5)
    PC7 > -0.7458541
    PC18 <= -0.1703712
    PC26 <= 0.05602082
    PC54 <= 0.3475626
    PC78 > 2.492486
    ->  class 0\|3  [0.940]

Rule 41/91: (14.1, lift 10.5)
    PC2 > 2.5099
    PC3 <= -6.889543
    PC7 > -0.7458541
    PC18 <= -0.1703712
    ->  class 0\|3  [0.938]

Rule 41/92: (19.8/0.4, lift 10.5)
    PC7 > -0.7458541
    PC18 > -1.752927
    PC18 <= -0.1703712
    PC34 > 4.448333
    PC41 <= 0.4318216
    ->  class 0\|3  [0.934]

Rule 41/93: (9.3, lift 10.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 <= -0.7458541
    PC18 <= -0.1703712
    PC22 > 2.272664
    PC41 <= 0.4318216
    PC42 > -2.253533
    ->  class 0\|3  [0.912]

Rule 41/94: (55.4/5.6, lift 9.9)
    PC2 > 2.5099
    PC7 > -0.7458541
    PC10 > -0.9147598
    PC18 > -1.752927
    PC18 <= -0.1703712
    PC36 > -0.06267281
    PC88 <= -1.609503
    ->  class 0\|3  [0.886]

Rule 41/95: (14.7/0.9, lift 9.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC11 <= -0.118402
    PC13 <= 7.236558
    PC18 > -0.1703712
    PC18 <= 1.22969
    ->  class 0\|3  [0.886]

Rule 41/96: (48/5.4, lift 9.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 > 0.2081154
    PC18 <= -0.1703712
    ->  class 0\|3  [0.873]

Rule 41/97: (4.4/0.3, lift 9.0)
    PC10 <= -0.9147598
    PC18 > -1.752927
    PC18 <= -0.1703712
    PC80 <= -0.9811946
    ->  class 0\|3  [0.800]

Rule 41/98: (32.1/6.4, lift 8.8)
    PC13 > 7.236558
    PC18 > -0.1703712
    PC47 > -1.610874
    PC68 <= -0.1930173
    PC93 > -0.2532751
    ->  class 0\|3  [0.785]

Rule 41/99: (1846.7/672, lift 7.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 > -0.7458541
    PC18 <= -1.752927
    PC78 <= 2.492486
    ->  class 0\|3  [0.636]

Rule 41/100: (109.1/0.7, lift 16.1)
    PC2 > 2.5099
    PC3 > 1.640775
    PC7 <= 10.40916
    PC18 <= 0.7419922
    PC20 > -0.4276623
    PC62 <= -1.092129
    PC77 <= 0.6996027
    ->  class 1\|0  [0.985]

Rule 41/101: (223.6/3, lift 16.1)
    PC2 > 2.5099
    PC8 <= 1.683145
    PC16 <= -5.244119
    PC34 > -0.2918666
    ->  class 1\|0  [0.982]

Rule 41/102: (305/7, lift 15.9)
    PC1 > -0.3062993
    PC2 > -6.720232
    PC4 > -1.703869
    PC9 > 0.5940633
    PC11 <= 0.1796822
    PC16 <= 2.764433
    PC44 > -1.434638
    PC65 <= 0.1165469
    PC68 > -1.782571
    PC79 > -0.2093506
    PC85 > -0.05598481
    PC90 <= 0.530219
    ->  class 1\|0  [0.974]

Rule 41/103: (32, lift 15.9)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC62 > -1.092129
    PC63 <= 0.3149383
    PC100 <= -0.6490231
    ->  class 1\|0  [0.971]

Rule 41/104: (647/26.5, lift 15.7)
    PC1 > -0.3062993
    PC4 > -1.703869
    PC6 <= 8.137499
    PC8 > -1.150936
    PC9 > 0.5940633
    PC11 <= 1.243502
    PC16 <= 2.764433
    PC19 > 0.1806264
    PC45 <= 0.3152105
    PC62 <= 0.004686286
    PC68 > -1.782571
    PC79 > -0.1200572
    PC90 <= 0.530219
    ->  class 1\|0  [0.958]

Rule 41/105: (67.9/2, lift 15.6)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC24 <= 3.045341
    PC52 <= -0.5906264
    PC62 > -1.092129
    ->  class 1\|0  [0.957]

Rule 41/106: (16.8, lift 15.5)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC39 > 0.6386379
    PC52 > -0.5906264
    ->  class 1\|0  [0.947]

Rule 41/107: (12, lift 15.2)
    PC1 > -0.3062993
    PC3 <= -0.01609154
    PC10 > -0.9925902
    PC50 > 0.5827398
    ->  class 1\|0  [0.928]

Rule 41/108: (9.5, lift 14.9)
    PC1 <= -0.1729272
    PC2 <= 2.5099
    PC4 > 0.8676775
    PC38 > -2.545321
    PC51 > 0.5906922
    ->  class 1\|0  [0.913]

Rule 41/109: (161.4/26.6, lift 13.6)
    PC1 > -0.3062993
    PC2 <= 2.5099
    PC4 > -1.703869
    PC10 > -0.9925902
    PC34 <= -1.236938
    PC82 <= 0.5379106
    PC90 <= 0.530219
    ->  class 1\|0  [0.831]

Rule 41/110: (515.4/116.7, lift 12.6)
    PC1 > -0.1729272
    PC11 <= 2.038316
    PC15 <= -1.23413
    PC16 <= 0.1010376
    PC27 > -0.3543069
    ->  class 1\|0  [0.772]

Rule 41/111: (17.5/3.5, lift 12.6)
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC24 > 3.045341
    PC100 > -0.6490231
    ->  class 1\|0  [0.769]

Rule 41/112: (14.2/3.7, lift 11.6)
    PC1 > -0.1729272
    PC2 <= 2.5099
    PC9 <= 0.5940633
    PC10 > -0.9925902
    PC72 > 1.172356
    ->  class 1\|0  [0.710]

Rule 41/113: (98.1, lift 14.0)
    PC1 > -0.1729272
    PC2 <= 2.5099
    PC5 <= 8.069122
    PC9 <= 0.5940633
    PC11 <= 2.038316
    PC15 > -1.23413
    PC16 <= 0.1010376
    PC26 <= 0.7002807
    PC44 <= 1.405561
    PC72 <= 1.172356
    ->  class 1\|1  [0.990]

Rule 41/114: (81.5, lift 14.0)
    PC1 > -0.3062993
    PC2 <= 2.5099
    PC16 <= 3.149442
    PC17 > 2.268457
    ->  class 1\|1  [0.988]

Rule 41/115: (103.3/0.4, lift 14.0)
    PC1 > -0.3062993
    PC9 > 0.5940633
    PC11 > 0.1796822
    PC45 <= 0.3152105
    PC62 > 0.004686286
    PC90 <= 0.530219
    ->  class 1\|1  [0.987]

Rule 41/116: (127.3/1.1, lift 13.9)
    PC4 <= -1.703869
    PC9 > 0.5940633
    PC46 > 0.09251482
    PC90 <= 0.530219
    ->  class 1\|1  [0.984]

Rule 41/117: (47.8, lift 13.9)
    PC1 > -0.3062993
    PC1 <= -0.1729272
    PC2 <= 2.5099
    PC4 > 0.8676775
    PC51 <= 0.5906922
    ->  class 1\|1  [0.980]

Rule 41/118: (77.4/0.7, lift 13.9)
    PC1 > -0.3062993
    PC9 > 0.5940633
    PC11 > 1.243502
    PC45 <= 0.3152105
    PC90 <= 0.530219
    ->  class 1\|1  [0.979]

Rule 41/119: (29.2, lift 13.7)
    PC1 > -0.3062993
    PC9 > 0.5940633
    PC45 <= 0.3152105
    PC62 <= 0.004686286
    PC79 <= -0.1200572
    ->  class 1\|1  [0.966]

Rule 41/120: (107.6/3.1, lift 13.6)
    PC1 > 5.665487
    PC6 <= -1.020954
    PC9 <= 0.5940633
    PC10 > -0.9925902
    PC44 <= 1.405561
    PC50 <= 0.5827398
    ->  class 1\|1  [0.962]

Rule 41/121: (23.5, lift 13.6)
    PC1 > -0.1729272
    PC2 <= 2.5099
    PC4 > -1.703869
    PC11 <= 1.243502
    PC16 <= 3.149442
    PC45 <= 0.3152105
    PC62 > 0.004686286
    PC68 > -1.782571
    PC79 <= -0.2093506
    PC85 > -0.05598481
    PC90 <= 0.530219
    ->  class 1\|1  [0.960]

Rule 41/122: (20.1, lift 13.5)
    PC1 > -0.3062993
    PC2 <= -6.720232
    PC11 <= 1.243502
    PC62 > 0.004686286
    ->  class 1\|1  [0.955]

Rule 41/123: (17.1, lift 13.4)
    PC1 > 16.45006
    PC9 <= 0.5940633
    PC10 > -0.9925902
    PC44 > 1.405561
    ->  class 1\|1  [0.948]

Rule 41/124: (55/4.1, lift 12.9)
    PC1 > -0.3062993
    PC4 > -1.703869
    PC9 > 0.5940633
    PC11 <= 1.243502
    PC16 <= 2.764433
    PC62 > 0.004686286
    PC68 > -1.782571
    PC82 <= 0.5379106
    PC85 <= -0.05598481
    ->  class 1\|1  [0.911]

Rule 41/125: (7.7, lift 12.7)
    PC1 > -0.3062993
    PC9 > 0.5940633
    PC44 <= -1.434638
    PC45 <= 0.3152105
    PC68 > -1.782571
    PC90 <= 0.530219
    ->  class 1\|1  [0.897]

Rule 41/126: (136.4/14.3, lift 12.6)
    PC1 > -0.3062993
    PC9 > 0.5940633
    PC16 <= 2.764433
    PC19 <= 0.1806264
    PC45 <= 0.3152105
    PC68 > -1.782571
    PC90 <= 0.530219
    ->  class 1\|1  [0.889]

Rule 41/127: (46.4/6.9, lift 11.9)
    PC1 > -0.3062993
    PC9 > 0.5940633
    PC16 <= 2.764433
    PC45 <= 0.3152105
    PC59 <= 1.013144
    PC62 > 0.004686286
    PC65 > 0.1165469
    PC68 > -1.782571
    PC82 <= 0.5379106
    ->  class 1\|1  [0.837]

Rule 41/128: (10.2/1.2, lift 11.6)
    PC2 <= 2.5099
    PC9 > 0.5940633
    PC16 <= -2.441489
    PC45 > 0.3152105
    ->  class 1\|1  [0.822]

Rule 41/129: (2.9, lift 11.3)
    PC1 > -0.3062993
    PC27 <= -0.3543069
    PC99 <= -4.223274
    ->  class 1\|1  [0.795]

Rule 41/130: (45.1/11, lift 10.6)
    PC2 > 2.5099
    PC15 > -0.4466875
    PC19 <= -0.9169485
    ->  class 1\|1  [0.745]

Rule 41/131: (14.1/3.5, lift 10.2)
    PC1 > -0.3062993
    PC8 <= -1.150936
    PC9 > 0.5940633
    PC16 <= 2.764433
    PC62 <= 0.004686286
    ->  class 1\|1  [0.722]

Rule 41/132: (1512.3/898.5, lift 5.8)
    PC2 > 2.5099
    PC3 > 1.640775
    ->  class 1\|1  [0.406]

Rule 41/133: (77.6, lift 15.7)
    PC1 > -0.3062993
    PC9 > 0.5940633
    PC16 > 3.149442
    PC55 > 0.6811348
    ->  class 1\|2  [0.987]

Rule 41/134: (110.4/1, lift 15.6)
    PC2 > 2.5099
    PC3 > 1.640775
    PC8 <= 1.846783
    PC15 <= -0.4466875
    PC38 <= 0.2591586
    PC65 <= 0.09297178
    PC93 > -0.6975209
    ->  class 1\|2  [0.983]

Rule 41/135: (54.2, lift 15.6)
    PC1 > -0.1729272
    PC2 <= 2.5099
    PC4 <= -1.703869
    PC46 <= 0.09251482
    ->  class 1\|2  [0.982]

Rule 41/136: (27.7, lift 15.3)
    PC1 > -0.3062993
    PC2 <= -3.018054
    PC3 > -0.01609154
    PC10 > -0.9925902
    ->  class 1\|2  [0.966]

Rule 41/137: (36.4/1.4, lift 14.9)
    PC6 > 8.432528
    PC8 <= -0.6680527
    PC47 <= -0.779565
    ->  class 1\|2  [0.938]

Rule 41/138: (208.7/15.4, lift 14.6)
    PC2 > 2.5099
    PC3 > 1.640775
    PC15 > -0.4466875
    PC16 > -0.8879908
    PC19 > -0.9169485
    PC23 <= 0.7439958
    PC29 > -0.74414
    PC49 <= 0.2039088
    PC93 > -0.9696231
    ->  class 1\|2  [0.922]

Rule 41/139: (10.4, lift 14.6)
    PC2 <= 2.5099
    PC4 > 0.8676775
    PC38 <= -2.545321
    ->  class 1\|2  [0.919]

Rule 41/140: (24.6/1.6, lift 14.3)
    PC3 > 1.640775
    PC16 > -0.8879908
    PC18 <= -1.035297
    PC65 > 0.09297178
    ->  class 1\|2  [0.903]

Rule 41/141: (3402.6/2486.7, lift 4.3)
    PC1 > -0.1729272
    PC2 <= 2.5099
    ->  class 1\|2  [0.269]

Rule 41/142: (162.6/0.7, lift 14.9)
    PC1 > -0.1729272
    PC2 <= 2.5099
    PC3 > -0.01609154
    PC11 > -0.35632
    PC16 > 0.1010376
    PC27 > -0.3543069
    PC42 > -0.03663865
    PC69 <= -0.04183514
    PC77 > -0.4219849
    ->  class 1\|3  [0.990]

Rule 41/143: (66.7, lift 14.8)
    PC1 > -0.3062993
    PC2 > -3.018054
    PC2 <= 2.5099
    PC3 > -0.01609154
    PC9 <= -1.497579
    PC10 > -0.9925902
    PC16 <= 0.1010376
    PC27 > -0.3543069
    PC83 > -0.4486144
    ->  class 1\|3  [0.985]

Rule 41/144: (181/2.8, lift 14.7)
    PC1 > -0.1729272
    PC2 <= 2.5099
    PC3 > -0.01609154
    PC11 > -0.35632
    PC16 > 0.1010376
    PC16 <= 8.685221
    PC42 > -0.03663865
    PC46 <= 0.4973331
    PC49 <= 1.199867
    PC53 <= 1.054723
    PC77 > -0.4219849
    PC99 <= 1.23182
    PC100 > -1.181732
    ->  class 1\|3  [0.979]

Rule 41/145: (137.4/2.3, lift 14.7)
    PC2 > 2.5099
    PC3 > 1.640775
    PC15 <= -0.4466875
    PC18 > -1.035297
    PC65 > 0.09297178
    ->  class 1\|3  [0.976]

Rule 41/146: (27.6, lift 14.5)
    PC10 <= -0.9925902
    PC13 <= 0.6137227
    PC19 <= -1.342918
    PC97 <= 0.845985
    ->  class 1\|3  [0.966]

Rule 41/147: (59.8/1.1, lift 14.5)
    PC2 > 2.5099
    PC3 > 1.640775
    PC15 <= -0.4466875
    PC38 <= 0.2591586
    PC93 <= -0.6975209
    ->  class 1\|3  [0.966]

Rule 41/148: (94.3/2.4, lift 14.5)
    PC1 > -0.3062993
    PC1 <= 1.807106
    PC2 <= 2.5099
    PC16 > 3.149442
    PC55 <= 0.6811348
    PC80 > -0.7853009
    PC87 <= -0.06414759
    ->  class 1\|3  [0.965]

Rule 41/149: (25.7, lift 14.4)
    PC1 > -0.3062993
    PC1 <= 1.807106
    PC9 > 0.5940633
    PC11 > -1.715926
    PC16 > 3.149442
    PC55 <= 0.6811348
    PC57 > 0.06403611
    PC75 <= 0.7924587
    ->  class 1\|3  [0.961]

Rule 41/150: (32/0.5, lift 14.4)
    PC1 > -0.3062993
    PC9 > 0.5940633
    PC16 <= 3.149442
    PC45 > 0.3152105
    PC70 <= -0.1935682
    ->  class 1\|3  [0.955]

Rule 41/151: (38.8/0.9, lift 14.3)
    PC1 > -0.3062993
    PC1 <= 1.807106
    PC9 > 0.5940633
    PC11 > -1.715926
    PC16 > 3.149442
    PC55 <= 0.6811348
    PC57 > 0.06403611
    PC80 <= -0.7853009
    ->  class 1\|3  [0.954]

Rule 41/152: (18.3, lift 14.3)
    PC1 > -0.3062993
    PC9 > 0.5940633
    PC16 <= 3.149442
    PC87 > 1.368058
    ->  class 1\|3  [0.951]

Rule 41/153: (35.3/1, lift 14.2)
    PC1 > -0.3062993
    PC3 > -0.01609154
    PC11 > -0.35632
    PC12 <= -1.844667
    PC16 > 0.1010376
    PC27 > -0.3543069
    PC42 <= -0.03663865
    PC53 <= 1.054723
    PC77 > -0.4219849
    ->  class 1\|3  [0.947]

Rule 41/154: (7.9, lift 13.5)
    PC2 <= 2.5099
    PC10 <= -0.9925902
    PC19 <= -1.342918
    PC50 > -0.1041523
    ->  class 1\|3  [0.899]

Rule 41/155: (7.7, lift 13.3)
    PC2 > 2.5099
    PC8 > 1.846783
    PC15 <= -0.4466875
    ->  class 1\|3  [0.887]

Rule 41/156: (5.7, lift 13.1)
    PC1 > -0.1729272
    PC1 <= 0.2613656
    PC2 <= 2.5099
    PC3 > -0.01609154
    PC27 <= -0.3543069
    ->  class 1\|3  [0.870]

Rule 41/157: (32.9/3.9, lift 12.9)
    PC1 > -0.3062993
    PC9 > 0.5940633
    PC16 <= 2.764433
    PC34 > -1.236938
    PC45 <= 0.3152105
    PC68 <= -1.782571
    PC82 <= 0.5379106
    ->  class 1\|3  [0.860]

Rule 41/158: (121.2/22.7, lift 12.1)
    PC3 > 1.640775
    PC15 <= -0.4466875
    PC38 > 0.2591586
    ->  class 1\|3  [0.807]

Rule 41/159: (4916.4/3757.7, lift 3.5)
    PC1 > -0.3062993
    PC2 <= 2.5099
    ->  class 1\|3  [0.236]

Rule 41/160: (248.8, lift 14.8)
    PC7 > 1.286718
    PC8 > 1.443925
    PC19 <= 0.1093912
    PC20 <= 0.1357512
    PC25 <= 0.2204622
    PC28 <= 0.1510907
    PC60 > -0.4652371
    PC62 <= 0.5573667
    PC99 > -0.8897412
    ->  class 2\|0  [0.996]

Rule 41/161: (291.4/1.1, lift 14.8)
    PC3 <= 0.5160947
    PC8 > 1.443925
    PC19 <= 0.1093912
    PC20 <= 0.1357512
    PC42 > -0.02571257
    PC46 <= 1.610984
    PC60 > -0.4652371
    PC62 <= 0.5573667
    PC99 > -0.8897412
    ->  class 2\|0  [0.993]

Rule 41/162: (136, lift 14.8)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -0.6680527
    PC19 <= 0.1093912
    PC20 <= 0.1357512
    PC45 <= -0.2255869
    PC84 > -0.6124915
    ->  class 2\|0  [0.992]

Rule 41/163: (335.9/2.4, lift 14.7)
    PC3 <= 0.5160947
    PC8 > 1.443925
    PC19 <= 0.1093912
    PC20 <= 0.1357512
    PC21 > -0.4187899
    PC28 <= 0.009307127
    PC46 <= 1.610984
    PC60 > -0.4652371
    PC62 <= 0.5573667
    PC99 > -0.8897412
    ->  class 2\|0  [0.990]

Rule 41/164: (165.3/1.2, lift 14.7)
    PC3 <= 0.5160947
    PC8 > 1.443925
    PC10 <= 0.3130941
    PC18 <= 0.58932
    PC20 <= 0.1357512
    PC28 <= 0.1510907
    PC64 <= -0.7024811
    ->  class 2\|0  [0.987]

Rule 41/165: (63.3/0.4, lift 14.6)
    PC1 > -0.3062993
    PC1 <= 16.45006
    PC2 <= 2.5099
    PC9 <= 0.5940633
    PC10 > -0.9925902
    PC44 > 1.405561
    PC63 <= 0.01857104
    ->  class 2\|0  [0.979]

Rule 41/166: (89.4/1.1, lift 14.6)
    PC1 <= -0.3062993
    PC8 > 1.443925
    PC13 > -0.5363092
    PC19 <= 0.1093912
    PC25 <= 0.2204622
    PC28 <= 0.1510907
    PC46 <= 1.610984
    PC47 > -1.226541
    PC60 > 1.169037
    PC64 > -0.7024811
    PC80 > -0.5829915
    ->  class 2\|0  [0.977]

Rule 41/167: (33.7, lift 14.5)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC7 <= 1.286718
    PC8 > -0.6680527
    PC13 > -0.5363092
    PC19 <= 0.1093912
    PC21 > -0.4187899
    PC28 <= 0.1510907
    PC46 <= 1.610984
    PC52 > 0.1973302
    PC62 <= 0.5573667
    ->  class 2\|0  [0.972]

Rule 41/168: (37.5/0.2, lift 14.4)
    PC1 <= -0.3062993
    PC8 > 1.443925
    PC19 <= 0.1093912
    PC21 > -0.4187899
    PC60 > -0.4652371
    PC60 <= 1.169037
    PC79 > 0.1531508
    PC99 > -0.8897412
    ->  class 2\|0  [0.970]

Rule 41/169: (35.1, lift 14.5)
    PC1 <= -0.3062993
    PC2 > -0.4558708
    PC2 <= 2.5099
    PC8 > 1.443925
    PC18 <= 0.58932
    ->  class 2\|0  [0.970]

Rule 41/170: (28.8/0.2, lift 14.3)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > 1.443925
    PC18 <= 0.58932
    PC21 > -0.4187899
    PC28 <= -0.1396902
    ->  class 2\|0  [0.960]

Rule 41/171: (22.4, lift 14.3)
    PC1 <= -0.3062993
    PC2 > -1.025067
    PC2 <= 2.5099
    PC3 <= 0.5160947
    PC8 > -0.6680527
    PC8 <= 1.443925
    PC20 <= 1.50364
    PC34 <= -0.3792612
    ->  class 2\|0  [0.959]

Rule 41/172: (13, lift 13.8)
    PC1 <= -0.3062993
    PC8 > 1.443925
    PC18 <= 0.58932
    PC20 <= 0.1357512
    PC25 <= 0.2204622
    PC46 <= 1.610984
    PC60 > -0.1415424
    PC62 > 0.5573667
    PC84 > -0.6124915
    ->  class 2\|0  [0.928]

Rule 41/173: (141.7/14.9, lift 13.3)
    PC3 <= 0.5160947
    PC8 > 1.443925
    PC16 <= -0.3207727
    PC20 <= 0.1357512
    PC21 > -0.4187899
    PC25 <= 0.2204622
    PC28 <= 0.1510907
    PC62 <= 0.5573667
    PC84 > -0.6124915
    ->  class 2\|0  [0.889]

Rule 41/174: (193.2/32.7, lift 12.3)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -0.6680527
    PC19 <= -1.186269
    PC43 > 0.6827847
    ->  class 2\|0  [0.827]

Rule 41/175: (7.9/2.8, lift 9.1)
    PC2 <= -8.410992
    PC8 > 1.443925
    PC21 > -0.4187899
    PC25 <= 0.2204622
    ->  class 2\|0  [0.613]

Rule 41/176: (156.2/0.2, lift 10.5)
    PC3 <= 0.5160947
    PC8 > 1.443925
    PC18 <= 0.58932
    PC20 <= 0.1357512
    PC45 > -0.2255869
    PC60 <= -0.1415424
    PC62 > 0.5573667
    ->  class 2\|1  [0.992]

Rule 41/177: (70, lift 10.4)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC6 <= 1.318399
    PC8 > -0.6680527
    PC8 <= 1.443925
    PC10 > -0.1105027
    PC22 > -0.8724027
    PC29 <= 0.3001588
    PC31 > -1.130938
    PC43 <= 0.6827847
    PC44 > 0.3964564
    PC56 > -0.404515
    PC100 <= 1.757858
    ->  class 2\|1  [0.986]

Rule 41/178: (191.4/2.1, lift 10.4)
    PC3 <= 0.5160947
    PC8 > 1.443925
    PC16 > -0.3207727
    PC20 <= 0.1357512
    PC21 > -0.4187899
    PC25 <= 0.2204622
    PC45 > -0.2255869
    PC60 <= -0.4652371
    ->  class 2\|1  [0.984]

Rule 41/179: (74.4/0.2, lift 10.4)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > 1.443925
    PC21 > -0.4187899
    PC25 > 0.2204622
    PC64 > -0.7024811
    ->  class 2\|1  [0.984]

Rule 41/180: (104.5/0.8, lift 10.4)
    PC2 <= -1.025067
    PC7 <= 0.9403377
    PC8 > -0.6680527
    PC8 <= 1.443925
    PC22 > -0.8724027
    PC43 <= 0.6827847
    PC56 > -0.404515
    PC83 > 0.4820723
    ->  class 2\|1  [0.983]

Rule 41/181: (55.7, lift 10.4)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC19 <= 0.1093912
    PC20 <= 0.1357512
    PC46 > 1.610984
    ->  class 2\|1  [0.983]

Rule 41/182: (50.5, lift 10.4)
    PC1 <= -0.3062993
    PC8 > 1.443925
    PC84 <= -0.6124915
    ->  class 2\|1  [0.981]

Rule 41/183: (52, lift 10.4)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > 1.443925
    PC28 > 0.1510907
    ->  class 2\|1  [0.981]

Rule 41/184: (46.9, lift 10.3)
    PC1 <= -0.3062993
    PC2 > -1.025067
    PC2 <= 2.5099
    PC3 <= 0.5160947
    PC8 > 0.1680859
    PC8 <= 1.443925
    PC34 > -0.3792612
    ->  class 2\|1  [0.980]

Rule 41/185: (41.2, lift 10.3)
    PC3 <= 0.5160947
    PC8 > 1.443925
    PC13 <= -0.5363092
    PC21 > -0.4187899
    PC64 > -0.7024811
    ->  class 2\|1  [0.976]

Rule 41/186: (29, lift 10.2)
    PC1 <= -0.3062993
    PC8 > 1.443925
    PC10 > 0.3130941
    PC64 <= -0.7024811
    ->  class 2\|1  [0.968]

Rule 41/187: (28.6, lift 10.2)
    PC2 <= 2.5099
    PC14 <= -3.000948
    PC49 <= -2.565507
    ->  class 2\|1  [0.967]

Rule 41/188: (24.5, lift 10.2)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -0.6680527
    PC8 <= 1.443925
    PC19 > -1.186269
    PC43 > 0.6827847
    PC62 <= 0.2319568
    PC89 > 0.08700045
    ->  class 2\|1  [0.962]

Rule 41/189: (55.4/1.4, lift 10.1)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC6 <= 1.78372
    PC8 > 0.02958461
    PC8 <= 1.443925
    PC22 <= -0.8724027
    PC32 > -0.004243113
    PC38 <= 0.3303936
    PC43 <= 0.6827847
    ->  class 2\|1  [0.958]

Rule 41/190: (19, lift 10.1)
    PC2 <= 2.5099
    PC8 > -0.6680527
    PC8 <= 1.443925
    PC22 > -0.8724027
    PC43 <= 0.6827847
    PC56 <= -0.404515
    PC67 <= -0.545211
    ->  class 2\|1  [0.952]

Rule 41/191: (44.8/1.5, lift 10.0)
    PC1 > -0.3062993
    PC2 <= 2.5099
    PC9 <= 0.5940633
    PC10 > -0.9925902
    PC44 > 1.405561
    PC47 <= 9.958738
    PC63 > 0.01857104
    ->  class 2\|1  [0.947]

Rule 41/192: (15.6, lift 10.0)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC3 <= 0.5160947
    PC8 > -0.6680527
    PC18 <= 0.58932
    PC20 <= 0.1357512
    PC47 <= -1.226541
    PC64 > -0.7024811
    ->  class 2\|1  [0.943]

Rule 41/193: (15.6, lift 10.0)
    PC1 <= -0.3062993
    PC8 > 0.02958461
    PC8 <= 1.443925
    PC19 <= -2.276393
    PC43 <= 0.6827847
    ->  class 2\|1  [0.943]

Rule 41/194: (14.5, lift 9.9)
    PC1 <= -0.3062993
    PC9 <= 8.16855
    PC32 <= -3.056
    PC47 <= -0.779565
    ->  class 2\|1  [0.939]

Rule 41/195: (226.4/14.4, lift 9.8)
    PC1 <= -1.080548
    PC2 <= 2.5099
    PC6 <= 1.318399
    PC7 <= 0.6429959
    PC8 > -0.2424951
    PC8 <= 1.443925
    PC22 > -0.8724027
    PC31 > -1.130938
    PC41 <= 3.298649
    PC44 > -2.073633
    PC44 <= 0.3964564
    PC56 > -0.404515
    PC67 <= 0.2928944
    PC68 <= 1.760274
    PC83 <= 0.4149004
    PC89 <= 0.4101843
    ->  class 2\|1  [0.933]

Rule 41/196: (239.9/17.1, lift 9.8)
    PC1 <= -1.080548
    PC6 <= 1.318399
    PC7 <= 0.6429959
    PC8 > -0.2424951
    PC8 <= 1.443925
    PC22 > -0.8724027
    PC29 <= 0.2122488
    PC41 <= 3.298649
    PC44 > -2.073633
    PC44 <= 0.3964564
    PC52 > -0.04500334
    PC56 > -0.404515
    PC83 <= 0.4149004
    PC89 <= 0.4101843
    ->  class 2\|1  [0.925]

Rule 41/197: (19.1/0.6, lift 9.8)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -0.6680527
    PC22 <= -0.8724027
    PC45 > 0.3306878
    ->  class 2\|1  [0.924]

Rule 41/198: (137.4/10.1, lift 9.7)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > 1.443925
    PC20 > 0.1357512
    PC40 > -1.644845
    PC65 <= 0.3373336
    PC70 <= 0.2424158
    ->  class 2\|1  [0.921]

Rule 41/199: (13.2/0.2, lift 9.7)
    PC1 > -0.3062993
    PC1 <= -0.1729272
    PC2 <= 2.5099
    PC47 > 0.3068199
    PC83 <= 0.1577438
    ->  class 2\|1  [0.919]

Rule 41/200: (166.6/13.1, lift 9.7)
    PC2 <= 2.5099
    PC3 <= 0.5160947
    PC7 <= 0.9403377
    PC8 > -0.6680527
    PC8 <= 1.443925
    PC22 > -0.8724027
    PC28 > 0.07969564
    PC35 <= 0.9045501
    PC44 > -0.4892131
    ->  class 2\|1  [0.917]

Rule 41/201: (9.6, lift 9.6)
    PC8 > -2.684477
    PC9 > 8.16855
    PC39 <= 0.05925293
    PC42 <= 2.301626
    PC55 <= -1.265919
    ->  class 2\|1  [0.914]

Rule 41/202: (283.4/23.8, lift 9.6)
    PC1 <= -0.3062993
    PC2 > -8.410992
    PC2 <= -0.4558708
    PC8 > 1.443925
    PC19 > 0.1093912
    PC20 <= 0.1357512
    PC21 > -0.4187899
    PC28 > -0.1396902
    PC64 > -0.7024811
    ->  class 2\|1  [0.913]

Rule 41/203: (74.7/5.7, lift 9.6)
    PC2 <= 2.5099
    PC8 > 1.443925
    PC18 > 0.58932
    ->  class 2\|1  [0.913]

Rule 41/204: (212.6/21.9, lift 9.4)
    PC1 <= -0.3062993
    PC7 <= 1.286718
    PC8 > 1.443925
    PC20 <= 0.1357512
    PC21 > -0.4187899
    PC28 > 0.009307127
    PC42 <= -0.02571257
    PC52 <= 0.1973302
    PC60 <= 1.169037
    PC61 <= 1.23883
    PC63 > -0.2086085
    PC79 <= 0.1531508
    ->  class 2\|1  [0.893]

Rule 41/205: (51.1/5.7, lift 9.2)
    PC1 <= -0.3062993
    PC8 > 1.443925
    PC19 <= 0.1093912
    PC64 > -0.7024811
    PC99 <= -0.8897412
    ->  class 2\|1  [0.874]

Rule 41/206: (63.6/10.7, lift 8.7)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > 0.02958461
    PC12 > -1.954554
    PC22 <= -0.8724027
    PC43 <= 0.6827847
    PC80 <= -0.3017558
    ->  class 2\|1  [0.822]

Rule 41/207: (24/4.6, lift 8.3)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -2.684477
    PC28 <= -0.2259787
    ->  class 2\|1  [0.785]

Rule 41/208: (32.5/8.6, lift 7.6)
    PC1 > -0.1729272
    PC1 <= 5.665487
    PC3 <= -0.01609154
    PC8 > 0.07356091
    PC9 <= 0.5940633
    PC44 <= 1.405561
    PC54 <= 0.7174985
    ->  class 2\|1  [0.722]

Rule 41/209: (46.2/12.5, lift 7.6)
    PC1 <= -0.3062993
    PC8 > 1.443925
    PC20 <= 0.1357512
    PC21 <= -0.4187899
    ->  class 2\|1  [0.720]

Rule 41/210: (105/37.4, lift 6.8)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > 0.02958461
    PC22 <= -0.8724027
    PC32 <= -0.004243113
    PC80 <= -0.3017558
    ->  class 2\|1  [0.641]

Rule 41/211: (31/13.2, lift 6.0)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC3 > 0.5160947
    PC8 > -0.6680527
    ->  class 2\|1  [0.570]

Rule 41/212: (144.5, lift 10.9)
    PC8 > -2.684477
    PC8 <= -0.6680527
    PC9 > 8.16855
    PC39 <= 0.05925293
    PC55 > -1.265919
    ->  class 2\|2  [0.993]

Rule 41/213: (126.7, lift 10.9)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -1.67052
    PC8 <= -0.6680527
    PC13 > -0.7185855
    PC28 > -0.2259787
    PC57 <= 0.2493399
    PC63 > 0.1483194
    ->  class 2\|2  [0.992]

Rule 41/214: (116.2, lift 10.8)
    PC1 <= -0.3062993
    PC8 > -1.67052
    PC8 <= -0.6680527
    PC13 > -0.7185855
    PC26 > -2.09874
    PC34 > -0.5680112
    PC44 <= -0.853433
    PC47 > -0.779565
    PC57 <= 0.2493399
    PC97 <= 0.3997275
    ->  class 2\|2  [0.992]

Rule 41/215: (103, lift 10.8)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -1.67052
    PC8 <= -0.6680527
    PC13 > -0.7185855
    PC34 > -0.5680112
    PC43 <= -1.038068
    PC57 <= 0.2493399
    PC97 <= 0.3997275
    ->  class 2\|2  [0.990]

Rule 41/216: (191/1.2, lift 10.8)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -0.6680527
    PC8 <= 0.02958461
    PC19 > -3.550094
    PC22 <= -0.8724027
    PC43 <= 0.6827847
    PC45 <= 0.3306878
    ->  class 2\|2  [0.989]

Rule 41/217: (83.3, lift 10.8)
    PC1 <= -0.3062993
    PC8 > -2.684477
    PC8 <= -0.6680527
    PC28 > -0.2259787
    PC34 > -0.5680112
    PC42 <= 2.301626
    PC57 <= 0.2493399
    PC90 > 0.5597738
    ->  class 2\|2  [0.988]

Rule 41/218: (78.8, lift 10.8)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -1.67052
    PC8 <= -0.6680527
    PC26 > -2.09874
    PC57 <= 0.2493399
    PC84 <= -0.3333974
    ->  class 2\|2  [0.988]

Rule 41/219: (316.8/3.8, lift 10.8)
    PC1 <= -0.3062993
    PC2 <= -1.025067
    PC8 > -0.6680527
    PC8 <= 1.443925
    PC19 > -2.276393
    PC22 <= -0.8724027
    PC32 <= -0.004243113
    PC43 <= 0.6827847
    PC45 <= 0.3306878
    PC54 <= 1.296294
    PC80 > -0.3017558
    ->  class 2\|2  [0.985]

Rule 41/220: (59.6, lift 10.8)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC6 <= 1.318399
    PC7 <= 0.6429959
    PC8 > -0.6680527
    PC29 > 0.2122488
    PC29 <= 0.3001588
    PC41 <= 3.298649
    PC67 > 0.2928944
    PC83 <= 0.4820723
    ->  class 2\|2  [0.984]

Rule 41/221: (147.8/1.4, lift 10.8)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -1.67052
    PC8 <= -0.6680527
    PC13 > -0.7185855
    PC15 <= 3.89344
    PC28 > -0.2259787
    PC57 <= 0.2493399
    PC59 > 0.1012069
    PC97 <= 0.3997275
    ->  class 2\|2  [0.984]

Rule 41/222: (181.8/2.6, lift 10.7)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -0.6680527
    PC8 <= 1.443925
    PC12 <= -1.954554
    PC22 <= -0.8724027
    PC32 <= -0.004243113
    PC43 <= 0.6827847
    ->  class 2\|2  [0.980]

Rule 41/223: (34.9/0.1, lift 10.6)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC7 <= 0.6429959
    PC8 > -0.2424951
    PC8 <= 1.443925
    PC43 <= 0.6827847
    PC52 <= -0.04500334
    PC67 > 0.2928944
    PC89 <= 0.4101843
    ->  class 2\|2  [0.969]

Rule 41/224: (92.4/2.1, lift 10.6)
    PC1 <= -0.3062993
    PC8 > -1.67052
    PC8 <= -0.6680527
    PC9 <= -2.019514
    PC13 > -0.7185855
    PC15 <= 3.89344
    PC28 > -0.2259787
    PC57 <= 0.2493399
    PC97 <= 0.3997275
    ->  class 2\|2  [0.967]

Rule 41/225: (27.1, lift 10.6)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -2.684477
    PC8 <= -0.6680527
    PC42 <= 0.007976791
    PC52 <= -0.2106413
    PC57 <= 0.2493399
    ->  class 2\|2  [0.964]

Rule 41/226: (93.6/2.7, lift 10.5)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -0.6680527
    PC8 <= 1.443925
    PC19 > -2.276393
    PC22 <= -0.8724027
    PC38 > 0.3303936
    PC45 <= 0.3306878
    ->  class 2\|2  [0.961]

Rule 41/227: (18.5, lift 10.4)
    PC1 <= -0.3062993
    PC2 <= -1.025067
    PC8 > -0.6680527
    PC8 <= 1.443925
    PC9 > -1.391046
    PC22 > -0.8724027
    PC28 <= 0.07969564
    PC56 <= -0.404515
    PC67 > -0.545211
    ->  class 2\|2  [0.951]

Rule 41/228: (18, lift 10.4)
    PC2 <= 2.5099
    PC8 > -2.684477
    PC9 <= 8.16855
    PC71 > 11.85997
    ->  class 2\|2  [0.950]

Rule 41/229: (52.8/1.7, lift 10.4)
    PC2 <= 2.5099
    PC3 <= 0.5160947
    PC7 <= 0.9403377
    PC8 > -0.6680527
    PC8 <= 1.443925
    PC22 > -0.8724027
    PC44 <= 0.3964564
    PC56 > -0.404515
    PC68 <= 1.760274
    PC83 <= 0.4820723
    PC89 > 0.4101843
    ->  class 2\|2  [0.950]

Rule 41/230: (22.6/0.6, lift 10.3)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -0.6680527
    PC8 <= 1.443925
    PC35 <= 0.9045501
    PC44 <= -0.4892131
    PC56 <= -0.404515
    PC67 > -0.545211
    ->  class 2\|2  [0.937]

Rule 41/231: (118.3/7.2, lift 10.2)
    PC1 <= -0.3062993
    PC2 <= -1.025067
    PC6 > 1.78372
    PC8 > -0.6680527
    PC8 <= 1.443925
    PC38 <= 0.3303936
    PC43 <= 0.6827847
    PC45 <= 0.3306878
    ->  class 2\|2  [0.932]

Rule 41/232: (10.9, lift 10.1)
    PC1 > -1.080548
    PC1 <= -0.3062993
    PC2 <= -1.025067
    PC7 <= 0.6429959
    PC8 > -0.6680527
    PC44 <= 0.3964564
    ->  class 2\|2  [0.923]

Rule 41/233: (12.7/0.1, lift 10.1)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -2.684477
    PC8 <= -0.6680527
    PC13 > -0.7185855
    PC57 <= 0.2493399
    PC58 <= -0.4576532
    ->  class 2\|2  [0.923]

Rule 41/234: (43.4/2.5, lift 10.1)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC20 > 0.1357512
    PC40 <= -1.644845
    ->  class 2\|2  [0.922]

Rule 41/235: (9.9, lift 10.0)
    PC1 <= -0.3062993
    PC8 > -2.684477
    PC8 <= -1.67052
    PC36 > 0.4160954
    PC42 <= 0.007976791
    PC57 <= 0.2493399
    ->  class 2\|2  [0.916]

Rule 41/236: (10.2/0.1, lift 9.9)
    PC1 <= -0.3062993
    PC8 <= -2.684477
    PC31 > 1.244208
    PC40 <= -0.25699
    PC46 <= 0.4325333
    ->  class 2\|2  [0.907]

Rule 41/237: (65.8/6, lift 9.8)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -0.6680527
    PC8 <= 1.443925
    PC44 <= -2.073633
    PC56 > -0.404515
    PC68 <= 1.760274
    PC83 <= 0.4820723
    ->  class 2\|2  [0.897]

Rule 41/238: (44.6/3.9, lift 9.8)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -2.684477
    PC8 <= -0.6680527
    PC11 <= -0.6208298
    PC40 > -0.70543
    PC42 <= 0.007976791
    PC47 > -0.779565
    PC57 <= 0.2493399
    PC59 > 0.1331487
    ->  class 2\|2  [0.896]

Rule 41/239: (24.6/1.8, lift 9.8)
    PC1 <= -0.3062993
    PC8 <= -2.684477
    PC18 > -0.2556406
    PC27 <= -0.3150688
    PC31 <= 1.244208
    PC74 > -0.8870361
    PC85 <= 0.659854
    PC87 <= -0.06237209
    ->  class 2\|2  [0.895]

Rule 41/240: (44.5/3.9, lift 9.8)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC3 <= 0.5160947
    PC8 > -0.6680527
    PC8 <= 1.443925
    PC22 <= -0.3912315
    PC43 > 0.6827847
    PC62 > 0.2319568
    ->  class 2\|2  [0.894]

Rule 41/241: (111.5/11.1, lift 9.8)
    PC2 <= 2.5099
    PC3 <= -0.2394112
    PC8 > -2.684477
    PC8 <= -0.6680527
    PC34 > -0.5680112
    PC40 <= -0.70543
    PC47 > -0.779565
    PC48 > -0.1967567
    PC49 > -2.565507
    ->  class 2\|2  [0.893]

Rule 41/242: (78.2/8.2, lift 9.7)
    PC1 <= -0.3062993
    PC8 > -0.6680527
    PC8 <= 1.443925
    PC29 <= 0.3001588
    PC31 <= -1.130938
    PC43 <= 0.6827847
    PC56 > -0.404515
    ->  class 2\|2  [0.886]

Rule 41/243: (42.9/4.2, lift 9.7)
    PC1 <= -0.3062993
    PC2 <= -1.025067
    PC3 <= 0.5160947
    PC7 > 0.6429959
    PC8 > -0.6680527
    PC8 <= 1.443925
    PC22 > -0.8724027
    PC44 <= 0.3964564
    PC56 > -0.404515
    ->  class 2\|2  [0.884]

Rule 41/244: (6.6, lift 9.7)
    PC8 > -2.684477
    PC8 <= -0.6680527
    PC39 > -0.04990543
    PC39 <= -0.04903829
    ->  class 2\|2  [0.884]

Rule 41/245: (28.2/2.5, lift 9.7)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -1.177402
    PC8 <= -0.6680527
    PC39 > -0.04990543
    PC47 > -0.779565
    PC49 > -2.565507
    PC57 > 0.2493399
    ->  class 2\|2  [0.883]

Rule 41/246: (27.1/2.6, lift 9.6)
    PC2 <= -1.025067
    PC6 <= 1.318399
    PC7 <= 0.9403377
    PC8 > -0.6680527
    PC8 <= -0.2424951
    PC22 > -0.8724027
    PC31 > -1.130938
    PC44 <= 0.3964564
    PC56 > -0.404515
    PC68 <= 1.760274
    PC83 <= 0.4820723
    PC100 <= 1.757858
    ->  class 2\|2  [0.878]

Rule 41/247: (24.1/2.7, lift 9.4)
    PC8 > -2.684477
    PC8 <= -0.6680527
    PC26 > 2.75342
    PC47 > -0.779565
    PC57 > 0.2493399
    ->  class 2\|2  [0.860]

Rule 41/248: (4.8, lift 9.3)
    PC1 <= -0.3062993
    PC2 <= -5.831628
    PC8 <= -2.684477
    PC46 <= 0.4325333
    PC74 <= -0.8870361
    ->  class 2\|2  [0.852]

Rule 41/249: (172.8/25.2, lift 9.3)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -0.6680527
    PC20 > 0.1357512
    PC65 <= 0.3373336
    PC70 > 0.2424158
    ->  class 2\|2  [0.850]

Rule 41/250: (51.8/7.7, lift 9.2)
    PC1 <= -0.3062993
    PC8 <= -2.684477
    PC46 > 0.4325333
    PC55 > -0.4605147
    PC75 > -0.4725547
    ->  class 2\|2  [0.839]

Rule 41/251: (38.9/6.3, lift 9.0)
    PC1 > -0.3062993
    PC1 <= 5.665487
    PC2 <= 2.5099
    PC3 <= -0.01609154
    PC8 > -0.9156818
    PC8 <= 0.07356091
    PC9 <= 0.5940633
    PC37 > -1.374164
    PC44 <= 1.405561
    ->  class 2\|2  [0.820]

Rule 41/252: (27.2/4.7, lift 8.8)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > 1.443925
    PC20 > 0.1357512
    PC65 > 0.3373336
    ->  class 2\|2  [0.804]

Rule 41/253: (18/3.1, lift 8.7)
    PC1 > -0.3062993
    PC1 <= -0.1729272
    PC2 <= 2.5099
    PC4 <= 0.8676775
    PC14 <= -0.2832028
    ->  class 2\|2  [0.794]

Rule 41/254: (9/1.3, lift 8.7)
    PC1 <= -0.3062993
    PC2 > -1.025067
    PC2 <= 2.5099
    PC3 <= 0.5160947
    PC8 > -0.6680527
    PC8 <= 0.1680859
    PC20 <= 1.50364
    ->  class 2\|2  [0.793]

Rule 41/255: (19.3/3.6, lift 8.6)
    PC1 <= -0.3062993
    PC2 <= -1.025067
    PC8 > -0.6680527
    PC8 <= 1.443925
    PC29 <= 0.3001588
    PC44 <= 0.3964564
    PC56 > -0.404515
    PC68 <= 1.760274
    PC83 > 0.4149004
    PC83 <= 0.4820723
    ->  class 2\|2  [0.783]

Rule 41/256: (60.2/14.3, lift 8.2)
    PC7 <= 1.286718
    PC13 > -0.5363092
    PC21 > -0.4187899
    PC28 > 0.009307127
    PC52 <= 0.1973302
    PC60 <= 1.169037
    PC61 > 1.23883
    PC63 > -0.2086085
    ->  class 2\|2  [0.753]

Rule 41/257: (4.1/0.6, lift 8.1)
    PC8 <= -2.684477
    PC46 > 0.4325333
    PC71 > 2.500232
    ->  class 2\|2  [0.741]

Rule 41/258: (48.1/12.4, lift 8.0)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -2.684477
    PC8 <= -0.6680527
    PC42 > 2.301626
    ->  class 2\|2  [0.733]

Rule 41/259: (99.8/70.2, lift 3.3)
    PC31 > 1.244208
    PC86 > 0.7010348
    ->  class 2\|2  [0.301]

Rule 41/260: (59.4, lift 8.9)
    PC1 > -0.1729272
    PC2 <= 2.5099
    PC10 <= -0.9925902
    PC19 > -1.342918
    PC36 > -4.764976
    PC79 > -0.3699443
    ->  class 2\|3  [0.984]

Rule 41/261: (35.6, lift 8.8)
    PC2 <= 2.5099
    PC10 <= -0.9925902
    PC65 <= -2.456367
    ->  class 2\|3  [0.973]

Rule 41/262: (144.1/3.1, lift 8.8)
    PC1 <= -0.3062993
    PC8 > -2.684477
    PC8 <= -1.67052
    PC9 <= 8.16855
    PC34 > -0.5680112
    PC42 > 0.007976791
    PC57 <= 0.2493399
    PC68 > -0.9827718
    PC90 <= 0.5597738
    ->  class 2\|3  [0.972]

Rule 41/263: (57.2/1, lift 8.8)
    PC1 <= -0.3062993
    PC8 <= -2.684477
    PC19 <= -2.418837
    PC54 <= -0.5966528
    ->  class 2\|3  [0.966]

Rule 41/264: (124.6/5, lift 8.7)
    PC1 <= -0.3062993
    PC8 > -2.684477
    PC8 <= -1.177402
    PC9 <= 8.16855
    PC26 <= 2.75342
    PC39 > -0.04903829
    PC40 > -0.70543
    PC47 > -0.779565
    PC57 > 0.2493399
    ->  class 2\|3  [0.952]

Rule 41/265: (33.6/1.7, lift 8.4)
    PC1 > -0.1729272
    PC1 <= 5.665487
    PC3 <= -0.01609154
    PC8 <= -0.9156818
    PC10 > -0.9925902
    PC60 <= 0.5588369
    ->  class 2\|3  [0.924]

Rule 41/266: (304.1/22.5, lift 8.4)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -2.684477
    PC8 <= -0.6680527
    PC9 <= 8.16855
    PC26 <= 2.75342
    PC39 <= -0.04990543
    PC40 > -0.70543
    PC42 <= 2.301626
    PC47 > -0.779565
    PC57 > 0.2493399
    PC71 <= 11.85997
    ->  class 2\|3  [0.923]

Rule 41/267: (65.5/4.8, lift 8.3)
    PC2 <= 2.5099
    PC8 <= -2.684477
    PC19 > -2.418837
    PC85 > 0.659854
    PC98 > 0.2275434
    ->  class 2\|3  [0.915]

Rule 41/268: (9.4, lift 8.3)
    PC1 <= -0.3062993
    PC4 > 0.02950371
    PC8 <= -2.684477
    PC19 <= -2.418837
    ->  class 2\|3  [0.912]

Rule 41/269: (8.5/0.2, lift 8.0)
    PC2 <= 2.5099
    PC10 <= -0.9925902
    PC19 <= -1.342918
    PC97 > 0.845985
    ->  class 2\|3  [0.883]

Rule 41/270: (29.1/5.7, lift 7.1)
    PC8 <= -0.6680527
    PC9 > 8.16855
    PC39 > 0.05925293
    PC49 > -2.565507
    ->  class 2\|3  [0.784]

Rule 41/271: (12233.3/10039.5, lift 1.6)
    PC2 <= 2.5099
    ->  class 2\|3  [0.179]

Rule 41/272: (555.1/2.7, lift 17.3)
    PC1 <= -0.3062993
    PC4 <= 0.02950371
    PC8 <= -2.684477
    PC19 <= -2.418837
    PC22 > -1.646191
    PC46 <= 0.4325333
    PC54 > -0.5966528
    ->  class 2\|4  [0.993]

Rule 41/273: (141, lift 17.3)
    PC8 <= -2.684477
    PC15 <= -0.4055221
    PC18 > -0.2556406
    PC22 > -1.646191
    PC43 > -0.1303304
    PC46 <= 0.4325333
    PC61 > 0.6289855
    PC74 > -0.8870361
    ->  class 2\|4  [0.993]

Rule 41/274: (319.4/4.5, lift 17.1)
    PC8 <= -2.684477
    PC11 <= -3.789999
    PC22 > -1.646191
    PC46 <= 0.4325333
    ->  class 2\|4  [0.983]

Rule 41/275: (192.4/2.8, lift 17.1)
    PC2 <= 2.5099
    PC8 <= -2.684477
    PC19 > -2.418837
    PC22 > -1.646191
    PC31 <= 1.244208
    PC46 <= 0.4325333
    PC74 > -0.8870361
    PC85 > 0.659854
    PC98 <= 0.2275434
    ->  class 2\|4  [0.981]

Rule 41/276: (48.7/0.7, lift 16.8)
    PC2 <= 2.5099
    PC8 <= -2.684477
    PC22 > -1.646191
    PC40 > -0.6399106
    PC57 > 0.8996063
    PC74 > -0.8870361
    PC78 > -0.8670745
    ->  class 2\|4  [0.966]

Rule 41/277: (107.7/3.3, lift 16.7)
    PC1 <= -0.3062993
    PC8 <= -2.684477
    PC15 <= -0.4055221
    PC18 > -0.2556406
    PC43 > -0.1303304
    PC46 <= 0.4325333
    PC66 > 0.1295159
    ->  class 2\|4  [0.961]

Rule 41/278: (44.4/1.2, lift 16.6)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -2.684477
    PC8 <= -0.6680527
    PC9 <= 8.16855
    PC47 <= -0.779565
    PC75 > -0.003235689
    PC90 <= 0.2148222
    ->  class 2\|4  [0.953]

Rule 41/279: (480.7/23.3, lift 16.5)
    PC1 <= -0.3062993
    PC5 <= 1.267431
    PC8 <= -2.684477
    PC18 <= -0.2556406
    PC22 > -1.646191
    PC40 > -0.6399106
    PC46 <= 0.4325333
    ->  class 2\|4  [0.950]

Rule 41/280: (15.2, lift 16.4)
    PC8 <= -0.6680527
    PC9 <= 8.16855
    PC26 > 4.616228
    ->  class 2\|4  [0.942]

Rule 41/281: (14.3, lift 16.4)
    PC1 <= -4.50992
    PC8 <= -2.684477
    PC22 > -1.646191
    PC46 <= 0.4325333
    PC74 > -0.8870361
    ->  class 2\|4  [0.939]

Rule 41/282: (50.1/2.6, lift 16.2)
    PC8 <= -2.684477
    PC22 > -1.646191
    PC31 <= 1.244208
    PC40 > -0.6399106
    PC46 <= 0.4325333
    PC49 > -2.565507
    PC78 <= -0.8670745
    ->  class 2\|4  [0.931]

Rule 41/283: (9.6, lift 15.9)
    PC1 > -0.3062993
    PC36 <= -4.764976
    ->  class 2\|4  [0.914]

Rule 41/284: (158.4/13.2, lift 15.9)
    PC1 <= -0.3062993
    PC8 <= -2.684477
    PC22 > -1.646191
    PC28 > -0.3982289
    PC31 <= 1.244208
    PC40 > -0.6399106
    PC43 > -0.1303304
    PC46 <= 0.4325333
    PC48 > 0.3607188
    PC49 > -2.565507
    PC74 > -0.8870361
    ->  class 2\|4  [0.911]

Rule 41/285: (48/3.6, lift 15.8)
    PC1 > -0.3062993
    PC2 <= 2.5099
    PC10 <= -0.9925902
    PC19 > -1.342918
    PC65 > -2.456367
    PC79 <= -0.3699443
    ->  class 2\|4  [0.909]

Rule 41/286: (108.1/11.6, lift 15.4)
    PC2 <= 2.5099
    PC8 <= -0.6680527
    PC28 <= -0.3982289
    PC31 <= 1.244208
    PC46 <= 0.4325333
    PC74 > -0.8870361
    ->  class 2\|4  [0.886]

Rule 41/287: (3.9, lift 14.5)
    PC1 <= -0.3062993
    PC8 <= -2.684477
    PC15 <= -0.4055221
    PC43 > -0.1303304
    PC56 <= -0.8251416
    ->  class 2\|4  [0.831]

Rule 41/288: (21.6/6, lift 12.3)
    PC1 > -0.3062993
    PC1 <= -0.1729272
    PC2 <= 2.5099
    PC4 <= 0.8676775
    PC83 > 0.1577438
    ->  class 2\|4  [0.705]

Rule 41/289: (15.2/4.6, lift 11.8)
    PC2 <= 2.5099
    PC8 > -2.711292
    PC8 <= -2.684477
    PC27 > -0.3150688
    PC46 <= 0.4325333
    ->  class 2\|4  [0.676]

Default class: 2\|3

-----  Trial 42:  -----

Rules:

Rule 42/1: (119.7/0.4, lift 14.7)
    PC2 > 2.294892
    PC13 <= 6.92457
    PC18 > 2.052136
    PC24 <= -2.67072
    PC29 > -2.339556
    PC55 > -0.4774561
    PC59 <= 0.07069725
    ->  class 0\|0  [0.989]

Rule 42/2: (244.7/3.1, lift 14.6)
    PC1 > -0.6841916
    PC13 <= 6.92457
    PC18 > 2.052136
    PC19 > -0.2682264
    PC25 > -0.3961996
    PC32 > 0.6346551
    PC33 <= 3.221154
    PC55 > -0.4774561
    ->  class 0\|0  [0.983]

Rule 42/3: (25.2, lift 14.3)
    PC2 > 2.294892
    PC3 <= 1.640775
    PC6 > 0.3045326
    PC18 > -0.4683644
    PC48 <= 0.360111
    ->  class 0\|0  [0.963]

Rule 42/4: (94.3/2.8, lift 14.3)
    PC2 > 2.294892
    PC3 <= 1.640775
    PC5 <= 1.7208
    PC13 <= 6.92457
    PC18 > -0.4683644
    PC18 <= 1.929878
    PC24 > 0.1716518
    PC43 <= 1.800024
    PC48 > 0.360111
    PC63 <= 0.877684
    ->  class 0\|0  [0.961]

Rule 42/5: (16.3, lift 14.1)
    PC1 > -0.4226338
    PC2 > 2.294892
    PC3 <= 1.640775
    PC18 > -0.4683644
    PC24 <= 0.1716518
    PC48 > 0.360111
    ->  class 0\|0  [0.945]

Rule 42/6: (45.3/3, lift 13.6)
    PC2 > 2.294892
    PC3 <= 1.640775
    PC13 <= 6.92457
    PC18 > -0.4683644
    PC20 > -4.604566
    PC86 <= -2.648765
    PC88 <= 3.585159
    ->  class 0\|0  [0.916]

Rule 42/7: (6.3/0.2, lift 12.8)
    PC13 > 6.92457
    PC46 <= -0.1855004
    PC59 > 3.033787
    PC88 <= 3.585159
    ->  class 0\|0  [0.858]

Rule 42/8: (12.9/1.5, lift 12.4)
    PC13 <= 6.92457
    PC18 > 0.7618142
    PC18 <= 2.052136
    PC24 > 1.448241
    PC48 <= 0.360111
    PC57 > -0.6004622
    PC89 > -0.8360177
    ->  class 0\|0  [0.831]

Rule 42/9: (5.5/0.3, lift 12.3)
    PC13 > 6.92457
    PC20 > -4.604566
    PC31 > 0.1783828
    PC46 <= -0.1855004
    ->  class 0\|0  [0.829]

Rule 42/10: (12.9/1.6, lift 12.2)
    PC2 > 2.294892
    PC18 > 0.7618142
    PC18 <= 2.052136
    PC43 <= -2.217216
    PC47 <= 4.410915
    PC48 <= 0.360111
    ->  class 0\|0  [0.823]

Rule 42/11: (17.1/5.1, lift 10.2)
    PC2 > 2.294892
    PC3 <= 1.640775
    PC18 > -0.4683644
    PC18 <= 2.052136
    PC43 <= 1.800024
    PC47 <= 4.410915
    PC48 <= 0.360111
    PC67 > 0.5365798
    PC83 <= 3.357155
    PC88 <= 3.585159
    ->  class 0\|0  [0.682]

Rule 42/12: (1573.4/563.4, lift 9.6)
    PC13 <= 6.92457
    PC18 > 2.052136
    PC20 > -4.604566
    PC43 <= 1.800024
    PC83 <= 3.357155
    PC87 <= 1.402057
    PC88 <= 3.585159
    ->  class 0\|0  [0.642]

Rule 42/13: (140, lift 14.1)
    PC1 <= -0.6841916
    PC2 > 6.570574
    PC13 <= 6.92457
    PC18 > 2.052136
    PC20 > -4.604566
    PC24 > -2.67072
    PC29 > -2.339556
    PC54 > -1.083956
    PC72 <= 0.9120623
    PC75 <= 0.1293883
    PC87 <= 1.402057
    PC88 <= 3.585159
    ->  class 0\|1  [0.993]

Rule 42/14: (125.7, lift 14.1)
    PC2 > 2.294892
    PC3 <= 1.640775
    PC13 <= 6.92457
    PC18 > -0.4683644
    PC18 <= 0.7618142
    PC47 <= 0.6989955
    PC48 <= 0.360111
    PC55 > 0.01443866
    PC57 > -0.6004622
    PC60 <= -0.3499543
    PC67 <= 0.5365798
    PC86 > -2.648765
    PC89 > -0.8360177
    ->  class 0\|1  [0.992]

Rule 42/15: (74.1, lift 14.0)
    PC13 > 6.92457
    PC13 <= 12.55908
    PC18 > -0.4683644
    PC20 > -4.036534
    PC31 <= 0.1783828
    PC42 <= 0.1219841
    PC59 <= 3.033787
    PC93 <= 0.02408726
    ->  class 0\|1  [0.987]

Rule 42/16: (79/0.5, lift 14.0)
    PC2 > 2.294892
    PC3 <= 1.640775
    PC12 > -0.7844212
    PC13 <= 1.698335
    PC18 > -0.4683644
    PC18 <= 0.7618142
    PC47 <= 0.6989955
    PC48 <= 0.360111
    PC55 > 0.01443866
    PC60 > -0.3477072
    PC89 > -0.8360177
    PC92 <= 0.9237235
    PC100 <= 0.2988653
    ->  class 0\|1  [0.982]

Rule 42/17: (40.4, lift 13.9)
    PC2 > 2.294892
    PC3 <= 1.640775
    PC12 > 0.493904
    PC13 <= 1.698335
    PC18 > -0.4683644
    PC18 <= 2.052136
    PC20 <= 2.114581
    PC48 <= 0.360111
    ->  class 0\|1  [0.976]

Rule 42/18: (60.9/0.5, lift 13.9)
    PC1 > -0.6841916
    PC2 > 2.294892
    PC3 <= 1.640775
    PC10 > -7.567951
    PC18 > -0.4683644
    PC25 > -0.3961996
    PC32 <= 0.6346551
    PC35 <= -0.2555635
    ->  class 0\|1  [0.976]

Rule 42/19: (34.7, lift 13.8)
    PC2 > 2.294892
    PC3 <= 1.640775
    PC5 <= 1.7208
    PC13 <= 6.92457
    PC18 > -0.4683644
    PC18 <= 2.052136
    PC48 > 0.360111
    PC63 > 0.877684
    PC73 > -1.009294
    ->  class 0\|1  [0.973]

Rule 42/20: (275.2/7.3, lift 13.8)
    PC2 > 2.294892
    PC3 <= 1.640775
    PC6 <= 0.3045326
    PC13 <= 6.92457
    PC18 > 0.7618142
    PC18 <= 2.052136
    PC24 <= 1.448241
    PC43 > -2.217216
    PC47 <= 4.410915
    PC48 <= 0.360111
    PC57 > -0.6004622
    PC83 <= 3.357155
    PC87 <= 1.402057
    PC89 > -0.8360177
    ->  class 0\|1  [0.970]

Rule 42/21: (31.6, lift 13.8)
    PC18 > 2.052136
    PC43 <= 1.800024
    PC49 <= 1.160974
    PC55 <= -0.4774561
    PC88 <= 3.585159
    ->  class 0\|1  [0.970]

Rule 42/22: (165/4.1, lift 13.8)
    PC1 <= -0.6841916
    PC13 <= 6.92457
    PC18 > 2.052136
    PC21 > -0.9886712
    PC22 > -1.730961
    PC24 > -2.67072
    PC29 > -2.339556
    PC54 > -0.7703204
    PC72 <= 0.9120623
    PC75 > -1.760202
    PC75 <= 0.1293883
    PC87 <= 1.402057
    PC88 <= 3.585159
    PC100 <= 1.565528
    ->  class 0\|1  [0.969]

Rule 42/23: (29.3, lift 13.8)
    PC2 > 2.294892
    PC18 > -0.4683644
    PC34 <= -3.972987
    PC47 <= 4.410915
    ->  class 0\|1  [0.968]

Rule 42/24: (43.8/0.6, lift 13.7)
    PC2 > 2.294892
    PC18 > 2.052136
    PC20 > -4.604566
    PC33 > 3.221154
    PC88 <= 3.585159
    ->  class 0\|1  [0.965]

Rule 42/25: (31.6/0.2, lift 13.7)
    PC1 > -0.6841916
    PC2 > 2.294892
    PC3 <= 1.640775
    PC5 <= -0.6336985
    PC17 > -0.07987422
    PC32 <= 0.6346551
    PC91 <= -0.01541435
    ->  class 0\|1  [0.964]

Rule 42/26: (44.3/1.2, lift 13.5)
    PC13 <= 6.92457
    PC14 > 1.991589
    PC18 > 2.052136
    PC32 <= 0.6346551
    PC70 > -0.9265106
    ->  class 0\|1  [0.953]

Rule 42/27: (24.1/0.2, lift 13.5)
    PC1 <= -0.6841916
    PC18 > 2.052136
    PC24 <= -2.67072
    PC29 > -2.339556
    PC49 <= 1.160974
    PC59 > 0.07069725
    PC75 > -1.760202
    ->  class 0\|1  [0.952]

Rule 42/28: (18.4, lift 13.5)
    PC1 > -0.6841916
    PC13 <= 6.92457
    PC18 > 2.052136
    PC22 <= -0.318399
    PC32 <= 0.6346551
    PC70 > -0.9265106
    ->  class 0\|1  [0.951]

Rule 42/29: (47.2/1.5, lift 13.5)
    PC2 > 2.294892
    PC3 <= 1.640775
    PC7 <= -0.7654072
    PC13 <= 0.4717803
    PC18 <= -0.4683644
    PC20 > -3.549603
    PC25 <= 0.4817722
    PC88 > -8.705983
    ->  class 0\|1  [0.950]

Rule 42/30: (122.1/6.3, lift 13.4)
    PC5 > 1.69529
    PC13 <= 6.92457
    PC18 > 2.052136
    PC19 <= 0.01280302
    PC25 > -0.3961996
    PC47 <= 4.410915
    PC70 > -0.9265106
    ->  class 0\|1  [0.941]

Rule 42/31: (67.6/3.5, lift 13.3)
    PC1 <= -0.4226338
    PC2 > 2.294892
    PC5 <= 1.7208
    PC13 <= 6.92457
    PC18 > -0.4683644
    PC18 <= 2.052136
    PC24 <= 0.1716518
    PC48 > 0.360111
    PC59 > -3.042485
    PC73 > -1.009294
    ->  class 0\|1  [0.936]

Rule 42/32: (15.9/0.2, lift 13.3)
    PC2 > 2.294892
    PC5 <= 1.69529
    PC18 > -0.4683644
    PC22 > -0.318399
    PC32 <= 0.6346551
    PC35 > -0.2555635
    PC85 > 1.133667
    ->  class 0\|1  [0.934]

Rule 42/33: (118.9/7.7, lift 13.2)
    PC6 <= 0.3045326
    PC18 > -0.4683644
    PC20 > 2.114581
    PC48 <= 0.360111
    PC57 <= -0.6004622
    PC59 > -3.042485
    PC67 <= 0.5365798
    PC89 > -0.8360177
    ->  class 0\|1  [0.928]

Rule 42/34: (10.7, lift 13.0)
    PC1 > -0.6841916
    PC17 <= -0.07987422
    PC18 > 2.052136
    PC19 <= 0.01280302
    ->  class 0\|1  [0.917]

Rule 42/35: (87.1/7.3, lift 12.9)
    PC13 <= 6.92457
    PC18 > 2.052136
    PC19 <= 0.01280302
    PC25 > -0.3961996
    PC32 <= 0.6346551
    PC35 > -0.2555635
    PC41 > 0.1163346
    PC70 > -0.9265106
    ->  class 0\|1  [0.907]

Rule 42/36: (33.3/2.9, lift 12.6)
    PC10 <= -6.299334
    PC18 > -0.9046226
    PC18 <= -0.4683644
    ->  class 0\|1  [0.889]

Rule 42/37: (7.6, lift 12.6)
    PC1 > -0.6841916
    PC2 > 2.294892
    PC3 <= 1.640775
    PC19 <= -0.2682264
    PC32 > 0.6346551
    PC70 > -0.9265106
    ->  class 0\|1  [0.886]

Rule 42/38: (18/1.6, lift 12.4)
    PC10 <= -7.567951
    PC18 > 2.052136
    PC70 > -0.9265106
    ->  class 0\|1  [0.870]

Rule 42/39: (5.6, lift 12.4)
    PC18 > 2.052136
    PC32 > 0.6255438
    PC32 <= 0.6346551
    PC49 <= 1.160974
    ->  class 0\|1  [0.869]

Rule 42/40: (5.4, lift 12.3)
    PC10 <= -6.299334
    PC11 <= 0.003633523
    PC18 <= -0.4683644
    ->  class 0\|1  [0.865]

Rule 42/41: (33.8/5.5, lift 11.6)
    PC2 > 2.294892
    PC3 <= 1.640775
    PC5 <= -0.6336985
    PC17 > -0.07987422
    PC32 <= 0.6346551
    PC41 <= 0.1163346
    PC86 <= -0.5299549
    ->  class 0\|1  [0.818]

Rule 42/42: (58.6/11.4, lift 11.3)
    PC2 > 2.294892
    PC3 <= 1.640775
    PC4 <= 8.399589
    PC18 > -1.032622
    PC18 <= -0.4683644
    PC44 > 0.7009842
    PC77 <= 1.121771
    PC92 > -1.456696
    ->  class 0\|1  [0.795]

Rule 42/43: (41/14, lift 9.3)
    PC1 > -0.6841916
    PC13 <= 6.92457
    PC18 > 2.052136
    PC19 <= 0.01280302
    PC25 <= -0.3961996
    ->  class 0\|1  [0.651]

Rule 42/44: (89.2/0.3, lift 11.3)
    PC13 > 6.92457
    PC18 > -0.4683644
    PC20 > -4.604566
    PC46 > -0.1855004
    PC63 > -0.9149661
    PC74 <= -0.3718084
    PC78 <= 0.9144238
    PC91 <= 0.8491476
    ->  class 0\|2  [0.985]

Rule 42/45: (41.8, lift 11.2)
    PC3 <= 1.640775
    PC18 > -2.175213
    PC18 <= -0.4683644
    PC38 <= 1.184574
    PC52 <= -1.484914
    PC58 > -1.336068
    PC79 <= 0.962815
    PC86 <= 1.141508
    ->  class 0\|2  [0.977]

Rule 42/46: (38.6, lift 11.2)
    PC2 > 2.294892
    PC3 <= 1.640775
    PC12 <= -0.7844212
    PC18 > -0.4683644
    PC18 <= 0.7618142
    PC20 > -4.604566
    PC43 <= 1.800024
    PC47 <= 0.6989955
    PC60 > -0.3499543
    ->  class 0\|2  [0.975]

Rule 42/47: (82.9/1.2, lift 11.1)
    PC2 > 2.294892
    PC3 <= 1.640775
    PC12 <= 0.493904
    PC18 > -0.4683644
    PC18 <= 2.052136
    PC20 > -4.604566
    PC20 <= 2.114581
    PC43 <= 1.800024
    PC47 <= 4.410915
    PC48 <= 0.360111
    PC57 <= -0.6004622
    PC59 > -3.042485
    PC67 <= 0.5365798
    ->  class 0\|2  [0.974]

Rule 42/48: (34.4, lift 11.1)
    PC2 > 2.294892
    PC3 <= 1.640775
    PC18 > -0.4683644
    PC18 <= 0.7618142
    PC43 <= 1.800024
    PC48 <= 0.360111
    PC57 > -0.6004622
    PC83 <= 3.357155
    PC92 > 0.9237235
    ->  class 0\|2  [0.972]

Rule 42/49: (31.7, lift 11.1)
    PC13 > 6.92457
    PC18 > -0.4683644
    PC46 <= -0.1855004
    PC93 > 0.02408726
    ->  class 0\|2  [0.970]

Rule 42/50: (22.1, lift 11.0)
    PC3 <= 1.640775
    PC7 <= -0.7654072
    PC18 <= -0.4683644
    PC25 > 0.4817722
    ->  class 0\|2  [0.959]

Rule 42/51: (22.2, lift 11.0)
    PC13 > 12.55908
    PC47 <= 4.410915
    ->  class 0\|2  [0.959]

Rule 42/52: (15.1, lift 10.8)
    PC2 > 2.294892
    PC18 <= -0.4683644
    PC56 > -0.2503361
    PC56 <= -0.2456043
    PC97 > -0.9075205
    ->  class 0\|2  [0.942]

Rule 42/53: (63.9/3, lift 10.7)
    PC2 > 2.294892
    PC3 <= 1.640775
    PC18 > -0.4683644
    PC20 > -4.604566
    PC34 > -3.972987
    PC88 > 3.585159
    ->  class 0\|2  [0.939]

Rule 42/54: (14, lift 10.7)
    PC13 > 6.92457
    PC20 <= -4.036534
    PC46 <= -0.1855004
    ->  class 0\|2  [0.938]

Rule 42/55: (29.6/1.1, lift 10.7)
    PC2 > 2.294892
    PC3 <= 1.640775
    PC18 > -0.4683644
    PC20 > -4.604566
    PC43 <= 1.800024
    PC87 > 1.402057
    ->  class 0\|2  [0.933]

Rule 42/56: (12.1, lift 10.6)
    PC2 > 2.294892
    PC3 <= 1.640775
    PC18 > -0.4683644
    PC18 <= 2.052136
    PC20 > -4.604566
    PC48 > 0.360111
    PC73 <= -1.009294
    PC83 <= 3.357155
    PC86 > -2.648765
    ->  class 0\|2  [0.929]

Rule 42/57: (35/1.8, lift 10.6)
    PC2 > 2.294892
    PC3 <= 1.640775
    PC18 > -0.4683644
    PC18 <= 2.052136
    PC47 <= 4.410915
    PC48 <= 0.360111
    PC67 <= 0.5365798
    PC87 <= 1.402057
    PC88 <= 3.585159
    PC89 <= -0.8360177
    ->  class 0\|2  [0.925]

Rule 42/58: (41.3/3.1, lift 10.3)
    PC2 > 2.294892
    PC3 <= 1.640775
    PC18 > -0.4683644
    PC18 <= 0.7618142
    PC20 > -4.604566
    PC43 <= 1.800024
    PC60 > -0.3499543
    PC86 > -2.648765
    PC89 > -0.8360177
    PC100 > 0.2988653
    ->  class 0\|2  [0.905]

Rule 42/59: (99.7/10.4, lift 10.1)
    PC4 > 8.399589
    PC10 > -6.214788
    PC18 <= -0.4683644
    PC77 <= 1.121771
    ->  class 0\|2  [0.887]

Rule 42/60: (40.2/4.6, lift 9.9)
    PC13 > 6.92457
    PC18 > -0.4683644
    PC42 > 0.1219841
    PC46 <= -0.1855004
    ->  class 0\|2  [0.868]

Rule 42/61: (43.2/5.5, lift 9.8)
    PC2 > 2.294892
    PC18 > -0.4683644
    PC18 <= 2.052136
    PC20 > -4.604566
    PC43 <= 1.800024
    PC59 <= -3.042485
    PC87 <= 1.402057
    ->  class 0\|2  [0.857]

Rule 42/62: (35.4/4.6, lift 9.7)
    PC7 > -0.1430541
    PC15 > 0.9943348
    PC18 > -0.4683644
    PC20 <= -4.604566
    ->  class 0\|2  [0.850]

Rule 42/63: (32.9/4.9, lift 9.5)
    PC2 > 2.294892
    PC3 <= 1.640775
    PC11 > 0.2945656
    PC77 <= 1.121771
    ->  class 0\|2  [0.830]

Rule 42/64: (42.9/7.7, lift 9.2)
    PC2 > 2.294892
    PC3 <= 1.640775
    PC13 <= 6.92457
    PC18 > -0.4683644
    PC18 <= 0.7618142
    PC47 > 0.6989955
    PC48 <= 0.360111
    PC88 <= 3.585159
    PC92 <= 0.9237235
    ->  class 0\|2  [0.807]

Rule 42/65: (102.3/19.7, lift 9.2)
    PC2 > 2.294892
    PC3 <= 1.640775
    PC13 <= 1.698335
    PC18 > -0.4683644
    PC18 <= 0.7618142
    PC43 <= 1.800024
    PC47 <= 0.6989955
    PC48 <= 0.360111
    PC55 <= 0.01443866
    PC83 <= 3.357155
    ->  class 0\|2  [0.802]

Rule 42/66: (30.4/9.2, lift 7.8)
    PC2 > 2.294892
    PC13 > 1.698335
    PC13 <= 6.92457
    PC18 > -0.4683644
    PC18 <= 2.052136
    PC59 > -3.042485
    PC83 <= 3.357155
    ->  class 0\|2  [0.685]

Rule 42/67: (2906.1/1675.4, lift 4.8)
    PC2 > 2.294892
    PC3 <= 1.640775
    PC18 <= -0.4683644
    ->  class 0\|2  [0.424]

Rule 42/68: (150.3, lift 11.1)
    PC3 <= 1.640775
    PC4 <= 8.399589
    PC11 <= 0.2945656
    PC18 <= -2.175213
    PC32 <= 2.677861
    PC74 <= 3.314489
    PC97 <= -0.9075205
    ->  class 0\|3  [0.993]

Rule 42/69: (142.3, lift 11.1)
    PC2 > 3.107945
    PC3 <= 1.640775
    PC4 > -7.746524
    PC10 > -6.299334
    PC18 <= -2.175213
    PC27 > -0.9436151
    PC32 <= 2.677861
    PC38 > 0.5187551
    PC56 > -0.2456043
    PC57 <= 1.506779
    PC61 > -0.3434061
    PC77 <= 1.121771
    PC84 <= 0.2998835
    PC90 > -0.8960349
    PC94 <= 0.5050467
    PC99 > -1.575642
    ->  class 0\|3  [0.993]

Rule 42/70: (111, lift 11.1)
    PC4 <= 8.399589
    PC7 > -0.7654072
    PC10 > -6.299334
    PC18 <= -2.175213
    PC57 <= 1.506779
    PC94 <= -0.9635324
    ->  class 0\|3  [0.991]

Rule 42/71: (119.4, lift 11.1)
    PC4 > -7.746524
    PC4 <= 8.399589
    PC7 > -0.7654072
    PC10 > -6.299334
    PC11 <= 0.2945656
    PC18 <= -2.175213
    PC77 <= 1.121771
    PC82 <= -0.5234695
    PC90 > -0.8960349
    PC94 <= 0.5050467
    PC99 > -1.575642
    ->  class 0\|3  [0.991]

Rule 42/72: (116/0.4, lift 11.0)
    PC4 > -7.746524
    PC6 <= 0.115219
    PC7 > -0.7654072
    PC11 <= 0.2945656
    PC18 <= -2.175213
    PC25 <= 1.704808
    PC32 <= 2.677861
    PC56 <= -0.2503361
    PC61 > -0.3434061
    PC94 <= 0.5050467
    ->  class 0\|3  [0.988]

Rule 42/73: (93.5/0.4, lift 11.0)
    PC4 > -7.746524
    PC4 <= 8.399589
    PC7 > -0.7654072
    PC11 <= 0.2945656
    PC12 <= 0.2908838
    PC18 <= -2.175213
    PC25 <= 1.704808
    PC56 <= -0.3356005
    PC74 <= 3.314489
    PC94 <= 0.5050467
    ->  class 0\|3  [0.985]

Rule 42/74: (173.7/1.7, lift 11.0)
    PC2 > 3.107945
    PC4 > -7.746524
    PC4 <= 8.399589
    PC7 > -0.7654072
    PC10 > -6.299334
    PC11 <= 0.2945656
    PC18 <= -2.175213
    PC32 <= 2.677861
    PC57 <= 1.506779
    PC61 > -0.3434061
    PC66 <= 1.839454
    PC80 <= 0.05277531
    PC94 <= 0.5050467
    ->  class 0\|3  [0.985]

Rule 42/75: (152/1.4, lift 11.0)
    PC3 <= 1.640775
    PC4 > -7.746524
    PC4 <= 8.399589
    PC9 <= 0.02674712
    PC11 <= 0.2945656
    PC13 > -1.751085
    PC18 <= -2.175213
    PC46 > -0.7081562
    PC56 > -0.3356005
    PC57 <= 1.506779
    PC80 > 0.05277531
    PC90 > -0.8960349
    PC94 <= 0.5050467
    PC97 <= 1.297244
    ->  class 0\|3  [0.985]

Rule 42/76: (169.3/1.6, lift 11.0)
    PC4 > -7.746524
    PC4 <= 8.399589
    PC11 <= 0.2945656
    PC13 > -1.751085
    PC18 <= -2.319341
    PC27 > -0.9436151
    PC34 <= 1.631372
    PC38 > -0.3092782
    PC46 > -0.7081562
    PC56 > -0.2456043
    PC61 > -0.3434061
    PC70 <= 1.609967
    PC80 > 0.05277531
    PC84 <= 0.2998835
    PC88 > -0.5858581
    PC97 <= 1.297244
    PC98 <= 0.7091162
    ->  class 0\|3  [0.985]

Rule 42/77: (145.3/1.2, lift 11.0)
    PC3 <= 1.640775
    PC4 > -7.746524
    PC4 <= 8.399589
    PC10 > -6.299334
    PC12 > 0.2908838
    PC18 <= -2.175213
    PC32 <= 2.677861
    PC94 <= 0.5050467
    PC99 > -1.575642
    ->  class 0\|3  [0.985]

Rule 42/78: (84.1/0.4, lift 11.0)
    PC2 > 2.294892
    PC18 > -2.175213
    PC18 <= -0.4683644
    PC31 > 0.2075301
    PC46 > -0.3178219
    PC60 > 0.0377912
    ->  class 0\|3  [0.984]

Rule 42/79: (49.9, lift 10.9)
    PC3 <= 1.640775
    PC4 <= 8.399589
    PC7 > 0.5812015
    PC11 <= 0.2945656
    PC18 <= -2.175213
    PC94 > 0.5050467
    ->  class 0\|3  [0.981]

Rule 42/80: (53.8, lift 10.9)
    PC7 > -0.7654072
    PC11 > -0.04488331
    PC11 <= 0.116936
    PC40 <= -1.958173
    PC58 > -1.336068
    PC79 <= 0.962815
    PC99 > -0.9267305
    ->  class 0\|3  [0.981]

Rule 42/81: (48.5, lift 10.9)
    PC4 > -7.746524
    PC4 <= 8.399589
    PC11 <= 0.116936
    PC18 > -2.175213
    PC18 <= -0.4683644
    PC32 <= 0.9086605
    PC44 <= 0.508348
    PC49 <= 0.6366939
    PC52 > -1.484914
    PC61 <= 0.3609182
    PC79 > 0.71991
    PC79 <= 0.962815
    PC97 <= 1.250434
    PC99 > -0.9267305
    ->  class 0\|3  [0.980]

Rule 42/82: (44.7, lift 10.9)
    PC2 > 2.294892
    PC4 <= 8.399589
    PC18 > -2.175213
    PC18 <= -0.4683644
    PC74 <= 3.314489
    PC77 <= 1.121771
    PC92 <= -1.456696
    ->  class 0\|3  [0.979]

Rule 42/83: (48, lift 10.9)
    PC2 > 2.294892
    PC3 <= 1.640775
    PC4 <= 8.399589
    PC8 <= -0.33442
    PC11 <= 0.116936
    PC18 <= -0.4683644
    PC40 > -2.798079
    PC74 <= 3.314489
    ->  class 0\|3  [0.979]

Rule 42/84: (44.2, lift 10.9)
    PC3 <= 1.640775
    PC10 > -6.299334
    PC18 <= -0.4683644
    PC22 <= -0.3881056
    PC58 > -4.939949
    PC77 > 1.121771
    ->  class 0\|3  [0.978]

Rule 42/85: (119.5/1.8, lift 10.9)
    PC2 > 2.294892
    PC4 > -7.746524
    PC4 <= 8.399589
    PC7 > -0.7654072
    PC18 <= -2.175213
    PC74 <= 3.314489
    PC96 <= -0.6204453
    ->  class 0\|3  [0.977]

Rule 42/86: (70/0.8, lift 10.9)
    PC2 > 2.294892
    PC18 > -2.175213
    PC18 <= -0.4683644
    PC38 > 1.184574
    PC44 <= 0.7009842
    ->  class 0\|3  [0.976]

Rule 42/87: (82/1.3, lift 10.9)
    PC3 <= 1.640775
    PC4 <= 8.399589
    PC11 <= 0.116936
    PC18 > -2.175213
    PC18 <= -0.4683644
    PC44 <= 0.508348
    PC58 <= 3.277104
    PC61 <= 0.3609182
    PC74 <= 3.314489
    PC78 <= 0.9955258
    PC79 <= 0.962815
    PC86 > 1.141508
    ->  class 0\|3  [0.973]

Rule 42/88: (27.8, lift 10.8)
    PC4 <= 8.399589
    PC18 <= -4.562916
    PC32 <= 2.677861
    PC74 <= 3.314489
    PC94 > 0.5050467
    ->  class 0\|3  [0.966]

Rule 42/89: (45.8/0.6, lift 10.8)
    PC2 > 2.294892
    PC3 <= 1.640775
    PC11 <= -0.04488331
    PC18 > -2.175213
    PC18 <= -0.4683644
    PC32 <= 0.9086605
    PC44 <= 0.7009842
    PC52 > -1.484914
    PC61 <= 0.3609182
    PC78 <= 0.9955258
    PC79 <= 0.962815
    ->  class 0\|3  [0.966]

Rule 42/90: (79/2, lift 10.7)
    PC2 > 2.294892
    PC4 <= 8.399589
    PC11 <= 0.116936
    PC18 <= -0.4683644
    PC44 <= 0.7009842
    PC58 <= -1.336068
    PC74 <= 3.314489
    PC79 <= 0.962815
    PC92 > -1.456696
    PC97 <= 1.250434
    ->  class 0\|3  [0.963]

Rule 42/91: (22.4, lift 10.7)
    PC2 > 2.294892
    PC11 <= 0.116936
    PC18 > -2.175213
    PC18 <= -0.4683644
    PC32 <= 0.9086605
    PC43 > -0.546969
    PC43 <= -0.3233516
    PC44 <= 0.508348
    PC52 > -1.484914
    PC61 <= 0.3609182
    PC77 <= 1.121771
    PC79 <= 0.962815
    ->  class 0\|3  [0.959]

Rule 42/92: (19, lift 10.6)
    PC2 > 2.294892
    PC3 <= 1.640775
    PC4 <= 8.399589
    PC10 > -6.299334
    PC18 <= -0.4683644
    PC44 <= 0.7009842
    PC47 > 1.806336
    ->  class 0\|3  [0.952]

Rule 42/93: (123.3/8.4, lift 10.3)
    PC4 > -7.746524
    PC4 <= 8.399589
    PC7 > -0.7654072
    PC18 <= -0.4683644
    PC32 <= 0.9086605
    PC43 > -0.546969
    PC44 <= 0.7009842
    PC49 <= 0.6366939
    PC61 <= 0.3609182
    PC63 > 0.7069765
    PC79 <= 0.71991
    PC91 <= -0.5255314
    PC92 > -1.456696
    PC97 <= 1.250434
    ->  class 0\|3  [0.925]

Rule 42/94: (89.2/6, lift 10.3)
    PC2 > 2.294892
    PC3 <= 1.640775
    PC4 > -7.746524
    PC4 <= 8.399589
    PC10 > -6.299334
    PC11 <= 0.116936
    PC18 > -2.175213
    PC18 <= -0.4683644
    PC32 <= 0.9086605
    PC43 > -0.546969
    PC44 <= 0.508348
    PC48 > -0.1771192
    PC49 <= 0.6366939
    PC61 <= 0.3609182
    PC79 <= 0.962815
    PC86 <= 1.141508
    PC91 > -0.5255314
    PC97 <= 1.250434
    PC99 > -0.9267305
    ->  class 0\|3  [0.923]

Rule 42/95: (10.8, lift 10.3)
    PC2 > 2.294892
    PC3 <= 1.640775
    PC7 > -0.7654072
    PC18 > -2.175213
    PC18 <= -0.4683644
    PC44 > 0.508348
    PC44 <= 0.7009842
    PC58 > -1.336068
    PC87 <= -0.1083009
    PC97 <= 1.250434
    ->  class 0\|3  [0.922]

Rule 42/96: (8.5, lift 10.1)
    PC3 <= 1.640775
    PC6 > 0.01823942
    PC18 <= -2.175213
    PC94 > 0.5050467
    ->  class 0\|3  [0.905]

Rule 42/97: (64.8/5.4, lift 10.1)
    PC2 > 2.294892
    PC4 > -7.746524
    PC7 > -0.7654072
    PC18 <= -0.4683644
    PC41 > 0.2183855
    PC44 <= 0.7009842
    ->  class 0\|3  [0.903]

Rule 42/98: (77.3/7.2, lift 10.0)
    PC18 <= -0.4683644
    PC30 <= -4.280624
    ->  class 0\|3  [0.897]

Rule 42/99: (35.5/3, lift 10.0)
    PC2 > 2.294892
    PC3 <= 1.640775
    PC10 > -6.299334
    PC18 <= -0.4683644
    PC31 <= 0.2075301
    PC40 <= -2.798079
    ->  class 0\|3  [0.894]

Rule 42/100: (65.6/7.9, lift 9.7)
    PC7 > -2.305343
    PC7 <= -0.7654072
    PC10 > -6.299334
    PC10 <= -2.323852
    PC18 <= -0.4683644
    PC20 <= -3.549603
    ->  class 0\|3  [0.868]

Rule 42/101: (15.9/1.7, lift 9.5)
    PC2 > 2.294892
    PC3 <= 1.640775
    PC7 > -0.7654072
    PC18 > -2.175213
    PC18 <= -1.032622
    PC44 > 0.7009842
    PC57 > 0.7514582
    ->  class 0\|3  [0.851]

Rule 42/102: (4.4, lift 9.4)
    PC4 > 8.399589
    PC10 > -6.299334
    PC10 <= -6.214788
    PC18 <= -0.4683644
    ->  class 0\|3  [0.844]

Rule 42/103: (7804.3/6017.1, lift 2.6)
    PC2 > 2.294892
    ->  class 0\|3  [0.229]

Rule 42/104: (223.7/0.5, lift 15.0)
    PC1 > -0.5890457
    PC2 <= 2.294892
    PC4 > -1.298101
    PC9 > 0.3980171
    PC20 > -1.063857
    PC20 <= -0.6527005
    PC21 > -0.757573
    PC45 <= 0.3272735
    PC58 > -0.6968668
    PC72 <= 0.4588696
    PC79 <= 0.2768016
    PC89 > -0.3063845
    ->  class 1\|0  [0.993]

Rule 42/105: (90.4, lift 14.9)
    PC1 > -0.5890457
    PC2 <= 2.294892
    PC4 > -1.298101
    PC6 <= 8.137499
    PC9 > 0.3980171
    PC49 <= -0.807025
    PC58 > -0.6968668
    PC63 <= 0.04369184
    PC71 > -1.136084
    PC72 <= 0.4588696
    PC90 > -0.1341324
    ->  class 1\|0  [0.989]

Rule 42/106: (271.5/2.5, lift 14.9)
    PC1 > -0.5890457
    PC2 <= 2.294892
    PC6 <= 8.137499
    PC9 > 0.3980171
    PC59 > 0.07053269
    PC68 > -1.201223
    PC72 <= 0.4588696
    PC79 <= 0.2768016
    PC83 > -0.4067275
    PC90 <= -0.1341324
    PC91 > -0.1634041
    ->  class 1\|0  [0.987]

Rule 42/107: (213.8/2.5, lift 14.8)
    PC1 > -0.5890457
    PC2 <= 2.294892
    PC4 > -1.298101
    PC6 <= 8.137499
    PC9 > 0.3980171
    PC17 > 0.5112413
    PC20 > -1.063857
    PC21 > -0.757573
    PC45 <= 0.3272735
    PC59 > 0.07053269
    PC72 <= 0.4588696
    PC79 <= 0.2768016
    PC83 > -0.4067275
    PC91 > -0.4408608
    ->  class 1\|0  [0.984]

Rule 42/108: (233.7/2.7, lift 14.8)
    PC3 > 1.640775
    PC8 > -3.593374
    PC12 <= -0.08172889
    PC16 <= 0.5655206
    PC22 > 0.1248145
    PC60 > 0.05382624
    PC65 > -0.04479048
    PC77 <= 0.6526504
    PC100 > -0.8058769
    ->  class 1\|0  [0.984]

Rule 42/109: (134.8/1.9, lift 14.8)
    PC3 > 1.640775
    PC12 <= -0.08172889
    PC16 <= 0.5655206
    PC22 > 0.1248145
    PC60 > 0.2160841
    PC67 > -0.3885786
    PC70 > -0.131987
    PC77 <= 0.6526504
    ->  class 1\|0  [0.979]

Rule 42/110: (125.5/2.3, lift 14.7)
    PC1 > -0.1814509
    PC4 > -1.298101
    PC6 <= 8.137499
    PC9 > 0.3980171
    PC21 > -0.757573
    PC45 <= 0.3272735
    PC59 > 0.07053269
    PC63 > 0.04369184
    PC79 <= 0.2768016
    ->  class 1\|0  [0.974]

Rule 42/111: (349.3/17.7, lift 14.3)
    PC1 > -0.1814509
    PC4 > -1.298101
    PC9 > 0.3980171
    PC20 > -0.6428688
    PC21 > -0.757573
    PC45 <= 0.3272735
    PC58 > -0.6968668
    PC59 <= 0.07053269
    PC68 > -1.201223
    PC79 <= 0.2768016
    PC83 > -0.4067275
    PC91 > -0.4408608
    PC98 <= 0.2425484
    ->  class 1\|0  [0.947]

Rule 42/112: (14.2, lift 14.2)
    PC1 > -0.5890457
    PC6 <= -1.209906
    PC9 > 0.3980171
    PC29 > 0.007026471
    PC58 > -0.6968668
    PC72 <= 0.4588696
    ->  class 1\|0  [0.938]

Rule 42/113: (14, lift 14.1)
    PC1 > -0.5890457
    PC2 <= 2.294892
    PC18 > 0.1512919
    PC36 <= -0.1910132
    PC58 <= -0.6968668
    ->  class 1\|0  [0.937]

Rule 42/114: (189.3/13, lift 14.0)
    PC3 > 6.53583
    PC8 > -3.593374
    PC12 <= -0.08172889
    PC16 <= 0.5655206
    PC18 <= 0.7362046
    PC22 > 0.1248145
    PC22 <= 2.604741
    PC38 > -0.3322047
    PC47 > -0.295758
    PC65 > -0.04479048
    PC77 <= 0.6526504
    PC95 <= 0.008638187
    PC100 > -0.8058769
    ->  class 1\|0  [0.927]

Rule 42/115: (9.3, lift 13.7)
    PC4 <= -1.298101
    PC9 > 3.839039
    ->  class 1\|0  [0.911]

Rule 42/116: (8.4, lift 13.6)
    PC3 > 1.640775
    PC12 <= -0.08172889
    PC22 > 0.1248145
    PC65 <= -0.04479048
    PC67 <= -0.3885786
    PC70 > -0.131987
    ->  class 1\|0  [0.903]

Rule 42/117: (60.4/6.2, lift 13.3)
    PC1 > -0.5890457
    PC2 <= 2.294892
    PC4 > -1.298101
    PC9 > 0.3980171
    PC17 <= 0.08402268
    PC21 > -0.757573
    PC58 > -0.6968668
    PC68 <= -1.201223
    PC94 > -0.2322086
    ->  class 1\|0  [0.884]

Rule 42/118: (149.5/0.2, lift 14.2)
    PC1 > -0.5890457
    PC2 <= 2.294892
    PC4 > -1.298101
    PC9 > 0.3980171
    PC17 <= 0.5112413
    PC20 > -0.6428688
    PC21 > -0.757573
    PC49 > -0.807025
    PC59 > 0.07053269
    PC63 <= 0.04369184
    PC72 <= 0.4588696
    PC90 > -0.1341324
    ->  class 1\|1  [0.992]

Rule 42/119: (87.8, lift 14.1)
    PC1 > -0.1814509
    PC4 <= -1.298101
    PC9 > 0.3980171
    PC9 <= 3.839039
    PC18 > 0.2026378
    ->  class 1\|1  [0.989]

Rule 42/120: (87.2, lift 14.1)
    PC3 > 1.640775
    PC3 <= 6.53583
    PC12 <= -0.08172889
    PC16 <= 0.5655206
    PC38 > -0.3322047
    PC60 <= 0.05382624
    PC77 <= 0.6526504
    PC100 > -0.8058769
    ->  class 1\|1  [0.989]

Rule 42/121: (53.3, lift 14.0)
    PC6 > 8.137499
    PC9 > 0.3980171
    PC21 > -0.757573
    PC71 > -1.136084
    ->  class 1\|1  [0.982]

Rule 42/122: (88.7/1, lift 14.0)
    PC2 <= 2.294892
    PC4 <= -2.170555
    PC9 > 0.3980171
    PC45 <= 0.3272735
    PC71 > -1.136084
    ->  class 1\|1  [0.978]

Rule 42/123: (141.7/2.3, lift 14.0)
    PC1 > -0.5890457
    PC2 <= 2.294892
    PC4 > -1.298101
    PC6 > -1.209906
    PC9 > 0.3980171
    PC21 <= -0.757573
    PC29 > 0.007026471
    PC45 <= 0.3272735
    PC58 > -0.6968668
    PC71 > -1.136084
    PC94 > -0.1419057
    ->  class 1\|1  [0.977]

Rule 42/124: (39.5, lift 13.9)
    PC1 > -0.5890457
    PC2 <= 2.294892
    PC4 > -1.298101
    PC9 > 0.3980171
    PC20 > -1.063857
    PC45 <= 0.3272735
    PC58 > -0.6968668
    PC71 > -1.136084
    PC72 <= 0.4588696
    PC79 <= 0.2768016
    PC91 <= -0.4408608
    ->  class 1\|1  [0.976]

Rule 42/125: (135.6/3.7, lift 13.8)
    PC1 > -0.1814509
    PC4 > -1.298101
    PC21 > -0.757573
    PC59 <= 0.07053269
    PC68 > -1.201223
    PC71 > -1.136084
    PC72 <= 0.4588696
    PC83 > -0.4067275
    PC98 > 0.2425484
    ->  class 1\|1  [0.965]

Rule 42/126: (22.7, lift 13.7)
    PC1 > -0.5890457
    PC2 <= 2.294892
    PC9 > 0.3980171
    PC20 > -0.6527005
    PC59 > 0.07053269
    PC68 > -1.201223
    PC90 <= -0.1341324
    PC91 <= -0.1634041
    ->  class 1\|1  [0.960]

Rule 42/127: (23.5/0.2, lift 13.6)
    PC1 > -0.5890457
    PC2 <= 2.294892
    PC6 <= 8.137499
    PC9 > 0.3980171
    PC58 > -0.6968668
    PC68 > -1.201223
    PC71 > -1.136084
    PC83 <= -0.4067275
    ->  class 1\|1  [0.953]

Rule 42/128: (65.9/4.3, lift 13.2)
    PC1 > -0.1814509
    PC2 <= 2.294892
    PC9 <= 0.3980171
    PC12 <= -0.03461245
    PC18 > 0.1986594
    PC45 <= 0.05187764
    PC50 <= 0.5382044
    PC98 > -0.20689
    ->  class 1\|1  [0.922]

Rule 42/129: (10.2, lift 13.1)
    PC1 > -0.5890457
    PC2 <= 2.294892
    PC9 > 0.3980171
    PC13 <= -0.7585957
    PC36 <= -0.1910132
    ->  class 1\|1  [0.918]

Rule 42/130: (6.2, lift 12.5)
    PC3 > 0.8963522
    PC6 > -1.32045
    PC9 <= 0.3980171
    PC18 <= 0.1986594
    PC19 > -1.499768
    PC29 > -0.227187
    PC29 <= -0.1243349
    ->  class 1\|1  [0.878]

Rule 42/131: (28.1/5.7, lift 11.1)
    PC1 > -0.5890457
    PC9 > 0.3980171
    PC20 > -0.6527005
    PC20 <= -0.6428688
    ->  class 1\|1  [0.778]

Rule 42/132: (95.2/20.7, lift 11.1)
    PC1 > 12.66894
    PC6 <= -1.32045
    PC8 > -4.523057
    PC9 <= 0.3980171
    PC29 > -0.227187
    ->  class 1\|1  [0.777]

Rule 42/133: (14.3/2.8, lift 10.9)
    PC1 > -0.5890457
    PC2 <= 2.294892
    PC9 > 0.3980171
    PC27 <= 0.2855228
    PC58 > -0.6968668
    PC72 > 0.4588696
    ->  class 1\|1  [0.766]

Rule 42/134: (29/6.6, lift 10.8)
    PC1 > -0.1814509
    PC2 <= 2.294892
    PC3 <= 0.8963522
    PC6 > -1.32045
    PC8 > -0.8623888
    PC9 <= 0.3980171
    PC14 > -0.9725196
    PC18 <= 0.1986594
    PC19 > -1.499768
    ->  class 1\|1  [0.756]

Rule 42/135: (32.3/10.2, lift 9.6)
    PC1 > -0.5890457
    PC2 <= 2.294892
    PC9 > 0.3980171
    PC20 > -1.063857
    PC58 > -0.6968668
    PC71 > -1.136084
    PC72 <= 0.4588696
    PC79 > 0.2768016
    ->  class 1\|1  [0.674]

Rule 42/136: (27.1/9, lift 9.4)
    PC1 > -0.5890457
    PC1 <= -0.1814509
    PC2 <= 2.294892
    PC51 <= -0.4676497
    ->  class 1\|1  [0.657]

Rule 42/137: (33.6/13.4, lift 8.5)
    PC1 > -0.5890457
    PC2 <= 2.294892
    PC7 > 0.41848
    PC9 > 0.3980171
    PC58 <= -0.6968668
    ->  class 1\|1  [0.595]

Rule 42/138: (1678.5/971.1, lift 6.0)
    PC2 > 2.294892
    PC3 > 1.640775
    ->  class 1\|1  [0.422]

Rule 42/139: (45.4/31.2, lift 4.6)
    PC2 <= 2.294892
    PC9 > 0.3980171
    PC10 <= -0.08132786
    PC18 <= 0.1512919
    PC36 <= -0.1910132
    ->  class 1\|1  [0.321]

Rule 42/140: (69.5, lift 15.4)
    PC4 > -2.170555
    PC4 <= -1.298101
    PC9 > 0.3980171
    PC9 <= 3.839039
    PC18 <= 0.2026378
    PC72 <= 0.4588696
    ->  class 1\|2  [0.986]

Rule 42/141: (71.8, lift 15.4)
    PC2 > 2.294892
    PC5 <= -6.601229
    PC15 <= -0.08705366
    ->  class 1\|2  [0.986]

Rule 42/142: (65.2, lift 15.4)
    PC1 > -0.5890457
    PC7 <= 0.41848
    PC9 > 0.3980171
    PC10 > -0.08132786
    PC13 > -0.7585957
    PC18 <= 0.1512919
    PC36 <= -0.1910132
    PC58 <= -0.6968668
    ->  class 1\|2  [0.985]

Rule 42/143: (61.8, lift 15.4)
    PC1 > -0.1814509
    PC9 > 0.3980171
    PC20 <= -1.063857
    PC21 > -0.757573
    PC58 > -0.6968668
    ->  class 1\|2  [0.984]

Rule 42/144: (47.1, lift 15.3)
    PC1 > -0.1814509
    PC9 > 0.3980171
    PC20 <= -0.6527005
    PC21 > -0.757573
    PC72 <= 0.4588696
    PC89 <= -0.3063845
    ->  class 1\|2  [0.980]

Rule 42/145: (50.5/0.1, lift 15.3)
    PC1 > -0.5890457
    PC2 <= 2.294892
    PC9 > 0.3980171
    PC27 > 0.2855228
    PC72 > 0.4588696
    ->  class 1\|2  [0.978]

Rule 42/146: (202.9/4.5, lift 15.2)
    PC3 > 9.508333
    PC16 > 0.5655206
    ->  class 1\|2  [0.973]

Rule 42/147: (33.2, lift 15.2)
    PC2 > 2.294892
    PC3 > 1.640775
    PC16 > 0.5655206
    PC86 <= -1.966605
    ->  class 1\|2  [0.972]

Rule 42/148: (32.5/0.1, lift 15.1)
    PC1 > -0.5890457
    PC2 <= 2.294892
    PC9 > 0.3980171
    PC21 <= -0.757573
    PC29 <= 0.007026471
    PC58 > -0.6968668
    ->  class 1\|2  [0.967]

Rule 42/149: (29.3/0.1, lift 15.1)
    PC1 > -0.5890457
    PC7 <= 0.41848
    PC9 > 0.3980171
    PC47 > 0.714998
    PC58 <= -0.6968668
    PC83 > -0.0264448
    ->  class 1\|2  [0.965]

Rule 42/150: (68.8/1.5, lift 15.1)
    PC2 > 2.294892
    PC3 > 1.640775
    PC16 > -0.9303704
    PC16 <= 0.5655206
    PC33 <= 0.326621
    PC50 <= -0.1775987
    PC93 > -0.9696231
    ->  class 1\|2  [0.965]

Rule 42/151: (28.2/0.1, lift 15.1)
    PC2 <= 2.294892
    PC47 > 0.714998
    PC58 <= -0.6968668
    PC63 <= 0.365072
    PC86 <= -1.060615
    ->  class 1\|2  [0.963]

Rule 42/152: (131.9/3.9, lift 15.1)
    PC2 > 2.294892
    PC3 > 1.640775
    PC14 > -1.673445
    PC16 > 0.5655206
    PC80 > 0.3888478
    ->  class 1\|2  [0.963]

Rule 42/153: (48.1/1.2, lift 14.9)
    PC1 > -0.5890457
    PC2 <= 2.294892
    PC47 > 0.714998
    PC58 <= -0.6968668
    PC69 <= -0.490113
    ->  class 1\|2  [0.955]

Rule 42/154: (56.2/1.6, lift 14.9)
    PC1 > -0.5890457
    PC9 > 0.3980171
    PC71 <= -1.136084
    ->  class 1\|2  [0.955]

Rule 42/155: (52.8/1.8, lift 14.8)
    PC3 > 1.640775
    PC5 > -6.601229
    PC16 > 0.5655206
    PC18 > 0.4216283
    PC80 <= 0.3888478
    ->  class 1\|2  [0.949]

Rule 42/156: (51.7/2, lift 14.8)
    PC1 > -0.1814509
    PC2 <= 2.294892
    PC3 > 0.8963522
    PC6 > -1.32045
    PC7 <= 3.184798
    PC9 <= 0.3980171
    PC18 <= 0.1986594
    PC19 > -1.499768
    PC29 > -0.1243349
    PC75 <= 0.6115793
    ->  class 1\|2  [0.945]

Rule 42/157: (39/1.5, lift 14.7)
    PC1 > -0.5890457
    PC2 <= 2.294892
    PC7 <= 0.41848
    PC9 > 0.3980171
    PC36 > -0.1910132
    PC58 <= -0.6968668
    PC65 <= -0.01175259
    ->  class 1\|2  [0.938]

Rule 42/158: (9, lift 14.2)
    PC1 > -0.5890457
    PC2 <= 2.294892
    PC9 > 0.3980171
    PC36 > -0.1910132
    PC47 > 0.714998
    PC65 > -0.01175259
    PC94 <= -0.2936898
    ->  class 1\|2  [0.909]

Rule 42/159: (42.7/5.1, lift 13.5)
    PC1 > -0.5890457
    PC2 <= 2.294892
    PC7 <= 0.41848
    PC9 > 0.3980171
    PC36 > -0.1910132
    PC58 <= -0.6968668
    PC94 > 0.09572866
    ->  class 1\|2  [0.863]

Rule 42/160: (43.6/6.2, lift 13.1)
    PC1 > -0.5890457
    PC2 <= 2.294892
    PC7 <= 0.41848
    PC9 > 0.3980171
    PC36 > -0.1910132
    PC47 > 0.714998
    PC58 <= -0.6968668
    PC86 > -1.060615
    ->  class 1\|2  [0.841]

Rule 42/161: (78.7/18.4, lift 11.9)
    PC1 > -0.1814509
    PC9 > 0.3980171
    PC45 > 0.3272735
    PC58 > -0.6968668
    ->  class 1\|2  [0.759]

Rule 42/162: (722.5/258.2, lift 10.0)
    PC1 > -0.5890457
    PC6 > -1.32045
    PC18 <= 0.1986594
    PC19 <= -1.499768
    ->  class 1\|2  [0.642]

Rule 42/163: (157, lift 16.5)
    PC1 > -0.5890457
    PC2 <= 2.294892
    PC9 > 0.3980171
    PC36 > -0.1910132
    PC47 <= 0.714998
    PC58 <= -0.6968668
    PC65 > -0.01175259
    PC94 <= 0.09572866
    ->  class 1\|3  [0.994]

Rule 42/164: (160.9/1.4, lift 16.4)
    PC1 > -0.1814509
    PC1 <= 10.30339
    PC9 <= 0.3980171
    PC14 > 0.6474171
    PC19 <= -1.499768
    PC50 > -0.7498896
    PC60 > -1.124229
    PC61 <= 0.7458934
    ->  class 1\|3  [0.985]

Rule 42/165: (50.1, lift 16.3)
    PC1 > -0.5890457
    PC9 <= 0.3980171
    PC19 <= -1.499768
    PC29 > -0.227187
    PC30 <= -0.3632589
    ->  class 1\|3  [0.981]

Rule 42/166: (29.5, lift 16.1)
    PC9 <= 0.3980171
    PC19 <= -1.499768
    PC49 <= -1.559507
    ->  class 1\|3  [0.968]

Rule 42/167: (25.4, lift 16.0)
    PC1 > -0.5890457
    PC2 <= 2.294892
    PC8 > -4.523057
    PC18 <= 0.1986594
    PC94 <= -0.7767343
    ->  class 1\|3  [0.963]

Rule 42/168: (183.4/5.9, lift 16.0)
    PC2 > 2.294892
    PC3 > 1.640775
    PC3 <= 9.508333
    PC5 > -6.601229
    PC16 > 0.5655206
    PC18 <= 0.4216283
    PC55 <= 0.5180585
    PC80 <= 0.3888478
    PC86 > -1.966605
    ->  class 1\|3  [0.963]

Rule 42/169: (19.3, lift 15.8)
    PC1 > -0.5890457
    PC2 <= 2.294892
    PC4 > -1.298101
    PC9 > 0.3980171
    PC17 <= 0.08402268
    PC21 > -0.757573
    PC68 <= -1.201223
    PC94 <= -0.2322086
    ->  class 1\|3  [0.953]

Rule 42/170: (6.6, lift 14.7)
    PC1 > -0.5890457
    PC9 <= 0.3980171
    PC19 <= -1.499768
    PC85 > 1.281003
    ->  class 1\|3  [0.883]

Rule 42/171: (26/2.6, lift 14.5)
    PC1 > -0.1814509
    PC6 > -1.32045
    PC9 <= 0.3980171
    PC11 <= 0.6934285
    PC14 > -0.9725196
    PC18 <= 0.1986594
    PC19 <= -1.499768
    ->  class 1\|3  [0.873]

Rule 42/172: (4.9, lift 14.2)
    PC2 <= 2.294892
    PC3 > 0.8963522
    PC7 > 3.184798
    PC18 <= 0.1986594
    ->  class 1\|3  [0.854]

Rule 42/173: (23.8/3.3, lift 13.9)
    PC1 > -0.1814509
    PC2 <= 2.294892
    PC3 > 1.950561
    PC6 <= -1.32045
    PC9 <= 0.3980171
    PC29 > -0.227187
    ->  class 1\|3  [0.834]

Rule 42/174: (919/637.8, lift 5.1)
    PC1 > -0.5890457
    PC2 <= 2.294892
    PC8 > 0.08273966
    PC44 <= 0.01511308
    ->  class 1\|3  [0.306]

Rule 42/175: (79.4, lift 13.1)
    PC1 <= -0.5890457
    PC2 > -1.079964
    PC8 > 0.8120257
    PC19 <= -0.4013062
    ->  class 2\|0  [0.988]

Rule 42/176: (410.8/5, lift 13.1)
    PC8 > 2.293971
    PC10 <= 0.3352064
    PC11 > -0.6532851
    PC21 > -0.248798
    PC28 <= 0.03706694
    PC45 <= 0.4329697
    PC60 > -0.3743114
    PC63 <= 0.1928392
    PC70 <= 0.1416286
    ->  class 2\|0  [0.985]

Rule 42/177: (63.2, lift 13.1)
    PC1 > -0.1814509
    PC8 > 0.6565195
    PC9 <= 0.3980171
    PC11 > 0.1017968
    PC14 <= -0.9725196
    ->  class 2\|0  [0.985]

Rule 42/178: (85/4.9, lift 12.4)
    PC1 <= -0.5890457
    PC2 <= -1.079964
    PC8 > 0.2372562
    PC8 <= 2.293971
    PC10 <= 0.1463294
    PC27 > -0.658873
    PC40 > -0.8208531
    PC57 > -0.09204466
    PC63 <= -0.05903246
    PC74 > -0.4784803
    PC79 <= 0.3045744
    PC82 > -0.4879954
    ->  class 2\|0  [0.932]

Rule 42/179: (31.3/2.8, lift 11.8)
    PC1 <= -0.5890457
    PC2 > -1.079964
    PC2 <= 2.294892
    PC8 > 0.2372562
    PC69 > 0.01766207
    ->  class 2\|0  [0.887]

Rule 42/180: (40.8/16.4, lift 7.9)
    PC1 > -0.1814509
    PC2 <= 2.294892
    PC8 > -4.523057
    PC9 <= 0.3980171
    PC12 > -0.03461245
    PC18 > 0.1986594
    ->  class 2\|0  [0.592]

Rule 42/181: (1371.4/648.2, lift 7.0)
    PC1 <= -0.5890457
    PC8 > 2.293971
    PC97 <= 1.36345
    ->  class 2\|0  [0.527]

Rule 42/182: (1869.4/1127, lift 5.3)
    PC1 <= -0.1814509
    PC2 <= 2.294892
    PC8 > 0.08273966
    PC28 <= 0.01594573
    PC44 > 0.01511308
    PC68 > -0.838531
    ->  class 2\|0  [0.397]

Rule 42/183: (171.7, lift 10.3)
    PC1 <= -0.5890457
    PC8 > 2.293971
    PC21 <= -0.248798
    PC22 > -1.207938
    PC97 <= 1.36345
    ->  class 2\|1  [0.994]

Rule 42/184: (132.8, lift 10.3)
    PC1 <= -0.5890457
    PC8 > 2.293971
    PC11 <= -0.6532851
    PC20 > -0.1542573
    ->  class 2\|1  [0.993]

Rule 42/185: (89.2, lift 10.2)
    PC1 <= -0.5890457
    PC2 <= 2.294892
    PC8 > 0.2372562
    PC8 <= 2.293971
    PC63 > -0.05903246
    PC78 <= -0.1677904
    PC83 > -0.8671864
    PC96 <= 0.7680207
    ->  class 2\|1  [0.989]

Rule 42/186: (61.8, lift 10.2)
    PC1 <= -0.5890457
    PC2 <= 2.294892
    PC4 <= -0.4476705
    PC8 > 0.2372562
    PC8 <= 2.293971
    PC77 <= 0.2412673
    ->  class 2\|1  [0.984]

Rule 42/187: (58.8, lift 10.2)
    PC1 <= -0.5890457
    PC2 <= 2.294892
    PC8 > -2.280636
    PC12 > 5.358043
    ->  class 2\|1  [0.984]

Rule 42/188: (48.5, lift 10.1)
    PC1 <= -0.5890457
    PC2 > -1.079964
    PC2 <= 2.294892
    PC8 > 0.2372562
    PC8 <= 2.293971
    PC19 > -0.4013062
    PC69 <= 0.01766207
    ->  class 2\|1  [0.980]

Rule 42/189: (46.6, lift 10.1)
    PC1 <= -0.5890457
    PC2 <= 2.294892
    PC8 > 0.2372562
    PC29 > 0.2696179
    PC84 <= 0.3388689
    ->  class 2\|1  [0.979]

Rule 42/190: (85.4/0.9, lift 10.1)
    PC1 <= -0.5890457
    PC2 <= -1.079964
    PC8 > 0.2372562
    PC8 <= 2.293971
    PC47 <= -0.6134443
    PC63 > -0.05903246
    PC97 <= 1.36345
    ->  class 2\|1  [0.978]

Rule 42/191: (41.7, lift 10.1)
    PC1 <= -0.5890457
    PC2 <= 2.294892
    PC8 > 0.2372562
    PC8 <= 2.293971
    PC30 > 0.3937708
    PC55 > -0.5295036
    PC77 <= 0.2412673
    ->  class 2\|1  [0.977]

Rule 42/192: (51.5/0.3, lift 10.1)
    PC1 <= -0.5890457
    PC2 <= 2.294892
    PC8 > 0.2372562
    PC50 > -0.6405767
    PC63 > -0.05903246
    PC70 > 0.2435914
    PC81 <= -0.03083238
    PC96 <= 0.7680207
    ->  class 2\|1  [0.976]

Rule 42/193: (86.7/1.2, lift 10.1)
    PC1 <= -0.5890457
    PC8 > 0.2372562
    PC8 <= 2.293971
    PC50 > -0.6405767
    PC63 > -0.05903246
    PC84 > 0.3388689
    PC96 <= 0.7680207
    PC97 <= 1.36345
    ->  class 2\|1  [0.976]

Rule 42/194: (148.3/2.5, lift 10.1)
    PC1 <= -0.5890457
    PC2 <= -1.079964
    PC8 > 0.2372562
    PC8 <= 2.293971
    PC63 > -0.05903246
    PC77 > 0.2412673
    PC96 <= 0.7680207
    ->  class 2\|1  [0.976]

Rule 42/195: (178.4/3.7, lift 10.1)
    PC1 <= -0.5890457
    PC2 <= -1.079964
    PC8 > 0.2372562
    PC8 <= 2.268429
    PC10 <= 0.01654014
    PC33 <= 0.205892
    PC50 > -0.6405767
    PC52 > -0.0409093
    PC55 > -0.5295036
    PC63 > -0.05903246
    PC93 > -0.3703261
    PC96 <= 0.7680207
    ->  class 2\|1  [0.974]

Rule 42/196: (37.2, lift 10.1)
    PC1 <= -0.5890457
    PC8 > 0.2372562
    PC11 > -0.6532851
    PC21 > -0.248798
    PC59 <= 0.2075007
    PC63 > 0.1928392
    PC70 <= 0.1416286
    ->  class 2\|1  [0.974]

Rule 42/197: (34.8, lift 10.1)
    PC2 <= -1.079964
    PC4 > -0.4476705
    PC8 > 0.2372562
    PC50 > -0.6405767
    PC63 > -0.05903246
    PC83 <= -0.8671864
    ->  class 2\|1  [0.973]

Rule 42/198: (32.8, lift 10.1)
    PC1 <= -0.5890457
    PC2 <= 2.294892
    PC8 > 0.2372562
    PC47 > -0.6134443
    PC72 > 0.8242333
    PC96 <= 0.7680207
    ->  class 2\|1  [0.971]

Rule 42/199: (84.9/1.5, lift 10.1)
    PC1 <= -0.5890457
    PC8 > 2.293971
    PC45 > 0.4329697
    PC70 <= 0.1416286
    ->  class 2\|1  [0.971]

Rule 42/200: (31.2, lift 10.0)
    PC1 <= -0.5890457
    PC8 > 2.293971
    PC8 <= 3.680524
    PC41 > 1.591292
    PC63 <= 0.1928392
    ->  class 2\|1  [0.970]

Rule 42/201: (30.3, lift 10.0)
    PC1 <= -0.5890457
    PC2 <= -1.079964
    PC8 > 0.2372562
    PC8 <= 2.293971
    PC15 <= -1.619063
    PC55 > -0.5295036
    PC81 <= -0.03083238
    ->  class 2\|1  [0.969]

Rule 42/202: (101.6/2.2, lift 10.0)
    PC1 <= -0.5890457
    PC8 > 0.2372562
    PC11 > -0.6532851
    PC21 > -0.248798
    PC56 > -0.1351287
    PC70 > 0.1416286
    ->  class 2\|1  [0.969]

Rule 42/203: (28.2, lift 10.0)
    PC1 <= -0.5890457
    PC8 > 2.293971
    PC8 <= 3.680524
    PC59 <= 0.2075007
    PC60 <= -0.3743114
    ->  class 2\|1  [0.967]

Rule 42/204: (94.4/2.3, lift 10.0)
    PC1 <= -0.5890457
    PC2 <= -1.079964
    PC8 > 0.2372562
    PC8 <= 2.293971
    PC50 > -0.6405767
    PC55 <= -0.5295036
    PC63 > -0.05903246
    PC96 <= 0.7680207
    ->  class 2\|1  [0.966]

Rule 42/205: (29.6/0.2, lift 10.0)
    PC1 <= -0.5890457
    PC8 > -2.280636
    PC8 <= 0.2372562
    PC24 <= 0.6028031
    PC29 <= 0.2788967
    PC32 <= -2.842878
    PC57 > 0.0557297
    ->  class 2\|1  [0.962]

Rule 42/206: (33.6/0.4, lift 9.9)
    PC8 > 2.293971
    PC8 <= 3.680524
    PC11 > -0.6532851
    PC21 > -0.248798
    PC28 > 0.03706694
    PC46 <= 1.266792
    PC70 <= 0.1416286
    PC76 > -0.1959247
    ->  class 2\|1  [0.961]

Rule 42/207: (23.8, lift 10.0)
    PC1 > -0.5890457
    PC1 <= -0.1814509
    PC2 <= 2.294892
    PC8 > 0.08273966
    PC68 <= -0.838531
    PC74 <= 0.2245339
    ->  class 2\|1  [0.961]

Rule 42/208: (22.9, lift 9.9)
    PC1 <= -0.5890457
    PC8 > 2.293971
    PC28 > 0.1506456
    ->  class 2\|1  [0.960]

Rule 42/209: (18.3, lift 9.8)
    PC1 <= -0.5890457
    PC2 <= 2.294892
    PC8 > 0.2372562
    PC17 <= -0.9000836
    PC50 > -0.6405767
    PC63 > -0.05903246
    PC81 > -0.03083238
    ->  class 2\|1  [0.951]

Rule 42/210: (209.2/10.5, lift 9.8)
    PC1 <= -0.5890457
    PC8 > 2.293971
    PC8 <= 5.691592
    PC21 > -0.248798
    PC44 > -1.743886
    PC59 > 0.2075007
    PC89 <= 0.5883406
    ->  class 2\|1  [0.945]

Rule 42/211: (114.1/6, lift 9.7)
    PC1 <= -0.5890457
    PC2 <= -1.079964
    PC8 > 0.2372562
    PC8 <= 2.293971
    PC50 > -0.6405767
    PC63 > -0.05903246
    PC81 <= -0.03083238
    PC87 > 0.03458914
    PC96 <= 0.7680207
    ->  class 2\|1  [0.940]

Rule 42/212: (99.4/5.4, lift 9.7)
    PC1 <= -0.5890457
    PC8 > 2.293971
    PC10 > 0.3352064
    PC59 <= 0.2075007
    PC97 <= 1.36345
    ->  class 2\|1  [0.937]

Rule 42/213: (13.4, lift 9.7)
    PC1 <= -0.5890457
    PC2 <= 2.294892
    PC8 > 0.2372562
    PC8 <= 2.293971
    PC10 <= 0.1463294
    PC27 <= -0.658873
    PC40 > -0.8208531
    ->  class 2\|1  [0.935]

Rule 42/214: (13, lift 9.7)
    PC1 > -0.5890457
    PC8 > 0.6565195
    PC9 <= 0.3980171
    PC11 <= 0.1017968
    PC14 <= -0.9725196
    ->  class 2\|1  [0.933]

Rule 42/215: (110.8/7.9, lift 9.5)
    PC1 <= -0.5890457
    PC8 > 0.2372562
    PC8 <= 2.293971
    PC10 > 0.1463294
    PC24 <= 1.03564
    PC38 > -0.8074315
    PC60 <= 1.742586
    PC61 <= 1.964744
    PC63 <= -0.05903246
    PC79 <= 0.08878995
    ->  class 2\|1  [0.921]

Rule 42/216: (21.3/0.9, lift 9.5)
    PC1 <= -0.5890457
    PC2 <= -1.079964
    PC8 > 0.2372562
    PC8 <= 2.293971
    PC10 <= 0.1463294
    PC11 > -1.140285
    PC74 > -0.4784803
    PC82 <= -0.4879954
    ->  class 2\|1  [0.920]

Rule 42/217: (85.7/6.1, lift 9.5)
    PC2 <= 2.294892
    PC8 > -4.523057
    PC9 <= 0.3980171
    PC18 <= 0.1986594
    PC29 <= -0.227187
    ->  class 2\|1  [0.919]

Rule 42/218: (29.6/2.4, lift 9.3)
    PC1 <= -0.5890457
    PC2 <= 2.294892
    PC8 > 0.2372562
    PC8 <= 2.293971
    PC10 <= 0.1463294
    PC63 <= -0.05903246
    PC74 <= -0.4784803
    PC79 <= 0.3045744
    ->  class 2\|1  [0.894]

Rule 42/219: (37.5/3.4, lift 9.2)
    PC1 <= -0.5890457
    PC2 <= 2.294892
    PC8 > -2.280636
    PC24 <= 0.6028031
    PC29 <= 0.2788967
    PC33 > -0.4132408
    PC57 > 0.0557297
    PC81 <= -1.157237
    ->  class 2\|1  [0.889]

Rule 42/220: (119.8/12.7, lift 9.2)
    PC2 <= -9.022285
    ->  class 2\|1  [0.887]

Rule 42/221: (17.6/1.6, lift 9.0)
    PC1 <= -0.5890457
    PC2 <= 2.294892
    PC8 > 0.2372562
    PC8 <= 2.293971
    PC10 <= 0.1463294
    PC11 > -1.140285
    PC40 <= -0.8208531
    PC63 <= -0.05903246
    ->  class 2\|1  [0.869]

Rule 42/222: (106.9/17.5, lift 8.6)
    PC1 <= -0.5890457
    PC8 > 2.293971
    PC46 > 1.266792
    PC97 <= 1.36345
    ->  class 2\|1  [0.830]

Rule 42/223: (36.5/6.5, lift 8.3)
    PC1 <= -0.5890457
    PC2 <= 2.294892
    PC8 > -2.280636
    PC100 > 3.830744
    ->  class 2\|1  [0.805]

Rule 42/224: (13.1/2.6, lift 7.9)
    PC1 <= -0.5890457
    PC2 <= 2.294892
    PC8 > -2.280636
    PC57 <= 0.0557297
    PC72 > 1.795723
    ->  class 2\|1  [0.764]

Rule 42/225: (44.2/10.3, lift 7.8)
    PC1 <= -0.5890457
    PC2 <= 2.294892
    PC8 > -2.280636
    PC24 <= 0.6028031
    PC33 > -0.4132408
    PC37 > 1.020686
    PC65 <= 0.7856241
    PC81 > -1.157237
    ->  class 2\|1  [0.756]

Rule 42/226: (31.3, lift 10.7)
    PC1 <= -0.5890457
    PC2 <= 2.294892
    PC8 > -2.280636
    PC8 <= 0.2372562
    PC29 > 0.2788967
    PC75 > 0.3385974
    ->  class 2\|2  [0.970]

Rule 42/227: (27/0.1, lift 10.6)
    PC1 <= -0.5890457
    PC2 <= 2.294892
    PC8 > -2.280636
    PC8 <= 0.2372562
    PC12 <= 5.358043
    PC23 <= -1.380434
    PC57 > 0.0557297
    PC65 > -1.661039
    PC65 <= 0.7856241
    PC81 > -1.157237
    ->  class 2\|2  [0.960]

Rule 42/228: (469.7/21.1, lift 10.5)
    PC1 <= -0.5890457
    PC2 <= 2.294892
    PC6 <= 7.233119
    PC8 > -2.280636
    PC8 <= 0.2372562
    PC12 <= 3.830537
    PC18 > -0.2084329
    PC26 > -2.437683
    PC57 <= -0.1007782
    PC73 > -1.605927
    PC76 <= 0.6715252
    PC83 > -1.009027
    PC100 <= 3.830744
    ->  class 2\|2  [0.953]

Rule 42/229: (155.7/6.5, lift 10.5)
    PC1 <= -0.5890457
    PC2 > -9.022285
    PC2 <= 2.294892
    PC8 <= 0.2372562
    PC19 > -2.470679
    PC29 <= 0.283657
    PC38 > 0.1710388
    PC60 <= 0.2833858
    PC71 > -0.3714299
    ->  class 2\|2  [0.952]

Rule 42/230: (42.5/1.4, lift 10.5)
    PC1 <= -0.5890457
    PC2 <= -1.079964
    PC8 > 0.2372562
    PC8 <= 2.293971
    PC47 > -0.6134443
    PC50 <= -0.6405767
    PC63 > -0.05903246
    PC77 <= 0.2412673
    ->  class 2\|2  [0.947]

Rule 42/231: (16.6, lift 10.4)
    PC2 <= 2.294892
    PC8 > -2.280636
    PC8 <= 0.2372562
    PC33 > -0.4132408
    PC40 > -0.5006402
    PC65 <= -1.661039
    ->  class 2\|2  [0.946]

Rule 42/232: (66.8/3, lift 10.4)
    PC1 <= -0.5890457
    PC2 > -9.022285
    PC2 <= 2.294892
    PC8 > -2.280636
    PC8 <= 0.2372562
    PC44 <= 0.4724934
    PC61 > 1.258325
    PC65 <= 0.7856241
    ->  class 2\|2  [0.941]

Rule 42/233: (505.6/29.2, lift 10.4)
    PC1 <= -0.5890457
    PC2 <= 2.294892
    PC8 > -2.010473
    PC8 <= 0.2372562
    PC12 <= 3.830537
    PC17 > -0.9666708
    PC18 > -0.2084329
    PC26 > -2.437683
    PC45 <= 0.3222792
    PC57 <= 0.0557297
    PC72 <= 1.795723
    PC73 > -1.605927
    PC76 <= 0.6715252
    PC82 > -1.001393
    PC83 > -1.009027
    PC100 <= 3.830744
    ->  class 2\|2  [0.940]

Rule 42/234: (14.4, lift 10.4)
    PC1 <= -0.5890457
    PC2 <= 2.294892
    PC8 <= 0.2372562
    PC38 > -0.3780469
    PC52 <= -0.4189784
    PC68 > -1.82776
    PC71 > -0.3714299
    ->  class 2\|2  [0.939]

Rule 42/235: (75.4/3.9, lift 10.3)
    PC1 <= -0.5890457
    PC2 > -9.022285
    PC2 <= 2.294892
    PC8 > -2.280636
    PC8 <= 0.2372562
    PC15 > -2.225239
    PC24 > 0.6028031
    PC57 > 0.0557297
    ->  class 2\|2  [0.936]

Rule 42/236: (325.7/20.4, lift 10.3)
    PC1 <= -0.5890457
    PC2 > -9.022285
    PC2 <= 2.294892
    PC8 > -2.280636
    PC8 <= 0.2372562
    PC9 > -0.5381634
    PC12 <= 5.358043
    PC15 > -2.630221
    PC29 > -0.1670097
    PC45 <= 0.3222792
    PC57 <= 0.0557297
    PC73 > -1.605927
    PC83 > -1.009027
    PC100 <= 3.830744
    ->  class 2\|2  [0.935]

Rule 42/237: (31.9/1.4, lift 10.3)
    PC1 <= -0.5890457
    PC2 > -9.022285
    PC2 <= 2.294892
    PC8 > -2.280636
    PC8 <= 0.2372562
    PC23 > -1.380434
    PC24 <= 0.6028031
    PC44 <= 0.4724934
    PC57 > 0.0557297
    PC65 <= 0.7856241
    PC82 > 0.2108981
    ->  class 2\|2  [0.930]

Rule 42/238: (13.9/0.2, lift 10.2)
    PC1 <= -0.5890457
    PC2 <= 2.294892
    PC8 > 0.2372562
    PC8 <= 2.293971
    PC63 > -0.05903246
    PC96 > 0.7680207
    ->  class 2\|2  [0.928]

Rule 42/239: (146.1/9.9, lift 10.2)
    PC1 <= -0.5890457
    PC2 <= 2.294892
    PC8 > -2.280636
    PC8 <= 0.2372562
    PC19 > 0.2191811
    PC20 <= 0.300141
    PC23 > -1.380434
    PC40 > -0.5006402
    PC44 <= 0.4724934
    PC53 > -0.8182466
    PC74 <= 0.2671531
    PC90 > -0.1105414
    PC97 <= 0.1284796
    ->  class 2\|2  [0.926]

Rule 42/240: (11.2/0.2, lift 10.1)
    PC1 <= -0.5890457
    PC7 > -0.7966253
    PC8 <= -2.280636
    PC27 > -0.2710112
    PC60 <= -0.3688003
    PC71 <= -0.3714299
    ->  class 2\|2  [0.912]

Rule 42/241: (8.7, lift 10.0)
    PC1 <= -0.5890457
    PC2 <= 2.294892
    PC8 <= 0.2372562
    PC19 > -2.470679
    PC20 > 0.8039891
    ->  class 2\|2  [0.907]

Rule 42/242: (6.5, lift 9.7)
    PC7 > -0.7966253
    PC8 <= -2.280636
    PC9 > 7.964704
    PC27 > -0.2710112
    ->  class 2\|2  [0.883]

Rule 42/243: (12.5/0.7, lift 9.7)
    PC1 <= -0.5890457
    PC8 <= -2.280636
    PC10 > -1.256764
    PC19 > -2.470679
    PC38 > -0.3780469
    PC38 <= 0.1710388
    PC60 > 0.2461859
    PC60 <= 0.2833858
    PC71 > -0.3714299
    ->  class 2\|2  [0.882]

Rule 42/244: (11.4/0.6, lift 9.7)
    PC1 <= -0.5890457
    PC2 <= 2.294892
    PC8 > -2.280636
    PC8 <= 0.2372562
    PC24 <= 0.6028031
    PC32 > 1.524166
    PC33 > -0.4132408
    PC37 <= 1.020686
    PC40 > -0.5006402
    PC57 > 0.0557297
    ->  class 2\|2  [0.877]

Rule 42/245: (6.1, lift 9.7)
    PC1 <= -0.5890457
    PC8 > 0.2372562
    PC61 > 1.964744
    PC63 <= -0.05903246
    ->  class 2\|2  [0.876]

Rule 42/246: (119.5/15.6, lift 9.5)
    PC1 <= -0.5890457
    PC2 <= 2.294892
    PC5 > 0.2276822
    PC8 > -2.280636
    PC8 <= 0.2372562
    PC12 <= 5.358043
    PC29 <= 0.2788967
    PC32 > -2.842878
    PC33 > -0.4132408
    PC40 <= -0.5006402
    PC57 > 0.0557297
    PC65 <= 0.7856241
    PC100 <= 3.830744
    ->  class 2\|2  [0.863]

Rule 42/247: (5.2, lift 9.5)
    PC7 > -0.7966253
    PC8 <= -2.280636
    PC14 <= -1.489556
    PC27 > -0.2710112
    PC60 > -0.3688003
    ->  class 2\|2  [0.861]

Rule 42/248: (5.2, lift 9.5)
    PC53 > 12.86652
    ->  class 2\|2  [0.860]

Rule 42/249: (48/6.8, lift 9.3)
    PC2 <= 2.294892
    PC7 > -1.109669
    PC8 <= -2.280636
    PC19 > -2.470679
    PC27 <= -0.2710112
    PC71 <= -0.3714299
    ->  class 2\|2  [0.843]

Rule 42/250: (10.9/1.1, lift 9.2)
    PC2 <= 2.294892
    PC8 <= 0.2372562
    PC33 > -0.4132408
    PC44 > 0.4724934
    PC51 > 0.4507276
    PC57 > 0.0557297
    ->  class 2\|2  [0.833]

Rule 42/251: (9/0.9, lift 9.2)
    PC1 <= -0.5890457
    PC8 > 2.293971
    PC21 <= -0.248798
    PC22 <= -1.207938
    ->  class 2\|2  [0.831]

Rule 42/252: (150.5/26.2, lift 9.1)
    PC1 <= -0.5890457
    PC2 > -9.022285
    PC2 <= 2.294892
    PC8 > -2.280636
    PC8 <= 0.2372562
    PC12 <= 5.358043
    PC33 <= -0.4132408
    PC100 <= 3.830744
    ->  class 2\|2  [0.821]

Rule 42/253: (32.5/6.6, lift 8.6)
    PC1 <= -0.5890457
    PC8 > 0.2372562
    PC8 <= 2.293971
    PC10 > 0.1463294
    PC60 <= 1.742586
    PC63 <= -0.05903246
    PC79 > 0.08878995
    ->  class 2\|2  [0.779]

Rule 42/254: (50.1/11.4, lift 8.4)
    PC1 > -0.5890457
    PC1 <= 12.66894
    PC2 <= 2.294892
    PC3 <= 1.950561
    PC6 <= -1.32045
    PC8 > -4.523057
    PC14 > -0.9725196
    PC18 <= 0.1986594
    PC29 > -0.227187
    PC97 <= 1.369807
    ->  class 2\|2  [0.761]

Rule 42/255: (91.4/22, lift 8.3)
    PC1 <= -0.5890457
    PC2 <= 2.294892
    PC8 > -1.679346
    PC8 <= 0.2372562
    PC11 > -0.9561355
    PC12 <= 5.358043
    PC65 > 0.7856241
    PC100 <= 3.830744
    ->  class 2\|2  [0.754]

Rule 42/256: (79.8/20.9, lift 8.1)
    PC2 <= 2.294892
    PC8 <= 2.293971
    PC10 > 0.1463294
    PC38 <= -0.8074315
    PC60 <= 1.742586
    PC63 <= -0.05903246
    PC79 <= 0.08878995
    PC97 <= 1.36345
    ->  class 2\|2  [0.733]

Rule 42/257: (11.8/3.1, lift 7.7)
    PC1 <= -0.5890457
    PC2 <= 2.294892
    PC8 > 0.2372562
    PC24 > 1.03564
    PC97 <= 1.36345
    ->  class 2\|2  [0.699]

Rule 42/258: (551.8/248.3, lift 6.1)
    PC1 <= -0.5890457
    PC2 <= -1.079964
    PC4 > -0.4476705
    PC8 > 0.2372562
    PC8 <= 2.293971
    PC47 > -0.6134443
    PC55 > -0.5295036
    PC63 > -0.05903246
    PC77 <= 0.2412673
    PC84 <= 0.3388689
    ->  class 2\|2  [0.550]

Rule 42/259: (36, lift 8.9)
    PC19 <= -2.470679
    PC35 > 1.997663
    ->  class 2\|3  [0.974]

Rule 42/260: (33.5, lift 8.9)
    PC1 <= -0.5890457
    PC8 <= -2.280636
    PC22 <= -1.905907
    PC95 > 0.000589953
    ->  class 2\|3  [0.972]

Rule 42/261: (32.6, lift 8.9)
    PC1 <= -0.5890457
    PC8 <= -2.552633
    PC19 > -2.470679
    PC44 > 0.9018201
    PC84 <= -0.02354971
    ->  class 2\|3  [0.971]

Rule 42/262: (30.4, lift 8.8)
    PC1 > -0.5890457
    PC1 <= -0.1814509
    PC2 <= 2.294892
    PC8 <= 0.08273966
    PC91 > -0.03870139
    ->  class 2\|3  [0.969]

Rule 42/263: (28.4, lift 8.8)
    PC1 <= -0.5890457
    PC6 > 7.233119
    ->  class 2\|3  [0.967]

Rule 42/264: (12.6, lift 8.5)
    PC2 <= 2.294892
    PC8 <= 0.2372562
    PC57 > -0.1007782
    PC57 <= 0.0557297
    PC73 > -1.605927
    PC82 <= -1.001393
    ->  class 2\|3  [0.932]

Rule 42/265: (7.3, lift 8.1)
    PC1 <= -0.5890457
    PC2 <= -9.022285
    PC4 > -0.3591195
    ->  class 2\|3  [0.893]

Rule 42/266: (6.8, lift 8.1)
    PC1 <= -0.5890457
    PC2 <= 2.294892
    PC8 > -2.280636
    PC45 <= 0.3222792
    PC57 <= 0.0557297
    PC72 <= 1.795723
    PC76 > 0.6715252
    ->  class 2\|3  [0.887]

Rule 42/267: (50.5/8.9, lift 7.4)
    PC1 <= -0.5890457
    PC2 <= 2.294892
    PC5 <= 0.2276822
    PC8 <= 0.2372562
    PC24 <= 0.6028031
    PC32 > -2.842878
    PC40 <= -0.5006402
    PC57 > 0.0557297
    PC65 <= 0.7856241
    ->  class 2\|3  [0.811]

Rule 42/268: (7166.3/5168.1, lift 2.5)
    PC1 <= -0.5890457
    PC2 <= 2.294892
    ->  class 2\|3  [0.279]

Rule 42/269: (12133.6/9948.8, lift 1.6)
    PC2 <= 2.294892
    ->  class 2\|3  [0.180]

Rule 42/270: (213.9, lift 18.7)
    PC1 <= -0.5890457
    PC11 <= -4.669395
    ->  class 2\|4  [0.995]

Rule 42/271: (166.2, lift 18.7)
    PC2 <= 2.294892
    PC8 <= -2.552633
    PC22 > -0.9057469
    PC44 > 0.9018201
    PC71 > -0.3714299
    PC72 > -0.02912984
    PC84 > -0.02354971
    ->  class 2\|4  [0.994]

Rule 42/272: (106.6, lift 18.7)
    PC1 <= -0.5890457
    PC8 <= 0.2372562
    PC19 <= -2.470679
    PC40 > 0.3006961
    ->  class 2\|4  [0.991]

Rule 42/273: (56.5, lift 18.5)
    PC1 <= -0.5890457
    PC8 <= -2.280636
    PC38 <= -0.3780469
    PC68 > -1.82776
    PC71 > -0.3714299
    PC85 > 0.8053755
    ->  class 2\|4  [0.983]

Rule 42/274: (147.8/3.3, lift 18.3)
    PC1 <= -0.5890457
    PC8 <= 0.2372562
    PC25 > 0.004772611
    PC35 > 0.208186
    PC38 <= -0.3780469
    PC41 <= -0.5661069
    PC46 <= 0.02500345
    PC52 <= 0.01762353
    PC71 > -0.3714299
    PC92 <= 0.1642389
    PC93 <= 0.4416389
    ->  class 2\|4  [0.971]

Rule 42/275: (20.8, lift 18.0)
    PC2 > -2.114183
    PC2 <= 2.294892
    PC8 <= -2.280636
    PC38 <= -0.3780469
    PC71 > -0.3714299
    ->  class 2\|4  [0.955]

Rule 42/276: (307.1/15.9, lift 17.8)
    PC1 <= -0.5890457
    PC2 > -9.022285
    PC8 <= 0.2372562
    PC13 <= 0.3311143
    PC19 <= -2.470679
    PC35 <= 1.997663
    PC44 > -0.7814928
    PC95 > 0.000589953
    ->  class 2\|4  [0.945]

Rule 42/277: (31.5/1.7, lift 17.3)
    PC1 <= -0.5890457
    PC8 <= -2.280636
    PC15 <= -0.3558366
    PC19 > -2.470679
    PC38 > -0.3780469
    PC83 > 0.3178912
    PC96 > -0.2472448
    ->  class 2\|4  [0.919]

Rule 42/278: (25.6/1.5, lift 17.1)
    PC1 <= -0.5890457
    PC2 <= 2.294892
    PC8 <= 0.2372562
    PC36 > 1.237872
    ->  class 2\|4  [0.909]

Rule 42/279: (9/0.1, lift 16.9)
    PC1 <= -0.5890457
    PC2 <= 2.294892
    PC10 <= -1.256764
    PC38 > -0.3780469
    ->  class 2\|4  [0.899]

Rule 42/280: (7.5, lift 16.8)
    PC1 > -0.5890457
    PC8 <= -4.523057
    PC40 <= -1.206696
    ->  class 2\|4  [0.895]

Rule 42/281: (35.3/3.2, lift 16.7)
    PC1 <= -0.5890457
    PC2 > -9.022285
    PC2 <= 2.294892
    PC8 > -2.280636
    PC8 <= 0.2372562
    PC29 > 0.2788967
    PC49 <= 0.1078666
    PC57 > 0.0557297
    ->  class 2\|4  [0.888]

Rule 42/282: (5.1, lift 16.2)
    PC1 <= -0.5890457
    PC8 <= -2.280636
    PC45 > 0.4344248
    PC68 > -1.82776
    PC71 > -0.3714299
    ->  class 2\|4  [0.860]

Rule 42/283: (32.7/10.6, lift 12.5)
    PC1 <= -0.5890457
    PC8 > -2.280636
    PC8 <= -1.679346
    PC29 <= 0.2788967
    PC32 > -2.842878
    PC57 > 0.0557297
    PC65 > 0.7856241
    PC100 <= 3.830744
    ->  class 2\|4  [0.665]

Rule 42/284: (45.4/14.9, lift 12.5)
    PC1 <= -0.5890457
    PC8 <= -2.280636
    PC29 <= 0.283657
    PC38 > -0.3780469
    PC48 <= -0.5637833
    PC52 > -0.4189784
    PC60 > 0.2833858
    PC71 > -0.3714299
    PC96 > -0.2472448
    ->  class 2\|4  [0.665]

Rule 42/285: (61.9/21.7, lift 12.1)
    PC1 > -0.5890457
    PC2 <= 2.294892
    PC8 <= -4.523057
    PC88 <= 0.001343393
    ->  class 2\|4  [0.645]

Default class: 2\|3

-----  Trial 43:  -----

Rules:

Rule 43/1: (92.6, lift 15.7)
    PC3 > -1.55354
    PC18 > 2.129967
    PC55 > -0.2022897
    PC57 <= 1.14565
    PC90 <= 1.310773
    PC97 <= 0.2188113
    ->  class 0\|0  [0.989]

Rule 43/2: (276.2/2.4, lift 15.7)
    PC1 > -0.7766915
    PC2 > 2.69087
    PC3 <= 1.640775
    PC4 > -9.045006
    PC11 <= 0.04160992
    PC13 <= 7.792017
    PC17 > 0.301585
    PC20 > -3.19087
    PC25 <= 1.063675
    PC27 <= 1.798191
    PC31 <= 0.1758941
    PC55 > -0.2022897
    PC56 <= 0.6118147
    PC68 <= 0.8948466
    PC74 > -0.1975024
    PC80 <= 0.5713273
    PC90 <= 1.310773
    PC91 <= 2.682686
    PC97 <= 0.1312201
    ->  class 0\|0  [0.988]

Rule 43/3: (146.8/2, lift 15.6)
    PC1 > -0.7766915
    PC12 > -1.102453
    PC13 <= 7.792017
    PC18 > 2.129967
    PC25 <= 1.063675
    PC29 <= 3.266254
    PC70 > -0.7760345
    PC75 > 0.2771872
    ->  class 0\|0  [0.980]

Rule 43/4: (43.6, lift 15.5)
    PC2 > 2.69087
    PC4 <= 10.01577
    PC14 <= 0.3452199
    PC18 > -0.4683644
    PC30 > -3.055781
    PC30 <= -2.630267
    PC59 <= 2.765079
    PC86 <= 4.013646
    ->  class 0\|0  [0.978]

Rule 43/5: (60.3/1.1, lift 15.3)
    PC1 > -0.7766915
    PC13 <= 7.792017
    PC18 > 2.129967
    PC30 > -3.055781
    PC57 > 1.170032
    PC70 > -0.7760345
    PC81 <= 1.274873
    ->  class 0\|0  [0.965]

Rule 43/6: (26, lift 15.3)
    PC2 > 2.69087
    PC3 <= 1.640775
    PC6 > 0.2633233
    PC18 > -0.4683644
    PC18 <= 2.129967
    ->  class 0\|0  [0.964]

Rule 43/7: (47.7/0.8, lift 15.3)
    PC1 > -0.7766915
    PC13 <= 7.792017
    PC18 > 2.129967
    PC25 <= 1.063675
    PC26 <= 0.6648021
    PC32 <= -0.7586462
    PC91 <= 2.682686
    ->  class 0\|0  [0.964]

Rule 43/8: (307.6/11.2, lift 15.3)
    PC13 <= 7.792017
    PC18 > 2.129967
    PC20 > -5.04436
    PC30 > -3.055781
    PC35 > -0.5925657
    PC60 <= 0.7364992
    PC70 <= -0.7760345
    PC81 <= 1.274873
    PC91 <= 2.682686
    ->  class 0\|0  [0.961]

Rule 43/9: (137.5/4.6, lift 15.3)
    PC2 > 2.69087
    PC3 <= 1.640775
    PC10 > -6.879159
    PC11 > -0.07478525
    PC14 > 0.3452199
    PC17 <= 0.8385102
    PC18 > -0.4683644
    PC18 <= 2.129967
    PC21 > -0.3877457
    PC30 > -0.7336521
    PC51 <= 0.4635233
    PC59 <= 2.765079
    PC87 <= 0.1197689
    ->  class 0\|0  [0.960]

Rule 43/10: (53.9/1.2, lift 15.3)
    PC4 <= 10.01577
    PC18 > 2.129967
    PC25 <= 1.063675
    PC26 <= 0.6648021
    PC81 <= 1.274873
    PC87 > 0.5452606
    PC91 <= 2.682686
    PC97 > 0.2188113
    ->  class 0\|0  [0.960]

Rule 43/11: (259.3/16.6, lift 14.8)
    PC1 > -0.7766915
    PC4 > -9.045006
    PC11 <= 0.04160992
    PC13 <= 7.792017
    PC17 > 0.301585
    PC18 > 2.129967
    PC19 > -0.1923291
    PC19 <= -0.07804497
    PC25 <= 1.063675
    PC31 <= 0.1758941
    PC55 > -0.2022897
    PC56 <= 0.6118147
    PC80 <= 0.5713273
    PC90 <= 1.310773
    PC97 <= 0.1312201
    ->  class 0\|0  [0.933]

Rule 43/12: (13.8/0.2, lift 14.7)
    PC2 > 2.69087
    PC3 > -1.045345
    PC18 > 2.129967
    PC57 <= 1.170032
    PC97 > 0.2188113
    ->  class 0\|0  [0.927]

Rule 43/13: (7.1, lift 14.1)
    PC1 > -0.7766915
    PC13 <= 7.792017
    PC18 > 2.129967
    PC25 <= 1.063675
    PC70 > 2.256165
    PC97 > 0.2188113
    ->  class 0\|0  [0.890]

Rule 43/14: (10.1/1.5, lift 12.7)
    PC2 > 2.69087
    PC18 > -0.4683644
    PC40 > 3.535373
    PC47 <= 4.410915
    PC69 > -1.93574
    PC79 <= 0.6314192
    ->  class 0\|0  [0.796]

Rule 43/15: (80.6, lift 13.6)
    PC2 > 2.69087
    PC3 <= 1.640775
    PC11 <= -0.07478525
    PC13 <= 1.704938
    PC18 > -0.4683644
    PC18 <= 2.129967
    PC30 > -0.7336521
    PC86 <= 4.013646
    ->  class 0\|1  [0.988]

Rule 43/16: (69.8, lift 13.5)
    PC2 > 2.69087
    PC3 <= 1.640775
    PC4 <= 10.01577
    PC6 <= 0.2633233
    PC13 <= 1.704938
    PC14 > 0.3452199
    PC18 > -0.4683644
    PC20 > -2.335392
    PC30 <= -0.7336521
    PC51 <= 0.4635233
    PC69 > -1.93574
    ->  class 0\|1  [0.986]

Rule 43/17: (62.7, lift 13.5)
    PC2 > 2.69087
    PC3 <= 1.640775
    PC15 > -0.04019417
    PC18 > -3.679763
    PC66 > -0.03976581
    PC73 <= -1.276582
    PC77 > 1.167778
    ->  class 0\|1  [0.985]

Rule 43/18: (85.8/1.3, lift 13.4)
    PC2 > 2.69087
    PC3 <= 1.640775
    PC4 <= 10.01577
    PC13 <= 1.704938
    PC14 > 0.3452199
    PC18 > -0.4683644
    PC18 <= 2.129967
    PC21 <= -0.3877457
    PC51 <= 0.4635233
    ->  class 0\|1  [0.973]

Rule 43/19: (40.5/0.2, lift 13.4)
    PC2 > 2.69087
    PC3 <= 1.640775
    PC6 <= 0.2633233
    PC13 <= 1.704938
    PC14 > 0.3452199
    PC17 > 0.8385102
    PC18 > -0.4683644
    PC18 <= 2.129967
    PC69 > -1.93574
    ->  class 0\|1  [0.972]

Rule 43/20: (275.1/8.2, lift 13.3)
    PC2 > 2.69087
    PC3 <= 1.640775
    PC14 <= 0.3452199
    PC18 > 0.3130478
    PC18 <= 2.129967
    PC25 > -1.12914
    PC30 > -2.630267
    PC40 <= 3.535373
    PC59 <= 2.765079
    PC69 > -1.93574
    PC79 <= 0.6314192
    PC94 > -0.9492965
    PC99 > -1.354734
    ->  class 0\|1  [0.967]

Rule 43/21: (27.4, lift 13.3)
    PC13 <= 7.792017
    PC18 > 2.129967
    PC32 > -0.7586462
    PC70 > -0.7760345
    PC75 <= 0.2771872
    PC90 > 1.310773
    ->  class 0\|1  [0.966]

Rule 43/22: (188.1/8.2, lift 13.1)
    PC2 > 2.69087
    PC3 <= 1.640775
    PC14 <= 0.3452199
    PC16 <= 0.6438745
    PC18 > -0.4683644
    PC18 <= 2.129967
    PC20 > -2.335392
    PC25 > -1.12914
    PC39 <= 0.6263481
    PC43 <= -0.02019914
    PC79 <= 0.6314192
    PC99 > -1.354734
    ->  class 0\|1  [0.952]

Rule 43/23: (19, lift 13.1)
    PC2 > 2.69087
    PC4 <= 10.01577
    PC14 <= 0.3452199
    PC18 > 1.165779
    PC18 <= 2.129967
    PC20 > -2.335392
    PC39 > -1.450917
    PC69 > -1.93574
    PC79 > 0.6314192
    ->  class 0\|1  [0.952]

Rule 43/24: (32.4/0.8, lift 13.0)
    PC2 > 2.69087
    PC3 > -1.506377
    PC3 <= 1.640775
    PC17 > -0.7412659
    PC18 > -1.369805
    PC18 <= -0.4683644
    ->  class 0\|1  [0.948]

Rule 43/25: (141.7/6.5, lift 13.0)
    PC2 > 2.69087
    PC3 <= 1.640775
    PC4 <= 10.01577
    PC6 <= 0.2633233
    PC13 <= 1.704938
    PC14 > 0.3452199
    PC18 > -0.4683644
    PC18 <= 2.129967
    PC87 > 0.1197689
    ->  class 0\|1  [0.948]

Rule 43/26: (16.5, lift 13.0)
    PC2 > 2.69087
    PC3 > -1.506377
    PC3 <= 1.640775
    PC18 > -1.369805
    PC18 <= -0.4683644
    PC94 > 0.5095333
    ->  class 0\|1  [0.946]

Rule 43/27: (23.6/0.4, lift 13.0)
    PC10 <= -6.879159
    PC13 <= 1.704938
    PC18 <= 2.129967
    PC20 > -2.335392
    PC30 > -0.7336521
    ->  class 0\|1  [0.945]

Rule 43/28: (4.8, lift 11.7)
    PC4 > 10.01577
    PC30 > 5.609498
    ->  class 0\|1  [0.853]

Rule 43/29: (8.8/0.7, lift 11.6)
    PC2 > 2.69087
    PC3 <= 1.640775
    PC18 > -1.369805
    PC18 <= -0.4683644
    PC41 <= 0.2737639
    PC43 <= -1.037438
    PC67 > -0.3275105
    ->  class 0\|1  [0.846]

Rule 43/30: (48.4/9.1, lift 11.0)
    PC10 <= 6.479989
    PC13 > 7.792017
    PC18 > -0.4683644
    PC46 <= -0.4839953
    ->  class 0\|1  [0.799]

Rule 43/31: (37.2/8.8, lift 10.3)
    PC2 > 2.69087
    PC3 <= 1.640775
    PC18 > -1.369805
    PC18 <= -0.4683644
    PC41 > 0.2737639
    ->  class 0\|1  [0.750]

Rule 43/32: (1802.1/1157.8, lift 4.9)
    PC18 > 2.129967
    ->  class 0\|1  [0.358]

Rule 43/33: (124.4/0.3, lift 10.7)
    PC4 > 10.01577
    PC18 > -0.4683644
    PC30 <= 5.609498
    PC47 <= 4.410915
    ->  class 0\|2  [0.989]

Rule 43/34: (54.5, lift 10.6)
    PC13 <= -0.715044
    PC14 > -0.7727029
    PC17 > -1.503526
    PC18 > -3.278872
    PC18 <= -1.369805
    PC37 > -0.7655982
    PC55 <= 0.8780612
    PC77 <= 0.8194332
    ->  class 0\|2  [0.982]

Rule 43/35: (36.3, lift 10.5)
    PC4 > 9.305666
    PC18 <= -0.4683644
    PC77 <= 1.167778
    ->  class 0\|2  [0.974]

Rule 43/36: (28/1.3, lift 10.0)
    PC2 > 2.69087
    PC18 <= -0.4683644
    PC35 <= -0.8877975
    PC40 > -2.911253
    PC55 <= 0.8780612
    PC77 <= 1.167778
    ->  class 0\|2  [0.924]

Rule 43/37: (42.2/2.4, lift 10.0)
    PC2 > 2.69087
    PC3 <= 1.640775
    PC18 <= -1.369805
    PC41 > 0.5409865
    PC55 <= 0.8780612
    ->  class 0\|2  [0.924]

Rule 43/38: (46.8/3.9, lift 9.7)
    PC2 > 2.69087
    PC9 > -0.03121099
    PC17 <= -1.503526
    PC35 > 0.541733
    PC46 <= 0.5515712
    ->  class 0\|2  [0.900]

Rule 43/39: (69.4/7.2, lift 9.6)
    PC2 > 2.69087
    PC18 > -0.4683644
    PC30 <= -3.055781
    PC47 <= 4.410915
    PC79 > -10.73198
    PC86 <= 4.013646
    ->  class 0\|2  [0.885]

Rule 43/40: (155.1/18.6, lift 9.5)
    PC13 > 7.792017
    PC18 > -0.4683644
    PC20 > -7.074862
    PC36 <= 1.476349
    PC46 > -0.4839953
    PC56 <= 3.572794
    PC62 > -0.453459
    PC94 > -1.420923
    ->  class 0\|2  [0.875]

Rule 43/41: (47.7/9.9, lift 8.4)
    PC10 > 6.479989
    PC13 > 7.792017
    PC46 <= -0.4839953
    ->  class 0\|2  [0.780]

Rule 43/42: (36.2/12.4, lift 7.0)
    PC2 > 2.69087
    PC18 > 2.129967
    PC81 > 1.274873
    ->  class 0\|2  [0.650]

Rule 43/43: (7366.9/5525.8, lift 2.7)
    PC2 > 2.69087
    ->  class 0\|2  [0.250]

Rule 43/44: (84.2, lift 11.7)
    PC3 <= 1.640775
    PC4 > -8.261679
    PC4 <= 9.305666
    PC17 <= -1.503526
    PC18 <= -0.4683644
    PC21 > -0.9475972
    PC32 > -1.678754
    PC61 <= 0.8334131
    PC65 > -1.564566
    PC77 <= 0.8194332
    PC81 <= 1.302905
    PC95 <= -0.7203632
    ->  class 0\|3  [0.988]

Rule 43/45: (92.2/0.3, lift 11.7)
    PC7 > -0.4943706
    PC18 <= -1.369805
    PC32 > -1.678754
    PC40 <= -1.971887
    PC81 <= 1.302905
    ->  class 0\|3  [0.986]

Rule 43/46: (69.9, lift 11.7)
    PC13 > 7.792017
    PC18 > -0.4683644
    PC20 > -7.074862
    PC62 <= -0.453459
    PC94 > -1.420923
    ->  class 0\|3  [0.986]

Rule 43/47: (70.6, lift 11.7)
    PC13 > 7.792017
    PC36 > 1.476349
    ->  class 0\|3  [0.986]

Rule 43/48: (59.8, lift 11.6)
    PC2 > 2.69087
    PC4 > -8.261679
    PC4 <= 9.305666
    PC14 > -0.7727029
    PC18 <= -1.369805
    PC46 > 0.5515712
    ->  class 0\|3  [0.984]

Rule 43/49: (45.7, lift 11.6)
    PC3 <= 1.640775
    PC18 <= -1.369805
    PC40 <= -2.911253
    PC77 <= 1.167778
    ->  class 0\|3  [0.979]

Rule 43/50: (134.7/2.2, lift 11.6)
    PC4 <= 9.305666
    PC18 <= -1.369805
    PC32 > -1.678754
    PC34 <= -1.502949
    PC52 <= -0.5493605
    ->  class 0\|3  [0.977]

Rule 43/51: (41, lift 11.6)
    PC2 > 2.69087
    PC18 <= -0.4683644
    PC35 > -0.8877975
    PC40 > -2.911253
    PC49 > 1.369873
    ->  class 0\|3  [0.977]

Rule 43/52: (38.3, lift 11.5)
    PC2 > 2.69087
    PC3 <= 1.640775
    PC18 <= -0.4683644
    PC26 <= -2.09578
    PC43 > -1.862801
    ->  class 0\|3  [0.975]

Rule 43/53: (126.6/2.6, lift 11.5)
    PC4 <= 9.305666
    PC14 <= -0.7727029
    PC18 <= -1.369805
    PC21 > -0.9475972
    PC26 > -2.09578
    PC32 > -1.678754
    PC77 <= 1.167778
    ->  class 0\|3  [0.972]

Rule 43/54: (32.8, lift 11.5)
    PC3 <= 1.640775
    PC4 <= 9.305666
    PC14 > -0.7727029
    PC17 > -1.503526
    PC18 <= -3.278872
    PC35 > -0.8877975
    PC81 <= 1.302905
    ->  class 0\|3  [0.971]

Rule 43/55: (254.9/7.3, lift 11.5)
    PC3 <= 1.640775
    PC4 > -8.261679
    PC4 <= 9.305666
    PC7 > -0.4943706
    PC9 <= -0.03121099
    PC17 <= -1.503526
    PC18 <= -1.369805
    PC26 <= 1.486508
    PC32 > -1.678754
    PC63 <= 1.387863
    PC65 > -1.564566
    PC81 <= 1.302905
    PC97 <= 1.051826
    PC99 > -0.8656638
    ->  class 0\|3  [0.968]

Rule 43/56: (52.4/0.9, lift 11.4)
    PC2 > 2.69087
    PC4 <= 9.305666
    PC7 > -0.4943706
    PC17 > -1.503526
    PC18 <= -0.4683644
    PC21 > -0.9475972
    PC35 > -0.8877975
    PC46 <= 0.5515712
    PC53 > 1.975861
    PC65 > -1.564566
    ->  class 0\|3  [0.965]

Rule 43/57: (71.6/1.7, lift 11.4)
    PC6 <= 0.09129588
    PC9 > -0.03121099
    PC17 <= -1.503526
    PC18 <= -0.4683644
    PC21 > -0.9475972
    PC24 <= -0.2294354
    PC58 > -1.250211
    PC61 <= 0.8334131
    PC63 <= 1.387863
    PC64 <= -0.4647504
    PC77 <= 0.8194332
    PC87 <= 0.0877539
    PC97 <= 1.051826
    ->  class 0\|3  [0.964]

Rule 43/58: (48.7/0.8, lift 11.4)
    PC4 > -8.261679
    PC10 <= 0.3247385
    PC12 > -0.1664042
    PC17 > -3.828378
    PC17 <= -1.503526
    PC18 <= -0.4683644
    PC21 > -0.9475972
    PC26 <= 1.486508
    PC32 > -1.678754
    PC35 <= 0.541733
    PC87 > 0.0877539
    PC95 > -0.7203632
    PC97 <= 1.051826
    PC99 > -0.8656638
    ->  class 0\|3  [0.964]

Rule 43/59: (35.4/0.3, lift 11.4)
    PC13 > 7.792017
    PC46 > -0.4839953
    PC56 <= 3.572794
    PC94 <= -1.420923
    ->  class 0\|3  [0.964]

Rule 43/60: (49.1/0.9, lift 11.4)
    PC2 > 2.69087
    PC2 <= 4.405044
    PC3 <= 1.640775
    PC7 <= -0.4943706
    PC18 <= -1.369805
    PC21 > -0.9475972
    PC41 <= 0.5409865
    PC77 <= 1.167778
    ->  class 0\|3  [0.963]

Rule 43/61: (423.5/14.9, lift 11.4)
    PC4 > -8.261679
    PC7 > -0.4943706
    PC13 > -1.751085
    PC17 > -3.828378
    PC17 <= -1.503526
    PC18 <= -1.369805
    PC28 > -0.9039682
    PC32 > -1.362498
    PC35 <= 0.541733
    PC63 <= 1.387863
    PC64 > -0.4647504
    PC87 <= 0.0877539
    PC90 > -1.043883
    PC97 <= 1.051826
    PC99 > -0.8656638
    ->  class 0\|3  [0.963]

Rule 43/62: (22.2, lift 11.4)
    PC3 <= 1.640775
    PC4 > -8.261679
    PC7 <= -0.4943706
    PC18 <= -1.369805
    PC72 <= -0.6315226
    PC77 <= 1.167778
    ->  class 0\|3  [0.959]

Rule 43/63: (27.5/0.3, lift 11.3)
    PC17 > -1.503526
    PC18 <= -1.369805
    PC35 > -0.8877975
    PC37 > -0.7655982
    PC55 <= 0.8780612
    PC67 <= -0.1180087
    PC77 <= 1.167778
    PC80 <= 0.3583249
    PC82 <= 0.1070561
    ->  class 0\|3  [0.957]

Rule 43/64: (20.1, lift 11.3)
    PC7 <= -0.4943706
    PC18 <= -1.369805
    PC52 <= -0.5493605
    PC65 > 0.70856
    PC77 <= 1.167778
    ->  class 0\|3  [0.955]

Rule 43/65: (40.3/1, lift 11.3)
    PC3 <= 1.640775
    PC12 <= 2.894869
    PC17 <= -2.556464
    PC18 > -1.369805
    PC31 > -0.1901456
    PC43 > -1.037438
    ->  class 0\|3  [0.953]

Rule 43/66: (68.6/2.7, lift 11.2)
    PC2 > 2.69087
    PC3 <= 1.640775
    PC4 <= 9.305666
    PC13 > -0.715044
    PC17 > -1.503526
    PC18 <= -1.369805
    PC32 > -1.678754
    PC37 > -0.7655982
    PC61 <= 0.8334131
    PC65 > -1.564566
    PC80 <= 0.3583249
    PC82 > 0.1070561
    ->  class 0\|3  [0.948]

Rule 43/67: (49.3/2.4, lift 11.1)
    PC2 > 2.69087
    PC3 <= 1.640775
    PC15 <= -0.04019417
    PC18 <= -0.4683644
    PC77 > 1.167778
    ->  class 0\|3  [0.934]

Rule 43/68: (66.7/3.7, lift 11.0)
    PC2 > 2.69087
    PC3 <= -1.506377
    PC18 <= -0.4683644
    PC31 > 0.2133451
    PC43 > -1.037438
    PC51 <= 1.113873
    ->  class 0\|3  [0.931]

Rule 43/69: (10.2, lift 10.9)
    PC4 <= 10.01577
    PC18 > -0.4683644
    PC20 <= -7.074862
    PC79 > -10.73198
    ->  class 0\|3  [0.918]

Rule 43/70: (23.9/1.1, lift 10.9)
    PC2 > 2.69087
    PC3 <= 1.640775
    PC18 <= -0.4683644
    PC66 <= -0.03976581
    PC77 > 1.167778
    ->  class 0\|3  [0.917]

Rule 43/71: (8.7, lift 10.7)
    PC2 > 2.69087
    PC12 > 2.894869
    PC18 > -1.369805
    PC18 <= -0.4683644
    ->  class 0\|3  [0.906]

Rule 43/72: (9.1/0.1, lift 10.7)
    PC2 > 2.69087
    PC3 <= 1.640775
    PC18 > -1.369805
    PC18 <= -0.4683644
    PC51 > 1.113873
    ->  class 0\|3  [0.901]

Rule 43/73: (32.6/2.9, lift 10.5)
    PC2 > 2.69087
    PC3 <= -1.506377
    PC6 > -0.2368416
    PC16 > 0.8086591
    PC18 > -1.369805
    PC18 <= -0.4683644
    ->  class 0\|3  [0.888]

Rule 43/74: (117.5/13.2, lift 10.4)
    PC3 <= 1.640775
    PC4 <= 9.305666
    PC13 > -0.715044
    PC17 > -1.503526
    PC18 <= -1.369805
    PC37 > -0.7655982
    PC41 <= 0.5409865
    PC65 > -0.4111588
    PC67 > -0.1024591
    PC76 <= 0.8330782
    PC80 <= 0.3583249
    PC98 <= 0.6513261
    ->  class 0\|3  [0.881]

Rule 43/75: (28.5/2.9, lift 10.3)
    PC18 > -0.4683644
    PC79 <= -10.73198
    ->  class 0\|3  [0.873]

Rule 43/76: (21.6/2.2, lift 10.2)
    PC2 > 2.69087
    PC3 <= 1.640775
    PC18 > -1.369805
    PC18 <= -0.4683644
    PC67 <= -0.3275105
    ->  class 0\|3  [0.866]

Rule 43/77: (4.7, lift 10.1)
    PC1 > -0.436855
    PC2 <= 2.69087
    PC6 <= 1.075578
    PC9 <= 0.3598154
    PC18 <= -1.026199
    ->  class 0\|3  [0.851]

Rule 43/78: (26.7/4.8, lift 9.5)
    PC2 > 2.69087
    PC4 <= 10.01577
    PC18 > -0.4683644
    PC86 > 4.013646
    ->  class 0\|3  [0.799]

Rule 43/79: (85.7/17.2, lift 9.4)
    PC2 > 2.69087
    PC3 > -1.506377
    PC3 <= 1.640775
    PC18 <= -0.4683644
    PC53 <= -1.101202
    ->  class 0\|3  [0.792]

Rule 43/80: (20.5/3.8, lift 9.3)
    PC4 <= 10.01577
    PC13 <= 7.792017
    PC18 > -0.4683644
    PC18 <= 2.129967
    PC30 > -3.055781
    PC59 > 2.765079
    ->  class 0\|3  [0.788]

Rule 43/81: (20.1/3.8, lift 9.3)
    PC3 <= 1.640775
    PC4 > -8.261679
    PC7 <= -0.4943706
    PC18 <= -1.369805
    PC41 <= 0.5409865
    PC52 <= -0.5493605
    PC74 > -0.4427266
    ->  class 0\|3  [0.783]

Rule 43/82: (53.2/21.1, lift 7.1)
    PC2 > 2.69087
    PC13 > 1.704938
    PC13 <= 7.792017
    PC18 > -0.4683644
    PC18 <= 2.129967
    ->  class 0\|3  [0.599]

Rule 43/83: (19.1/9.1, lift 6.2)
    PC2 <= 2.69087
    PC9 > -2.012331
    PC9 <= 0.3598154
    PC10 <= -0.8274558
    ->  class 0\|3  [0.525]

Rule 43/84: (70.9/1.8, lift 15.8)
    PC9 > 0.3598154
    PC16 <= -0.9848477
    PC36 <= -0.07140204
    PC43 <= -0.0748131
    PC51 <= 0.4938124
    PC61 > -1.501591
    PC68 <= -1.008117
    PC91 > -0.520488
    ->  class 1\|0  [0.962]

Rule 43/85: (606/22.4, lift 15.8)
    PC1 > -0.436855
    PC2 > -6.720232
    PC4 > -1.291129
    PC9 > 0.3598154
    PC11 <= -0.1272279
    PC17 <= 1.790716
    PC21 > -0.871241
    PC45 <= 0.520304
    PC67 <= 0.2617142
    PC68 > -0.8404831
    PC82 > -0.3335778
    PC91 > -0.4270381
    PC95 <= 0.4803047
    ->  class 1\|0  [0.962]

Rule 43/86: (17.7, lift 15.6)
    PC1 > 9.529292
    PC6 <= 1.075578
    PC50 > 0.5827398
    ->  class 1\|0  [0.949]

Rule 43/87: (15.6, lift 15.4)
    PC1 > -0.436855
    PC1 <= 9.529292
    PC2 <= 2.69087
    PC9 <= 0.3598154
    PC16 <= -0.394697
    PC52 <= -0.3879358
    ->  class 1\|0  [0.940]

Rule 43/88: (9.5, lift 15.0)
    PC2 <= 2.69087
    PC4 <= -1.420852
    PC6 <= 1.075578
    PC16 <= -0.394697
    ->  class 1\|0  [0.913]

Rule 43/89: (9.2, lift 14.9)
    PC1 > -0.436855
    PC1 <= 9.529292
    PC2 <= 2.69087
    PC6 <= 1.075578
    PC15 > -0.9117991
    PC16 <= -0.394697
    PC48 > 0.1754309
    ->  class 1\|0  [0.911]

Rule 43/90: (1534.4/709.3, lift 8.8)
    PC1 > -0.436855
    PC2 <= 2.69087
    PC9 > 0.3598154
    PC53 > -3.695115
    PC68 > -1.008117
    ->  class 1\|0  [0.538]

Rule 43/91: (541.4/262.1, lift 8.5)
    PC2 > 2.69087
    PC3 > 1.640775
    PC16 <= -0.9381145
    PC50 > -0.2185747
    PC70 > -0.1099842
    ->  class 1\|0  [0.516]

Rule 43/92: (172.5, lift 15.0)
    PC2 > 2.69087
    PC3 > 1.640775
    PC16 <= -0.9381145
    PC86 > 0.5513186
    ->  class 1\|1  [0.994]

Rule 43/93: (110.5, lift 14.9)
    PC7 > 10.48223
    PC20 > -0.4276623
    PC27 <= 0.64168
    PC50 > -0.2185747
    ->  class 1\|1  [0.991]

Rule 43/94: (103, lift 14.9)
    PC1 > 9.529292
    PC6 <= 1.075578
    PC7 > -5.653081
    PC9 <= 0.3598154
    PC10 > -0.8274558
    PC28 <= 0.2592985
    PC50 <= 0.5827398
    PC82 <= 0.5142318
    ->  class 1\|1  [0.990]

Rule 43/95: (73, lift 14.9)
    PC2 > 2.69087
    PC3 > 1.640775
    PC16 <= -0.9381145
    PC47 <= -0.295758
    ->  class 1\|1  [0.987]

Rule 43/96: (68, lift 14.9)
    PC2 <= 2.69087
    PC4 <= -1.291129
    PC9 > 0.3598154
    PC17 <= 1.790716
    PC18 > 0.04101067
    PC45 <= 0.520304
    PC68 > -1.008117
    PC82 > -0.3335778
    ->  class 1\|1  [0.986]

Rule 43/97: (207.4/1.9, lift 14.9)
    PC2 > 2.69087
    PC3 > 1.640775
    PC16 <= -0.9381145
    PC70 <= -0.1099842
    ->  class 1\|1  [0.986]

Rule 43/98: (68.1, lift 14.9)
    PC2 > 2.69087
    PC8 <= -3.622398
    PC50 > -0.2185747
    PC70 > -0.1099842
    ->  class 1\|1  [0.986]

Rule 43/99: (169/1.5, lift 14.9)
    PC2 > 2.69087
    PC3 > 1.640775
    PC16 <= -0.9381145
    PC74 > 0.6041654
    ->  class 1\|1  [0.986]

Rule 43/100: (56.1, lift 14.8)
    PC1 > -0.436855
    PC1 <= 9.529292
    PC2 <= 2.69087
    PC4 > -1.420852
    PC6 <= 1.075578
    PC9 <= 0.3598154
    PC15 > -0.9117991
    PC16 <= -0.394697
    PC48 <= 0.1754309
    PC52 > -0.3879358
    ->  class 1\|1  [0.983]

Rule 43/101: (111.3/1.6, lift 14.7)
    PC1 > -0.436855
    PC2 <= 2.69087
    PC6 <= 8.145261
    PC9 > 0.3598154
    PC11 > -0.1272279
    PC15 > -3.589494
    PC21 > -0.871241
    PC21 <= 0.5777489
    PC62 > -0.2326303
    PC67 <= 0.2617142
    PC68 > -1.008117
    PC82 > -0.3335778
    ->  class 1\|1  [0.977]

Rule 43/102: (105.2/1.6, lift 14.7)
    PC2 > 2.69087
    PC3 > 1.640775
    PC16 > -2.63019
    PC16 <= -0.9381145
    PC49 > 0.02847519
    PC85 > -0.6292372
    ->  class 1\|1  [0.976]

Rule 43/103: (90.6/2.4, lift 14.5)
    PC1 > -0.436855
    PC5 <= -0.8302316
    PC9 > 0.3598154
    PC31 > -0.9533708
    PC61 > -0.8806599
    PC67 > 0.2617142
    ->  class 1\|1  [0.964]

Rule 43/104: (134/4, lift 14.5)
    PC2 > 2.69087
    PC3 > 1.640775
    PC16 > -0.9381145
    PC16 <= 0.9973184
    PC22 > -2.12056
    PC50 > -0.2185747
    PC72 > -1.26589
    PC83 > -0.4965701
    ->  class 1\|1  [0.963]

Rule 43/105: (48.4/0.9, lift 14.5)
    PC3 > 1.640775
    PC16 <= -2.63019
    PC20 <= -0.4276623
    ->  class 1\|1  [0.962]

Rule 43/106: (21.4, lift 14.4)
    PC2 > 2.69087
    PC3 > 1.640775
    PC27 > 0.64168
    PC47 > -0.295758
    PC70 > -0.1099842
    ->  class 1\|1  [0.957]

Rule 43/107: (26.5/0.4, lift 14.4)
    PC1 > -0.436855
    PC4 > -1.291129
    PC6 <= 8.145261
    PC9 > 0.3598154
    PC17 <= 1.790716
    PC21 <= -0.871241
    PC67 <= 0.2617142
    PC68 > -1.008117
    PC83 > -0.4067275
    ->  class 1\|1  [0.951]

Rule 43/108: (17.6, lift 14.3)
    PC1 > -0.436855
    PC2 <= 2.69087
    PC4 > -1.291129
    PC6 <= 8.145261
    PC9 > 0.3598154
    PC31 > -0.9533708
    PC67 <= 0.2617142
    PC68 > -1.008117
    PC83 <= -0.4067275
    ->  class 1\|1  [0.949]

Rule 43/109: (17.3, lift 14.3)
    PC1 > -0.436855
    PC9 > 0.3598154
    PC11 <= -0.1272279
    PC45 <= 0.520304
    PC67 <= 0.2617142
    PC82 > -0.3335778
    PC95 > 0.4803047
    ->  class 1\|1  [0.948]

Rule 43/110: (13.1, lift 14.1)
    PC1 > -0.436855
    PC9 > 0.3598154
    PC61 > -1.501591
    PC68 <= -1.008117
    PC91 <= -0.520488
    ->  class 1\|1  [0.934]

Rule 43/111: (11.6/0.1, lift 13.8)
    PC1 > -0.436855
    PC9 > 0.3598154
    PC16 <= -0.9848477
    PC51 > 0.4938124
    PC61 > -1.501591
    PC68 <= -1.008117
    ->  class 1\|1  [0.918]

Rule 43/112: (71.7/5.2, lift 13.8)
    PC1 > -0.436855
    PC9 > 0.3598154
    PC31 > -0.9533708
    PC45 <= 0.520304
    PC67 <= 0.2617142
    PC68 > -1.008117
    PC68 <= -0.8404831
    ->  class 1\|1  [0.916]

Rule 43/113: (8.4, lift 13.6)
    PC1 > -0.436855
    PC9 > 0.3598154
    PC17 <= 1.790716
    PC68 > -0.005930442
    PC79 > 0.1901409
    PC82 <= -0.3335778
    ->  class 1\|1  [0.904]

Rule 43/114: (69/6.4, lift 13.5)
    PC6 > 8.145261
    PC9 > 0.3598154
    PC31 > -0.9533708
    ->  class 1\|1  [0.895]

Rule 43/115: (122.3/12.4, lift 13.5)
    PC2 > 2.69087
    PC3 > 1.640775
    PC16 <= 0.437744
    PC46 <= -0.8327915
    ->  class 1\|1  [0.892]

Rule 43/116: (89.2/11.5, lift 13.0)
    PC2 > 2.69087
    PC5 <= -8.034739
    PC16 <= -0.9381145
    ->  class 1\|1  [0.863]

Rule 43/117: (4.7, lift 12.8)
    PC9 > 0.3598154
    PC16 <= -0.9848477
    PC36 <= -0.07140204
    PC43 > -0.0748131
    PC68 <= -1.008117
    ->  class 1\|1  [0.851]

Rule 43/118: (5.6/0.3, lift 12.5)
    PC1 > -0.436855
    PC6 <= 0.476807
    PC9 > 0.3598154
    PC9 <= 1.949216
    PC68 <= -1.008117
    ->  class 1\|1  [0.830]

Rule 43/119: (45.1/7.9, lift 12.2)
    PC1 > -0.436855
    PC2 <= 2.69087
    PC9 > 0.3598154
    PC17 <= 1.790716
    PC31 > -0.9533708
    PC45 <= 0.520304
    PC67 <= 0.2617142
    PC68 > -1.008117
    PC82 > -0.3335778
    PC91 <= -0.4270381
    ->  class 1\|1  [0.810]

Rule 43/120: (13.2/3.5, lift 10.6)
    PC1 > -0.436855
    PC2 <= -6.720232
    PC9 > 0.3598154
    ->  class 1\|1  [0.704]

Rule 43/121: (23.7/7.7, lift 9.9)
    PC1 > -0.436855
    PC6 > 1.075578
    PC9 <= 0.3598154
    PC10 > -0.8274558
    PC18 <= 0.2284176
    PC19 > -1.178555
    PC43 <= 2.271991
    PC68 <= 0.3535132
    ->  class 1\|1  [0.659]

Rule 43/122: (110.4, lift 16.1)
    PC1 > -0.436855
    PC6 > 1.075578
    PC7 > 1.535702
    PC9 <= 0.3598154
    PC19 <= -1.178555
    ->  class 1\|2  [0.991]

Rule 43/123: (84.5, lift 16.1)
    PC1 > -0.436855
    PC6 > 1.075578
    PC9 <= 0.3598154
    PC14 <= 0.5601762
    PC49 <= -0.3700541
    PC67 <= 0.3108942
    ->  class 1\|2  [0.988]

Rule 43/124: (74.8, lift 16.0)
    PC1 > -0.436855
    PC6 > 0.476807
    PC9 > 0.3598154
    PC9 <= 1.949216
    PC16 > -0.9848477
    PC31 <= -0.02705851
    PC45 > -0.08849021
    ->  class 1\|2  [0.986]

Rule 43/125: (57.5, lift 16.0)
    PC2 > 2.69087
    PC3 > 1.640775
    PC16 > 0.437744
    PC50 <= -0.2185747
    PC87 > 0.3072045
    ->  class 1\|2  [0.983]

Rule 43/126: (53.6, lift 16.0)
    PC2 <= 2.69087
    PC3 > 4.562835
    PC9 > 0.3598154
    PC17 > 1.790716
    PC53 > -3.695115
    PC68 > -1.008117
    ->  class 1\|2  [0.982]

Rule 43/127: (46, lift 15.9)
    PC1 > 9.529292
    PC6 <= 1.075578
    PC7 <= -5.653081
    ->  class 1\|2  [0.979]

Rule 43/128: (46.2, lift 15.9)
    PC1 > -0.436855
    PC5 > -0.8302316
    PC9 > 0.3598154
    PC31 > -0.9533708
    PC67 > 0.2617142
    PC82 > -0.3335778
    ->  class 1\|2  [0.978]

Rule 43/129: (117.7/1.8, lift 15.9)
    PC1 > -0.436855
    PC6 > 1.075578
    PC9 <= 0.3598154
    PC10 > -0.8274558
    PC18 <= 0.2284176
    PC47 <= -1.122921
    ->  class 1\|2  [0.977]

Rule 43/130: (40.3, lift 15.9)
    PC1 > -0.436855
    PC19 <= -1.178555
    PC67 > 0.3108942
    ->  class 1\|2  [0.976]

Rule 43/131: (105.6/2, lift 15.8)
    PC6 > 1.075578
    PC14 <= 0.5601762
    PC19 <= -1.178555
    PC42 > 1.207632
    ->  class 1\|2  [0.972]

Rule 43/132: (33.3, lift 15.8)
    PC1 > -0.436855
    PC6 > 0.476807
    PC9 > 0.3598154
    PC16 > -0.9848477
    PC38 <= -0.01121791
    PC68 <= -1.008117
    ->  class 1\|2  [0.972]

Rule 43/133: (39.1/0.2, lift 15.8)
    PC1 > -0.436855
    PC2 <= 2.69087
    PC9 > 0.3598154
    PC45 > 0.520304
    PC68 > -1.008117
    ->  class 1\|2  [0.972]

Rule 43/134: (30.1, lift 15.7)
    PC2 > 2.69087
    PC3 > 1.640775
    PC16 <= 0.437744
    PC46 > -0.8327915
    PC50 <= -0.2185747
    ->  class 1\|2  [0.967]

Rule 43/135: (203.5/5.7, lift 15.7)
    PC2 > 2.69087
    PC3 > 1.640775
    PC11 > -0.1352838
    PC15 > -1.571989
    PC16 > 0.437744
    PC50 <= -0.2185747
    PC91 > -0.9476128
    ->  class 1\|2  [0.967]

Rule 43/136: (273.3/8.3, lift 15.7)
    PC1 > -0.436855
    PC6 > 1.075578
    PC9 > -3.60995
    PC9 <= 0.3598154
    PC16 <= 4.983822
    PC18 <= 0.2284176
    PC68 > 0.3535132
    ->  class 1\|2  [0.966]

Rule 43/137: (111.8/3.2, lift 15.7)
    PC2 <= 2.69087
    PC10 <= -0.8274558
    PC12 <= -2.119473
    PC19 <= -1.342918
    PC49 > -1.210842
    ->  class 1\|2  [0.963]

Rule 43/138: (23.9, lift 15.6)
    PC2 > 2.69087
    PC3 > 1.640775
    PC22 <= -2.12056
    PC50 > -0.2185747
    ->  class 1\|2  [0.961]

Rule 43/139: (20.9, lift 15.6)
    PC1 > 9.529292
    PC6 <= 1.075578
    PC28 > 0.2592985
    PC82 <= 0.5142318
    ->  class 1\|2  [0.956]

Rule 43/140: (18, lift 15.5)
    PC1 > -0.436855
    PC1 <= 9.529292
    PC2 <= 2.69087
    PC6 <= 1.075578
    PC10 > -0.8274558
    PC11 > -0.1790256
    PC18 > -1.026199
    PC25 <= -0.1371863
    PC38 <= 0.04768629
    ->  class 1\|2  [0.950]

Rule 43/141: (52.8/2, lift 15.4)
    PC2 > 2.69087
    PC3 > 1.640775
    PC16 > -0.9381145
    PC22 > -2.12056
    PC72 <= -1.26589
    ->  class 1\|2  [0.946]

Rule 43/142: (52/2.4, lift 15.2)
    PC1 > -0.436855
    PC4 <= -1.291129
    PC9 > 0.3598154
    PC18 <= 0.04101067
    PC82 > -0.3335778
    ->  class 1\|2  [0.936]

Rule 43/143: (52.7/2.7, lift 15.2)
    PC1 > -0.436855
    PC2 <= 2.69087
    PC9 > 0.3598154
    PC68 > -0.005930442
    PC79 <= 0.1901409
    PC82 <= -0.3335778
    ->  class 1\|2  [0.933]

Rule 43/144: (28.3/1.2, lift 15.1)
    PC1 > -0.436855
    PC6 > 0.476807
    PC9 > 0.3598154
    PC16 > -0.9848477
    PC31 > -0.0662119
    PC31 <= -0.02705851
    ->  class 1\|2  [0.926]

Rule 43/145: (11.3, lift 15.0)
    PC1 > -0.436855
    PC6 > 1.075578
    PC6 <= 1.990487
    PC9 <= 0.3598154
    PC10 > -0.8274558
    PC18 <= 0.2284176
    ->  class 1\|2  [0.925]

Rule 43/146: (37.3/2.4, lift 14.8)
    PC2 > 2.69087
    PC3 > 1.640775
    PC16 > 0.9973184
    PC50 > -0.2185747
    ->  class 1\|2  [0.913]

Rule 43/147: (16.5/0.6, lift 14.8)
    PC1 > -0.436855
    PC1 <= 9.529292
    PC9 <= 0.3598154
    PC10 > -0.8274558
    PC16 > -0.394697
    PC25 <= -0.1371863
    PC52 > 0.907129
    ->  class 1\|2  [0.911]

Rule 43/148: (87.7/7.9, lift 14.7)
    PC1 > -0.436855
    PC9 > 1.949216
    PC16 > -0.9848477
    PC68 <= -1.008117
    ->  class 1\|2  [0.900]

Rule 43/149: (7.7, lift 14.6)
    PC2 > 2.69087
    PC3 > 1.640775
    PC16 > -0.9381145
    PC50 > -0.2185747
    PC83 <= -0.4965701
    ->  class 1\|2  [0.897]

Rule 43/150: (6.7, lift 14.4)
    PC1 > -0.436855
    PC9 > 0.3598154
    PC16 <= -0.9848477
    PC61 <= -1.501591
    ->  class 1\|2  [0.885]

Rule 43/151: (58.3/12.9, lift 12.5)
    PC1 > -0.436855
    PC9 > 0.3598154
    PC31 <= -0.9533708
    PC68 > -1.008117
    ->  class 1\|2  [0.769]

Rule 43/152: (105.5/3, lift 13.1)
    PC1 > -0.436855
    PC6 > 1.990487
    PC7 <= 1.535702
    PC9 <= 0.3598154
    PC10 > -0.8274558
    PC19 <= -1.178555
    PC42 <= 1.207632
    PC49 > -0.3700541
    PC67 <= 0.3108942
    PC68 <= 0.3535132
    ->  class 1\|3  [0.963]

Rule 43/153: (1146/575.9, lift 6.8)
    PC3 > 1.640775
    PC16 > 0.437744
    PC50 <= -0.2185747
    ->  class 1\|3  [0.497]

Rule 43/154: (5370.8/3989.4, lift 3.5)
    PC1 > -0.436855
    PC2 <= 2.69087
    ->  class 1\|3  [0.257]

Rule 43/155: (153.2/0.1, lift 15.1)
    PC8 > -0.6680527
    PC11 > -0.6532851
    PC19 <= 0.7017543
    PC21 > 2.08639
    PC28 <= 0.1391531
    PC61 > -1.166911
    ->  class 2\|0  [0.993]

Rule 43/156: (123.6/0.1, lift 15.0)
    PC8 > 1.706811
    PC9 <= 3.05019
    PC11 > -0.6532851
    PC19 > -1.635959
    PC19 <= 0.7017543
    PC20 <= -0.02369508
    PC21 > 1.229187
    PC28 <= 0.1391531
    PC32 <= 1.49257
    PC61 > -1.166911
    PC88 > -0.2781975
    ->  class 2\|0  [0.991]

Rule 43/157: (101.1, lift 15.0)
    PC1 <= -0.436855
    PC2 <= 2.69087
    PC8 > -0.6680527
    PC11 > -0.6532851
    PC19 <= 0.7017543
    PC21 > 0.01122028
    PC45 <= -0.1977667
    PC61 > -1.166911
    PC88 > -0.2781975
    ->  class 2\|0  [0.990]

Rule 43/158: (73.5, lift 15.0)
    PC1 > -0.436855
    PC1 <= 9.529292
    PC2 <= 2.69087
    PC6 <= 1.075578
    PC10 > -0.8274558
    PC11 > -0.1790256
    PC19 <= -0.3383842
    PC21 > 0.3912949
    PC39 <= 0.1621064
    ->  class 2\|0  [0.987]

Rule 43/159: (325/4.3, lift 14.9)
    PC1 <= -0.436855
    PC8 > 1.706811
    PC11 > -0.3724715
    PC19 <= -1.635959
    PC21 > 0.01122028
    PC28 <= 0.1391531
    PC41 <= 1.617613
    PC46 <= 1.406275
    PC88 > -0.2781975
    ->  class 2\|0  [0.984]

Rule 43/160: (101.3/1.8, lift 14.8)
    PC8 > 1.706811
    PC9 <= 3.05019
    PC11 > -0.3724715
    PC19 <= 0.7017543
    PC21 > 0.01122028
    PC32 > 1.49257
    ->  class 2\|0  [0.972]

Rule 43/161: (66.6/1.1, lift 14.7)
    PC1 <= -0.436855
    PC8 > 1.706811
    PC9 <= 3.05019
    PC11 > -0.3724715
    PC19 <= 0.7017543
    PC21 > 0.01122028
    PC42 > 0.3013464
    PC88 > -0.2781975
    ->  class 2\|0  [0.969]

Rule 43/162: (24.2, lift 14.6)
    PC1 > -0.436855
    PC6 > 1.075578
    PC9 <= 0.3598154
    PC12 > 0.1182161
    PC18 > 0.2284176
    ->  class 2\|0  [0.962]

Rule 43/163: (90.4/2.6, lift 14.6)
    PC2 <= 2.69087
    PC8 > 1.706811
    PC19 <= 0.7017543
    PC94 <= -0.7417396
    ->  class 2\|0  [0.961]

Rule 43/164: (29.1/0.2, lift 14.6)
    PC1 <= -0.436855
    PC2 > -1.025067
    PC2 <= 2.69087
    PC4 <= 0.25686
    PC8 > -0.6680527
    PC8 <= 1.706811
    PC34 <= -0.3792612
    ->  class 2\|0  [0.960]

Rule 43/165: (170.8/6.7, lift 14.5)
    PC1 <= -0.436855
    PC8 > 1.706811
    PC9 <= 3.05019
    PC11 > -0.3724715
    PC19 > -1.635959
    PC19 <= 0.7017543
    PC20 <= -0.02369508
    PC27 > -0.602227
    PC28 <= 0.1391531
    PC61 > -1.166911
    PC75 <= 0.2064498
    PC88 > -0.2781975
    ->  class 2\|0  [0.956]

Rule 43/166: (14.9, lift 14.3)
    PC1 <= -0.436855
    PC2 > -0.4700584
    PC8 > 1.706811
    ->  class 2\|0  [0.941]

Rule 43/167: (53/3, lift 14.1)
    PC1 <= -0.436855
    PC8 > 1.706811
    PC19 <= 0.7017543
    PC29 <= -0.1479674
    PC43 <= 0.6150092
    ->  class 2\|0  [0.927]

Rule 43/168: (321/24.9, lift 14.0)
    PC1 <= -0.436855
    PC8 > 1.706811
    PC9 <= 3.05019
    PC11 > -0.3724715
    PC20 <= -0.02369508
    PC21 > 0.01122028
    PC27 > -0.602227
    PC56 <= -0.1754955
    PC61 > -1.166911
    ->  class 2\|0  [0.920]

Rule 43/169: (33.4/2.5, lift 13.7)
    PC1 <= -0.436855
    PC8 > 0.5458989
    PC8 <= 1.706811
    PC22 > -0.7649181
    PC44 > 0.4799442
    PC56 <= -0.1750138
    PC80 <= -0.06574257
    ->  class 2\|0  [0.902]

Rule 43/170: (7.7, lift 13.6)
    PC1 > -0.436855
    PC1 <= 9.529292
    PC6 <= 1.075578
    PC10 > -0.8274558
    PC21 > 1.570358
    ->  class 2\|0  [0.897]

Rule 43/171: (6.6, lift 13.4)
    PC1 <= -0.436855
    PC6 > -3.408859
    PC8 > 1.706811
    PC19 <= 0.7017543
    PC21 <= 0.01122028
    PC43 > 0.6150092
    ->  class 2\|0  [0.883]

Rule 43/172: (163.1, lift 9.7)
    PC1 <= -0.436855
    PC8 > 1.706811
    PC19 > -1.635959
    PC20 > -0.02369508
    PC21 > 0.01122028
    PC21 <= 2.08639
    PC32 <= 1.49257
    ->  class 2\|1  [0.994]

Rule 43/173: (224.5/1.5, lift 9.6)
    PC1 <= -0.436855
    PC6 > -3.408859
    PC8 > 1.706811
    PC19 <= 0.7017543
    PC21 <= 0.01122028
    PC29 > -0.1389677
    PC42 > -0.8120781
    PC43 <= 0.6150092
    PC70 <= 0.3345788
    PC81 > -0.4215223
    PC94 > -0.7417396
    ->  class 2\|1  [0.989]

Rule 43/174: (99.8/0.2, lift 9.6)
    PC1 <= -0.436855
    PC2 > -1.927486
    PC2 <= 2.69087
    PC3 <= 0.1184081
    PC8 > -0.6680527
    PC8 <= 1.706811
    PC11 > -2.551643
    PC12 > -2.959378
    PC58 > -0.9523199
    PC72 > -0.4926742
    ->  class 2\|1  [0.988]

Rule 43/175: (70.9, lift 9.6)
    PC1 <= -0.436855
    PC2 <= 2.69087
    PC3 <= 0.1184081
    PC8 > 0.09943713
    PC12 > -2.959378
    PC35 <= -0.7500281
    PC45 > -0.01416922
    PC62 > -1.244593
    PC78 > -0.2838189
    ->  class 2\|1  [0.986]

Rule 43/176: (57.1, lift 9.6)
    PC1 <= -0.436855
    PC2 <= 2.69087
    PC8 > -0.6680527
    PC12 > -2.959378
    PC31 > -1.119067
    PC80 > 1.31478
    PC90 > -0.474449
    ->  class 2\|1  [0.983]

Rule 43/177: (55.3, lift 9.6)
    PC1 <= -0.436855
    PC2 <= 2.69087
    PC4 <= -0.4762218
    PC8 <= 1.706811
    PC44 <= 0.4799442
    PC100 > -1.118593
    ->  class 2\|1  [0.982]

Rule 43/178: (72/0.5, lift 9.6)
    PC1 <= -0.436855
    PC8 > 1.706811
    PC11 > -0.6532851
    PC11 <= -0.3724715
    PC21 <= 2.08639
    ->  class 2\|1  [0.979]

Rule 43/179: (48.8, lift 9.5)
    PC1 <= -0.436855
    PC6 > -3.408859
    PC8 > 1.706811
    PC19 > -1.635959
    PC19 <= 0.7017543
    PC27 <= -0.602227
    ->  class 2\|1  [0.979]

Rule 43/180: (136/2.1, lift 9.5)
    PC2 <= -1.025067
    PC8 > -0.6680527
    PC9 <= 3.300602
    PC21 > -1.980334
    PC44 <= 0.4799442
    PC58 > -0.9523199
    PC76 > -0.2802216
    PC87 <= -0.5506828
    PC90 > -0.474449
    PC93 > -0.2958874
    ->  class 2\|1  [0.978]

Rule 43/181: (43.3, lift 9.5)
    PC1 <= -0.436855
    PC8 > 0.5458989
    PC8 <= 1.706811
    PC22 > -0.7649181
    PC29 <= 0.2855919
    PC44 > 0.4799442
    PC56 > -0.1750138
    ->  class 2\|1  [0.978]

Rule 43/182: (48, lift 9.5)
    PC1 <= -0.436855
    PC8 > 1.706811
    PC19 <= 0.7017543
    PC61 <= -1.166911
    ->  class 2\|1  [0.978]

Rule 43/183: (69.4/0.8, lift 9.5)
    PC1 <= -0.436855
    PC2 <= 2.69087
    PC3 <= 0.1184081
    PC8 > 0.09943713
    PC8 <= 1.706811
    PC21 > -1.286319
    PC42 > -0.3916885
    PC44 <= 0.4799442
    PC45 > -0.01416922
    PC56 <= 0.2526183
    PC58 > -0.9523199
    PC68 <= -0.5776721
    ->  class 2\|1  [0.975]

Rule 43/184: (35.8, lift 9.5)
    PC1 <= -0.436855
    PC2 <= 2.69087
    PC5 > -0.6553116
    PC8 > 0.09943713
    PC8 <= 1.706811
    PC62 > -1.244593
    PC72 > 0.5404838
    PC80 > -0.9106748
    PC87 > -0.5506828
    PC93 > -0.2958874
    ->  class 2\|1  [0.974]

Rule 43/185: (39.6/0.2, lift 9.5)
    PC1 <= -0.436855
    PC2 <= 2.69087
    PC8 > 0.09943713
    PC21 <= -1.286319
    PC42 > -0.3916885
    ->  class 2\|1  [0.972]

Rule 43/186: (90.1/1.7, lift 9.5)
    PC2 <= -1.025067
    PC5 > -0.6553116
    PC8 > -0.6680527
    PC8 <= 1.706811
    PC12 > -2.959378
    PC31 > -1.119067
    PC88 <= -0.2140597
    PC90 > -0.474449
    ->  class 2\|1  [0.971]

Rule 43/187: (32.9, lift 9.5)
    PC1 <= -0.436855
    PC8 > 1.706811
    PC9 > 3.05019
    PC88 > -0.2781975
    ->  class 2\|1  [0.971]

Rule 43/188: (75.2/1.4, lift 9.5)
    PC2 > -2.397938
    PC2 <= 2.69087
    PC3 <= 0.1184081
    PC4 <= 0.25686
    PC5 > -0.6553116
    PC8 > 0.09943713
    PC8 <= 1.706811
    PC78 > -0.2838189
    PC87 > -0.5506828
    PC90 > -0.474449
    PC93 > -0.2958874
    ->  class 2\|1  [0.970]

Rule 43/189: (29.8, lift 9.4)
    PC1 <= -0.436855
    PC2 <= 2.69087
    PC3 <= 0.1184081
    PC5 > -0.6553116
    PC8 > 0.09943713
    PC8 <= 1.706811
    PC12 > -2.959378
    PC31 > -1.119067
    PC42 > -0.3916885
    PC100 > 0.3669944
    ->  class 2\|1  [0.969]

Rule 43/190: (29.2, lift 9.4)
    PC1 <= -0.436855
    PC2 <= 2.69087
    PC8 > -0.6680527
    PC31 > -1.119067
    PC62 > -1.244593
    PC70 > -0.9037994
    PC100 <= -1.118593
    ->  class 2\|1  [0.968]

Rule 43/191: (313.7/9, lift 9.4)
    PC1 <= -0.436855
    PC2 <= -0.4700584
    PC8 > 1.706811
    PC10 > -0.4983281
    PC19 > 0.7017543
    PC50 > -1.089255
    ->  class 2\|1  [0.968]

Rule 43/192: (95.3/2.1, lift 9.4)
    PC1 <= -0.436855
    PC2 <= 2.69087
    PC3 <= -0.6198061
    PC12 > -1.169619
    PC73 <= -1.342588
    ->  class 2\|1  [0.968]

Rule 43/193: (26.6, lift 9.4)
    PC1 <= -0.436855
    PC2 <= 2.69087
    PC8 > -0.6680527
    PC8 <= 1.706811
    PC12 > -2.959378
    PC31 > -1.119067
    PC80 <= -0.9106748
    PC90 > -0.474449
    PC100 > -1.118593
    ->  class 2\|1  [0.965]

Rule 43/194: (34.9/0.4, lift 9.4)
    PC1 <= -0.436855
    PC2 <= 2.69087
    PC8 > -0.6680527
    PC44 <= 0.4799442
    PC70 <= -0.9037994
    ->  class 2\|1  [0.962]

Rule 43/195: (42.7/0.8, lift 9.4)
    PC1 <= -0.436855
    PC2 <= -1.025067
    PC5 > -0.6553116
    PC8 > 1.53143
    PC8 <= 1.706811
    PC87 > -0.5506828
    ->  class 2\|1  [0.961]

Rule 43/196: (120.6/3.8, lift 9.4)
    PC1 <= -0.436855
    PC2 <= 2.69087
    PC8 > -0.6680527
    PC11 > -0.6532851
    PC19 > -1.635959
    PC19 <= 0.7017543
    PC20 <= -0.02369508
    PC21 > 0.01122028
    PC21 <= 1.229187
    PC32 <= 1.49257
    PC42 <= 0.3013464
    PC45 > -0.1977667
    PC56 > -0.1754955
    PC61 > -1.166911
    PC75 > 0.2064498
    PC95 <= 0.3094837
    ->  class 2\|1  [0.961]

Rule 43/197: (46/1.3, lift 9.3)
    PC1 <= -0.436855
    PC2 <= 2.69087
    PC8 > 0.09943713
    PC29 > 0.2544701
    PC80 > -0.9106748
    PC87 > -0.5506828
    PC93 > -0.2958874
    ->  class 2\|1  [0.953]

Rule 43/198: (129.5/6.2, lift 9.2)
    PC1 <= -0.436855
    PC2 <= 2.69087
    PC6 <= -0.2707502
    PC8 > -0.6680527
    PC8 <= 1.706811
    PC44 > 0.4799442
    PC67 > -0.7714887
    PC80 > -0.06574257
    ->  class 2\|1  [0.946]

Rule 43/199: (67.7/2.8, lift 9.2)
    PC1 <= -0.436855
    PC2 <= 2.69087
    PC8 > -0.6680527
    PC44 <= 0.4799442
    PC45 > 0.3784327
    PC62 > -1.244593
    ->  class 2\|1  [0.945]

Rule 43/200: (15.7, lift 9.2)
    PC1 > -0.436855
    PC1 <= 9.529292
    PC2 <= 2.69087
    PC6 <= 1.075578
    PC10 > -0.8274558
    PC19 > -0.3383842
    PC21 > 0.3912949
    PC26 > -0.3086236
    ->  class 2\|1  [0.944]

Rule 43/201: (63.7/3.5, lift 9.1)
    PC1 <= -0.436855
    PC2 <= 2.69087
    PC8 > -0.6680527
    PC19 <= 0.7017543
    PC21 > 0.01122028
    PC28 > 0.1391531
    ->  class 2\|1  [0.932]

Rule 43/202: (12.8, lift 9.1)
    PC1 > 9.529292
    PC6 <= 1.075578
    PC10 > -0.8274558
    PC82 > 0.5142318
    ->  class 2\|1  [0.932]

Rule 43/203: (25.2/1.1, lift 9.0)
    PC1 <= -0.436855
    PC2 <= 2.69087
    PC5 > -0.6553116
    PC8 > -0.6680527
    PC8 <= 1.706811
    PC44 > 0.3509598
    PC44 <= 0.4799442
    PC62 > -1.244593
    PC90 > -0.474449
    PC93 > -0.2958874
    ->  class 2\|1  [0.921]

Rule 43/204: (90.4/6.6, lift 9.0)
    PC1 <= -0.436855
    PC2 <= 2.69087
    PC3 <= 0.1184081
    PC5 > -0.6553116
    PC8 > -0.6680527
    PC8 <= 1.706811
    PC12 > -2.959378
    PC31 > -1.119067
    PC45 <= -0.01416922
    PC90 > -0.474449
    PC93 > -0.2958874
    ->  class 2\|1  [0.918]

Rule 43/205: (9.5, lift 8.9)
    PC1 <= -0.436855
    PC8 > -0.6680527
    PC19 <= -1.635959
    PC41 > 1.617613
    PC61 > -1.166911
    PC88 > -0.2781975
    ->  class 2\|1  [0.913]

Rule 43/206: (18.4/0.8, lift 8.9)
    PC1 <= -0.436855
    PC2 <= -2.397938
    PC5 > -0.6553116
    PC8 > 0.09943713
    PC8 <= 0.1542332
    PC12 > -2.959378
    PC21 > -1.980334
    PC31 > -1.119067
    PC90 > -0.474449
    ->  class 2\|1  [0.911]

Rule 43/207: (188.1/19.3, lift 8.7)
    PC1 <= -0.436855
    PC2 <= 2.69087
    PC8 > -0.6680527
    PC19 <= 0.7017543
    PC21 <= 2.08639
    PC88 <= -0.2781975
    ->  class 2\|1  [0.893]

Rule 43/208: (211.8/23.1, lift 8.7)
    PC1 <= -0.436855
    PC8 > 1.706811
    PC11 <= -0.6532851
    PC21 > 0.01122028
    ->  class 2\|1  [0.887]

Rule 43/209: (19.9/1.8, lift 8.5)
    PC6 > 1.075578
    PC9 <= 0.3598154
    PC10 > -0.8274558
    PC43 > 2.271991
    ->  class 2\|1  [0.870]

Rule 43/210: (21.5/2.7, lift 8.2)
    PC1 > -0.436855
    PC1 <= 9.529292
    PC2 <= 2.69087
    PC6 <= 1.075578
    PC9 <= 0.3598154
    PC10 > -0.8274558
    PC30 > 0.2893124
    PC39 > 0.1621064
    ->  class 2\|1  [0.841]

Rule 43/211: (50.3/10, lift 7.7)
    PC1 <= -0.436855
    PC2 > -1.025067
    PC2 <= 2.69087
    PC4 <= 0.25686
    PC8 > -0.6680527
    PC8 <= 1.706811
    PC34 > -0.3792612
    ->  class 2\|1  [0.790]

Rule 43/212: (120.2/24.6, lift 7.7)
    PC1 <= -0.436855
    PC6 > -3.408859
    PC8 > 1.706811
    PC46 > 1.406275
    ->  class 2\|1  [0.790]

Rule 43/213: (49.5/9.9, lift 7.7)
    PC1 > -0.436855
    PC1 <= 9.529292
    PC2 <= 2.69087
    PC6 <= 1.075578
    PC9 <= 0.3598154
    PC11 <= -0.1790256
    PC16 > -0.394697
    PC21 <= 1.570358
    ->  class 2\|1  [0.788]

Rule 43/214: (33.8/9.1, lift 7.0)
    PC1 <= -0.436855
    PC2 <= 2.69087
    PC4 > 0.25686
    PC8 > -0.6680527
    ->  class 2\|1  [0.717]

Rule 43/215: (25.7/7, lift 6.9)
    PC2 <= 2.69087
    PC8 > -3.293245
    PC32 > 1.544652
    PC94 <= -1.397323
    ->  class 2\|1  [0.712]

Rule 43/216: (145.5, lift 11.5)
    PC1 <= -0.436855
    PC8 > -2.384402
    PC8 <= -0.6680527
    PC15 > -0.9688668
    PC16 <= 1.596346
    PC25 > -0.1510537
    PC48 <= -0.1743211
    PC57 <= 0.2320181
    PC64 > 0.05877632
    ->  class 2\|2  [0.993]

Rule 43/217: (175.8/0.4, lift 11.5)
    PC1 <= -0.436855
    PC8 > -3.293245
    PC8 <= -0.6680527
    PC22 <= -1.175935
    PC26 > -2.14315
    PC57 <= 0.2320181
    PC64 > 0.05877632
    PC78 > -0.3368083
    ->  class 2\|2  [0.992]

Rule 43/218: (122.8/0.1, lift 11.5)
    PC2 > -8.796591
    PC2 <= 2.69087
    PC5 > 0.327785
    PC6 <= -0.6241773
    PC8 > -3.293245
    PC8 <= -0.6680527
    PC15 > -0.9688668
    PC25 > -0.1510537
    PC39 > -0.3126133
    PC45 > -0.1562543
    PC57 <= 0.2320181
    PC64 > 0.05877632
    ->  class 2\|2  [0.991]

Rule 43/219: (88.3, lift 11.5)
    PC1 <= -0.436855
    PC2 <= -2.397938
    PC4 > -0.4762218
    PC8 > 0.1542332
    PC8 <= 1.53143
    PC29 <= 0.2544701
    PC42 <= -0.3916885
    PC44 <= 0.4799442
    PC72 <= 0.5404838
    PC80 > -0.9106748
    PC87 > -0.5506828
    PC88 > -0.2140597
    ->  class 2\|2  [0.989]

Rule 43/220: (72.4, lift 11.4)
    PC1 <= -0.436855
    PC2 <= 2.69087
    PC8 > -3.293245
    PC8 <= -0.6680527
    PC26 > -2.14315
    PC35 <= -0.6171572
    PC41 <= 11.08101
    PC45 <= 0.4439914
    PC57 <= 0.2320181
    PC64 <= 0.05877632
    PC73 > -1.342588
    ->  class 2\|2  [0.987]

Rule 43/221: (54.1, lift 11.4)
    PC1 <= -0.436855
    PC8 > -0.6680527
    PC8 <= 1.706811
    PC31 <= -1.119067
    PC43 <= 0.2371628
    PC45 <= 0.2259143
    PC70 > -0.9037994
    ->  class 2\|2  [0.982]

Rule 43/222: (57.9/0.2, lift 11.4)
    PC1 <= -0.436855
    PC2 > -8.796591
    PC2 <= 2.69087
    PC8 > -3.293245
    PC8 <= -0.6680527
    PC19 > -2.848473
    PC24 > 0.9222226
    PC26 > -2.14315
    PC57 <= 0.2320181
    ->  class 2\|2  [0.981]

Rule 43/223: (74.7/0.5, lift 11.4)
    PC1 <= -0.436855
    PC2 > -8.796591
    PC2 <= 2.69087
    PC8 > -3.293245
    PC8 <= -0.6680527
    PC26 > -2.14315
    PC57 <= 0.2320181
    PC84 <= -0.53539
    ->  class 2\|2  [0.980]

Rule 43/224: (41.6, lift 11.3)
    PC1 <= -0.436855
    PC8 <= -0.6680527
    PC15 > -0.9688668
    PC25 > -0.1510537
    PC54 <= -0.6861314
    PC57 <= 0.2320181
    PC64 > 0.05877632
    PC73 > -1.342588
    ->  class 2\|2  [0.977]

Rule 43/225: (109.1/1.9, lift 11.3)
    PC2 <= -2.397938
    PC4 > -0.4762218
    PC8 > 0.09943713
    PC8 <= 1.53143
    PC21 > -1.286319
    PC29 <= 0.2544701
    PC35 > -0.7500281
    PC44 <= 0.3509598
    PC45 > -0.01416922
    PC58 > -0.9523199
    PC68 > -0.5776721
    PC72 <= 0.5404838
    PC80 > -0.9106748
    PC87 > -0.5506828
    PC88 > -0.2140597
    PC100 <= 0.3669944
    ->  class 2\|2  [0.974]

Rule 43/226: (45.2/0.3, lift 11.3)
    PC1 <= -0.436855
    PC12 > -2.959378
    PC21 <= -1.980334
    PC44 <= 0.4090476
    PC45 > -0.01416922
    PC62 > -1.244593
    PC78 > -0.2838189
    PC88 > -0.2140597
    ->  class 2\|2  [0.973]

Rule 43/227: (33.2, lift 11.3)
    PC1 <= -0.436855
    PC2 <= 2.69087
    PC8 > -0.6680527
    PC8 <= 1.706811
    PC22 <= -0.7649181
    PC44 > 0.4799442
    PC59 > -0.02268939
    ->  class 2\|2  [0.972]

Rule 43/228: (29.5, lift 11.2)
    PC8 > -3.293245
    PC8 <= -0.6680527
    PC41 <= -7.500299
    ->  class 2\|2  [0.968]

Rule 43/229: (105.1/2.6, lift 11.2)
    PC1 <= -0.436855
    PC2 <= -1.927486
    PC5 <= -0.6553116
    PC8 > -0.6680527
    PC8 <= 1.706811
    PC44 <= 0.4090476
    PC80 > -0.9106748
    ->  class 2\|2  [0.966]

Rule 43/230: (25.7, lift 11.2)
    PC2 <= -1.025067
    PC8 <= 1.706811
    PC9 > 3.300602
    PC31 > -1.119067
    PC44 <= 0.4799442
    PC78 > -0.2838189
    PC80 <= 1.31478
    PC87 <= -0.5506828
    PC100 > -1.118593
    ->  class 2\|2  [0.964]

Rule 43/231: (24, lift 11.2)
    PC1 <= -0.436855
    PC2 <= 2.69087
    PC8 > -3.293245
    PC19 > -2.848473
    PC23 > 2.616331
    PC26 > -2.14315
    PC57 <= 0.2320181
    ->  class 2\|2  [0.962]

Rule 43/232: (49.8/1, lift 11.1)
    PC1 > -0.436855
    PC1 <= 9.529292
    PC2 <= 2.69087
    PC6 <= 1.075578
    PC10 > -0.5372176
    PC11 > -0.1790256
    PC16 > -0.394697
    PC21 <= 0.3912949
    PC25 > -0.1371863
    PC39 <= 0.1621064
    ->  class 2\|2  [0.961]

Rule 43/233: (22.3, lift 11.1)
    PC1 <= -0.436855
    PC2 <= 2.69087
    PC3 <= -0.6198061
    PC8 <= -0.6680527
    PC12 <= -1.169619
    PC73 <= -1.342588
    ->  class 2\|2  [0.959]

Rule 43/234: (136.6/5.2, lift 11.1)
    PC2 <= -1.927486
    PC4 > -0.4762218
    PC4 <= 0.25686
    PC8 > -0.6680527
    PC8 <= 0.09943713
    PC44 <= 0.3509598
    PC45 > -0.01416922
    PC58 > -0.9523199
    PC70 > -0.9037994
    PC78 > -0.2838189
    PC87 > -0.5506828
    PC93 > -0.2958874
    PC100 > -1.118593
    ->  class 2\|2  [0.955]

Rule 43/235: (88.9/3.1, lift 11.1)
    PC1 <= -0.436855
    PC2 <= 2.69087
    PC8 > -0.6680527
    PC8 <= 1.706811
    PC12 <= -2.959378
    PC44 <= 0.4799442
    ->  class 2\|2  [0.955]

Rule 43/236: (19, lift 11.0)
    PC1 <= -0.436855
    PC2 <= 2.69087
    PC8 > -3.293245
    PC8 <= -0.6680527
    PC26 > -2.14315
    PC35 > -0.6171572
    PC57 <= 0.2320181
    PC62 > 1.348455
    PC73 > -1.342588
    ->  class 2\|2  [0.952]

Rule 43/237: (93.1/4.4, lift 10.9)
    PC1 <= -0.436855
    PC6 <= -0.2201574
    PC8 > -3.293245
    PC8 <= -0.6680527
    PC13 > -0.9764164
    PC13 <= 0.1701992
    PC28 > -0.02063061
    PC42 <= 1.661112
    PC45 <= 0.4439914
    PC49 <= -0.06831899
    PC54 <= 1.0651
    PC57 > 0.2320181
    ->  class 2\|2  [0.944]

Rule 43/238: (19.2/0.2, lift 10.9)
    PC1 <= -0.436855
    PC2 <= 2.69087
    PC6 > -0.2201574
    PC8 > -3.293245
    PC18 > 0.09145565
    PC30 > 0.1400273
    PC57 > 0.2320181
    PC73 > -1.342588
    PC85 <= -0.01480961
    ->  class 2\|2  [0.941]

Rule 43/239: (89.3/4.7, lift 10.9)
    PC2 <= 2.69087
    PC8 > -2.839187
    PC8 <= -0.6680527
    PC32 <= 1.544652
    PC73 > -1.342588
    PC94 <= -1.397323
    ->  class 2\|2  [0.937]

Rule 43/240: (112.2/6.3, lift 10.9)
    PC1 <= -0.436855
    PC2 <= -2.397938
    PC8 > 0.1542332
    PC8 <= 1.53143
    PC21 > -1.286319
    PC29 <= 0.2544701
    PC35 > -0.7500281
    PC44 <= 0.3509598
    PC45 > -0.01416922
    PC56 > 0.2526183
    PC58 > -0.9523199
    PC72 <= 0.5404838
    PC87 > -0.5506828
    PC100 <= 0.3669944
    ->  class 2\|2  [0.936]

Rule 43/241: (13.4, lift 10.8)
    PC1 <= -0.436855
    PC2 <= 2.69087
    PC41 <= 11.08101
    PC45 > -0.1562543
    PC56 <= -0.8994956
    PC57 <= 0.2320181
    PC64 <= 0.05877632
    ->  class 2\|2  [0.935]

Rule 43/242: (213.3/15.4, lift 10.7)
    PC1 <= -0.436855
    PC2 > -8.796591
    PC8 > -3.293245
    PC8 <= -0.6680527
    PC16 <= 1.596346
    PC25 > -0.1645676
    PC45 > -0.1562543
    PC57 <= 0.2320181
    PC60 <= -0.5467761
    PC62 <= 1.348455
    PC79 <= 0.4636682
    ->  class 2\|2  [0.924]

Rule 43/243: (11.2, lift 10.7)
    PC1 <= -0.436855
    PC2 <= 2.69087
    PC8 > -3.293245
    PC8 <= -0.6680527
    PC19 > -2.848473
    PC24 <= 0.9222226
    PC25 <= -0.1645676
    PC26 > -2.14315
    PC45 <= 0.4439914
    PC57 <= 0.2320181
    PC64 <= 0.05877632
    PC73 > -1.342588
    ->  class 2\|2  [0.922]

Rule 43/244: (26.6/1.3, lift 10.7)
    PC1 <= -0.436855
    PC2 <= 2.69087
    PC8 > -0.6680527
    PC8 <= 1.706811
    PC44 <= 0.4090476
    PC45 <= 0.3784327
    PC58 > -0.9523199
    PC76 <= -0.2802216
    PC78 > -0.2838189
    PC80 <= 1.31478
    PC87 <= -0.5506828
    ->  class 2\|2  [0.919]

Rule 43/245: (99.1/7.2, lift 10.7)
    PC1 <= -0.436855
    PC2 <= -1.927486
    PC4 > -0.4762218
    PC8 > -0.6680527
    PC8 <= 1.706811
    PC44 <= 0.4090476
    PC78 > -0.2838189
    PC80 > -0.9106748
    PC80 <= 1.31478
    PC88 > -0.2140597
    PC93 <= -0.2958874
    ->  class 2\|2  [0.919]

Rule 43/246: (9.4, lift 10.6)
    PC1 <= -0.436855
    PC4 > -0.1153735
    PC8 > -3.293245
    PC8 <= -0.6680527
    PC18 <= 0.09145565
    PC19 > 2.487402
    ->  class 2\|2  [0.912]

Rule 43/247: (9.2, lift 10.6)
    PC1 <= -0.436855
    PC2 <= 2.69087
    PC23 > 3.106239
    PC46 > 0.413817
    ->  class 2\|2  [0.911]

Rule 43/248: (10.1, lift 10.6)
    PC1 <= -0.436855
    PC6 > -3.408859
    PC8 > 1.706811
    PC50 <= -1.089255
    ->  class 2\|2  [0.910]

Rule 43/249: (8.5, lift 10.5)
    PC1 <= -0.436855
    PC2 <= 2.69087
    PC8 > -3.293245
    PC41 <= 11.08101
    PC57 <= 0.2320181
    PC64 <= 0.05877632
    PC73 > -1.342588
    PC79 > 0.4636682
    PC99 > -1.635504
    ->  class 2\|2  [0.904]

Rule 43/250: (110.6/11.4, lift 10.3)
    PC1 <= -0.436855
    PC2 <= -1.025067
    PC4 > -0.4762218
    PC4 <= 0.25686
    PC8 > -0.6680527
    PC8 <= 1.706811
    PC44 <= 0.4799442
    PC58 > -0.9523199
    PC78 > -0.2838189
    PC90 <= -0.474449
    PC100 > -1.118593
    ->  class 2\|2  [0.890]

Rule 43/251: (16.7/1.5, lift 10.0)
    PC1 <= -0.436855
    PC8 > -3.293245
    PC8 <= -0.6680527
    PC30 > -0.4768026
    PC32 > 1.516528
    PC45 <= 0.4439914
    PC57 > 0.2320181
    PC94 > -1.397323
    ->  class 2\|2  [0.866]

Rule 43/252: (24.4/4.4, lift 9.2)
    PC1 <= -0.436855
    PC3 > -0.6198061
    PC8 <= -0.6680527
    PC73 <= -1.342588
    PC95 > -1.339172
    ->  class 2\|2  [0.796]

Rule 43/253: (75.9/16.1, lift 9.0)
    PC1 <= -0.436855
    PC3 <= 0.1184081
    PC8 > -0.6680527
    PC11 <= -2.551643
    PC44 <= 0.4799442
    ->  class 2\|2  [0.780]

Rule 43/254: (13.8/2.5, lift 9.0)
    PC1 <= -0.436855
    PC8 > 1.706811
    PC19 <= 0.7017543
    PC21 <= 0.01122028
    PC42 <= -0.8120781
    ->  class 2\|2  [0.776]

Rule 43/255: (30.4/10.4, lift 7.5)
    PC8 > -3.293245
    PC41 > 11.08101
    ->  class 2\|2  [0.648]

Rule 43/256: (106.8, lift 8.5)
    PC1 <= -0.436855
    PC8 <= -3.293245
    PC11 > -4.669395
    PC13 > 0.2665539
    PC85 <= 0.4518699
    ->  class 2\|3  [0.991]

Rule 43/257: (303.2/3.7, lift 8.5)
    PC6 > -0.2201574
    PC8 > -3.293245
    PC8 <= -0.6680527
    PC10 > -0.2485289
    PC11 > -4.669395
    PC18 > 0.09145565
    PC32 <= 1.516528
    PC57 > 0.2320181
    PC85 > -0.01480961
    PC94 > -1.397323
    ->  class 2\|3  [0.985]

Rule 43/258: (98.5/1.4, lift 8.4)
    PC2 <= 2.69087
    PC8 <= -3.293245
    PC45 > 0.1526884
    PC85 <= 0.4518699
    ->  class 2\|3  [0.976]

Rule 43/259: (132.2/2.5, lift 8.4)
    PC1 > -0.436855
    PC9 <= -2.012331
    PC10 <= -0.8274558
    PC19 > -1.342918
    PC36 > -4.764976
    PC90 <= 0.3784266
    ->  class 2\|3  [0.974]

Rule 43/260: (148.8/2.9, lift 8.4)
    PC1 <= -0.436855
    PC8 <= -3.293245
    PC23 <= 3.106239
    PC46 > 0.413817
    ->  class 2\|3  [0.974]

Rule 43/261: (42.8/0.6, lift 8.3)
    PC1 <= -0.436855
    PC2 <= 2.69087
    PC8 > -3.293245
    PC8 <= -0.6680527
    PC15 <= -0.9688668
    PC22 > -1.175935
    PC64 > 0.05877632
    PC84 > -0.53539
    ->  class 2\|3  [0.965]

Rule 43/262: (21.3, lift 8.3)
    PC1 > -0.436855
    PC2 <= 2.69087
    PC10 <= -0.8274558
    PC84 > 0.6618369
    ->  class 2\|3  [0.957]

Rule 43/263: (63.8/4.6, lift 7.9)
    PC1 <= -0.436855
    PC8 <= -3.293245
    PC25 <= 0.29941
    PC81 <= -0.5664122
    ->  class 2\|3  [0.915]

Rule 43/264: (168.7/23.4, lift 7.4)
    PC2 <= 2.69087
    PC8 <= -3.293245
    PC25 > 0.29941
    ->  class 2\|3  [0.857]

Rule 43/265: (29.7/7.1, lift 6.4)
    PC2 <= 2.69087
    PC8 <= 1.706811
    PC44 > 0.4799442
    PC67 <= -0.7714887
    PC80 > -0.06574257
    ->  class 2\|3  [0.744]

Rule 43/266: (39.1/14.1, lift 5.5)
    PC1 > -0.436855
    PC1 <= 9.529292
    PC2 <= 2.69087
    PC6 <= 1.075578
    PC10 > -0.8274558
    PC16 > -0.394697
    PC30 <= 0.2893124
    PC39 > 0.1621064
    ->  class 2\|3  [0.634]

Rule 43/267: (172.1/74.4, lift 4.9)
    PC1 > -0.436855
    PC6 <= 1.075578
    PC9 <= 0.3598154
    PC15 <= -0.9117991
    PC16 <= -0.394697
    ->  class 2\|3  [0.567]

Rule 43/268: (44/21.8, lift 4.4)
    PC1 > -0.436855
    PC6 > 1.075578
    PC9 <= 0.3598154
    PC10 > -0.2465936
    PC18 > 0.2284176
    ->  class 2\|3  [0.505]

Rule 43/269: (7200.3/5103.4, lift 2.5)
    PC1 <= -0.436855
    PC2 <= 2.69087
    ->  class 2\|3  [0.291]

Rule 43/270: (166, lift 18.2)
    PC1 <= -0.436855
    PC11 <= -4.669395
    ->  class 2\|4  [0.994]

Rule 43/271: (202.1/2.3, lift 18.0)
    PC1 <= -0.436855
    PC8 <= -0.6680527
    PC19 <= -2.848473
    PC23 <= 1.245685
    ->  class 2\|4  [0.984]

Rule 43/272: (60.1/0.2, lift 17.9)
    PC1 <= -0.436855
    PC8 > -3.293245
    PC8 <= -0.6680527
    PC19 <= -2.848473
    PC73 > 0.2862328
    ->  class 2\|4  [0.980]

Rule 43/273: (85.3/0.9, lift 17.9)
    PC1 > -0.436855
    PC9 <= -2.012331
    PC19 > -1.342918
    PC84 <= 0.6618369
    PC85 > 0.4297078
    PC90 > 0.3784266
    ->  class 2\|4  [0.978]

Rule 43/274: (312.4/7.2, lift 17.8)
    PC1 <= -0.436855
    PC8 <= -3.293245
    PC20 <= 0.5943155
    PC25 <= 0.29941
    PC46 <= 0.413817
    PC73 > -1.342588
    PC76 > -1.200055
    PC81 > -0.5664122
    PC85 > 0.4518699
    ->  class 2\|4  [0.974]

Rule 43/275: (30.3, lift 17.7)
    PC8 <= -3.293245
    PC46 <= 0.413817
    PC55 > 3.733466
    ->  class 2\|4  [0.969]

Rule 43/276: (29, lift 17.7)
    PC1 > -0.436855
    PC6 > 1.075578
    PC10 <= -0.2465936
    PC12 <= 0.1182161
    PC18 > 0.2284176
    ->  class 2\|4  [0.968]

Rule 43/277: (69.4/1.6, lift 17.6)
    PC1 <= -0.436855
    PC8 > -3.293245
    PC8 <= -0.6680527
    PC19 <= -2.848473
    PC60 > -0.2318248
    PC96 > 0.03813855
    ->  class 2\|4  [0.964]

Rule 43/278: (248/15.4, lift 17.1)
    PC2 <= 2.69087
    PC8 <= -3.324989
    PC13 <= 0.2665539
    PC22 > -1.943637
    PC36 <= 0.2757236
    PC45 <= 0.1526884
    PC46 <= 0.413817
    PC55 <= -0.04459572
    PC73 > -0.007458809
    PC89 <= 0.8710656
    PC96 <= 0.3129266
    ->  class 2\|4  [0.935]

Rule 43/279: (81.8/6.5, lift 16.7)
    PC1 <= -0.436855
    PC8 <= -3.293245
    PC19 <= 0.8002632
    PC22 > -1.943637
    PC36 <= 0.2757236
    PC38 <= -0.1622399
    PC45 <= 0.1526884
    PC53 <= 1.251778
    PC55 > -0.04459572
    PC72 <= 0.8742466
    PC73 > -0.007458809
    PC89 <= 0.8710656
    PC96 <= 0.3129266
    ->  class 2\|4  [0.911]

Rule 43/280: (34.3/2.7, lift 16.4)
    PC1 <= -0.436855
    PC2 <= 2.69087
    PC4 <= -0.1153735
    PC6 > -0.2201574
    PC8 > -3.293245
    PC18 <= 0.09145565
    PC57 > 0.2320181
    ->  class 2\|4  [0.898]

Rule 43/281: (5.8, lift 16.0)
    PC1 > -0.436855
    PC2 <= 2.69087
    PC36 <= -4.764976
    ->  class 2\|4  [0.872]

Rule 43/282: (5.7, lift 15.9)
    PC1 <= -0.436855
    PC2 <= 2.69087
    PC6 <= -0.2201574
    PC8 > -3.293245
    PC8 <= -0.6680527
    PC29 > 0.3387158
    PC41 > -7.500299
    PC73 > -1.342588
    ->  class 2\|4  [0.869]

Rule 43/283: (218.4/57.8, lift 13.4)
    PC8 <= -3.376679
    PC10 <= -0.9073904
    PC43 > -0.1133181
    PC46 <= 0.413817
    ->  class 2\|4  [0.733]

Default class: 2\|3

-----  Trial 44:  -----

Rules:

Rule 44/1: (141.5/0.3, lift 15.7)
    PC2 <= 6.659554
    PC12 <= -0.5622072
    PC13 > -2.659486
    PC18 > 2.052136
    PC29 > -1.342226
    PC43 <= 0.9013982
    PC72 <= 0.3479899
    ->  class 0\|0  [0.991]

Rule 44/2: (197.9/0.8, lift 15.7)
    PC2 <= 6.659554
    PC13 > -2.659486
    PC13 <= 8.296689
    PC17 > 0.295374
    PC18 > 2.052136
    PC19 > -0.2703847
    PC25 <= 1.063675
    PC28 <= 2.985367
    PC29 > -1.342226
    PC43 <= 0.9013982
    PC47 <= 0.670591
    PC72 <= 0.3479899
    PC86 > 0.2565213
    PC87 <= 0.2748099
    PC97 <= 0.3471597
    ->  class 0\|0  [0.991]

Rule 44/3: (60, lift 15.6)
    PC2 <= 6.659554
    PC13 > -2.659486
    PC18 > 2.81477
    PC25 <= 1.063675
    PC72 > 0.3479899
    PC97 <= 0.3471597
    ->  class 0\|0  [0.984]

Rule 44/4: (126.8/2.1, lift 15.4)
    PC13 <= 8.296689
    PC18 > 2.052136
    PC20 > -4.546392
    PC25 <= 1.063675
    PC28 <= 2.985367
    PC50 <= -0.5168439
    PC74 > -1.851438
    ->  class 0\|0  [0.976]

Rule 44/5: (83.4/1.4, lift 15.4)
    PC7 <= 0.6390125
    PC10 <= -2.485566
    PC14 > 0.5727633
    PC18 <= 2.052136
    PC24 > 0.09917192
    PC26 <= 0.4644095
    PC42 > 0.17778
    PC63 <= 0.877684
    ->  class 0\|0  [0.971]

Rule 44/6: (23.3, lift 15.2)
    PC2 <= 6.659554
    PC18 > 2.052136
    PC32 > 0.5663381
    PC74 > -1.851438
    PC87 > 0.2748099
    ->  class 0\|0  [0.960]

Rule 44/7: (21.6, lift 15.2)
    PC2 <= 6.659554
    PC13 <= 8.296689
    PC18 > 2.052136
    PC19 <= 0.008498676
    PC25 <= 1.063675
    PC37 > 0.8798417
    PC74 > -1.851438
    PC87 <= 0.2748099
    PC97 > 0.3471597
    ->  class 0\|0  [0.958]

Rule 44/8: (20.8, lift 15.1)
    PC2 > 2.5099
    PC3 > -1.015498
    PC18 > 2.052136
    PC37 <= 0.8798417
    PC87 <= 0.2748099
    PC97 > 0.3471597
    ->  class 0\|0  [0.956]

Rule 44/9: (23.3/0.7, lift 14.8)
    PC18 > 2.052136
    PC20 > -4.546392
    PC81 <= 1.889598
    PC87 > 0.2748099
    PC91 <= 3.159646
    PC100 <= -0.6412891
    ->  class 0\|0  [0.935]

Rule 44/10: (248.5/15.8, lift 14.8)
    PC13 <= 8.296689
    PC18 > 2.052136
    PC19 <= 0.008498676
    PC24 <= -2.605266
    PC52 > -2.365682
    PC74 > -1.851438
    PC81 <= 1.889598
    PC91 <= 3.159646
    ->  class 0\|0  [0.933]

Rule 44/11: (392.7/25.8, lift 14.8)
    PC2 <= 6.659554
    PC11 <= 0.04439628
    PC13 <= 2.968269
    PC17 > 0.295374
    PC18 > 2.052136
    PC29 > -0.895974
    PC30 > -3.190067
    PC43 <= 0.9013982
    PC47 <= 0.670591
    PC55 > -0.4747343
    PC72 <= 0.3479899
    PC87 <= 0.2748099
    PC97 <= 0.3471597
    ->  class 0\|0  [0.932]

Rule 44/12: (9.7, lift 14.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 <= -1.443306
    PC9 > -0.5763125
    PC14 <= 0.5727633
    PC18 > -0.4683644
    PC40 > -2.091298
    ->  class 0\|0  [0.914]

Rule 44/13: (48/3.6, lift 14.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC9 > -0.5763125
    PC14 <= 0.5727633
    PC18 > -0.4683644
    PC39 > 2.312526
    PC76 > -1.71424
    ->  class 0\|0  [0.909]

Rule 44/14: (57.2/6.6, lift 13.8)
    PC2 <= 6.659554
    PC18 > 2.052136
    PC29 <= -1.342226
    PC55 > -0.4747343
    PC66 <= -0.02252317
    ->  class 0\|0  [0.872]

Rule 44/15: (4.5/0.2, lift 13.0)
    PC13 > 8.296689
    PC20 > -4.546392
    PC31 > 0.1783828
    PC46 <= 0.3408822
    PC66 <= 0.444275
    ->  class 0\|0  [0.819]

Rule 44/16: (9.8/1.5, lift 12.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 1.698335
    PC14 > 0.5727633
    PC18 > -0.4683644
    PC18 <= 2.052136
    PC26 <= 0.4644095
    PC42 <= 0.17778
    PC76 <= -0.28533
    ->  class 0\|0  [0.787]

Rule 44/17: (20/5.9, lift 10.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC9 > -0.5763125
    PC14 <= 0.5727633
    PC18 > -0.4683644
    PC40 > -2.091298
    PC76 <= -1.71424
    ->  class 0\|0  [0.687]

Rule 44/18: (61.8, lift 12.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 <= -0.4683644
    PC46 <= -1.653768
    PC53 <= 0.0601678
    ->  class 0\|1  [0.984]

Rule 44/19: (41.9/0.4, lift 12.6)
    PC3 <= 1.640775
    PC15 > -0.04019417
    PC18 <= -0.4683644
    PC57 > 0.2684259
    PC77 > 1.167778
    ->  class 0\|1  [0.968]

Rule 44/20: (75.7/2.5, lift 12.5)
    PC2 > 2.5099
    PC3 > -1.953879
    PC3 <= 1.640775
    PC15 > -0.1293279
    PC18 > -1.148188
    PC18 <= -0.4683644
    PC28 <= -0.05898223
    ->  class 0\|1  [0.955]

Rule 44/21: (14.7, lift 12.3)
    PC2 > 2.5099
    PC18 > -0.4683644
    PC86 > 0.2531536
    PC86 <= 0.2565213
    ->  class 0\|1  [0.940]

Rule 44/22: (28.8/0.9, lift 12.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC8 > 0.1548424
    PC18 > -1.148188
    PC18 <= -0.4683644
    ->  class 0\|1  [0.939]

Rule 44/23: (3276.1/1947.6, lift 5.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -0.4683644
    ->  class 0\|1  [0.406]

Rule 44/24: (91.2, lift 11.1)
    PC2 > 2.5099
    PC18 > -0.4683644
    PC18 <= 2.052136
    PC20 > -4.546392
    PC40 <= -2.091298
    PC43 > -0.1693497
    PC59 > -0.2472059
    PC67 <= 0.7323884
    ->  class 0\|2  [0.989]

Rule 44/25: (76.4, lift 11.0)
    PC13 > 1.698335
    PC18 > -0.4683644
    PC18 <= 2.052136
    PC20 > -4.546392
    PC45 <= -0.3615161
    PC47 <= 4.410915
    ->  class 0\|2  [0.987]

Rule 44/26: (69.7, lift 11.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC9 <= -0.5763125
    PC13 <= 1.698335
    PC18 > -0.4683644
    PC18 <= 2.052136
    PC20 > -4.546392
    PC30 <= 5.609498
    PC32 <= 1.02988
    PC86 <= 4.257531
    ->  class 0\|2  [0.986]

Rule 44/27: (120/0.7, lift 11.0)
    PC2 > 2.5099
    PC13 > 1.698335
    PC18 > -0.4683644
    PC18 <= 2.052136
    PC20 > -4.546392
    PC31 <= 0.04042177
    PC47 <= 4.410915
    ->  class 0\|2  [0.986]

Rule 44/28: (55.5, lift 11.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 <= 0.1084647
    PC18 > -1.91947
    PC18 <= -1.148188
    PC38 <= 1.097856
    PC41 > 0.0949695
    PC44 <= 0.4864983
    PC54 <= 2.459018
    PC89 <= 1.186144
    ->  class 0\|2  [0.983]

Rule 44/29: (88.2/0.6, lift 11.0)
    PC4 <= -7.097243
    PC18 > -1.91947
    PC18 <= -0.4683644
    PC43 > -1.939943
    ->  class 0\|2  [0.982]

Rule 44/30: (54.2, lift 11.0)
    PC2 > 2.5099
    PC18 > -0.4683644
    PC20 > -4.546392
    PC30 <= -3.190067
    PC47 <= 4.410915
    ->  class 0\|2  [0.982]

Rule 44/31: (95.3/0.7, lift 11.0)
    PC2 > 2.5099
    PC7 <= -0.3715344
    PC13 > 1.698335
    PC18 > -0.4683644
    PC18 <= 2.052136
    PC47 <= 4.410915
    ->  class 0\|2  [0.982]

Rule 44/32: (48.2, lift 10.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 1.698335
    PC14 <= 0.5727633
    PC18 > -0.4683644
    PC32 <= 0.2246509
    PC40 > -2.091298
    PC43 > 0.3698484
    PC69 > 0.5505575
    ->  class 0\|2  [0.980]

Rule 44/33: (44.6, lift 10.9)
    PC4 <= -8.261679
    PC18 <= -0.4683644
    PC43 > -1.939943
    ->  class 0\|2  [0.979]

Rule 44/34: (110.4/1.4, lift 10.9)
    PC3 <= 1.640775
    PC16 > 0.3901089
    PC18 > -1.91947
    PC18 <= -1.148188
    PC43 > -1.939943
    PC44 > 0.4864983
    PC49 <= 1.369873
    PC79 <= 1.457639
    PC81 <= 0.1909863
    ->  class 0\|2  [0.979]

Rule 44/35: (46.2, lift 10.9)
    PC2 > 2.5099
    PC3 > -1.953879
    PC3 <= 1.640775
    PC8 <= 0.1548424
    PC18 > -1.148188
    PC18 <= -0.4683644
    PC26 > -0.4127145
    PC28 > -0.05898223
    ->  class 0\|2  [0.979]

Rule 44/36: (46.7, lift 10.9)
    PC13 > 8.296689
    PC18 > 2.052136
    PC66 > 0.444275
    ->  class 0\|2  [0.979]

Rule 44/37: (42.4, lift 10.9)
    PC2 > 2.5099
    PC7 > 0.2251046
    PC13 > 1.698335
    PC18 > -0.4683644
    PC18 <= 2.052136
    PC20 > -4.546392
    ->  class 0\|2  [0.977]

Rule 44/38: (62.9/0.7, lift 10.9)
    PC3 <= 1.640775
    PC13 <= 3.517691
    PC18 <= -1.91947
    PC37 <= -0.8882177
    PC40 > -2.911253
    PC43 > -1.939943
    PC49 <= 1.369873
    PC54 <= 2.459018
    PC82 > -3.876649
    PC85 <= 1.50973
    PC92 <= 1.240733
    ->  class 0\|2  [0.974]

Rule 44/39: (60/0.7, lift 10.9)
    PC4 <= -7.01188
    PC18 <= -0.4683644
    PC72 > -0.6186664
    PC87 > 0.1086059
    ->  class 0\|2  [0.972]

Rule 44/40: (32.7, lift 10.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -1.91947
    PC18 <= -1.148188
    PC38 <= 1.097856
    PC40 > -2.911253
    PC46 > -1.653768
    PC54 <= 2.459018
    PC61 > 0.4093129
    PC89 <= 1.186144
    ->  class 0\|2  [0.971]

Rule 44/41: (37/0.1, lift 10.8)
    PC18 > -1.91947
    PC18 <= -1.148188
    PC49 <= 1.369873
    PC79 > 1.457639
    PC85 <= 1.50973
    ->  class 0\|2  [0.971]

Rule 44/42: (31.4/0.1, lift 10.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC8 <= -0.2090016
    PC14 > 0.5727633
    PC18 > -0.4683644
    PC18 <= 2.052136
    PC20 > -4.546392
    ->  class 0\|2  [0.967]

Rule 44/43: (26.3, lift 10.8)
    PC4 <= -7.01188
    PC18 <= -1.148188
    PC61 <= -0.322345
    PC77 <= 1.167778
    PC100 > -1.924866
    ->  class 0\|2  [0.965]

Rule 44/44: (43.6/0.6, lift 10.8)
    PC2 > 2.5099
    PC14 <= 0.5727633
    PC18 > -0.4683644
    PC18 <= 2.052136
    PC20 > -4.546392
    PC32 <= 0.2246509
    PC39 <= 2.312526
    PC86 <= 4.257531
    PC93 <= -1.242089
    ->  class 0\|2  [0.964]

Rule 44/45: (24.9, lift 10.8)
    PC2 > 2.5099
    PC3 > -1.953879
    PC3 <= 1.640775
    PC15 <= -0.1293279
    PC18 > -1.148188
    PC18 <= -0.4683644
    PC26 > -0.4127145
    ->  class 0\|2  [0.963]

Rule 44/46: (23.8, lift 10.7)
    PC2 > 2.5099
    PC14 <= 0.5727633
    PC18 > -0.4683644
    PC18 <= 0.1517829
    PC32 <= 0.2246509
    PC39 > 0.6509454
    PC39 <= 2.312526
    ->  class 0\|2  [0.961]

Rule 44/47: (40.5/0.8, lift 10.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 <= -0.4683644
    PC26 > 1.455002
    PC40 > -2.911253
    PC54 <= 2.459018
    PC85 <= 1.50973
    PC100 > -1.924866
    ->  class 0\|2  [0.957]

Rule 44/48: (23.8/0.1, lift 10.7)
    PC7 > -0.1430541
    PC19 <= -0.3036996
    PC20 <= -4.546392
    PC47 <= 4.410915
    ->  class 0\|2  [0.957]

Rule 44/49: (68.2/2.2, lift 10.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 <= -1.148188
    PC28 <= 0.4372537
    PC40 > -2.911253
    PC43 > -1.939943
    PC49 > 0.982691
    PC49 <= 1.369873
    PC53 > -0.196674
    PC82 > -3.876649
    PC85 <= 1.50973
    ->  class 0\|2  [0.955]

Rule 44/50: (51.4/1.5, lift 10.7)
    PC3 <= 1.640775
    PC9 > 0.498276
    PC18 <= -1.91947
    PC19 > -0.4895512
    PC39 > -0.8660419
    PC49 <= 1.369873
    PC85 <= 1.50973
    PC96 > -0.1761198
    ->  class 0\|2  [0.954]

Rule 44/51: (20.6, lift 10.6)
    PC18 <= -1.91947
    PC38 <= 1.431272
    PC49 <= 0.982691
    PC54 > 1.583916
    PC54 <= 2.459018
    PC82 > -3.876649
    ->  class 0\|2  [0.953]

Rule 44/52: (19.1, lift 10.6)
    PC13 > 1.698335
    PC18 > -0.4683644
    PC18 <= 2.052136
    PC26 <= -0.7422134
    ->  class 0\|2  [0.953]

Rule 44/53: (24.6/0.4, lift 10.6)
    PC2 > 2.5099
    PC18 <= -1.148188
    PC19 > -0.4895512
    PC41 > 0.5409865
    PC46 > -1.653768
    ->  class 0\|2  [0.947]

Rule 44/54: (137.2/6.5, lift 10.6)
    PC3 <= 1.640775
    PC6 <= 0.1084647
    PC18 > -1.91947
    PC18 <= -1.148188
    PC23 > -1.979556
    PC34 > -1.080727
    PC38 <= 1.097856
    PC43 > -1.939943
    PC47 <= 1.604923
    PC54 <= 2.459018
    PC63 <= 0.6965395
    PC85 <= 1.50973
    PC89 <= 1.186144
    ->  class 0\|2  [0.946]

Rule 44/55: (29.6/0.7, lift 10.6)
    PC13 > 8.296689
    PC18 > 2.052136
    PC20 > -4.546392
    PC31 <= 0.1783828
    PC40 <= -0.9677063
    ->  class 0\|2  [0.946]

Rule 44/56: (16.6/0.1, lift 10.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 > -1.443306
    PC14 <= 0.5727633
    PC18 > -0.4683644
    PC18 <= 0.1517829
    PC20 > -4.546392
    PC32 <= 0.2246509
    PC40 > -2.091298
    PC99 > 0.672727
    ->  class 0\|2  [0.939]

Rule 44/57: (20.7/0.5, lift 10.4)
    PC4 <= -7.01188
    PC6 > -0.4697464
    PC18 <= -0.4683644
    PC51 <= 0.739613
    ->  class 0\|2  [0.935]

Rule 44/58: (67.5/3.8, lift 10.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC14 <= 0.5727633
    PC18 > -0.4683644
    PC18 <= 2.052136
    PC20 > -4.546392
    PC59 <= -1.353035
    PC86 <= 4.257531
    ->  class 0\|2  [0.930]

Rule 44/59: (61.6/3.7, lift 10.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 <= -0.4683644
    PC26 <= 1.455002
    PC40 > -2.911253
    PC49 <= 1.369873
    PC64 <= -0.4628634
    PC73 > 0.06879145
    PC74 > -1.009815
    PC77 <= 1.167778
    PC85 <= 1.50973
    PC98 > 0.6952597
    ->  class 0\|2  [0.926]

Rule 44/60: (65.5/4, lift 10.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC14 <= 0.5727633
    PC18 > -0.4683644
    PC18 <= 0.1517829
    PC20 > -4.546392
    PC32 <= 0.2246509
    PC39 <= 2.312526
    PC40 > -2.091298
    PC60 > -0.3023181
    ->  class 0\|2  [0.926]

Rule 44/61: (28.8/1.4, lift 10.3)
    PC2 > 2.5099
    PC2 <= 3.449985
    PC3 <= 1.640775
    PC9 <= 0.498276
    PC46 > -1.653768
    PC64 <= -0.4628634
    ->  class 0\|2  [0.923]

Rule 44/62: (97.5/7.2, lift 10.2)
    PC3 <= 1.640775
    PC18 <= -1.148188
    PC19 > -0.4895512
    PC32 <= -1.356598
    PC39 > -0.8660419
    PC40 > -2.911253
    PC54 <= 2.459018
    ->  class 0\|2  [0.917]

Rule 44/63: (9.9, lift 10.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC11 > 0.3006447
    PC72 > -0.6186664
    PC77 <= 1.167778
    ->  class 0\|2  [0.916]

Rule 44/64: (10/0.1, lift 10.1)
    PC7 > -0.1430541
    PC16 <= -1.323497
    PC20 <= -4.546392
    ->  class 0\|2  [0.908]

Rule 44/65: (40.5/3.1, lift 10.1)
    PC18 <= -1.91947
    PC39 > -0.8660419
    PC54 <= 2.459018
    PC72 > -0.6186664
    PC74 > -1.009815
    PC77 <= 1.167778
    PC85 <= 1.50973
    PC95 > 0.7875326
    PC100 > -1.924866
    ->  class 0\|2  [0.904]

Rule 44/66: (8.1, lift 10.1)
    PC3 <= 1.640775
    PC18 <= -0.4683644
    PC85 > 1.50973
    PC92 > 3.484074
    ->  class 0\|2  [0.901]

Rule 44/67: (7.9, lift 10.0)
    PC3 <= 1.640775
    PC18 <= -1.91947
    PC39 > -0.8660419
    PC49 <= 1.369873
    PC57 <= 1.933027
    PC77 <= 1.167778
    PC96 > 2.094671
    PC100 > -1.924866
    ->  class 0\|2  [0.899]

Rule 44/68: (7.3, lift 10.0)
    PC13 > 8.296689
    PC20 <= -4.036534
    PC46 <= 0.3408822
    PC66 <= 0.444275
    ->  class 0\|2  [0.892]

Rule 44/69: (213.2/22.8, lift 9.9)
    PC2 > 2.5099
    PC3 <= -1.953879
    PC8 <= 0.1548424
    PC15 > -1.164616
    PC18 > -1.148188
    PC18 <= -0.4683644
    PC22 > -2.19093
    PC28 <= 3.778366
    PC30 <= 2.404716
    PC46 > -1.653768
    PC47 <= 2.80289
    PC87 <= 1.629672
    ->  class 0\|2  [0.890]

Rule 44/70: (6.4, lift 9.8)
    PC3 > -1.836902
    PC4 <= -7.01188
    PC18 <= -0.4683644
    ->  class 0\|2  [0.881]

Rule 44/71: (57.6/7.1, lift 9.7)
    PC18 <= -1.148188
    PC37 > -0.8882177
    PC39 > -0.8660419
    PC51 <= 0.739613
    PC57 > 1.342877
    PC72 > -0.6186664
    PC74 > -1.009815
    PC85 <= 1.50973
    ->  class 0\|2  [0.864]

Rule 44/72: (27.9/3.3, lift 9.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC14 <= 0.5727633
    PC18 > -0.4683644
    PC18 <= 0.1517829
    PC27 <= -0.0676927
    PC32 <= 0.2246509
    ->  class 0\|2  [0.857]

Rule 44/73: (17.9/2, lift 9.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC17 > 0.63545
    PC18 <= -1.91947
    PC77 <= 1.167778
    PC95 <= 0.7875326
    ->  class 0\|2  [0.848]

Rule 44/74: (67.6/10.5, lift 9.3)
    PC18 > 2.052136
    PC28 > 2.985367
    PC47 <= 4.410915
    ->  class 0\|2  [0.834]

Rule 44/75: (116.7/20.6, lift 9.1)
    PC2 > 2.5099
    PC18 <= -1.148188
    PC38 <= 1.431272
    PC39 > -0.8660419
    PC40 > -2.911253
    PC43 > -1.939943
    PC49 <= 1.369873
    PC51 > 0.739613
    PC54 <= 2.459018
    PC57 <= 1.933027
    PC72 > -0.6186664
    PC74 > -1.009815
    ->  class 0\|2  [0.818]

Rule 44/76: (36.8/6.5, lift 9.0)
    PC2 > 2.5099
    PC18 <= -0.4683644
    PC26 <= 1.455002
    PC38 > 1.431272
    PC39 > -0.8660419
    PC43 > -1.939943
    PC77 <= 1.167778
    ->  class 0\|2  [0.807]

Rule 44/77: (83.7/19, lift 8.6)
    PC3 <= 1.640775
    PC18 <= -1.148188
    PC19 > -0.4895512
    PC39 > -0.8660419
    PC40 > -2.911253
    PC49 <= 0.982691
    PC57 <= 1.933027
    PC74 <= -1.009815
    PC77 <= 1.167778
    PC85 <= 1.50973
    PC100 > -1.924866
    ->  class 0\|2  [0.767]

Rule 44/78: (107.2/25.7, lift 8.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 <= -0.4683644
    PC34 > -3.30041
    PC39 > -0.8660419
    PC43 > -1.939943
    PC49 <= 0.982691
    PC54 <= 2.459018
    PC57 <= 1.933027
    PC72 > -0.6186664
    PC74 > -1.009815
    PC80 > 0.5284391
    PC85 <= 1.50973
    PC100 > -1.924866
    ->  class 0\|2  [0.755]

Rule 44/79: (47/11, lift 8.4)
    PC18 <= -1.148188
    PC19 > -0.4895512
    PC37 > -0.8882177
    PC46 > -1.653768
    PC49 <= 0.982691
    PC54 <= 2.459018
    PC57 > 1.933027
    PC85 <= 1.50973
    ->  class 0\|2  [0.755]

Rule 44/80: (15/4, lift 7.9)
    PC2 > 2.5099
    PC14 <= 0.5727633
    PC18 <= 2.052136
    PC32 <= 0.2246509
    PC34 > 1.012019
    PC39 <= 2.312526
    PC69 > 0.5505575
    ->  class 0\|2  [0.707]

Rule 44/81: (29.7/9.9, lift 7.3)
    PC2 > 2.5099
    PC15 > -0.04019417
    PC18 <= -0.4683644
    PC57 <= 0.2684259
    PC77 > 1.167778
    ->  class 0\|2  [0.656]

Rule 44/82: (85.3, lift 11.5)
    PC2 > 2.5099
    PC16 > -1.323497
    PC18 > -0.4683644
    PC19 > -0.3036996
    PC20 <= -4.546392
    ->  class 0\|3  [0.989]

Rule 44/83: (95.2/0.4, lift 11.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 <= -1.91947
    PC26 <= 1.455002
    PC34 > -3.30041
    PC37 > -0.8882177
    PC43 > -1.939943
    PC49 <= 0.982691
    PC54 <= 1.583916
    PC72 <= -0.6186664
    PC82 > -3.876649
    ->  class 0\|3  [0.986]

Rule 44/84: (54.9, lift 11.4)
    PC2 > 2.5099
    PC18 > -1.91947
    PC18 <= -0.4683644
    PC38 > 1.097856
    PC44 <= 0.4864983
    ->  class 0\|3  [0.982]

Rule 44/85: (48.2, lift 11.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -0.4683644
    PC47 > 4.410915
    ->  class 0\|3  [0.980]

Rule 44/86: (77.6/1.2, lift 11.3)
    PC4 > -7.097243
    PC18 > -1.91947
    PC18 <= -1.148188
    PC26 <= 1.455002
    PC34 > -3.30041
    PC34 <= -1.080727
    PC35 <= 0.3210755
    PC41 <= 0.08692545
    PC44 <= 0.4864983
    PC61 <= 0.4093129
    PC79 <= 1.457639
    ->  class 0\|3  [0.972]

Rule 44/87: (138.2/3.2, lift 11.3)
    PC2 > 2.5099
    PC7 <= 0.2251046
    PC13 > 1.698335
    PC18 <= 2.052136
    PC26 > -0.7422134
    PC31 > 0.04042177
    PC45 > -0.3615161
    ->  class 0\|3  [0.970]

Rule 44/88: (26.4/0.1, lift 11.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 1.698335
    PC18 <= 2.052136
    PC30 > -3.190067
    PC40 <= -2.091298
    PC59 <= -0.2472059
    PC67 <= 0.7323884
    ->  class 0\|3  [0.960]

Rule 44/89: (58.4/2, lift 11.0)
    PC13 > 8.296689
    PC18 > -0.4683644
    PC20 > -4.546392
    PC46 > 0.3408822
    PC66 <= 0.444275
    ->  class 0\|3  [0.950]

Rule 44/90: (71.9/4, lift 10.8)
    PC13 > 3.517691
    PC18 <= -1.91947
    PC46 > -1.653768
    ->  class 0\|3  [0.932]

Rule 44/91: (15.9/2.8, lift 9.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -0.4683644
    PC18 <= 2.052136
    PC67 > 0.7323884
    ->  class 0\|3  [0.787]

Rule 44/92: (48.7/10.3, lift 9.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 1.698335
    PC30 > -3.190067
    PC86 > 4.257531
    ->  class 0\|3  [0.776]

Rule 44/93: (2848.1/1384.9, lift 6.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 <= -0.4683644
    ->  class 0\|3  [0.514]

Rule 44/94: (213.2/2.2, lift 18.1)
    PC1 > -0.1923436
    PC3 <= 0.6834592
    PC8 > 0.4530201
    PC10 <= 1.034898
    PC19 > -0.5922827
    PC21 <= 0.9193565
    PC50 > -0.2382705
    PC67 <= 0.3198653
    PC75 <= 0.7123611
    PC83 > -0.4119613
    ->  class 1\|0  [0.985]

Rule 44/95: (56.2/0.3, lift 18.0)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC47 > 1.225104
    PC85 <= 0.2269193
    ->  class 1\|0  [0.978]

Rule 44/96: (113/1.6, lift 18.0)
    PC2 <= 2.5099
    PC3 > 0.7181107
    PC10 > 0.5802347
    PC19 > 2.408369
    ->  class 1\|0  [0.977]

Rule 44/97: (91/1.6, lift 17.9)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC50 > 0.1944076
    PC85 <= 0.2269193
    PC99 <= -0.2468884
    ->  class 1\|0  [0.972]

Rule 44/98: (23.3, lift 17.7)
    PC3 > 1.640775
    PC15 > 0.1445608
    PC25 > -0.02772866
    PC26 <= 0.07205261
    PC37 > 0.3744862
    PC50 > 0.01891323
    PC66 > -0.4988811
    ->  class 1\|0  [0.960]

Rule 44/99: (510.1/21.5, lift 17.6)
    PC1 > -0.1923436
    PC3 <= 0.6834592
    PC6 <= 5.1094
    PC8 > -1.29224
    PC10 <= 1.034898
    PC11 <= 1.360383
    PC19 > -0.5922827
    PC21 <= 0.9193565
    PC50 > -0.2382705
    PC67 <= 0.3198653
    PC75 <= 0.7123611
    PC83 > -0.4119613
    ->  class 1\|0  [0.956]

Rule 44/100: (21.7, lift 17.6)
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC26 <= 0.07205261
    PC50 > 0.01891323
    PC65 > 0.001818863
    PC85 > -0.08290759
    PC85 <= 0.2269193
    PC99 > -0.2468884
    ->  class 1\|0  [0.956]

Rule 44/101: (20.4, lift 17.6)
    PC3 > 1.640775
    PC10 <= 0.01598326
    PC15 > 0.1445608
    PC25 > -0.02772866
    PC26 <= 0.07205261
    PC100 <= 0.09832943
    ->  class 1\|0  [0.955]

Rule 44/102: (50.1/1.7, lift 17.5)
    PC2 > 2.5099
    PC3 > 1.640775
    PC15 > 0.1445608
    PC25 > -0.02772866
    PC26 <= 0.07205261
    PC66 > -0.4988811
    PC74 <= 0.2981315
    PC99 > -0.2468884
    PC100 > 0.09832943
    ->  class 1\|0  [0.949]

Rule 44/103: (29.7/0.7, lift 17.4)
    PC1 > -0.1923436
    PC3 <= 0.7181107
    PC10 <= 1.034898
    PC11 <= 1.360383
    PC29 > 0.2043393
    PC50 > -0.3291743
    PC50 <= -0.2382705
    ->  class 1\|0  [0.947]

Rule 44/104: (16.4, lift 17.4)
    PC2 > 2.5099
    PC3 > 1.640775
    PC15 > 0.1445608
    PC39 > 0.6040915
    PC85 <= 0.2269193
    ->  class 1\|0  [0.946]

Rule 44/105: (103.6/6.5, lift 17.1)
    PC1 > -0.1923436
    PC8 > -1.29224
    PC16 <= -0.8325126
    PC19 <= 2.408369
    PC21 <= 0.9193565
    PC80 <= -0.7609716
    ->  class 1\|0  [0.929]

Rule 44/106: (11.7, lift 17.1)
    PC1 > -0.1923436
    PC7 > -1.31707
    PC9 > 0.255966
    PC21 > 0.9193565
    ->  class 1\|0  [0.927]

Rule 44/107: (149.7/11.5, lift 16.9)
    PC2 > 2.5099
    PC3 > 1.640775
    PC7 <= 10.71877
    PC25 > -0.02772866
    PC26 <= 0.07205261
    PC50 > 0.01891323
    PC65 > 0.001818863
    PC66 > -0.4988811
    PC85 <= -0.1938126
    ->  class 1\|0  [0.918]

Rule 44/108: (131.7/30.2, lift 14.1)
    PC1 > -0.1923436
    PC8 > -1.29224
    PC16 <= -0.8325126
    PC17 > 0.4123633
    PC51 <= 0.3597144
    PC92 <= 0.362131
    ->  class 1\|0  [0.767]

Rule 44/109: (118.1, lift 15.1)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC74 > 0.2981315
    PC99 > -0.2468884
    ->  class 1\|1  [0.991]

Rule 44/110: (111.5/0.4, lift 15.1)
    PC1 > -0.1923436
    PC6 > 5.1094
    PC8 <= 0.4530201
    PC19 > -0.5922827
    ->  class 1\|1  [0.988]

Rule 44/111: (62.1, lift 15.0)
    PC1 > -0.1923436
    PC3 <= 0.7181107
    PC10 > 1.034898
    PC19 > -0.5922827
    ->  class 1\|1  [0.984]

Rule 44/112: (280.2/5.3, lift 14.9)
    PC2 <= 2.5099
    PC3 > 0.7181107
    PC8 > -1.29224
    PC16 <= -0.8325126
    PC17 <= 0.4123633
    PC21 <= 0.9193565
    PC33 <= 0.4198613
    PC51 <= 0.3597144
    PC80 > -0.7609716
    PC92 <= 0.362131
    ->  class 1\|1  [0.978]

Rule 44/113: (46, lift 14.9)
    PC3 > 0.7181107
    PC14 <= -1.925549
    PC19 <= 2.408369
    ->  class 1\|1  [0.978]

Rule 44/114: (34.1/0.2, lift 14.7)
    PC1 > -0.1923436
    PC3 <= 0.7181107
    PC11 <= 1.360383
    PC21 <= 0.9193565
    PC29 <= 0.2043393
    PC50 > -0.3291743
    PC50 <= -0.2382705
    PC75 <= 0.7123611
    ->  class 1\|1  [0.966]

Rule 44/115: (42.4/0.6, lift 14.7)
    PC1 > -0.1923436
    PC3 <= 0.7181107
    PC8 > -1.29224
    PC11 <= 1.360383
    PC21 <= 0.9193565
    PC24 <= 0.1525125
    PC50 <= -0.3291743
    PC75 <= 0.7123611
    ->  class 1\|1  [0.964]

Rule 44/116: (39.5/1.1, lift 14.5)
    PC1 <= 0.6041246
    PC2 <= 2.5099
    PC3 > 0.7181107
    PC16 > -0.8325126
    PC16 <= 0.3594292
    ->  class 1\|1  [0.950]

Rule 44/117: (52.3/2.3, lift 14.3)
    PC1 > 9.01109
    PC8 <= -1.29224
    PC11 > -0.9086791
    PC11 <= 5.630533
    ->  class 1\|1  [0.939]

Rule 44/118: (118/8.4, lift 14.1)
    PC2 > 2.5099
    PC3 > 1.640775
    PC15 > 0.1445608
    PC16 > -0.8879908
    PC22 > -2.091307
    PC63 > -1.577697
    PC64 > -1.090641
    PC65 <= 0.3792052
    PC83 > -0.5257682
    PC100 <= 0.6204069
    ->  class 1\|1  [0.921]

Rule 44/119: (51.4/3.8, lift 13.9)
    PC1 > -0.1923436
    PC3 <= 0.7181107
    PC8 > -1.29224
    PC19 > -0.5922827
    PC50 > -0.3291743
    PC67 > 0.3198653
    ->  class 1\|1  [0.910]

Rule 44/120: (27.7/2.7, lift 13.4)
    PC1 > -0.1923436
    PC3 <= 0.7181107
    PC8 > -1.29224
    PC11 <= 1.360383
    PC19 <= -0.5922827
    PC21 <= 0.9193565
    PC75 <= 0.7123611
    ->  class 1\|1  [0.874]

Rule 44/121: (5.9, lift 13.3)
    PC2 > 2.5099
    PC3 > 1.640775
    PC15 <= 0.1445608
    PC16 <= 0.2203798
    ->  class 1\|1  [0.873]

Rule 44/122: (22.5/2.2, lift 13.3)
    PC1 > -0.1923436
    PC3 <= 0.7181107
    PC8 > -1.29224
    PC11 > 1.360383
    PC21 <= 0.9193565
    PC42 <= 0.194362
    PC75 <= 0.7123611
    PC94 <= 0.7561185
    ->  class 1\|1  [0.869]

Rule 44/123: (45.2/8.8, lift 12.1)
    PC1 <= -0.1923436
    PC2 > -7.893059e-005
    PC2 <= 2.5099
    PC28 > -0.003268464
    ->  class 1\|1  [0.793]

Rule 44/124: (34.2/6.9, lift 11.9)
    PC2 <= 2.5099
    PC3 > 0.6834592
    PC3 <= 0.7181107
    PC8 > -1.29224
    PC11 <= 1.360383
    PC75 <= 0.7123611
    ->  class 1\|1  [0.781]

Rule 44/125: (19.8/4.6, lift 11.4)
    PC1 > -0.1923436
    PC2 <= 2.5099
    PC8 > -1.29224
    PC11 <= 1.360383
    PC21 <= 0.9193565
    PC50 > -0.2382705
    PC67 <= 0.3198653
    PC75 <= 0.7123611
    PC83 <= -0.4119613
    ->  class 1\|1  [0.745]

Rule 44/126: (1082.4/382.7, lift 9.9)
    PC3 > 1.640775
    PC15 > 0.1445608
    PC16 <= -0.8879908
    ->  class 1\|1  [0.646]

Rule 44/127: (131.8/0.7, lift 16.4)
    PC2 <= 2.5099
    PC3 > 0.7181107
    PC8 > -1.29224
    PC11 > -1.594386
    PC53 > -0.6122875
    PC55 > 0.3612134
    ->  class 1\|2  [0.987]

Rule 44/128: (84.6/0.8, lift 16.3)
    PC1 > -0.1923436
    PC3 <= 0.7181107
    PC8 > -1.29224
    PC11 > 1.360383
    PC21 <= 0.9193565
    PC42 > 0.194362
    ->  class 1\|2  [0.979]

Rule 44/129: (102.1/1.3, lift 16.3)
    PC1 > 9.01109
    PC3 <= 0.3122463
    PC11 > 5.630533
    PC71 > -0.6453353
    ->  class 1\|2  [0.978]

Rule 44/130: (42.1, lift 16.3)
    PC1 > -0.4112112
    PC2 <= 2.5099
    PC3 > 0.3122463
    PC8 <= -1.29224
    PC43 > 0.2196876
    ->  class 1\|2  [0.977]

Rule 44/131: (31.5, lift 16.2)
    PC1 > -0.1923436
    PC2 <= 2.5099
    PC8 > -1.29224
    PC16 > -0.8325126
    PC28 <= -0.3380407
    PC65 > 0.2830932
    ->  class 1\|2  [0.970]

Rule 44/132: (39.2/0.3, lift 16.1)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -0.8879908
    PC100 > 0.6204069
    ->  class 1\|2  [0.968]

Rule 44/133: (327.8/10.3, lift 16.1)
    PC2 <= 2.5099
    PC3 > 0.7181107
    PC8 > -1.29224
    PC11 <= 3.359121
    PC12 <= 2.690425
    PC15 <= 4.026697
    PC16 > 0.3594292
    PC19 <= 2.408369
    PC45 > -14.63849
    PC51 > -0.997888
    PC56 > -0.3994305
    PC65 <= 0.2830932
    PC80 > -1.411441
    ->  class 1\|2  [0.966]

Rule 44/134: (23.9, lift 16.0)
    PC2 > 2.5099
    PC3 > 1.640775
    PC15 > 0.1445608
    PC16 > -0.8879908
    PC65 > 0.3792052
    ->  class 1\|2  [0.961]

Rule 44/135: (20.6, lift 15.9)
    PC2 > 2.5099
    PC3 > 1.640775
    PC15 > 0.1445608
    PC16 > -0.8879908
    PC83 <= -0.5257682
    ->  class 1\|2  [0.956]

Rule 44/136: (19.8, lift 15.9)
    PC3 > 1.640775
    PC15 > 0.1445608
    PC16 > -0.8879908
    PC22 <= -2.091307
    ->  class 1\|2  [0.954]

Rule 44/137: (57.1/1.8, lift 15.9)
    PC1 > 0.6041246
    PC2 <= 2.5099
    PC3 > 0.7181107
    PC8 > -1.29224
    PC16 > -0.8325126
    PC16 <= 0.3594292
    PC19 <= 2.408369
    PC65 <= 0.2830932
    ->  class 1\|2  [0.953]

Rule 44/138: (19.1, lift 15.9)
    PC2 <= 2.5099
    PC8 > -1.29224
    PC21 <= 0.9193565
    PC28 > -0.3380407
    PC52 <= -4.244002
    ->  class 1\|2  [0.953]

Rule 44/139: (367.5/17.7, lift 15.8)
    PC2 <= 2.5099
    PC3 > 0.7181107
    PC8 > -1.29224
    PC10 > -0.3562581
    PC11 <= 3.359121
    PC12 <= 2.690425
    PC15 <= 4.026697
    PC16 > 0.3594292
    PC19 <= 2.408369
    PC45 > -14.63849
    PC51 > -0.997888
    PC65 <= 0.2479686
    PC80 > -1.411441
    ->  class 1\|2  [0.949]

Rule 44/140: (17.6, lift 15.8)
    PC3 > 0.7181107
    PC16 > -0.8325126
    PC34 <= -1.19229
    ->  class 1\|2  [0.949]

Rule 44/141: (16.1, lift 15.7)
    PC2 > 2.5099
    PC3 > 1.640775
    PC15 > 0.1445608
    PC16 > -0.8879908
    PC63 <= -1.577697
    ->  class 1\|2  [0.945]

Rule 44/142: (33/0.9, lift 15.7)
    PC1 > 1.605803
    PC8 <= -1.29224
    PC18 <= -0.4907338
    ->  class 1\|2  [0.944]

Rule 44/143: (14.7, lift 15.6)
    PC1 > -0.1923436
    PC2 <= 2.5099
    PC3 > 0.7181107
    PC8 > -1.29224
    PC16 <= -0.8325126
    PC19 <= 2.408369
    PC21 <= 0.9193565
    PC80 > -0.7609716
    PC92 > 0.362131
    ->  class 1\|2  [0.939]

Rule 44/144: (11.3, lift 15.4)
    PC3 > 1.640775
    PC15 > 0.1445608
    PC16 > -0.8879908
    PC64 <= -1.090641
    ->  class 1\|2  [0.925]

Rule 44/145: (26.3/1.8, lift 15.0)
    PC1 > -0.1923436
    PC2 <= 2.5099
    PC3 > 0.7181107
    PC8 > -1.29224
    PC16 <= -0.8325126
    PC51 > 0.3597144
    ->  class 1\|2  [0.900]

Rule 44/146: (7.2, lift 14.8)
    PC1 > -0.1923436
    PC2 <= 2.5099
    PC3 > 0.7181107
    PC4 > 0.8179777
    PC65 > 0.2830932
    ->  class 1\|2  [0.891]

Rule 44/147: (24.5/2.3, lift 14.6)
    PC1 > -0.4112112
    PC3 > 0.3122463
    PC8 <= -1.29224
    PC21 <= -1.145926
    ->  class 1\|2  [0.877]

Rule 44/148: (104.6/18.3, lift 13.6)
    PC3 > 0.7181107
    PC14 > -1.925549
    PC21 <= 0.9193565
    PC25 <= 0.4491563
    PC52 > -4.244002
    PC59 <= -0.9888341
    ->  class 1\|2  [0.819]

Rule 44/149: (25/8.6, lift 10.7)
    PC3 > 0.7181107
    PC10 <= 0.5802347
    PC19 > 2.408369
    ->  class 1\|2  [0.643]

Rule 44/150: (359.3/139.1, lift 10.2)
    PC2 > 2.5099
    PC3 > 1.640775
    PC15 <= 0.1445608
    ->  class 1\|2  [0.612]

Rule 44/151: (99.4, lift 15.7)
    PC1 > -0.1923436
    PC2 <= 2.5099
    PC3 > 0.7181107
    PC10 <= -0.3562581
    PC11 <= 3.359121
    PC56 <= -0.3994305
    ->  class 1\|3  [0.990]

Rule 44/152: (92.8/0.5, lift 15.6)
    PC1 > -0.4112112
    PC2 <= 2.5099
    PC3 > 0.3122463
    PC8 <= -1.29224
    PC18 <= 0.3290542
    PC21 > -1.145926
    PC43 <= 0.2196876
    ->  class 1\|3  [0.984]

Rule 44/153: (40.2, lift 15.5)
    PC3 > 0.7181107
    PC8 > -1.29224
    PC15 > 4.026697
    PC16 > -0.8325126
    ->  class 1\|3  [0.976]

Rule 44/154: (423.5/17.9, lift 15.2)
    PC3 > 0.7181107
    PC4 <= 0.8179777
    PC8 > -1.29224
    PC16 > -0.8325126
    PC21 <= 0.9193565
    PC25 <= 0.4491563
    PC28 > -0.3380407
    PC34 > -1.19229
    PC52 > -4.244002
    PC55 <= 0.3612134
    PC59 > -0.9888341
    PC65 > 0.2830932
    ->  class 1\|3  [0.956]

Rule 44/155: (19.7, lift 15.1)
    PC2 <= 2.5099
    PC45 <= -14.63849
    ->  class 1\|3  [0.954]

Rule 44/156: (52.2/1.6, lift 15.1)
    PC1 <= -0.1923436
    PC2 > -7.893059e-005
    PC2 <= 2.5099
    PC3 > 0.5259567
    PC28 <= -0.003268464
    ->  class 1\|3  [0.952]

Rule 44/157: (130.7/7.5, lift 14.9)
    PC1 <= 1.683852
    PC2 > 2.5099
    PC3 > 1.640775
    PC3 <= 9.230502
    PC15 <= 0.1445608
    PC48 > 0.2171234
    PC80 <= 0.4327551
    PC86 > -2.043169
    ->  class 1\|3  [0.936]

Rule 44/158: (10.4, lift 14.6)
    PC2 <= 2.5099
    PC3 > 0.7181107
    PC15 <= 4.026697
    PC56 <= -0.3994305
    PC65 > 0.2479686
    PC65 <= 0.2830932
    ->  class 1\|3  [0.919]

Rule 44/159: (126.6/9.6, lift 14.6)
    PC2 <= 2.5099
    PC3 > 0.7181107
    PC16 > 0.3594292
    PC51 <= -0.997888
    ->  class 1\|3  [0.918]

Rule 44/160: (4.6, lift 13.5)
    PC1 > -0.1923436
    PC12 > 2.690425
    PC14 > -1.925549
    PC16 > -0.8325126
    PC19 <= 2.408369
    PC21 <= 0.9193565
    ->  class 1\|3  [0.849]

Rule 44/161: (18.8/3.3, lift 12.6)
    PC3 > 0.7181107
    PC11 > 3.359121
    PC16 > 0.3594292
    ->  class 1\|3  [0.794]

Rule 44/162: (6.5/0.8, lift 12.5)
    PC2 <= 2.5099
    PC3 > 0.7181107
    PC16 > 0.3594292
    PC65 <= 0.2830932
    PC80 <= -1.411441
    ->  class 1\|3  [0.790]

Rule 44/163: (45.3/10.1, lift 12.2)
    PC1 > -0.1923436
    PC11 <= -1.594386
    PC28 > -0.3380407
    PC53 > -0.6122875
    PC55 > 0.3612134
    PC65 > 0.2830932
    ->  class 1\|3  [0.766]

Rule 44/164: (34.2/9.8, lift 11.2)
    PC2 <= 2.5099
    PC7 <= -1.31707
    PC8 > -1.29224
    PC21 > 0.9193565
    ->  class 1\|3  [0.702]

Rule 44/165: (71, lift 15.0)
    PC1 <= -0.1923436
    PC8 > 2.359055
    PC20 <= -0.0214092
    PC71 <= 0.9115143
    PC89 > 0.5166093
    ->  class 2\|0  [0.986]

Rule 44/166: (61.5, lift 15.0)
    PC1 > -0.1923436
    PC8 > -1.29224
    PC9 <= 0.255966
    PC14 <= 0.2779754
    PC21 > 0.9193565
    PC71 > -0.7803868
    ->  class 2\|0  [0.984]

Rule 44/167: (46.6, lift 14.9)
    PC1 <= -0.1923436
    PC2 <= -7.893059e-005
    PC8 > -1.29224
    PC8 <= 2.359055
    PC10 <= -0.1721519
    PC32 > 1.23735
    PC74 > 0.03261773
    ->  class 2\|0  [0.979]

Rule 44/168: (76.6/0.8, lift 14.9)
    PC8 > 0.6813645
    PC8 <= 2.359055
    PC12 > -0.275174
    PC16 <= 0.5831272
    PC19 <= -0.4432499
    PC27 > -0.658873
    PC57 > 0.2161626
    PC63 <= -0.009220163
    PC73 > -0.6648026
    ->  class 2\|0  [0.977]

Rule 44/169: (1182.8/567.3, lift 7.9)
    PC1 <= -0.1923436
    PC2 <= 2.5099
    PC8 > 2.359055
    ->  class 2\|0  [0.520]

Rule 44/170: (1485.1/977.7, lift 5.2)
    PC1 <= -0.1923436
    PC2 > -7.893059e-005
    PC2 <= 2.5099
    ->  class 2\|0  [0.342]

Rule 44/171: (194.9, lift 10.4)
    PC1 <= -0.1923436
    PC8 > 2.359055
    PC19 > -1.340442
    PC20 > -0.0214092
    PC21 <= 2.285418
    PC23 <= 1.600178
    ->  class 2\|1  [0.995]

Rule 44/172: (116.8, lift 10.4)
    PC1 <= -0.1923436
    PC8 > 2.359055
    PC20 > -0.0214092
    PC21 <= 2.285418
    PC23 <= 1.600178
    PC81 > -0.05524703
    ->  class 2\|1  [0.992]

Rule 44/173: (88.8, lift 10.3)
    PC1 <= -0.1923436
    PC2 <= -7.893059e-005
    PC8 > 0.6813645
    PC71 > 0.9115143
    ->  class 2\|1  [0.989]

Rule 44/174: (83.1, lift 10.3)
    PC1 <= -0.1923436
    PC8 > 2.359055
    PC12 <= -1.903574
    PC62 <= 0.6674148
    ->  class 2\|1  [0.988]

Rule 44/175: (79.4, lift 10.3)
    PC2 <= -7.893059e-005
    PC8 > 0.6813645
    PC11 > -0.9337804
    PC20 <= -0.0214092
    PC28 > 0.1506456
    ->  class 2\|1  [0.988]

Rule 44/176: (50.2, lift 10.3)
    PC8 > -1.29224
    PC35 <= -4.174728
    PC57 > -0.009076282
    PC67 <= 0.4913049
    ->  class 2\|1  [0.981]

Rule 44/177: (43.3, lift 10.2)
    PC1 <= -0.1923436
    PC8 > 2.359055
    PC11 <= -0.9337804
    ->  class 2\|1  [0.978]

Rule 44/178: (37/0.4, lift 10.1)
    PC1 <= -0.1923436
    PC2 <= 2.5099
    PC8 > -1.29224
    PC52 > 0.3635035
    PC57 <= -0.009076282
    ->  class 2\|1  [0.965]

Rule 44/179: (141.2/4.4, lift 10.1)
    PC1 <= -0.1923436
    PC8 > 2.359055
    PC20 <= -0.0214092
    PC21 <= 0.7489343
    PC56 > -0.5912693
    PC60 <= 1.040243
    PC70 > -0.03947955
    PC89 <= 0.5166093
    PC94 > -0.7367196
    PC95 <= 0.3490221
    PC98 <= 0.3771828
    ->  class 2\|1  [0.963]

Rule 44/180: (19.3, lift 10.0)
    PC1 <= -0.1923436
    PC2 <= 2.5099
    PC8 > -1.29224
    PC20 > -0.272819
    PC46 > 1.739855
    PC57 <= -0.009076282
    PC60 <= 0.04692408
    ->  class 2\|1  [0.953]

Rule 44/181: (130.9/11.4, lift 9.5)
    PC1 <= -0.1923436
    PC8 > 2.359055
    PC16 > -0.347996
    PC62 > 0.6674148
    ->  class 2\|1  [0.907]

Rule 44/182: (8.3, lift 9.4)
    PC2 <= 2.5099
    PC3 <= 0.3122463
    PC8 > -3.393956
    PC14 <= -1.706717
    PC28 <= -0.2747726
    ->  class 2\|1  [0.903]

Rule 44/183: (63.6/5.4, lift 9.4)
    PC2 <= -7.893059e-005
    PC8 > 2.359055
    PC8 <= 2.902146
    PC19 > -1.37231
    PC21 > 0.7489343
    ->  class 2\|1  [0.902]

Rule 44/184: (56.1/5.3, lift 9.3)
    PC1 <= -0.1923436
    PC2 <= -7.893059e-005
    PC8 > 0.6813645
    PC54 <= -2.008829
    ->  class 2\|1  [0.892]

Rule 44/185: (53.8/12.3, lift 8.0)
    PC1 <= -0.1923436
    PC2 <= 2.5099
    PC3 <= -1.613911
    PC8 <= 0.6813645
    ->  class 2\|1  [0.761]

Rule 44/186: (28.9/9.7, lift 6.8)
    PC1 <= -0.1923436
    PC2 <= 2.5099
    PC8 > -1.29224
    PC8 <= 0.6813645
    PC57 <= -0.009076282
    PC59 <= -0.200079
    PC60 <= 0.04692408
    ->  class 2\|1  [0.653]

Rule 44/187: (8189.4/6310.3, lift 2.4)
    PC2 <= 2.5099
    PC8 > -1.29224
    ->  class 2\|1  [0.230]

Rule 44/188: (111.2, lift 11.1)
    PC1 <= 9.01109
    PC2 <= 2.5099
    PC6 <= 0.6326526
    PC8 > -3.393956
    PC8 <= -1.29224
    PC10 > -0.4798915
    PC14 > -3.512203
    PC37 <= 1.408006
    PC38 <= 1.148018
    PC44 <= 0.0293138
    PC56 > -0.6800674
    PC90 > 0.3017717
    ->  class 2\|2  [0.991]

Rule 44/189: (71.1, lift 11.1)
    PC1 <= -0.1923436
    PC2 <= 2.5099
    PC8 > -1.29224
    PC8 <= 0.6813645
    PC32 <= -0.7974678
    PC34 <= 0.317053
    PC44 <= 0.4778769
    ->  class 2\|2  [0.986]

Rule 44/190: (60.2, lift 11.0)
    PC1 > -0.1923436
    PC3 <= 0.7181107
    PC8 > -1.29224
    PC11 > -0.4281766
    PC21 <= 0.9193565
    PC27 <= 0.3149813
    PC33 <= 0.27751
    PC47 <= -0.02200633
    PC60 <= -0.5171735
    PC75 > 0.7123611
    ->  class 2\|2  [0.984]

Rule 44/191: (50.9, lift 11.0)
    PC1 <= 9.01109
    PC3 <= 0.3122463
    PC8 > -3.393956
    PC8 <= -1.29224
    PC10 > -0.4798915
    PC30 > 0.2337483
    PC44 <= 0.0293138
    PC62 > -0.4959391
    ->  class 2\|2  [0.981]

Rule 44/192: (43.8/0.1, lift 10.9)
    PC2 <= 2.5099
    PC3 <= 0.3122463
    PC8 > -3.393956
    PC8 <= -1.29224
    PC17 > -0.3588226
    PC28 > -0.2747726
    PC37 <= 1.408006
    PC89 <= -0.7680593
    ->  class 2\|2  [0.976]

Rule 44/193: (33.2, lift 10.9)
    PC8 > -1.29224
    PC8 <= 0.189346
    PC9 > 5.172433
    PC23 > -0.9654831
    PC28 > -0.1040169
    PC35 > -4.174728
    PC62 > -1.091242
    PC67 <= 0.4913049
    ->  class 2\|2  [0.971]

Rule 44/194: (49.7/0.6, lift 10.9)
    PC1 <= -0.1923436
    PC2 <= 2.5099
    PC8 <= 2.359055
    PC20 > 0.1547522
    PC40 <= -1.524469
    PC57 <= 0.2161626
    ->  class 2\|2  [0.969]

Rule 44/195: (28.4, lift 10.9)
    PC1 <= -0.1923436
    PC2 <= 2.5099
    PC8 > -1.29224
    PC8 <= 0.6813645
    PC17 > -1.642769
    PC34 <= 0.826353
    PC57 > -0.009076282
    PC67 > 0.4913049
    PC96 > 0.493143
    ->  class 2\|2  [0.967]

Rule 44/196: (28.4, lift 10.9)
    PC2 <= 2.5099
    PC8 > -3.393956
    PC8 <= -1.29224
    PC17 > -0.3588226
    PC93 > 1.904754
    ->  class 2\|2  [0.967]

Rule 44/197: (33.2/0.3, lift 10.8)
    PC1 <= 9.01109
    PC2 <= 2.5099
    PC3 <= 0.3122463
    PC8 > -3.393956
    PC8 <= -1.29224
    PC10 > -0.4798915
    PC18 > -0.4907338
    PC34 > 0.5688776
    PC44 <= 0.0293138
    ->  class 2\|2  [0.964]

Rule 44/198: (24.8, lift 10.8)
    PC1 <= -0.1923436
    PC2 <= 2.5099
    PC8 > -1.29224
    PC8 <= 2.359055
    PC20 > 0.1547522
    PC32 <= 1.23735
    PC41 <= -1.364455
    ->  class 2\|2  [0.963]

Rule 44/199: (16, lift 10.6)
    PC1 <= -0.1923436
    PC2 <= 2.5099
    PC8 <= 0.6813645
    PC17 > -1.642769
    PC34 > 0.826353
    PC90 <= -0.6859746
    ->  class 2\|2  [0.945]

Rule 44/200: (15.6, lift 10.6)
    PC1 <= -0.1923436
    PC2 <= -7.893059e-005
    PC3 > -1.613911
    PC8 > -1.29224
    PC8 <= 0.6813645
    PC44 <= 0.4778769
    PC49 <= -0.4810588
    PC57 > -0.009076282
    PC62 > -1.091242
    ->  class 2\|2  [0.943]

Rule 44/201: (74.1/3.5, lift 10.6)
    PC1 <= -0.1923436
    PC2 <= 2.5099
    PC3 > -1.613911
    PC8 > -1.29224
    PC8 <= 0.189346
    PC23 > -0.9654831
    PC34 > 0.317053
    PC34 <= 0.826353
    PC44 <= 0.4778769
    PC57 > -0.009076282
    PC62 > -1.091242
    PC68 > -1.437581
    ->  class 2\|2  [0.941]

Rule 44/202: (574.1/35.3, lift 10.5)
    PC1 <= -0.1923436
    PC2 <= 2.5099
    PC3 > -1.613911
    PC3 <= 0.4628476
    PC8 > -1.29224
    PC8 <= 0.6813645
    PC20 > -0.272819
    PC32 <= 1.090549
    PC46 <= 1.739855
    PC57 <= -0.009076282
    PC59 > -0.200079
    PC60 <= 0.04692408
    PC76 <= 0.6715252
    PC88 > -0.2962173
    ->  class 2\|2  [0.937]

Rule 44/203: (37.3/1.6, lift 10.5)
    PC8 > -3.393956
    PC8 <= -1.29224
    PC10 > -0.4798915
    PC17 > -0.3588226
    PC19 > 2.216884
    PC37 <= 0.8302118
    PC61 <= 0.4309536
    ->  class 2\|2  [0.934]

Rule 44/204: (158.1/10.3, lift 10.4)
    PC2 <= 2.5099
    PC8 > -3.393956
    PC8 <= -1.29224
    PC10 > -0.4798915
    PC14 > -3.512203
    PC19 > -3.025241
    PC42 <= -0.149417
    PC44 <= 0.0293138
    PC61 > -1.783631
    PC62 > -0.4959391
    PC86 > -0.4700229
    ->  class 2\|2  [0.930]

Rule 44/205: (11.9, lift 10.4)
    PC2 <= 2.5099
    PC8 > -1.29224
    PC8 <= 0.6813645
    PC66 <= -1.663453
    ->  class 2\|2  [0.928]

Rule 44/206: (14.4/0.3, lift 10.4)
    PC2 <= 2.5099
    PC8 > -3.393956
    PC8 <= -1.29224
    PC10 > -0.4798915
    PC28 <= -0.1648727
    PC44 <= 0.0293138
    PC62 > -0.4959391
    PC90 <= 0.3017717
    ->  class 2\|2  [0.923]

Rule 44/207: (11, lift 10.3)
    PC1 <= 9.01109
    PC3 <= 0.3122463
    PC8 > -3.393956
    PC8 <= -1.29224
    PC10 > -0.4798915
    PC17 > -0.3588226
    PC28 > -0.2747726
    PC37 > 0.8302118
    PC44 > 0.0293138
    PC45 <= 0.4309001
    ->  class 2\|2  [0.922]

Rule 44/208: (341.4/30, lift 10.2)
    PC1 <= -0.1923436
    PC2 <= -7.893059e-005
    PC8 > -1.29224
    PC8 <= 2.359055
    PC20 > 0.1547522
    PC34 > -0.3005944
    PC42 <= 0.08139865
    PC47 > -0.2983666
    PC50 <= 0.1810449
    PC57 <= 0.2161626
    PC79 <= 0.1368452
    PC100 > -0.7142457
    ->  class 2\|2  [0.910]

Rule 44/209: (7.6, lift 10.0)
    PC1 <= -0.1923436
    PC8 > 0.6813645
    PC8 <= 2.359055
    PC19 <= -0.4432499
    PC57 > 0.2161626
    PC98 <= -0.6215178
    ->  class 2\|2  [0.895]

Rule 44/210: (468.7/54.3, lift 9.9)
    PC1 <= -0.1923436
    PC2 <= 2.5099
    PC3 > -1.613911
    PC8 > -1.29224
    PC8 <= 0.6813645
    PC19 > -3.828484
    PC28 > -0.04577455
    PC34 <= 0.826353
    PC52 <= 0.3635035
    PC57 <= -0.009076282
    ->  class 2\|2  [0.883]

Rule 44/211: (16.3/1.2, lift 9.9)
    PC1 <= 9.01109
    PC3 <= 0.3122463
    PC8 > -3.393956
    PC8 <= -1.29224
    PC10 > -0.4798915
    PC17 > -0.3588226
    PC22 > 0.6503007
    PC44 > 0.0293138
    PC61 <= 0.4309536
    ->  class 2\|2  [0.878]

Rule 44/212: (27.8/3.9, lift 9.4)
    PC1 <= 9.01109
    PC2 <= 2.5099
    PC3 <= 0.3122463
    PC8 > -1.355398
    PC8 <= -1.29224
    PC19 > -3.025241
    PC44 <= 0.0293138
    ->  class 2\|2  [0.835]

Rule 44/213: (27.5/4.1, lift 9.3)
    PC1 <= -0.1923436
    PC2 <= -7.893059e-005
    PC8 > -1.29224
    PC8 <= 0.6813645
    PC28 <= -0.1040169
    PC44 <= 0.4778769
    PC57 > -0.009076282
    PC62 > -1.091242
    PC67 <= 0.4913049
    ->  class 2\|2  [0.828]

Rule 44/214: (3.8, lift 9.3)
    PC8 > -3.393956
    PC8 <= -1.29224
    PC71 > 12.00661
    ->  class 2\|2  [0.828]

Rule 44/215: (6.2/0.7, lift 8.9)
    PC2 <= 2.5099
    PC8 <= -1.29224
    PC18 <= -0.4907338
    PC92 > 0.1523497
    ->  class 2\|2  [0.796]

Rule 44/216: (86.3/18.4, lift 8.8)
    PC1 <= 9.01109
    PC3 <= 0.3122463
    PC8 > -1.617726
    PC8 <= -1.29224
    PC9 <= 10.4025
    PC14 > -3.512203
    PC19 > -3.025241
    PC44 <= 0.0293138
    PC62 > -0.4959391
    ->  class 2\|2  [0.780]

Rule 44/217: (5.6/0.7, lift 8.7)
    PC1 <= -0.1923436
    PC2 <= 2.5099
    PC8 > 2.359055
    PC23 > 1.600178
    ->  class 2\|2  [0.771]

Rule 44/218: (32.2/6.9, lift 8.6)
    PC1 <= -0.1923436
    PC2 <= -7.893059e-005
    PC8 > 0.6813645
    PC8 <= 2.359055
    PC19 > -0.4432499
    PC44 <= -0.04716039
    PC48 <= 0.1814598
    PC57 > 0.2161626
    ->  class 2\|2  [0.769]

Rule 44/219: (78.3/28.9, lift 7.0)
    PC1 <= -0.1923436
    PC2 <= 2.5099
    PC8 <= 2.359055
    PC32 <= 1.23735
    PC57 <= 0.2161626
    PC86 > 0.9622274
    ->  class 2\|2  [0.628]

Rule 44/220: (19.6/7.1, lift 7.0)
    PC3 <= 0.3122463
    PC8 > -3.393956
    PC8 <= -1.29224
    PC17 <= -0.3588226
    PC44 > 0.0293138
    PC44 <= 0.06841609
    PC45 <= 0.4309001
    ->  class 2\|2  [0.622]

Rule 44/221: (84.1, lift 9.2)
    PC2 <= 2.5099
    PC8 <= -3.393956
    PC18 > -0.4907338
    PC21 > -0.9669477
    PC44 <= 0.9387599
    PC59 > 0.1216444
    PC79 > -0.4228042
    PC85 <= 0.6262952
    ->  class 2\|3  [0.988]

Rule 44/222: (47.3, lift 9.1)
    PC2 <= -7.893059e-005
    PC8 > -1.29224
    PC8 <= 0.6813645
    PC23 > -0.9654831
    PC34 <= 0.826353
    PC57 > -0.009076282
    PC62 <= -1.091242
    PC67 <= 0.4913049
    PC68 > -1.437581
    ->  class 2\|3  [0.979]

Rule 44/223: (34.2/0.2, lift 8.9)
    PC1 <= 9.01109
    PC2 <= 2.5099
    PC3 <= 0.3122463
    PC8 > -1.655082
    PC8 <= -1.29224
    PC36 > -0.7833967
    PC44 > 0.0293138
    PC47 <= -0.244145
    PC61 > 0.4309536
    ->  class 2\|3  [0.966]

Rule 44/224: (153.8/5.5, lift 8.9)
    PC2 <= -7.893059e-005
    PC3 > -1.613911
    PC8 > -1.29224
    PC8 <= 0.189346
    PC9 <= 5.172433
    PC28 > -0.1040169
    PC29 > -0.1203038
    PC32 > -0.7974678
    PC34 <= 0.317053
    PC49 > -0.4810588
    PC57 > -0.009076282
    PC67 <= 0.4913049
    PC68 > -1.437581
    ->  class 2\|3  [0.958]

Rule 44/225: (108.3/6.7, lift 8.6)
    PC1 <= -0.1923436
    PC2 <= 2.5099
    PC8 > -1.29224
    PC8 <= 0.189346
    PC23 > -0.9654831
    PC29 > -0.1203038
    PC34 <= 0.826353
    PC44 > 0.4778769
    PC57 > -0.009076282
    PC66 > -1.663453
    PC67 <= 0.4913049
    PC68 > -1.437581
    ->  class 2\|3  [0.930]

Rule 44/226: (10.8, lift 8.5)
    PC1 <= -0.1923436
    PC8 > -1.29224
    PC8 <= 0.6813645
    PC19 <= -3.828484
    ->  class 2\|3  [0.922]

Rule 44/227: (55.2/4, lift 8.5)
    PC1 <= -0.1923436
    PC2 <= -7.893059e-005
    PC6 > -0.4967884
    PC8 <= 0.6813645
    PC34 > 0.826353
    PC90 > -0.6859746
    ->  class 2\|3  [0.913]

Rule 44/228: (26.2/3.1, lift 7.9)
    PC1 <= -0.1923436
    PC2 <= 2.5099
    PC8 > -1.29224
    PC8 <= 0.6813645
    PC10 > -0.4180447
    PC28 <= -0.04577455
    PC57 <= -0.009076282
    PC60 > 0.04692408
    ->  class 2\|3  [0.854]

Rule 44/229: (12499.6/10346.5, lift 1.6)
    PC2 <= 2.5099
    ->  class 2\|3  [0.172]

Rule 44/230: (754/0.7, lift 12.0)
    PC1 <= 1.605803
    PC2 <= 2.5099
    PC3 <= 0.3122463
    PC8 <= -1.29224
    PC18 <= -0.4907338
    PC86 > -0.588634
    PC92 <= 0.1523497
    ->  class 2\|4  [0.998]

Rule 44/231: (634.1/0.7, lift 12.0)
    PC3 <= 0.3122463
    PC8 <= -3.393956
    PC15 > 0.4062843
    PC19 <= -1.57487
    PC71 > -0.4218434
    ->  class 2\|4  [0.997]

Rule 44/232: (122.6/0.2, lift 11.9)
    PC6 <= 0.1860192
    PC8 <= -3.393956
    PC21 > -0.9669477
    PC27 > -0.1385894
    PC36 <= 0.9032384
    PC43 > -0.2697562
    PC59 <= 0.1216444
    PC85 > 0.1930591
    PC89 <= 0.6054504
    PC91 <= -0.05649258
    PC92 > -0.06374104
    PC94 <= 0.7989936
    ->  class 2\|4  [0.990]

Rule 44/233: (93.2, lift 11.9)
    PC1 <= 9.01109
    PC8 <= -3.393956
    PC15 <= 0.4062843
    PC44 > 0.9387599
    PC71 > -0.4218434
    PC94 <= 0.7989936
    ->  class 2\|4  [0.989]

Rule 44/234: (69.8/0.2, lift 11.8)
    PC8 <= -3.393956
    PC15 <= 0.4062843
    PC21 <= -0.9669477
    PC39 <= 0.3041854
    PC71 > -0.4218434
    PC89 <= 0.6054504
    PC92 > -0.06374104
    ->  class 2\|4  [0.984]

Rule 44/235: (55.3, lift 11.8)
    PC3 <= 0.3122463
    PC8 > -3.393956
    PC8 <= -1.29224
    PC14 > -1.706717
    PC28 <= -0.2747726
    PC62 <= 0.544266
    ->  class 2\|4  [0.983]

Rule 44/236: (93.5/1.7, lift 11.7)
    PC5 <= 2.03445
    PC8 <= -3.393956
    PC17 > -0.9859317
    PC19 <= 4.385575
    PC39 <= 0.3041854
    PC79 > -0.4228042
    PC85 > 0.6262952
    ->  class 2\|4  [0.972]

Rule 44/237: (223.2/5.9, lift 11.6)
    PC2 > -6.307593
    PC2 <= 2.5099
    PC5 <= 2.03445
    PC8 <= -3.393956
    PC17 > -0.9859317
    PC29 <= 0.1272692
    PC37 <= 1.629034
    PC79 <= -0.4228042
    ->  class 2\|4  [0.969]

Rule 44/238: (184.9/6.4, lift 11.5)
    PC1 <= 9.01109
    PC8 <= -3.393956
    PC15 <= 0.4062843
    PC16 <= -0.2013376
    PC47 <= -0.39638
    PC71 > -0.4218434
    PC94 <= 0.7989936
    ->  class 2\|4  [0.960]

Rule 44/239: (107.3/3.5, lift 11.5)
    PC1 <= 9.01109
    PC3 <= 0.3122463
    PC8 > -3.393956
    PC8 <= -1.655082
    PC17 > -0.3588226
    PC19 > -3.025241
    PC36 > -0.7833967
    PC44 > 0.0293138
    PC47 <= -0.244145
    PC61 > 0.4309536
    ->  class 2\|4  [0.959]

Rule 44/240: (56.1/1.8, lift 11.4)
    PC1 <= 9.01109
    PC3 <= 0.3122463
    PC8 > -3.393956
    PC8 <= -1.29224
    PC10 > -0.4798915
    PC19 <= -3.025241
    PC36 > -0.7833967
    PC72 > -0.2271959
    PC95 > 0.1027395
    ->  class 2\|4  [0.952]

Rule 44/241: (10.7, lift 11.1)
    PC1 <= 9.01109
    PC3 <= 0.3122463
    PC8 <= -1.29224
    PC16 > 0.4453631
    PC17 > -0.3588226
    PC44 > 0.0293138
    PC61 <= 0.4309536
    PC89 > -0.7680593
    PC93 <= 1.904754
    ->  class 2\|4  [0.921]

Rule 44/242: (79.6/5.7, lift 11.0)
    PC1 <= 9.01109
    PC3 <= 0.3122463
    PC8 <= -3.393956
    PC17 > -0.9859317
    PC26 <= -2.575013
    ->  class 2\|4  [0.917]

Rule 44/243: (29.7/6.8, lift 9.0)
    PC1 <= 9.01109
    PC8 > -3.393956
    PC8 <= -1.29224
    PC10 > -0.4798915
    PC37 > 1.408006
    PC45 <= 0.4309001
    ->  class 2\|4  [0.753]

Rule 44/244: (48.6/13.5, lift 8.6)
    PC2 <= 2.5099
    PC3 <= 0.3122463
    PC8 > -3.393956
    PC8 <= -1.29224
    PC36 > -0.7833967
    PC45 > 0.4309001
    ->  class 2\|4  [0.714]

Default class: 2\|3

-----  Trial 45:  -----

Rules:

Rule 45/1: (154.9, lift 15.5)
    PC1 <= -0.5764722
    PC3 > -4.942089
    PC13 <= 8.891523
    PC18 > 2.866668
    PC22 > -0.2273211
    PC26 <= 0.639465
    PC54 <= 1.459367
    PC55 > -0.4774561
    PC64 <= -0.2504965
    PC87 > -1.130408
    ->  class 0\|0  [0.994]

Rule 45/2: (132.2/0.5, lift 15.4)
    PC4 <= 10.01577
    PC13 <= 8.891523
    PC18 > 2.866668
    PC55 > -0.4774561
    PC63 <= 1.68656
    PC70 <= -1.038659
    PC81 <= 2.041869
    PC87 > -1.130408
    ->  class 0\|0  [0.989]

Rule 45/3: (102.5/1, lift 15.3)
    PC4 <= 10.01577
    PC13 <= 8.891523
    PC18 > 2.09492
    PC22 > -0.2273211
    PC55 > -0.4774561
    PC75 > 0.3460945
    PC87 > -1.130408
    ->  class 0\|0  [0.981]

Rule 45/4: (54.8/0.3, lift 15.3)
    PC2 > 2.57978
    PC3 <= 1.640775
    PC5 <= 1.390464
    PC13 <= 0.8367534
    PC14 > 0.3452199
    PC18 > -0.4683644
    PC18 <= 2.09492
    PC22 > -0.2273211
    PC28 > -0.104651
    ->  class 0\|0  [0.977]

Rule 45/5: (21.9, lift 15.0)
    PC13 <= 8.891523
    PC18 > 2.09492
    PC18 <= 2.866668
    PC28 <= 3.364948
    PC48 > 0.5067244
    ->  class 0\|0  [0.958]

Rule 45/6: (21.5, lift 15.0)
    PC2 > 2.57978
    PC5 <= 1.390464
    PC13 <= 0.8367534
    PC14 > 0.3452199
    PC18 > -0.4683644
    PC22 > -0.2273211
    PC38 > 0.9440858
    ->  class 0\|0  [0.957]

Rule 45/7: (16.3, lift 14.8)
    PC1 > -0.7254466
    PC18 > 1.224285
    PC40 > -1.122004
    PC59 > -2.167428
    PC83 <= -1.984295
    ->  class 0\|0  [0.945]

Rule 45/8: (37.9/1.2, lift 14.8)
    PC2 <= 4.801399
    PC18 > 1.224285
    PC22 <= -0.2273211
    PC55 > -0.04403881
    PC59 > -2.167428
    PC83 <= 0.7338921
    ->  class 0\|0  [0.945]

Rule 45/9: (386.9/22, lift 14.7)
    PC1 > -0.5764722
    PC18 > 2.09492
    PC22 > -0.2273211
    PC52 <= 0.7673496
    PC55 > -0.4774561
    ->  class 0\|0  [0.941]

Rule 45/10: (111.2/5.8, lift 14.7)
    PC13 <= 8.891523
    PC18 > 2.09492
    PC22 > -0.2273211
    PC28 <= 3.364948
    PC32 > 0.9360902
    ->  class 0\|0  [0.940]

Rule 45/11: (256.4/19.3, lift 14.4)
    PC1 <= -0.5814493
    PC3 > -4.942089
    PC7 > -0.966468
    PC12 > -1.009742
    PC16 > -1.175237
    PC18 > 2.866668
    PC22 > -0.2273211
    PC26 > -0.1368197
    PC37 > -1.848276
    PC54 <= 1.459367
    PC61 > -0.8433518
    PC64 > -0.2050932
    PC79 <= 0.5957879
    PC85 > -0.2807045
    ->  class 0\|0  [0.922]

Rule 45/12: (9, lift 14.2)
    PC2 > 2.57978
    PC4 <= 10.01577
    PC18 > -0.4683644
    PC24 > 5.230654
    PC40 > -1.122004
    PC67 > -0.3456746
    ->  class 0\|0  [0.909]

Rule 45/13: (39.1/4.2, lift 13.6)
    PC2 > 2.57978
    PC3 <= 1.640775
    PC5 <= 1.390464
    PC13 <= 0.8367534
    PC14 > 0.3452199
    PC18 > -0.4683644
    PC18 <= 2.09492
    PC81 > 0.6264089
    ->  class 0\|0  [0.873]

Rule 45/14: (30/3.3, lift 13.5)
    PC1 > -0.7254466
    PC18 > 1.224285
    PC22 <= -0.2273211
    PC40 > -1.122004
    PC48 > 0.3607188
    PC55 > -0.04403881
    PC59 > -2.167428
    ->  class 0\|0  [0.865]

Rule 45/15: (49.3/8.2, lift 12.8)
    PC2 > 2.57978
    PC3 <= 1.640775
    PC5 <= 1.390464
    PC13 <= 0.8367534
    PC14 > 0.3452199
    PC18 <= 2.09492
    PC22 > -0.2273211
    PC58 <= -0.6923037
    ->  class 0\|0  [0.820]

Rule 45/16: (77.1, lift 13.7)
    PC2 > 2.57978
    PC3 <= 1.640775
    PC18 > -2.522465
    PC18 <= -0.4683644
    PC43 <= -1.939943
    PC71 > -0.538675
    ->  class 0\|1  [0.987]

Rule 45/17: (16.3, lift 13.1)
    PC2 > 2.57978
    PC3 <= 1.640775
    PC18 > -0.6614195
    PC18 <= -0.4683644
    PC44 > 0.7241517
    ->  class 0\|1  [0.945]

Rule 45/18: (31.3/1, lift 13.0)
    PC2 > 2.57978
    PC3 <= 1.640775
    PC8 > 0.1885499
    PC18 > -1.750188
    PC18 <= -0.4683644
    ->  class 0\|1  [0.939]

Rule 45/19: (49.5/5.1, lift 12.2)
    PC2 > 2.57978
    PC3 <= 1.640775
    PC8 > -0.02879996
    PC11 > -0.06312435
    PC18 > -1.750188
    PC18 <= -0.4683644
    PC44 > 0.7241517
    ->  class 0\|1  [0.882]

Rule 45/20: (45.2/8.8, lift 11.0)
    PC2 > 2.57978
    PC3 <= 1.640775
    PC14 > -0.6060452
    PC16 <= 0.4563035
    PC18 <= -0.4683644
    PC43 > -1.939943
    PC77 > 1.007016
    ->  class 0\|1  [0.793]

Rule 45/21: (3141.2/1890.9, lift 5.5)
    PC2 > 2.57978
    PC3 <= 1.640775
    PC18 > -0.4683644
    ->  class 0\|1  [0.398]

Rule 45/22: (202.6/0.1, lift 11.0)
    PC2 > 2.57978
    PC3 <= 1.640775
    PC8 <= 0.1885499
    PC9 <= 0.6651683
    PC18 > -1.750188
    PC18 <= -0.4683644
    PC28 <= 3.778366
    PC38 <= 1.142942
    PC41 <= 0.2175477
    PC43 <= 1.648032
    PC44 <= 0.7241517
    PC67 > -0.1214048
    PC75 <= 0.19298
    PC77 <= 0.2605191
    PC83 > -1.238572
    PC88 > -0.6645934
    ->  class 0\|2  [0.994]

Rule 45/23: (249.4/1.3, lift 11.0)
    PC2 > 2.57978
    PC3 <= 1.640775
    PC8 <= 0.1885499
    PC9 <= 0.6651683
    PC11 > -0.06312435
    PC18 > -1.750188
    PC18 <= -0.4683644
    PC31 <= 0.03255827
    PC38 <= 1.142942
    PC41 <= 0.2175477
    PC43 <= 1.648032
    PC44 <= 0.7241517
    PC55 > -1.653106
    PC75 <= 0.19298
    PC77 <= 0.2605191
    PC83 > -1.238572
    ->  class 0\|2  [0.991]

Rule 45/24: (109.3, lift 11.0)
    PC2 > 6.300215
    PC8 > -0.4816937
    PC18 > -0.4683644
    PC20 > -4.546392
    PC22 <= -0.2273211
    PC40 <= -1.122004
    PC87 <= 0.3641948
    ->  class 0\|2  [0.991]

Rule 45/25: (94.5, lift 11.0)
    PC2 > 2.57978
    PC3 <= 1.640775
    PC8 > -0.4816937
    PC18 > -0.4683644
    PC20 > -4.546392
    PC22 <= -0.2273211
    PC40 <= -1.122004
    PC59 > -0.330136
    PC87 <= 0.3641948
    ->  class 0\|2  [0.990]

Rule 45/26: (96.3, lift 11.0)
    PC4 > 10.01577
    PC18 > -0.4683644
    PC30 <= 5.609498
    PC41 > -0.5387702
    PC47 <= 4.410915
    ->  class 0\|2  [0.990]

Rule 45/27: (67.8, lift 10.9)
    PC2 > 2.57978
    PC18 > -0.4683644
    PC20 > -4.546392
    PC20 <= 2.462164
    PC22 <= -0.2273211
    PC24 <= 5.230654
    PC40 > -1.122004
    PC47 <= 2.388013
    PC67 > -0.3456746
    PC83 > 0.7338921
    PC87 <= 0.1094855
    ->  class 0\|2  [0.986]

Rule 45/28: (62.8, lift 10.9)
    PC20 > -4.546392
    PC22 > -0.2273211
    PC28 > 3.364948
    PC47 <= 4.410915
    ->  class 0\|2  [0.984]

Rule 45/29: (43.3, lift 10.8)
    PC2 > 2.57978
    PC3 <= 1.640775
    PC14 <= 0.3452199
    PC18 > -0.4683644
    PC18 <= 2.09492
    PC20 > -4.546392
    PC25 <= -1.12914
    PC42 > -2.840336
    PC86 <= 4.257531
    ->  class 0\|2  [0.978]

Rule 45/30: (34.7, lift 10.8)
    PC4 > 5.860116
    PC10 > -6.330352
    PC18 > -1.750188
    PC18 <= -0.4683644
    PC38 <= 1.142942
    PC75 > 0.19298
    PC77 <= 0.2605191
    ->  class 0\|2  [0.973]

Rule 45/31: (35, lift 10.8)
    PC8 <= 0.02105202
    PC10 <= -2.362712
    PC18 <= -1.750188
    PC39 > -1.34417
    PC47 <= -0.3112438
    ->  class 0\|2  [0.972]

Rule 45/32: (58.9/0.7, lift 10.8)
    PC3 <= 1.640775
    PC8 <= -0.02879996
    PC11 > -0.06312435
    PC18 > -1.750188
    PC18 <= -0.6614195
    PC44 > 0.7241517
    PC77 <= 1.007016
    ->  class 0\|2  [0.972]

Rule 45/33: (31.8, lift 10.8)
    PC2 > 2.57978
    PC3 <= 1.640775
    PC11 > -0.06312435
    PC18 > -1.750188
    PC18 <= -0.4683644
    PC43 <= 1.648032
    PC75 > 0.19298
    PC77 <= 0.2605191
    PC80 <= -0.4744539
    PC85 <= 0.3245944
    ->  class 0\|2  [0.970]

Rule 45/34: (29, lift 10.7)
    PC10 > 8.172514
    PC18 > -0.4683644
    PC20 > -4.546392
    PC22 <= -0.2273211
    PC40 > -1.122004
    PC47 <= 2.388013
    ->  class 0\|2  [0.968]

Rule 45/35: (25.3, lift 10.7)
    PC2 > 2.57978
    PC3 <= 1.640775
    PC14 <= 0.3452199
    PC18 > -0.4683644
    PC18 <= 2.09492
    PC20 > -4.546392
    PC59 <= -0.09966623
    PC73 <= -0.9881618
    PC86 <= 4.257531
    ->  class 0\|2  [0.963]

Rule 45/36: (51.6/1, lift 10.7)
    PC2 > 2.57978
    PC14 <= 0.3452199
    PC18 > -0.4683644
    PC18 <= 2.09492
    PC43 <= 0.6333902
    PC59 <= -0.09966623
    PC79 > 0.6180233
    PC86 <= 4.257531
    ->  class 0\|2  [0.962]

Rule 45/37: (24, lift 10.7)
    PC2 > 2.57978
    PC3 <= 1.640775
    PC18 > -0.4683644
    PC18 <= 1.224285
    PC20 > -4.546392
    PC21 > -0.4558974
    PC22 <= -0.2273211
    PC40 > -1.122004
    PC67 > -0.3456746
    PC74 <= -0.2568011
    ->  class 0\|2  [0.961]

Rule 45/38: (23.2, lift 10.6)
    PC2 > 2.57978
    PC3 <= 1.640775
    PC5 <= -0.4823957
    PC8 <= 0.1885499
    PC18 > -1.750188
    PC18 <= -0.4683644
    ->  class 0\|2  [0.959]

Rule 45/39: (20.1, lift 10.6)
    PC8 <= 0.02105202
    PC10 <= -2.362712
    PC18 <= -1.750188
    PC39 > -1.34417
    PC43 > -1.939943
    PC58 > -1.899415
    PC63 <= 1.201351
    PC94 > 0.5303116
    ->  class 0\|2  [0.955]

Rule 45/40: (26/0.3, lift 10.6)
    PC4 > -7.600563
    PC8 <= 0.02105202
    PC10 <= -2.362712
    PC18 <= -0.4683644
    PC29 > 1.684279
    PC57 <= 0.4343778
    PC77 <= 1.007016
    ->  class 0\|2  [0.952]

Rule 45/41: (85.1/3.3, lift 10.5)
    PC18 <= -1.750188
    PC39 > -1.100589
    PC42 <= 0.986693
    PC50 <= 1.071687
    PC63 > 1.201351
    PC77 <= 1.007016
    PC79 > -3.272041
    ->  class 0\|2  [0.950]

Rule 45/42: (40.4/1.2, lift 10.5)
    PC4 > -7.600563
    PC8 <= 0.02105202
    PC10 <= -2.362712
    PC18 <= -1.750188
    PC39 > -1.34417
    PC43 > -1.939943
    PC57 > 0.4343778
    PC63 <= 1.201351
    PC77 <= 1.007016
    ->  class 0\|2  [0.948]

Rule 45/43: (108.2/5, lift 10.5)
    PC3 <= 1.640775
    PC15 > 0.8067278
    PC18 <= -1.750188
    PC29 > -6.471094
    PC43 > -1.939943
    PC50 > -1.336283
    PC53 <= 1.954918
    PC77 <= 1.007016
    PC80 > -3.76893
    ->  class 0\|2  [0.945]

Rule 45/44: (17.2, lift 10.5)
    PC2 > 2.57978
    PC18 > -0.4683644
    PC20 > -4.546392
    PC22 <= -0.2273211
    PC40 > -1.122004
    PC59 <= -2.167428
    PC67 > -0.3456746
    PC83 <= 0.7338921
    ->  class 0\|2  [0.944]

Rule 45/45: (113.5/5.6, lift 10.5)
    PC2 > 2.57978
    PC3 <= 1.640775
    PC8 > 0.02105202
    PC10 > -2.366485
    PC18 <= -1.750188
    PC29 > -6.471094
    PC39 > -0.1398884
    PC43 > -1.939943
    PC53 <= 3.797972
    ->  class 0\|2  [0.943]

Rule 45/46: (38.1/1.3, lift 10.4)
    PC2 > 2.57978
    PC3 <= 1.640775
    PC8 <= -0.2681317
    PC18 > -0.4683644
    PC20 > -4.546392
    PC22 <= -0.2273211
    PC24 <= 5.230654
    PC40 > -1.122004
    PC47 <= 2.388013
    ->  class 0\|2  [0.942]

Rule 45/47: (13.5, lift 10.4)
    PC12 <= -1.462487
    PC14 <= 0.3452199
    PC18 <= 2.09492
    PC20 > -4.546392
    PC22 > -0.2273211
    PC42 > -2.840336
    PC43 <= 0.6333902
    PC55 > -0.3779121
    ->  class 0\|2  [0.935]

Rule 45/48: (116.4/7.5, lift 10.3)
    PC2 > 2.57978
    PC3 <= 1.640775
    PC8 > 0.02105202
    PC10 > -2.366485
    PC18 <= -1.750188
    PC41 > 0.07684314
    PC43 > -1.939943
    PC53 <= 3.797972
    ->  class 0\|2  [0.928]

Rule 45/49: (11.3, lift 10.3)
    PC4 <= -5.169592
    PC11 <= -0.06312435
    PC18 <= -0.4683644
    PC43 > -1.939943
    PC68 > -0.6585395
    ->  class 0\|2  [0.925]

Rule 45/50: (17/0.5, lift 10.2)
    PC2 > 2.57978
    PC3 <= 1.640775
    PC18 <= -1.750188
    PC41 > 0.5415599
    PC43 > -1.939943
    ->  class 0\|2  [0.919]

Rule 45/51: (10.6/0.2, lift 10.1)
    PC3 <= 1.640775
    PC18 <= -1.750188
    PC32 <= -1.689277
    PC42 <= 2.54671
    PC43 > -1.939943
    PC63 <= 1.201351
    ->  class 0\|2  [0.909]

Rule 45/52: (8.7, lift 10.1)
    PC2 > 2.57978
    PC18 > -0.4683644
    PC20 <= -4.546392
    PC35 > 0.5308881
    PC47 <= 4.410915
    ->  class 0\|2  [0.907]

Rule 45/53: (16.6/0.8, lift 10.0)
    PC2 > 2.57978
    PC3 <= 1.640775
    PC8 > -0.2681317
    PC18 > -0.4683644
    PC18 <= 1.224285
    PC22 > -0.2456268
    PC22 <= -0.2273211
    ->  class 0\|2  [0.905]

Rule 45/54: (10.1/0.2, lift 10.0)
    PC3 <= 1.640775
    PC18 <= -1.750188
    PC43 > -1.939943
    PC63 <= 1.201351
    PC77 <= 1.007016
    PC97 > 2.121353
    ->  class 0\|2  [0.902]

Rule 45/55: (103.4/9.8, lift 10.0)
    PC4 > 7.320112
    PC10 > -2.362712
    PC18 <= -0.4683644
    PC39 > -1.34417
    PC42 <= 2.54671
    PC71 <= 0.3875821
    PC77 <= 1.007016
    ->  class 0\|2  [0.898]

Rule 45/56: (7.5, lift 9.9)
    PC2 > 2.57978
    PC3 <= 1.640775
    PC18 > -2.522465
    PC18 <= -0.4683644
    PC43 <= -1.939943
    PC71 <= -0.538675
    ->  class 0\|2  [0.894]

Rule 45/57: (63.2/6.5, lift 9.8)
    PC2 > 2.57978
    PC3 <= 1.640775
    PC14 <= 0.3452199
    PC18 > -0.4683644
    PC18 <= 2.09492
    PC22 > -0.2273211
    PC43 > 0.6333902
    PC90 <= 3.218583
    ->  class 0\|2  [0.884]

Rule 45/58: (9.3/0.4, lift 9.8)
    PC2 > 2.57978
    PC11 <= -0.06312435
    PC18 > -1.750188
    PC18 <= -0.4683644
    PC68 <= -0.6585395
    ->  class 0\|2  [0.880]

Rule 45/59: (5.8, lift 9.7)
    PC16 <= -1.322452
    PC20 <= -4.546392
    PC22 <= -0.2611352
    PC79 <= 1.733159
    ->  class 0\|2  [0.872]

Rule 45/60: (173.4/23.1, lift 9.6)
    PC2 > 2.57978
    PC3 <= 1.640775
    PC4 <= 5.860116
    PC11 > -0.06312435
    PC18 > -1.750188
    PC18 <= -0.4683644
    PC38 <= 1.142942
    PC41 <= 0.2175477
    PC43 <= 1.648032
    PC44 <= 0.7241517
    PC77 <= 0.2605191
    PC82 <= 0.4660748
    PC85 <= 0.3245944
    PC99 > -0.3814424
    ->  class 0\|2  [0.862]

Rule 45/61: (30.1/3.9, lift 9.4)
    PC2 > 2.57978
    PC3 <= 1.640775
    PC18 <= 1.224285
    PC20 > -4.546392
    PC21 <= -0.4558974
    PC22 <= -0.2273211
    PC47 > 0.7126363
    PC74 <= -0.2568011
    PC83 <= 0.7338921
    ->  class 0\|2  [0.848]

Rule 45/62: (99.9/15.4, lift 9.3)
    PC4 <= -7.600563
    PC18 <= -0.4683644
    PC43 > -1.939943
    PC43 <= 0.3290616
    ->  class 0\|2  [0.839]

Rule 45/63: (67/10.4, lift 9.3)
    PC8 <= 0.1885499
    PC10 <= -6.330352
    PC18 <= -0.4683644
    PC77 <= 1.007016
    ->  class 0\|2  [0.835]

Rule 45/64: (19.2/2.5, lift 9.2)
    PC2 > 2.57978
    PC18 > -0.4683644
    PC22 > -0.2273211
    PC86 <= 4.257531
    PC90 > 3.218583
    ->  class 0\|2  [0.834]

Rule 45/65: (121.5/22.4, lift 9.0)
    PC10 <= -3.369588
    PC18 <= -1.750188
    PC20 > -2.544282
    PC77 <= 1.007016
    ->  class 0\|2  [0.810]

Rule 45/66: (23.2/4.1, lift 8.8)
    PC15 <= 0.9078955
    PC18 > -3.243848
    PC18 <= -2.522465
    PC43 <= -1.939943
    ->  class 0\|2  [0.798]

Rule 45/67: (37.5/12.7, lift 7.3)
    PC13 > 8.891523
    PC18 > -0.4683644
    PC22 > -0.2273211
    ->  class 0\|2  [0.654]

Rule 45/68: (63.9, lift 11.3)
    PC4 <= 10.01577
    PC16 > -1.322452
    PC18 > -0.4683644
    PC20 <= -4.546392
    PC35 <= 0.5308881
    PC79 <= 1.733159
    ->  class 0\|3  [0.985]

Rule 45/69: (56.5, lift 11.3)
    PC2 > 2.57978
    PC3 <= 1.640775
    PC20 > -4.546392
    PC22 <= -0.2273211
    PC47 > 2.388013
    ->  class 0\|3  [0.983]

Rule 45/70: (37.4, lift 11.2)
    PC2 > 2.57978
    PC3 <= 1.640775
    PC18 > -0.4683644
    PC47 > 4.410915
    ->  class 0\|3  [0.975]

Rule 45/71: (30, lift 11.1)
    PC2 > 2.57978
    PC3 <= 1.640775
    PC10 <= 8.172514
    PC18 > -0.4683644
    PC18 <= 1.224285
    PC22 <= -0.2273211
    PC48 > 0.5140868
    ->  class 0\|3  [0.969]

Rule 45/72: (23.5, lift 11.0)
    PC15 <= 0.8067278
    PC18 <= -1.750188
    PC43 > -1.939943
    PC79 <= -3.272041
    ->  class 0\|3  [0.961]

Rule 45/73: (45.8/1.4, lift 10.9)
    PC3 <= 1.640775
    PC18 <= -1.750188
    PC29 > -6.471094
    PC50 <= -1.336283
    ->  class 0\|3  [0.949]

Rule 45/74: (52.8/2.8, lift 10.7)
    PC2 > 2.57978
    PC3 <= 1.640775
    PC4 <= 10.01577
    PC20 > -4.546392
    PC22 <= -0.2273211
    PC40 <= -1.122004
    PC87 > 0.3641948
    ->  class 0\|3  [0.931]

Rule 45/75: (6.7, lift 10.1)
    PC18 <= -0.4683644
    PC28 > 3.778366
    PC44 <= 0.7241517
    PC77 <= 0.2605191
    ->  class 0\|3  [0.881]

Rule 45/76: (83.2/10.6, lift 9.9)
    PC2 > 2.57978
    PC2 <= 6.300215
    PC3 <= 1.640775
    PC20 > -4.546392
    PC22 <= -0.2273211
    PC40 <= -1.122004
    PC59 <= -0.330136
    ->  class 0\|3  [0.863]

Rule 45/77: (102.7/14.3, lift 9.8)
    PC2 > 2.57978
    PC3 <= 1.640775
    PC22 <= -0.2273211
    PC67 <= -0.3456746
    ->  class 0\|3  [0.854]

Rule 45/78: (12.2/1.6, lift 9.3)
    PC1 <= -0.1814509
    PC2 > 0.7056494
    PC2 <= 2.57978
    PC8 <= 0.08273966
    ->  class 0\|3  [0.816]

Rule 45/79: (55.5/16, lift 8.1)
    PC2 > 2.57978
    PC3 <= 1.640775
    PC4 <= 10.01577
    PC86 > 4.257531
    ->  class 0\|3  [0.704]

Rule 45/80: (21/6.2, lift 7.9)
    PC15 > 0.8067278
    PC18 <= -1.750188
    PC53 > 1.954918
    ->  class 0\|3  [0.686]

Rule 45/81: (2936.9/1408.2, lift 6.0)
    PC2 > 2.57978
    PC3 <= 1.640775
    PC18 <= -0.4683644
    ->  class 0\|3  [0.520]

Rule 45/82: (106.3, lift 20.0)
    PC1 > -0.4334595
    PC14 <= -1.848327
    PC94 <= -0.1697897
    ->  class 1\|0  [0.991]

Rule 45/83: (207.4/2.2, lift 19.9)
    PC1 > 21.75816
    PC16 > -1.955825
    PC35 > -0.5249
    PC68 <= 1.012451
    ->  class 1\|0  [0.985]

Rule 45/84: (284.3/5.6, lift 19.7)
    PC1 > -0.4334595
    PC2 <= 2.57978
    PC5 <= 12.1829
    PC6 <= 5.1094
    PC9 > -0.7849584
    PC10 <= 1.135202
    PC16 <= -1.955825
    PC29 > 0.03516444
    PC70 <= 0.3006999
    PC90 <= 0.5817778
    PC91 > -0.5243187
    ->  class 1\|0  [0.977]

Rule 45/85: (53.3/0.9, lift 19.5)
    PC2 > 2.57978
    PC3 > 1.640775
    PC18 <= 0.7362046
    PC20 > -0.4269084
    PC62 <= -1.092129
    PC77 <= 0.6827924
    PC92 <= 0.4289787
    ->  class 1\|0  [0.965]

Rule 45/86: (129.5/8.5, lift 18.8)
    PC4 <= 0.6493767
    PC11 <= 1.243502
    PC12 > 2.808892
    PC14 <= -1.624508
    PC16 <= -1.955825
    PC71 <= 0.2716605
    ->  class 1\|0  [0.928]

Rule 45/87: (39.8/2.4, lift 18.5)
    PC2 > 2.57978
    PC3 > 1.640775
    PC51 > -0.3034294
    PC60 > 0.8443592
    ->  class 1\|0  [0.918]

Rule 45/88: (169.1/14.6, lift 18.4)
    PC1 > -0.4334595
    PC2 <= 2.57978
    PC5 <= 12.1829
    PC6 <= 5.1094
    PC11 <= 1.243502
    PC16 <= -1.955825
    PC35 <= -0.02292054
    PC86 > -2.373453
    ->  class 1\|0  [0.909]

Rule 45/89: (70.6/5.9, lift 18.3)
    PC1 > -0.1814509
    PC1 <= 0.3597013
    PC2 <= 2.57978
    PC16 <= 0.8572028
    PC32 <= 1.511098
    PC56 <= -0.2345833
    ->  class 1\|0  [0.905]

Rule 45/90: (22.3/1.7, lift 17.9)
    PC2 > 2.57978
    PC3 > 1.640775
    PC39 > 0.6296899
    PC50 > -0.320051
    ->  class 1\|0  [0.888]

Rule 45/91: (185.7/20.8, lift 17.9)
    PC16 <= -5.274351
    PC51 > 0.6593579
    ->  class 1\|0  [0.884]

Rule 45/92: (242/50.1, lift 16.0)
    PC1 > 7.833367
    PC7 > 2.844908
    PC14 > -1.848327
    PC16 > -1.955825
    ->  class 1\|0  [0.791]

Rule 45/93: (17.5/5.1, lift 13.8)
    PC2 > 2.57978
    PC3 > 1.640775
    PC24 > 3.18247
    PC50 > -0.320051
    PC51 > -0.3034294
    ->  class 1\|0  [0.685]

Rule 45/94: (156.5/0.1, lift 15.4)
    PC5 > 12.1829
    PC16 <= -1.955825
    PC95 > -0.0869053
    ->  class 1\|1  [0.993]

Rule 45/95: (110.5, lift 15.4)
    PC1 > -0.4334595
    PC5 <= 12.1829
    PC11 <= 1.243502
    PC16 <= -1.955825
    PC91 <= -0.5243187
    ->  class 1\|1  [0.991]

Rule 45/96: (106.8, lift 15.4)
    PC2 <= 2.57978
    PC11 <= 1.243502
    PC16 <= -1.955825
    PC90 > 0.5817778
    ->  class 1\|1  [0.991]

Rule 45/97: (105.3, lift 15.4)
    PC3 > 1.640775
    PC16 <= -5.274351
    PC51 <= 0.6593579
    ->  class 1\|1  [0.991]

Rule 45/98: (165/0.8, lift 15.3)
    PC3 > 1.640775
    PC4 <= -2.247588
    PC15 > 0.4240936
    PC51 <= -0.3034294
    ->  class 1\|1  [0.989]

Rule 45/99: (92.4, lift 15.3)
    PC2 > 2.57978
    PC3 > 1.640775
    PC15 > 0.4240936
    PC38 > 0.07944629
    ->  class 1\|1  [0.989]

Rule 45/100: (112.7/0.5, lift 15.3)
    PC1 > -0.4334595
    PC2 <= 2.57978
    PC9 > -0.7849584
    PC16 <= -1.955825
    PC29 > 0.03516444
    PC70 > 0.3006999
    PC91 > -0.5243187
    ->  class 1\|1  [0.987]

Rule 45/101: (63.5, lift 15.3)
    PC1 > 7.833367
    PC1 <= 21.75816
    PC7 <= 2.844908
    PC16 > -1.955825
    PC18 > 0.1652419
    ->  class 1\|1  [0.985]

Rule 45/102: (61.2, lift 15.3)
    PC1 > 7.833367
    PC1 <= 21.75816
    PC3 <= 0.09497605
    PC7 <= 2.844908
    PC8 > -4.616251
    PC16 > -1.955825
    PC19 > -1.592258
    ->  class 1\|1  [0.984]

Rule 45/103: (56.7, lift 15.3)
    PC1 > -0.3366674
    PC5 <= 12.1829
    PC6 > 5.1094
    PC11 <= 1.243502
    PC12 <= 2.808892
    PC16 <= -1.955825
    ->  class 1\|1  [0.983]

Rule 45/104: (69.7/0.4, lift 15.2)
    PC1 > 21.75816
    PC68 > 1.012451
    ->  class 1\|1  [0.981]

Rule 45/105: (47.2, lift 15.2)
    PC1 > -0.3366674
    PC5 <= 12.1829
    PC6 > 5.1094
    PC11 <= 1.243502
    PC14 > -1.624508
    PC16 <= -1.955825
    ->  class 1\|1  [0.980]

Rule 45/106: (102.5/1.7, lift 15.1)
    PC8 > 1.687932
    PC16 <= -5.274351
    ->  class 1\|1  [0.974]

Rule 45/107: (30.2, lift 15.0)
    PC2 <= 2.57978
    PC9 > -0.7849584
    PC10 <= 1.135202
    PC16 <= -1.955825
    PC29 <= 0.03516444
    PC35 > -0.02292054
    PC86 > -2.373453
    ->  class 1\|1  [0.969]

Rule 45/108: (27.2, lift 15.0)
    PC3 > 1.640775
    PC16 > -5.274351
    PC18 > 0.7362046
    PC60 <= 0.8443592
    ->  class 1\|1  [0.966]

Rule 45/109: (42.5/1, lift 14.8)
    PC4 > 0.6493767
    PC6 > 5.1094
    PC11 <= 1.243502
    PC16 <= -1.955825
    ->  class 1\|1  [0.955]

Rule 45/110: (19.7, lift 14.8)
    PC2 > 2.57978
    PC3 > 1.640775
    PC20 <= -0.4269084
    PC39 <= 0.6296899
    PC62 <= -1.092129
    ->  class 1\|1  [0.954]

Rule 45/111: (18.4, lift 14.8)
    PC2 > 2.57978
    PC3 > 1.640775
    PC16 > -5.274351
    PC18 <= 0.7362046
    PC50 > -0.320051
    PC51 > -0.3034294
    PC77 > 0.6827924
    ->  class 1\|1  [0.951]

Rule 45/112: (44.8/1.5, lift 14.7)
    PC1 > -0.1814509
    PC2 <= 2.57978
    PC8 > -4.616251
    PC16 > -1.955825
    PC16 <= 0.8572028
    PC82 <= -0.5927215
    ->  class 1\|1  [0.947]

Rule 45/113: (14.1, lift 14.6)
    PC5 <= 12.1829
    PC6 > 5.1094
    PC11 <= 1.243502
    PC16 <= -1.955825
    PC71 > 0.2716605
    ->  class 1\|1  [0.938]

Rule 45/114: (62.9/3.3, lift 14.5)
    PC1 > -0.1814509
    PC1 <= 0.3597013
    PC2 <= 2.57978
    PC3 > 0.09497605
    PC16 > -1.955825
    PC16 <= 0.8572028
    PC32 <= 1.511098
    PC56 > -0.2345833
    ->  class 1\|1  [0.934]

Rule 45/115: (21.2/0.6, lift 14.4)
    PC2 > 2.57978
    PC3 > 1.640775
    PC16 > -5.274351
    PC20 > -0.4269084
    PC51 > -0.3034294
    PC92 > 0.4289787
    ->  class 1\|1  [0.931]

Rule 45/116: (453.3/35.2, lift 14.3)
    PC2 > 2.57978
    PC3 > 1.640775
    PC16 > -5.274351
    PC24 <= 3.18247
    PC39 <= 0.6296899
    PC50 > -0.320051
    PC51 > -0.3034294
    PC60 <= 0.8443592
    PC62 > -1.092129
    ->  class 1\|1  [0.920]

Rule 45/117: (8.2, lift 14.0)
    PC2 <= 2.57978
    PC6 <= 5.1094
    PC10 > 1.135202
    PC11 <= 1.243502
    PC16 <= -1.955825
    ->  class 1\|1  [0.902]

Rule 45/118: (54.2/5.3, lift 13.8)
    PC1 > 21.75816
    PC35 <= -0.5249
    ->  class 1\|1  [0.888]

Rule 45/119: (5.5, lift 13.5)
    PC1 > -0.4334595
    PC5 <= 12.1829
    PC16 <= -1.955825
    PC86 <= -2.373453
    ->  class 1\|1  [0.867]

Rule 45/120: (37.9/4.7, lift 13.3)
    PC1 > -0.4334595
    PC9 > -0.7849584
    PC11 > 1.243502
    PC16 <= -1.955825
    ->  class 1\|1  [0.856]

Rule 45/121: (11.8/1.3, lift 13.0)
    PC1 <= 21.75816
    PC2 <= 2.57978
    PC3 > 0.09497605
    PC13 <= -0.139403
    PC16 > -1.955825
    PC16 <= 0.8572028
    PC39 > 0.3763422
    ->  class 1\|1  [0.836]

Rule 45/122: (57.5/18.4, lift 10.4)
    PC1 > -0.1814509
    PC14 <= -1.848327
    PC16 > -1.955825
    PC94 > -0.1697897
    ->  class 1\|1  [0.673]

Rule 45/123: (35.3/18.8, lift 7.3)
    PC1 > -0.4334595
    PC3 > 0.09497605
    PC14 > -1.848327
    PC16 > -1.955825
    PC16 <= 0.8572028
    PC48 > 0.6548464
    ->  class 1\|1  [0.468]

Rule 45/124: (166.3, lift 16.4)
    PC2 <= 2.57978
    PC3 > 0.09497605
    PC5 > 2.990929
    PC14 > -1.848327
    PC16 > 0.8572028
    PC65 <= 1.003645
    ->  class 1\|2  [0.994]

Rule 45/125: (97.9, lift 16.4)
    PC2 > 2.57978
    PC3 > 1.640775
    PC15 > -0.4500476
    PC15 <= 0.4240936
    PC51 <= -0.3034294
    ->  class 1\|2  [0.990]

Rule 45/126: (62.8, lift 16.3)
    PC1 > -0.1814509
    PC2 <= 2.57978
    PC4 <= -1.724814
    PC16 > -1.955825
    PC82 > -0.5927215
    ->  class 1\|2  [0.985]

Rule 45/127: (129.4/1.3, lift 16.2)
    PC1 > 7.833367
    PC1 <= 21.75816
    PC3 <= 0.09497605
    PC7 <= 2.844908
    PC8 > -4.616251
    PC18 <= 0.1652419
    PC19 <= -1.592258
    ->  class 1\|2  [0.983]

Rule 45/128: (79.5/0.4, lift 16.2)
    PC2 > 2.57978
    PC6 <= -3.673249
    PC15 <= -0.4500476
    PC31 <= 0.02175204
    ->  class 1\|2  [0.983]

Rule 45/129: (49.1, lift 16.2)
    PC1 > -0.4334595
    PC2 <= 2.57978
    PC3 > 0.09497605
    PC14 > -1.848327
    PC16 > 0.8572028
    PC89 <= -0.1980517
    PC100 > 0.07582099
    ->  class 1\|2  [0.980]

Rule 45/130: (144.8/2.2, lift 16.2)
    PC1 > 1.238194
    PC3 > 0.09497605
    PC13 <= -0.03069899
    PC14 > -1.848327
    PC16 > 0.8572028
    PC47 <= 0.9877267
    PC100 <= 0.3512199
    ->  class 1\|2  [0.979]

Rule 45/131: (38.1, lift 16.1)
    PC3 > 1.640775
    PC15 <= -0.4500476
    PC51 <= -0.3034294
    PC55 > 0.6304926
    ->  class 1\|2  [0.975]

Rule 45/132: (33.8, lift 16.1)
    PC1 > 0.3597013
    PC3 > 0.09497605
    PC4 > -1.724814
    PC16 <= 0.8572028
    PC48 <= 0.6548464
    PC83 <= -0.5269067
    ->  class 1\|2  [0.972]

Rule 45/133: (34, lift 16.1)
    PC3 > 1.640775
    PC4 <= -2.384496
    PC15 <= -0.4500476
    ->  class 1\|2  [0.972]

Rule 45/134: (106.5/2.6, lift 16.0)
    PC1 > 0.3597013
    PC2 <= 2.57978
    PC3 > 0.09497605
    PC14 > -1.848327
    PC16 > -1.955825
    PC48 <= 0.6548464
    PC82 > -0.5927215
    PC97 <= -0.8605416
    ->  class 1\|2  [0.967]

Rule 45/135: (32.7/0.3, lift 15.9)
    PC1 > -0.4334595
    PC1 <= 21.75816
    PC16 > 0.8572028
    PC66 <= -0.3726602
    PC100 > 0.08040742
    PC100 <= 0.3512199
    ->  class 1\|2  [0.964]

Rule 45/136: (23.9, lift 15.9)
    PC1 > -0.4334595
    PC3 > 0.09497605
    PC5 <= 2.990929
    PC16 > -1.955825
    PC35 > 0.785134
    PC100 <= 0.3512199
    ->  class 1\|2  [0.961]

Rule 45/137: (22.8, lift 15.9)
    PC1 > -0.4334595
    PC8 > -4.616251
    PC16 > -1.955825
    PC41 > 4.031186
    ->  class 1\|2  [0.960]

Rule 45/138: (210.5/7.7, lift 15.9)
    PC2 <= 2.57978
    PC3 > 0.09497605
    PC14 > -1.848327
    PC14 <= 0.6673606
    PC16 > 0.8572028
    PC26 > -0.771329
    PC56 > -0.6419484
    PC80 > -1.360059
    PC100 > 0.3512199
    ->  class 1\|2  [0.959]

Rule 45/139: (75/3.5, lift 15.6)
    PC2 > 2.57978
    PC3 > 1.640775
    PC4 > -2.247588
    PC15 > -0.4500476
    PC38 <= 0.07944629
    PC41 <= 1.642845
    PC51 <= -0.3034294
    ->  class 1\|2  [0.942]

Rule 45/140: (13.5/0.1, lift 15.3)
    PC2 > 2.57978
    PC3 > 1.640775
    PC50 <= -0.320051
    PC51 > -0.3034294
    ->  class 1\|2  [0.929]

Rule 45/141: (9.7, lift 15.1)
    PC1 > -0.4334595
    PC2 <= 2.57978
    PC8 <= -4.616251
    PC25 <= -0.2304425
    ->  class 1\|2  [0.915]

Rule 45/142: (246.7/23.1, lift 14.9)
    PC1 > 0.3597013
    PC2 <= 2.57978
    PC3 > 0.09497605
    PC13 <= -0.139403
    PC14 > -1.848327
    PC16 > -1.955825
    PC16 <= 0.8572028
    PC39 <= 0.3763422
    PC48 <= 0.6548464
    PC82 > -0.5927215
    ->  class 1\|2  [0.903]

Rule 45/143: (6.7, lift 14.6)
    PC5 > 12.1829
    PC16 <= -1.955825
    PC95 <= -0.0869053
    ->  class 1\|2  [0.886]

Rule 45/144: (5.5, lift 14.3)
    PC1 > -0.4334595
    PC2 <= 2.57978
    PC8 > -4.616251
    PC16 > -1.955825
    PC100 > 0.07582099
    PC100 <= 0.08040742
    ->  class 1\|2  [0.866]

Rule 45/145: (5.4, lift 14.3)
    PC1 > -0.1814509
    PC1 <= 0.3597013
    PC2 <= 2.57978
    PC3 > 0.09497605
    PC16 <= 0.8572028
    PC32 > 1.511098
    ->  class 1\|2  [0.865]

Rule 45/146: (76.6/10.8, lift 14.1)
    PC1 > -0.4334595
    PC2 <= 2.57978
    PC3 > 0.09497605
    PC14 > -1.848327
    PC16 > 0.8572028
    PC60 <= -0.7636853
    PC100 <= 0.3512199
    ->  class 1\|2  [0.850]

Rule 45/147: (21/3.6, lift 13.2)
    PC1 > -0.4334595
    PC1 <= -0.1814509
    PC8 <= 0.08273966
    PC41 > 0.7826157
    ->  class 1\|2  [0.800]

Rule 45/148: (21.8/5.7, lift 11.9)
    PC1 > -0.4334595
    PC2 <= 2.57978
    PC9 <= -0.7849584
    PC16 <= -1.955825
    ->  class 1\|2  [0.720]

Rule 45/149: (9.9/3.5, lift 10.3)
    PC1 <= 7.833367
    PC3 <= 0.09497605
    PC5 <= -4.443321
    PC16 > -1.955825
    ->  class 1\|2  [0.622]

Rule 45/150: (369.7/0.7, lift 14.1)
    PC1 <= 1.238194
    PC2 <= 2.57978
    PC3 > 0.7816898
    PC16 > 0.8572028
    PC35 <= 0.785134
    PC41 <= 4.031186
    PC60 > -0.7636853
    PC100 <= 0.07582099
    ->  class 1\|3  [0.995]

Rule 45/151: (82.9, lift 14.0)
    PC2 > 2.57978
    PC3 > 1.640775
    PC4 > -2.384496
    PC6 > -3.673249
    PC15 <= -0.4500476
    PC55 <= 0.6304926
    ->  class 1\|3  [0.988]

Rule 45/152: (71.9/0.2, lift 13.9)
    PC1 <= 1.238194
    PC2 <= 2.57978
    PC3 > 0.7816898
    PC16 > 0.8572028
    PC60 > -0.7636853
    PC66 > -0.3726602
    PC89 > -0.1980517
    PC100 > 0.08040742
    PC100 <= 0.3512199
    ->  class 1\|3  [0.983]

Rule 45/153: (133/1.8, lift 13.9)
    PC1 > 0.3597013
    PC2 <= 2.57978
    PC3 > 0.09497605
    PC4 > -1.724814
    PC8 > -4.616251
    PC13 > -0.139403
    PC16 > -1.955825
    PC16 <= 0.8572028
    PC48 <= 0.6548464
    PC83 > -0.5269067
    PC97 > -0.8605416
    ->  class 1\|3  [0.979]

Rule 45/154: (132.1/9.2, lift 13.1)
    PC1 > -0.1814509
    PC2 <= 2.57978
    PC3 > 0.09497605
    PC14 > 0.6673606
    PC16 > 0.8572028
    ->  class 1\|3  [0.924]

Rule 45/155: (20.7/0.9, lift 13.0)
    PC1 > -0.1814509
    PC3 > 0.09497605
    PC5 <= 2.990929
    PC16 > 0.8572028
    PC56 <= -0.6419484
    PC100 > 0.3512199
    ->  class 1\|3  [0.917]

Rule 45/156: (6.1, lift 12.4)
    PC2 <= 2.57978
    PC3 > 0.09497605
    PC14 > -1.848327
    PC16 > 0.8572028
    PC80 <= -1.360059
    PC100 > 0.3512199
    ->  class 1\|3  [0.874]

Rule 45/157: (19.9/1.8, lift 12.4)
    PC1 > -0.4334595
    PC2 <= 2.57978
    PC3 > 0.09497605
    PC16 > -1.955825
    PC65 > 1.003645
    ->  class 1\|3  [0.874]

Rule 45/158: (230.7/49.7, lift 11.1)
    PC3 > 1.640775
    PC15 <= -0.4500476
    PC31 > 0.02175204
    PC51 <= -0.3034294
    ->  class 1\|3  [0.782]

Rule 45/159: (2697.3/1522.7, lift 6.2)
    PC1 > -0.4334595
    PC2 <= 2.57978
    PC16 > -1.955825
    PC43 <= 0.2371628
    PC56 <= 0.2579809
    ->  class 1\|3  [0.436]

Rule 45/160: (467.3/9.3, lift 15.6)
    PC8 > 2.293971
    PC12 > -1.318698
    PC16 <= 0.6382234
    PC20 <= 0.005586031
    PC29 <= 0.2034334
    PC39 <= 0.8002831
    PC42 > -0.3827201
    PC56 <= 0.5347223
    PC60 > -0.4655866
    PC70 <= 0.08980133
    PC71 <= 0.9115143
    PC74 > -0.5635044
    PC100 > -0.6044958
    ->  class 2\|0  [0.978]

Rule 45/161: (22.3, lift 15.3)
    PC1 <= -0.4334595
    PC2 <= 2.57978
    PC8 > -0.2273773
    PC8 <= 2.293971
    PC10 <= -0.1738288
    PC57 > 0.8549603
    ->  class 2\|0  [0.959]

Rule 45/162: (58.5/1.9, lift 15.2)
    PC1 <= -0.4334595
    PC2 <= 2.57978
    PC8 > -0.2273773
    PC8 <= 2.293971
    PC10 <= -0.1738288
    PC83 > 0.272599
    ->  class 2\|0  [0.952]

Rule 45/163: (23.5/1.5, lift 14.4)
    PC1 > -0.4334595
    PC1 <= -0.1814509
    PC2 <= 2.57978
    PC8 > 0.08273966
    PC16 > -1.955825
    PC43 > 0.2371628
    PC56 <= 0.2579809
    ->  class 2\|0  [0.903]

Rule 45/164: (46.2/7.1, lift 13.3)
    PC1 <= -0.4334595
    PC2 <= 2.57978
    PC8 > -0.2273773
    PC8 <= 2.293971
    PC10 <= -0.1738288
    PC68 > -0.3550116
    PC92 <= 0.3201515
    ->  class 2\|0  [0.832]

Rule 45/165: (57.9/15.7, lift 11.5)
    PC1 > -0.4334595
    PC1 <= 7.833367
    PC2 <= 2.57978
    PC3 <= 0.09497605
    PC8 > -4.616251
    PC14 > -1.848327
    PC16 > -1.955825
    PC44 > 1.164803
    ->  class 2\|0  [0.721]

Rule 45/166: (85/40.7, lift 8.3)
    PC2 <= 2.57978
    PC4 <= 0.25686
    PC8 > -0.2273773
    PC8 <= 2.293971
    PC24 <= 0.9605203
    PC44 > 0.6074791
    PC83 <= -0.445406
    ->  class 2\|0  [0.521]

Rule 45/167: (1298.5/623.6, lift 8.3)
    PC1 <= -0.4334595
    PC8 > 2.293971
    ->  class 2\|0  [0.520]

Rule 45/168: (176.7, lift 10.3)
    PC2 <= 2.57978
    PC8 > 1.524369
    PC8 <= 2.293971
    PC10 > -0.1738288
    PC24 <= 1.571487
    PC33 > -0.2940664
    PC33 <= 0.3017249
    PC37 > -0.3321204
    PC42 > -0.8512377
    PC44 <= 0.6074791
    PC98 <= 0.6805522
    ->  class 2\|1  [0.994]

Rule 45/169: (144.3, lift 10.3)
    PC1 <= -0.4334595
    PC8 > 2.293971
    PC42 > -0.3827201
    PC45 > -0.1960905
    PC60 <= -0.4655866
    PC94 > -0.1226157
    ->  class 2\|1  [0.993]

Rule 45/170: (112.4, lift 10.3)
    PC1 <= -0.4334595
    PC8 > 2.293971
    PC19 > -0.06375658
    PC60 <= -0.4655866
    ->  class 2\|1  [0.991]

Rule 45/171: (93, lift 10.2)
    PC2 <= 2.57978
    PC3 <= -0.0687524
    PC8 > -0.2273773
    PC89 <= 0.4044438
    PC90 <= 0.6808016
    PC94 > 0.8874819
    ->  class 2\|1  [0.989]

Rule 45/172: (86.4/0.3, lift 10.2)
    PC1 <= -0.4334595
    PC2 <= 2.57978
    PC8 > -0.2273773
    PC8 <= 2.293971
    PC99 > 1.33899
    ->  class 2\|1  [0.986]

Rule 45/173: (56.4, lift 10.2)
    PC1 <= -0.4334595
    PC8 > 2.293971
    PC62 > 1.289482
    ->  class 2\|1  [0.983]

Rule 45/174: (51.7, lift 10.2)
    PC1 <= -0.4334595
    PC8 > 2.293971
    PC56 > 0.5347223
    ->  class 2\|1  [0.981]

Rule 45/175: (48.6, lift 10.1)
    PC2 <= 2.57978
    PC3 <= -0.0687524
    PC4 <= 0.25686
    PC8 > -0.2273773
    PC8 <= 2.293971
    PC10 > -0.1738288
    PC45 > 0.3485494
    PC62 > -1.27519
    PC78 <= 0.324953
    ->  class 2\|1  [0.980]

Rule 45/176: (46.4, lift 10.1)
    PC2 <= 2.57978
    PC8 > -0.2273773
    PC8 <= 2.293971
    PC10 > -0.1738288
    PC44 <= 0.6074791
    PC65 > 1.138157
    PC99 <= 1.33899
    ->  class 2\|1  [0.979]

Rule 45/177: (43.9, lift 10.1)
    PC1 <= -0.4334595
    PC2 <= 2.57978
    PC12 <= -2.15299
    PC26 <= -3.325578
    ->  class 2\|1  [0.978]

Rule 45/178: (36.5, lift 10.1)
    PC2 <= 2.57978
    PC8 > -2.34682
    PC14 <= -3.562955
    ->  class 2\|1  [0.974]

Rule 45/179: (27.9, lift 10.0)
    PC1 <= -0.4334595
    PC8 > 2.293971
    PC71 > 0.9115143
    ->  class 2\|1  [0.967]

Rule 45/180: (48.4/0.7, lift 10.0)
    PC8 > -2.34682
    PC9 > 10.07783
    PC13 <= 0.1217568
    ->  class 2\|1  [0.966]

Rule 45/181: (226.9/6.7, lift 10.0)
    PC1 <= -0.4334595
    PC8 > 2.293971
    PC12 <= 1.915311
    PC16 > -1.830509
    PC20 > 0.005586031
    PC40 > -1.646721
    ->  class 2\|1  [0.966]

Rule 45/182: (85.5/2, lift 10.0)
    PC2 <= 2.57978
    PC3 <= -0.0687524
    PC4 <= 0.25686
    PC8 > 0.04513648
    PC10 > -0.1738288
    PC12 > -2.15299
    PC28 <= -0.04617634
    PC37 <= 0.5078054
    PC44 <= 0.6074791
    PC46 > -0.3454094
    PC78 <= 0.324953
    PC89 <= 0.4044438
    ->  class 2\|1  [0.965]

Rule 45/183: (125.7/3.8, lift 10.0)
    PC1 <= -0.4334595
    PC2 <= 2.57978
    PC8 > -0.2273773
    PC8 <= 2.293971
    PC10 <= -0.1738288
    PC37 > -0.3553049
    PC57 <= 0.8549603
    PC68 <= -0.3550116
    PC71 > -0.9767009
    PC83 <= 0.272599
    ->  class 2\|1  [0.963]

Rule 45/184: (25.9, lift 10.0)
    PC1 <= -0.4334595
    PC8 > 2.293971
    PC39 > 0.8002831
    ->  class 2\|1  [0.963]

Rule 45/185: (84.1/2.5, lift 9.9)
    PC1 <= -0.4334595
    PC2 <= 2.57978
    PC3 > -0.0687524
    PC4 <= 0.25686
    PC8 > -0.2273773
    PC8 <= 2.293971
    PC10 > -0.1738288
    PC12 > -2.15299
    PC44 <= 0.6074791
    ->  class 2\|1  [0.960]

Rule 45/186: (180.3/6.5, lift 9.9)
    PC1 <= -0.4334595
    PC2 <= 2.57978
    PC8 > -0.2273773
    PC8 <= 2.293971
    PC10 > -0.1738288
    PC12 > -2.15299
    PC22 > -1.070443
    PC28 > -0.04617634
    PC44 <= 0.6074791
    PC46 > -0.3454094
    PC55 > -0.7205731
    PC55 <= 0.5927621
    PC62 > -1.27519
    PC78 <= 0.324953
    PC80 > -0.2861524
    PC84 > -0.4685264
    PC89 <= 0.4044438
    PC92 <= 0.2549533
    ->  class 2\|1  [0.959]

Rule 45/187: (20.3, lift 9.9)
    PC2 <= 2.57978
    PC8 > -0.2273773
    PC44 <= 0.6074791
    PC62 > 3.121161
    ->  class 2\|1  [0.955]

Rule 45/188: (26.8/0.3, lift 9.9)
    PC1 > -0.4334595
    PC1 <= -0.1814509
    PC2 <= 2.57978
    PC8 > 0.08273966
    PC56 > 0.2579809
    ->  class 2\|1  [0.955]

Rule 45/189: (19, lift 9.9)
    PC1 <= -0.4334595
    PC2 <= 2.57978
    PC4 > -0.0364825
    PC4 <= 0.25686
    PC8 > -0.2273773
    PC8 <= 2.293971
    PC12 > -2.15299
    PC89 > 0.4044438
    ->  class 2\|1  [0.952]

Rule 45/190: (94.5/3.6, lift 9.9)
    PC1 <= -0.4334595
    PC8 > 2.293971
    PC35 <= -0.8359504
    ->  class 2\|1  [0.952]

Rule 45/191: (27.6/0.7, lift 9.8)
    PC1 <= -0.4334595
    PC2 <= 2.57978
    PC8 > -0.2273773
    PC8 <= 2.293971
    PC10 > -0.1738288
    PC12 > -2.15299
    PC34 > 0.7733741
    PC78 > 0.324953
    ->  class 2\|1  [0.944]

Rule 45/192: (38.2/1.2, lift 9.8)
    PC1 <= -0.4334595
    PC8 > 2.293971
    PC12 > -1.318698
    PC21 <= 0.938319
    PC42 > -0.3827201
    PC70 > 0.08980133
    PC100 > -0.6044958
    ->  class 2\|1  [0.944]

Rule 45/193: (93.7/5, lift 9.7)
    PC1 <= -0.4334595
    PC8 > 2.293971
    PC12 <= -1.318698
    PC60 > -0.4655866
    ->  class 2\|1  [0.937]

Rule 45/194: (162.2/11.9, lift 9.5)
    PC1 <= -0.4334595
    PC7 <= 1.332249
    PC8 > 2.293971
    PC14 > -1.794212
    PC42 <= -0.3827201
    PC99 > -1.292652
    ->  class 2\|1  [0.922]

Rule 45/195: (10.5, lift 9.5)
    PC1 <= -0.4334595
    PC2 <= 2.57978
    PC8 > -0.2273773
    PC12 <= -2.15299
    PC44 <= 0.6074791
    PC76 > 0.3151669
    ->  class 2\|1  [0.920]

Rule 45/196: (45.1/3.5, lift 9.4)
    PC1 <= -0.4334595
    PC8 > 2.293971
    PC74 <= -0.5635044
    PC100 > -0.6044958
    ->  class 2\|1  [0.905]

Rule 45/197: (88.2/7.8, lift 9.3)
    PC2 <= -9.236844
    ->  class 2\|1  [0.902]

Rule 45/198: (34.2/2.7, lift 9.3)
    PC1 <= -0.4334595
    PC8 > 2.293971
    PC20 <= 0.005586031
    PC75 > 0.3067021
    PC100 <= -0.6044958
    ->  class 2\|1  [0.897]

Rule 45/199: (6.7, lift 9.2)
    PC8 > -2.34682
    PC8 <= -0.2273773
    PC9 > 10.07783
    PC100 > 3.031807
    ->  class 2\|1  [0.885]

Rule 45/200: (20.9/1.7, lift 9.1)
    PC1 <= -0.4334595
    PC2 <= 2.57978
    PC8 > -0.2273773
    PC8 <= 2.293971
    PC24 <= 1.571487
    PC44 <= 0.6074791
    PC100 > 1.709504
    ->  class 2\|1  [0.881]

Rule 45/201: (49.7/5.6, lift 9.0)
    PC1 <= -0.4334595
    PC2 <= 2.57978
    PC8 > -0.2273773
    PC10 > -0.1738288
    PC44 <= 0.6074791
    PC59 <= -0.6592996
    ->  class 2\|1  [0.872]

Rule 45/202: (13.4/1.3, lift 8.8)
    PC1 <= -0.4334595
    PC2 <= 2.57978
    PC8 > -2.34682
    PC8 <= -0.2273773
    PC10 <= -0.5552376
    ->  class 2\|1  [0.852]

Rule 45/203: (137.3/19.7, lift 8.8)
    PC1 <= -0.4334595
    PC2 <= 2.57978
    PC8 > -0.2273773
    PC8 <= 2.293971
    PC9 > -3.60995
    PC10 > -0.1738288
    PC24 <= 0.9605203
    PC44 > 0.6074791
    PC83 > -0.445406
    ->  class 2\|1  [0.851]

Rule 45/204: (47.8/6.5, lift 8.8)
    PC1 > -0.1814509
    PC1 <= 7.833367
    PC3 <= 0.09497605
    PC5 > -4.443321
    PC8 > 0.0576438
    PC14 > -1.848327
    PC57 <= -0.2449477
    PC89 <= 0.6562743
    ->  class 2\|1  [0.849]

Rule 45/205: (73.3/10.8, lift 8.7)
    PC1 <= -0.4334595
    PC2 <= 2.57978
    PC8 > -0.2273773
    PC8 <= 2.293971
    PC10 > -0.1738288
    PC12 > -2.15299
    PC46 <= -0.3454094
    PC100 <= 1.709504
    ->  class 2\|1  [0.844]

Rule 45/206: (33.6/8.5, lift 7.6)
    PC1 <= -0.4334595
    PC2 <= 2.57978
    PC4 > 0.25686
    PC8 > -0.2273773
    ->  class 2\|1  [0.733]

Rule 45/207: (45.3/13.1, lift 7.3)
    PC2 <= 2.57978
    PC8 > -2.34682
    PC8 <= -0.2273773
    PC9 <= 10.07783
    PC11 > -4.060817
    PC16 <= 1.947675
    PC26 <= 3.593514
    PC58 > -0.9946324
    PC63 > 0.06488332
    PC85 <= 2.262085
    PC87 <= -0.8339931
    ->  class 2\|1  [0.701]

Rule 45/208: (119.6, lift 9.8)
    PC2 <= 2.57978
    PC4 <= -0.0364825
    PC8 > -0.2273773
    PC8 <= 1.524369
    PC44 <= 0.6074791
    PC46 > -0.3454094
    PC59 > -0.6592996
    PC62 <= 3.121161
    PC65 <= 1.138157
    PC89 > 0.4044438
    PC97 <= 0.2846242
    PC99 <= 1.33899
    ->  class 2\|2  [0.991]

Rule 45/209: (114/1.2, lift 9.7)
    PC1 <= -0.4334595
    PC2 <= 2.57978
    PC8 > -0.2273773
    PC8 <= 1.524369
    PC12 > -2.15299
    PC22 <= -1.070443
    PC28 > -0.04617634
    PC46 > -0.3454094
    PC55 <= 0.8046482
    PC59 > -0.6592996
    PC94 <= 0.8874819
    ->  class 2\|2  [0.981]

Rule 45/210: (44.4, lift 9.6)
    PC1 > -0.1814509
    PC1 <= 7.833367
    PC3 <= 0.09497605
    PC8 <= 0.0576438
    PC11 <= 2.046466
    PC16 > -1.955825
    PC83 <= -0.1538208
    ->  class 2\|2  [0.978]

Rule 45/211: (30.5, lift 9.6)
    PC1 <= -0.4334595
    PC2 <= 2.57978
    PC8 > -2.34682
    PC11 > -4.060817
    PC24 > -0.5368495
    PC58 > -0.9946324
    PC79 > 0.5394546
    ->  class 2\|2  [0.969]

Rule 45/212: (7.3, lift 8.8)
    PC2 <= 2.57978
    PC8 > -2.34682
    PC8 <= -0.2273773
    PC25 > 0.2228285
    PC58 <= -0.9946324
    ->  class 2\|2  [0.893]

Rule 45/213: (7.4, lift 8.8)
    PC8 <= -2.34682
    PC9 > 6.905536
    PC26 > 1.716732
    PC44 <= 0.9869432
    PC67 > -8.675401
    PC89 <= 0.4358049
    ->  class 2\|2  [0.893]

Rule 45/214: (12.3/1.6, lift 8.0)
    PC1 <= -0.4334595
    PC8 <= -2.34682
    PC38 <= 0.168578
    PC44 <= 0.9869432
    PC59 <= 0.668458
    PC88 <= 1.028325
    PC94 <= -1.561759
    ->  class 2\|2  [0.816]

Rule 45/215: (35.7/6.4, lift 7.9)
    PC1 <= -0.4334595
    PC2 <= 2.57978
    PC20 > 0.005586031
    PC40 <= -1.646721
    ->  class 2\|2  [0.803]

Rule 45/216: (13236.8/11423.1, lift 1.4)
    PC1 <= -0.4334595
    PC11 > -4.060817
    ->  class 2\|2  [0.137]

Rule 45/217: (14252.4/12498.6, lift 1.2)
    PC3 <= 0.09497605
    ->  class 2\|2  [0.123]

Rule 45/218: (89.3, lift 9.0)
    PC2 <= 2.57978
    PC8 <= -0.2273773
    PC11 > -4.060817
    PC44 <= 0.9869432
    PC72 > -0.504717
    PC85 > 0.06851667
    PC89 > 0.598175
    PC93 <= 0.4416389
    ->  class 2\|3  [0.989]

Rule 45/219: (186.6/1.7, lift 9.0)
    PC1 <= -0.4334595
    PC8 <= -2.34682
    PC16 > 0.4114715
    PC38 <= 0.168578
    PC67 > -0.7200569
    PC68 > -1.82776
    ->  class 2\|3  [0.986]

Rule 45/220: (135.3/1, lift 9.0)
    PC1 <= -0.4334595
    PC8 > -2.34682
    PC8 <= -0.2273773
    PC9 <= 10.07783
    PC10 > -0.5552376
    PC21 <= 3.22876
    PC24 > -0.5368495
    PC24 <= 0.8893464
    PC29 <= 0.2788967
    PC44 > 0.4365815
    PC45 <= 0.424736
    PC60 > -0.897952
    PC63 <= 0.06488332
    PC88 <= 0.3967604
    ->  class 2\|3  [0.986]

Rule 45/221: (146.8/1.4, lift 9.0)
    PC2 <= 2.57978
    PC8 <= -2.34682
    PC17 <= -0.3912565
    PC38 <= 0.168578
    PC44 <= 0.9869432
    PC49 <= -0.002580408
    PC68 > -1.82776
    ->  class 2\|3  [0.984]

Rule 45/222: (55.2, lift 9.0)
    PC1 <= -0.4334595
    PC2 <= 2.57978
    PC8 > -2.34682
    PC8 <= -0.2273773
    PC24 > -0.5368495
    PC26 <= 3.593514
    PC45 <= 0.424736
    PC55 <= -0.9323016
    PC63 <= 0.06488332
    ->  class 2\|3  [0.983]

Rule 45/223: (178/2, lift 9.0)
    PC1 <= -0.4334595
    PC8 <= -2.34682
    PC11 > -4.060817
    PC42 <= 0.2460434
    PC44 <= 0.9869432
    PC49 > -0.002580408
    PC55 > -0.3730481
    PC72 > -0.504717
    PC85 > 0.06851667
    PC93 <= 0.4416389
    ->  class 2\|3  [0.983]

Rule 45/224: (66.9/0.2, lift 9.0)
    PC1 <= -0.4334595
    PC2 <= 2.57978
    PC8 <= -0.2273773
    PC12 > 2.574274
    PC19 > -2.882286
    PC32 <= 1.524166
    PC40 > -0.713052
    PC63 <= 0.06488332
    PC89 > -0.2461074
    ->  class 2\|3  [0.983]

Rule 45/225: (53.1, lift 8.9)
    PC1 > -0.1814509
    PC1 <= 7.833367
    PC3 <= 0.09497605
    PC5 > -4.443321
    PC8 > -4.616251
    PC8 <= 0.0576438
    PC44 <= 1.164803
    PC56 > 0.01577579
    PC79 <= 0.6426493
    PC83 > -0.1538208
    ->  class 2\|3  [0.982]

Rule 45/226: (53.7, lift 8.9)
    PC1 <= -0.4334595
    PC6 <= 1.580282
    PC8 <= -2.34682
    PC38 > 0.168578
    PC68 > -1.82776
    PC99 <= -0.7223927
    ->  class 2\|3  [0.982]

Rule 45/227: (50.1, lift 8.9)
    PC8 <= -0.2273773
    PC35 > 2.158967
    PC40 > -0.713052
    PC63 <= 0.06488332
    ->  class 2\|3  [0.980]

Rule 45/228: (66.9/0.4, lift 8.9)
    PC1 <= -0.4334595
    PC8 <= -2.34682
    PC11 > -4.060817
    PC17 > -0.3912565
    PC29 <= 0.3038806
    PC44 <= 0.9869432
    PC85 <= 0.8082542
    PC93 <= 0.4416389
    PC99 > 0.7099166
    ->  class 2\|3  [0.979]

Rule 45/229: (102.9/1.4, lift 8.9)
    PC1 <= -0.4334595
    PC8 <= -2.34682
    PC67 > -8.675401
    PC72 <= -0.504717
    PC85 > 0.06851667
    ->  class 2\|3  [0.978]

Rule 45/230: (442.2/8.9, lift 8.9)
    PC1 <= -0.4334595
    PC8 <= -2.34682
    PC19 > -2.424658
    PC20 <= 0.7573689
    PC26 <= 1.716732
    PC38 <= 0.168578
    PC44 <= 0.9869432
    PC67 > -8.675401
    PC85 <= 0.06851667
    PC94 > -1.561759
    ->  class 2\|3  [0.978]

Rule 45/231: (44, lift 8.9)
    PC1 <= -0.4334595
    PC2 <= 2.57978
    PC8 <= -0.2273773
    PC24 <= 0.8893464
    PC29 > 0.01478292
    PC60 > -0.897952
    PC63 <= 0.06488332
    PC83 <= -1.073892
    ->  class 2\|3  [0.978]

Rule 45/232: (42.2, lift 8.9)
    PC1 <= -0.4334595
    PC2 <= 2.57978
    PC8 > -2.34682
    PC8 <= -0.2273773
    PC9 <= 10.07783
    PC10 > -0.5552376
    PC24 > -0.5368495
    PC26 <= 3.593514
    PC27 <= -0.1490105
    PC40 > -0.713052
    PC45 <= 0.424736
    PC60 > -0.897952
    PC63 <= 0.06488332
    PC88 <= 0.3967604
    PC89 <= -0.2461074
    ->  class 2\|3  [0.977]

Rule 45/233: (96.4/1.4, lift 8.9)
    PC8 <= -2.34682
    PC12 > 5.03618
    PC59 <= 0.668458
    PC68 > -1.82776
    ->  class 2\|3  [0.976]

Rule 45/234: (41.9, lift 8.9)
    PC1 > -0.4334595
    PC1 <= 7.833367
    PC3 <= 0.09497605
    PC5 > -4.443321
    PC8 <= 0.0576438
    PC11 > 2.046466
    PC44 <= 1.164803
    PC56 > 0.01577579
    PC83 <= -0.1538208
    ->  class 2\|3  [0.975]

Rule 45/235: (37.9, lift 8.9)
    PC1 <= -0.4334595
    PC2 <= 2.57978
    PC8 <= -0.2273773
    PC9 <= 10.07783
    PC21 <= 3.22876
    PC24 > -0.5368495
    PC27 <= -0.1490105
    PC29 <= 0.2788967
    PC51 > 0.2649137
    PC60 > -0.897952
    PC63 <= 0.06488332
    PC88 <= 0.3967604
    ->  class 2\|3  [0.975]

Rule 45/236: (36.2, lift 8.9)
    PC1 <= -0.4334595
    PC6 <= 1.580282
    PC8 <= -2.34682
    PC11 > -4.060817
    PC38 > 0.168578
    PC58 <= -0.4518657
    PC68 > -1.82776
    ->  class 2\|3  [0.974]

Rule 45/237: (32.9, lift 8.9)
    PC1 <= -0.4334595
    PC2 <= 2.57978
    PC8 <= -0.2273773
    PC9 <= 10.07783
    PC14 > -3.562955
    PC16 > 1.947675
    PC58 > -0.9946324
    PC59 <= 0.668458
    ->  class 2\|3  [0.971]

Rule 45/238: (84/1.5, lift 8.8)
    PC1 <= -0.4334595
    PC2 <= 2.57978
    PC8 > -2.34682
    PC8 <= -0.2273773
    PC10 > -0.2222511
    PC14 > -3.562955
    PC21 > -0.7329502
    PC25 <= 0.2228285
    PC41 <= 3.233286
    PC58 <= -0.9946324
    PC68 > -0.7434736
    ->  class 2\|3  [0.971]

Rule 45/239: (30, lift 8.8)
    PC1 <= -0.4334595
    PC2 <= 2.57978
    PC8 <= -0.2273773
    PC24 <= 0.8893464
    PC27 <= -0.1490105
    PC29 <= 0.01478292
    PC40 > -0.713052
    PC44 <= 0.4365815
    PC45 <= 0.424736
    PC60 > -0.897952
    PC63 <= 0.06488332
    PC88 <= 0.3967604
    ->  class 2\|3  [0.969]

Rule 45/240: (28.3, lift 8.8)
    PC1 <= -0.4334595
    PC2 <= 2.57978
    PC24 > 1.571487
    ->  class 2\|3  [0.967]

Rule 45/241: (26.5, lift 8.8)
    PC1 <= -0.4334595
    PC2 <= 2.57978
    PC8 <= -0.2273773
    PC9 <= 10.07783
    PC10 > -0.0008777652
    PC11 > -4.060817
    PC14 > -3.562955
    PC19 > -2.882286
    PC60 > 0.1102077
    PC63 > 0.06488332
    PC79 <= -0.08866115
    PC87 > -0.8339931
    ->  class 2\|3  [0.965]

Rule 45/242: (25.7, lift 8.8)
    PC2 <= 2.57978
    PC8 <= -0.2273773
    PC9 <= 10.07783
    PC37 <= 0.6603662
    PC63 > 0.06488332
    PC85 > 2.262085
    ->  class 2\|3  [0.964]

Rule 45/243: (22.9, lift 8.7)
    PC1 <= -0.4334595
    PC8 <= -2.34682
    PC38 <= 0.168578
    PC44 > 0.9869432
    PC67 > -8.675401
    PC67 <= -0.7200569
    ->  class 2\|3  [0.958]

Rule 45/244: (20, lift 8.7)
    PC1 <= -0.4334595
    PC8 <= -0.2273773
    PC19 <= -2.424658
    PC20 <= 0.7573689
    PC24 > 0.7534485
    PC38 <= 0.168578
    PC85 <= 0.06851667
    ->  class 2\|3  [0.954]

Rule 45/245: (54.6/1.6, lift 8.7)
    PC1 <= -0.4334595
    PC8 > -2.34682
    PC8 <= -0.2273773
    PC19 <= -2.882286
    PC55 > -0.5115289
    PC55 <= -0.03196046
    ->  class 2\|3  [0.953]

Rule 45/246: (138.7/5.7, lift 8.7)
    PC1 <= -0.4334595
    PC6 <= 1.580282
    PC8 <= -2.34682
    PC11 > -4.060817
    PC28 <= 0.1989879
    PC38 > 0.168578
    PC64 <= -0.2974173
    ->  class 2\|3  [0.952]

Rule 45/247: (240.4/12.4, lift 8.6)
    PC1 <= -0.4334595
    PC2 <= 2.57978
    PC7 <= 1.036133
    PC8 > -2.34682
    PC8 <= -0.2273773
    PC21 <= 3.22876
    PC22 > -2.06298
    PC24 <= 0.8893464
    PC27 > -0.1490105
    PC32 <= 1.524166
    PC40 > -0.713052
    PC44 <= 0.4212037
    PC58 > -0.9946324
    PC60 > -0.897952
    PC63 <= 0.06488332
    PC67 <= 0.9321573
    PC73 > -1.055204
    PC79 <= 0.5394546
    PC88 <= 0.3967604
    ->  class 2\|3  [0.945]

Rule 45/248: (118.8/6.7, lift 8.5)
    PC2 <= 2.57978
    PC8 <= -2.34682
    PC12 <= 1.221754
    PC17 > -0.3912565
    PC38 <= 0.168578
    PC44 <= 0.9869432
    PC49 <= -0.002580408
    PC51 <= -0.03930935
    PC85 > 0.06851667
    PC85 <= 0.8082542
    ->  class 2\|3  [0.936]

Rule 45/249: (449.6/28.2, lift 8.5)
    PC1 <= -0.4334595
    PC8 <= -2.34682
    PC9 <= 6.905536
    PC19 > -2.424658
    PC38 <= 0.168578
    PC44 <= 0.9869432
    PC85 <= 0.06851667
    PC89 <= 0.4358049
    PC94 > -1.561759
    ->  class 2\|3  [0.935]

Rule 45/250: (11.8, lift 8.5)
    PC1 <= -0.4334595
    PC2 <= 2.57978
    PC8 <= -0.2273773
    PC10 > -0.0008777652
    PC19 > -2.882286
    PC34 <= -0.358234
    PC37 <= 0.6603662
    PC60 > 0.1102077
    PC63 > 0.06488332
    ->  class 2\|3  [0.928]

Rule 45/251: (141.8/10.3, lift 8.4)
    PC1 <= -0.4334595
    PC8 <= -2.34682
    PC38 <= 0.168578
    PC67 > -8.675401
    PC79 > 0.2627645
    ->  class 2\|3  [0.921]

Rule 45/252: (10.5, lift 8.4)
    PC1 <= -0.4334595
    PC8 <= -2.34682
    PC11 > -4.060817
    PC85 > 0.7949203
    PC85 <= 0.8082542
    ->  class 2\|3  [0.919]

Rule 45/253: (9.9, lift 8.3)
    PC1 <= -0.4334595
    PC11 <= -4.060817
    PC22 <= -1.056395
    ->  class 2\|3  [0.916]

Rule 45/254: (9.3, lift 8.3)
    PC2 <= 2.57978
    PC8 > -2.34682
    PC27 <= -0.1490105
    PC44 <= 0.4365815
    PC51 <= 0.2649137
    PC68 > 2.207328
    PC88 <= 0.3967604
    ->  class 2\|3  [0.911]

Rule 45/255: (117.5/10.8, lift 8.2)
    PC1 > -0.1814509
    PC8 <= -4.616251
    PC25 > -0.2304425
    PC57 <= 0.2286142
    PC77 <= 1.212584
    ->  class 2\|3  [0.901]

Rule 45/256: (28/2.8, lift 7.9)
    PC1 <= -0.4334595
    PC2 <= 2.57978
    PC8 > -2.34682
    PC8 <= -0.2273773
    PC9 <= 10.07783
    PC10 > -0.5552376
    PC14 > -3.562955
    PC37 > 0.6603662
    PC58 > -0.9946324
    PC63 > 0.06488332
    ->  class 2\|3  [0.872]

Rule 45/257: (34.8/3.7, lift 7.9)
    PC1 <= -0.4334595
    PC8 > -2.34682
    PC8 <= -0.2273773
    PC9 <= 10.07783
    PC10 > -0.5552376
    PC26 > 3.593514
    PC59 <= 0.668458
    ->  class 2\|3  [0.872]

Rule 45/258: (433.1/221.6, lift 4.5)
    PC1 <= -0.4334595
    PC8 <= 2.293971
    PC9 <= -3.60995
    ->  class 2\|3  [0.488]

Rule 45/259: (188.6, lift 14.0)
    PC1 <= -0.4334595
    PC2 <= 2.57978
    PC11 <= -4.060817
    PC22 > -1.056395
    ->  class 2\|4  [0.995]

Rule 45/260: (148/1.8, lift 13.8)
    PC1 <= -0.4334595
    PC8 <= -2.34682
    PC29 <= 0.3038806
    PC38 <= 0.168578
    PC67 > -8.675401
    PC68 > -1.82776
    PC72 > -0.504717
    PC85 > 0.8082542
    ->  class 2\|4  [0.981]

Rule 45/261: (106.3/1.2, lift 13.8)
    PC1 <= -0.4334595
    PC8 <= -2.34682
    PC38 <= 0.168578
    PC42 > 0.2460434
    PC49 > -0.002580408
    PC68 > -1.82776
    PC85 > 0.06851667
    PC93 <= 0.4416389
    ->  class 2\|4  [0.979]

Rule 45/262: (164.6/3, lift 13.8)
    PC2 <= 2.57978
    PC8 <= -2.34682
    PC16 <= 0.4114715
    PC44 > 0.9869432
    PC59 <= 0.668458
    PC67 > -0.7200569
    PC68 > -1.82776
    PC79 <= 0.2627645
    ->  class 2\|4  [0.976]

Rule 45/263: (38.7, lift 13.7)
    PC1 <= -0.4334595
    PC2 <= 2.57978
    PC8 <= -0.2273773
    PC10 <= -0.2222511
    PC58 <= -0.9946324
    ->  class 2\|4  [0.975]

Rule 45/264: (38.8/1.2, lift 13.3)
    PC1 > -0.4334595
    PC8 <= -4.616251
    PC25 > -0.2304425
    PC77 > 1.212584
    ->  class 2\|4  [0.947]

Rule 45/265: (85.9/4, lift 13.3)
    PC8 <= -2.34682
    PC12 > 1.221754
    PC17 <= 0.9835293
    PC51 <= -0.03930935
    PC59 <= 0.668458
    PC72 > -0.504717
    PC85 > 0.06851667
    PC93 <= 0.4416389
    ->  class 2\|4  [0.943]

Rule 45/266: (209.4/11.6, lift 13.3)
    PC2 <= 2.57978
    PC8 <= -2.34682
    PC17 > -0.3912565
    PC17 <= 0.9835293
    PC20 <= 0.7573689
    PC38 <= 0.168578
    PC45 <= 0.1453556
    PC49 <= -0.002580408
    PC51 > -0.03930935
    PC72 > -0.504717
    PC85 > 0.06851667
    PC85 <= 0.7949203
    PC89 <= 0.598175
    PC93 <= 0.4416389
    PC99 <= 0.7099166
    ->  class 2\|4  [0.941]

Rule 45/267: (14.8, lift 13.3)
    PC1 > -0.4334595
    PC2 <= 2.57978
    PC8 <= -4.616251
    PC57 > 0.2286142
    ->  class 2\|4  [0.940]

Rule 45/268: (12.8, lift 13.1)
    PC1 <= -0.4334595
    PC2 <= 2.57978
    PC8 > -2.34682
    PC8 <= -0.2273773
    PC21 <= -0.7329502
    PC58 <= -0.9946324
    ->  class 2\|4  [0.932]

Rule 45/269: (14.4/0.6, lift 12.8)
    PC1 <= -0.4334595
    PC6 > 1.580282
    PC8 <= -2.34682
    PC38 > 0.168578
    ->  class 2\|4  [0.905]

Rule 45/270: (7.7, lift 12.6)
    PC8 <= -2.34682
    PC38 <= 0.168578
    PC44 <= 0.9869432
    PC68 > -1.82776
    PC88 > 1.028325
    ->  class 2\|4  [0.897]

Rule 45/271: (9.4/0.2, lift 12.6)
    PC1 <= -0.4334595
    PC8 > -2.34682
    PC8 <= -0.2273773
    PC19 <= -2.882286
    PC55 <= -0.5115289
    ->  class 2\|4  [0.896]

Rule 45/272: (807.6/83.7, lift 12.6)
    PC1 <= -0.4334595
    PC8 <= -2.34682
    PC19 <= -2.424658
    PC20 <= 0.7573689
    PC38 <= 0.168578
    ->  class 2\|4  [0.895]

Rule 45/273: (21.2/1.5, lift 12.6)
    PC8 <= -2.34682
    PC67 <= -8.675401
    PC68 > -1.82776
    ->  class 2\|4  [0.892]

Rule 45/274: (15.7/1.2, lift 12.3)
    PC1 <= -0.4334595
    PC2 <= 2.57978
    PC8 <= -0.2273773
    PC9 <= 10.07783
    PC16 <= 1.947675
    PC45 > 0.424736
    PC58 > -0.9946324
    PC63 <= 0.06488332
    ->  class 2\|4  [0.874]

Rule 45/275: (43.9/15.8, lift 8.9)
    PC1 > -0.4334595
    PC1 <= -0.1814509
    PC2 <= 0.7056494
    PC8 <= 0.08273966
    PC41 <= 0.7826157
    ->  class 2\|4  [0.633]

Rule 45/276: (41.6/15.9, lift 8.6)
    PC1 <= -0.4334595
    PC2 <= 2.57978
    PC8 > -2.34682
    PC8 <= -0.2273773
    PC26 <= 3.593514
    PC29 > 0.2788967
    PC40 > -0.713052
    PC58 > -0.9946324
    PC63 <= 0.06488332
    ->  class 2\|4  [0.614]

Rule 45/277: (33.2/14.1, lift 8.1)
    PC8 <= -2.34682
    PC26 > 1.716732
    PC38 <= 0.168578
    PC44 <= 0.9869432
    PC85 <= 0.06851667
    PC89 > 0.4358049
    ->  class 2\|4  [0.571]

Default class: 1\|1

-----  Trial 46:  -----

Rules:

Rule 46/1: (172.7/0.4, lift 15.4)
    PC3 > -1.662225
    PC3 <= 1.640775
    PC9 <= 0.64594
    PC17 > -0.318235
    PC18 > 0.6478552
    PC26 <= 0.6085084
    PC30 <= 2.044923
    PC31 <= 0.1922682
    PC45 <= 1.476614
    PC56 <= 0.9129067
    PC76 <= 0.4622894
    PC81 > -0.4921752
    PC91 > -0.5170875
    PC96 > -0.4595961
    PC97 <= 0.483891
    ->  class 0\|0  [0.992]

Rule 46/2: (88.6, lift 15.4)
    PC13 <= 6.717022
    PC17 > -0.4770822
    PC18 > 0.6478552
    PC21 <= 0.4791392
    PC24 <= -2.807883
    PC26 <= 0.6085084
    PC49 <= 0.9187676
    PC81 > -0.4921752
    PC93 <= 1.109767
    ->  class 0\|0  [0.989]

Rule 46/3: (95.8, lift 15.4)
    PC7 > -0.9240131
    PC17 > -0.4770822
    PC18 > 0.6478552
    PC26 <= 0.6085084
    PC43 <= -1.226377
    PC45 <= 1.476614
    PC84 > -0.4189914
    PC93 <= 1.109767
    ->  class 0\|0  [0.989]

Rule 46/4: (92.7, lift 15.4)
    PC1 > -0.7080471
    PC7 > -0.9240131
    PC8 <= 0.2398475
    PC18 > 0.6478552
    PC26 <= 0.6085084
    PC32 <= 2.240668
    PC47 > -1.610874
    PC49 <= 0.9187676
    PC71 <= -0.5062129
    PC91 <= 2.682686
    PC93 <= 1.109767
    ->  class 0\|0  [0.989]

Rule 46/5: (91.9, lift 15.4)
    PC3 > -1.043758
    PC3 <= 1.640775
    PC8 > -0.15241
    PC9 <= 0.64594
    PC17 > -0.4770822
    PC18 > 0.6478552
    PC30 <= 2.044923
    PC47 > -0.5816528
    PC76 <= 0.4622894
    ->  class 0\|0  [0.989]

Rule 46/6: (72.9, lift 15.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC8 > 0.2398475
    PC17 > -0.4770822
    PC18 > 0.6478552
    PC81 > -0.4921752
    ->  class 0\|0  [0.987]

Rule 46/7: (103.8/0.7, lift 15.3)
    PC1 > -0.7080471
    PC8 > -0.15241
    PC13 <= 6.717022
    PC18 > 0.6478552
    PC26 <= 0.6085084
    PC29 > -0.285642
    PC47 <= -0.5816528
    PC81 > -0.4921752
    PC86 > -1.272787
    ->  class 0\|0  [0.984]

Rule 46/8: (138.5/1.5, lift 15.3)
    PC3 <= 1.640775
    PC13 <= 6.717022
    PC17 > -0.4770822
    PC18 > 0.6478552
    PC21 <= 0.4791392
    PC30 > -3.190067
    PC43 <= 1.800024
    PC52 > -6.357232
    PC59 > -3.410317
    PC86 <= -1.272787
    PC87 <= 1.0369
    PC89 > -2.380763
    PC94 <= 2.268804
    ->  class 0\|0  [0.982]

Rule 46/9: (55.9, lift 15.3)
    PC3 <= 1.640775
    PC8 <= -0.15241
    PC13 <= 6.717022
    PC17 > -0.318235
    PC18 > 0.6478552
    PC26 <= 0.6085084
    PC32 <= 2.240668
    PC33 > -2.420491
    PC52 > -6.357232
    PC59 > -3.410317
    PC81 > -0.4921752
    PC84 > -0.4189914
    PC87 <= 1.0369
    PC91 > -1.730557
    ->  class 0\|0  [0.981]

Rule 46/10: (51.6, lift 15.3)
    PC1 <= -0.7080471
    PC2 > 2.5099
    PC7 > -0.9240131
    PC8 > -0.15241
    PC13 <= 6.717022
    PC17 > -0.4770822
    PC22 > 1.121969
    PC26 <= 0.6085084
    ->  class 0\|0  [0.981]

Rule 46/11: (43.9, lift 15.2)
    PC2 > 2.5099
    PC13 <= 6.717022
    PC17 > -0.4770822
    PC18 > 0.6478552
    PC30 > -3.190067
    PC91 <= 2.682686
    PC100 <= -1.469016
    ->  class 0\|0  [0.978]

Rule 46/12: (237/7, lift 15.0)
    PC1 > -0.7080471
    PC7 > -0.9240131
    PC13 > -2.766053
    PC18 > 3.003798
    PC26 <= 0.6085084
    PC36 <= 2.176832
    PC48 <= 0.2168016
    PC53 <= 1.160364
    PC55 > -0.2013405
    PC56 <= 0.9129067
    PC66 > -0.6159505
    PC70 > -0.7704364
    PC92 <= 0.2666446
    PC97 <= 0.483891
    ->  class 0\|0  [0.966]

Rule 46/13: (192.1/7.7, lift 14.9)
    PC11 <= 0.01816214
    PC13 <= 6.717022
    PC17 > -0.4770822
    PC18 > 0.6478552
    PC21 <= 0.4791392
    PC26 <= 0.6085084
    PC32 <= 2.240668
    PC47 <= 1.262969
    PC84 <= -0.4189914
    PC87 <= 1.0369
    PC91 > -1.730557
    PC91 <= 2.682686
    ->  class 0\|0  [0.955]

Rule 46/14: (9.2, lift 14.2)
    PC2 > 2.5099
    PC6 > 0.1520526
    PC9 <= 0.64594
    PC18 > 0.6478552
    PC76 > 0.4622894
    ->  class 0\|0  [0.911]

Rule 46/15: (9.1, lift 14.2)
    PC13 > 6.717022
    PC18 > 3.528055
    PC31 > 0.1783828
    PC47 > -1.610874
    PC51 > -2.976097
    ->  class 0\|0  [0.910]

Rule 46/16: (8.6, lift 14.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC8 > 0.1548424
    PC18 > -1.007941
    PC18 <= 0.6478552
    PC87 <= -1.075903
    ->  class 0\|0  [0.903]

Rule 46/17: (4.6, lift 13.2)
    PC13 > 6.717022
    PC18 > 3.528055
    PC37 <= -0.2538081
    PC51 > -2.976097
    ->  class 0\|0  [0.848]

Rule 46/18: (6.3/0.4, lift 12.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC8 > 0.1548424
    PC18 > -1.007941
    PC18 <= 0.6478552
    PC64 > 0.9884205
    ->  class 0\|0  [0.828]

Rule 46/19: (3.6, lift 12.8)
    PC2 > 2.5099
    PC17 <= -0.4770822
    PC18 > 0.6478552
    PC46 <= -1.833859
    ->  class 0\|0  [0.822]

Rule 46/20: (63.4/23.8, lift 9.7)
    PC2 > 2.5099
    PC13 <= 6.717022
    PC18 > 0.6478552
    PC21 > 0.4791392
    PC28 <= 3.364948
    PC52 > -6.357232
    PC87 <= 1.0369
    ->  class 0\|0  [0.622]

Rule 46/21: (100.2, lift 12.6)
    PC2 > 2.5099
    PC13 <= 6.717022
    PC18 > 0.6478552
    PC28 <= 3.364948
    PC84 > -0.4189914
    PC86 > -1.272787
    PC87 <= 1.0369
    PC89 > -2.380763
    PC93 > 1.109767
    PC100 > -1.469016
    ->  class 0\|1  [0.990]

Rule 46/22: (83.3, lift 12.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC8 > -0.15241
    PC13 <= 6.717022
    PC17 > -0.4770822
    PC21 <= 0.4791392
    PC31 <= 0.1922682
    PC43 > -1.226377
    PC48 <= 0.2168016
    PC55 > -0.2013405
    PC66 <= -0.6159505
    PC84 > -0.4189914
    ->  class 0\|1  [0.988]

Rule 46/23: (106.8/0.7, lift 12.6)
    PC3 <= -1.043758
    PC8 > -0.15241
    PC13 <= 6.717022
    PC17 > -0.4770822
    PC18 > 0.6478552
    PC21 <= 0.4791392
    PC43 > -1.226377
    PC43 <= 1.800024
    PC47 > -0.5816528
    PC84 > -0.4189914
    PC86 > -1.272787
    PC97 > 0.483891
    PC100 > -1.469016
    ->  class 0\|1  [0.985]

Rule 46/24: (68.7, lift 12.6)
    PC3 <= 1.640775
    PC8 <= 0.2398475
    PC13 <= 6.717022
    PC18 > 0.6478552
    PC24 > -2.807883
    PC30 > -2.356448
    PC43 <= 1.800024
    PC53 > 1.160364
    PC71 > -0.5062129
    PC86 > -1.272787
    PC89 > -2.380763
    PC91 > -1.730557
    PC100 > -1.469016
    ->  class 0\|1  [0.985]

Rule 46/25: (61.3, lift 12.6)
    PC3 <= -1.662225
    PC13 <= 6.717022
    PC18 > 0.6478552
    PC33 > -2.420491
    PC43 > -1.226377
    PC47 > -0.5816528
    PC55 > -0.2013405
    PC59 > -3.410317
    PC76 <= 0.4622894
    PC84 > -0.4189914
    PC86 > -1.272787
    PC87 <= 1.0369
    PC89 > -2.380763
    PC92 > 0.2666446
    ->  class 0\|1  [0.984]

Rule 46/26: (59.1, lift 12.5)
    PC3 <= -1.043758
    PC8 <= 0.2398475
    PC13 <= 6.717022
    PC17 > -0.4770822
    PC18 > 0.6478552
    PC21 <= 0.4791392
    PC30 > -2.356448
    PC31 > 0.1922682
    PC47 > -0.5816528
    PC76 <= 0.4622894
    PC84 > -0.4189914
    ->  class 0\|1  [0.983]

Rule 46/27: (88.4/0.7, lift 12.5)
    PC13 <= 6.717022
    PC17 > -0.4770822
    PC18 > 0.6478552
    PC26 <= 0.6085084
    PC30 > -2.356448
    PC33 <= -2.420491
    PC86 > -1.272787
    ->  class 0\|1  [0.981]

Rule 46/28: (152.2/2, lift 12.5)
    PC3 <= -1.009411
    PC13 <= 6.717022
    PC18 > 0.6478552
    PC21 <= 0.4791392
    PC30 > -2.356448
    PC43 <= 1.800024
    PC54 > -1.184697
    PC65 <= 2.146915
    PC81 <= -0.4921752
    PC84 > -0.4189914
    PC86 > -1.272787
    ->  class 0\|1  [0.980]

Rule 46/29: (67.7/0.5, lift 12.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC8 > 0.1548424
    PC18 > -1.007941
    PC18 <= 0.6478552
    PC64 <= 0.9884205
    PC87 > -1.075903
    ->  class 0\|1  [0.978]

Rule 46/30: (43.3, lift 12.5)
    PC3 <= -1.662225
    PC13 <= 6.717022
    PC18 > 0.6478552
    PC26 <= 0.6085084
    PC30 > -3.190067
    PC32 <= 2.240668
    PC36 > 2.176832
    PC84 > -0.4189914
    PC86 > -1.272787
    ->  class 0\|1  [0.978]

Rule 46/31: (37.9, lift 12.4)
    PC8 > -0.15241
    PC18 > 0.6478552
    PC21 <= 0.4791392
    PC24 > -2.807883
    PC26 <= 0.6085084
    PC43 > -1.226377
    PC48 <= 0.2168016
    PC70 <= -0.7704364
    PC97 <= 0.483891
    PC100 > -1.469016
    ->  class 0\|1  [0.975]

Rule 46/32: (39.5, lift 12.4)
    PC2 > 2.5099
    PC9 > 0.64594
    PC18 > 0.6478552
    PC100 > -1.469016
    ->  class 0\|1  [0.975]

Rule 46/33: (49.9/0.4, lift 12.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC15 > 0.4854996
    PC18 <= -1.007941
    PC55 > 0.8615937
    ->  class 0\|1  [0.974]

Rule 46/34: (89.6/1.4, lift 12.4)
    PC1 <= -0.7080471
    PC2 > 2.5099
    PC7 > -0.9240131
    PC8 > -0.15241
    PC13 <= 6.717022
    PC18 > 0.6478552
    PC22 <= 1.121969
    PC26 <= 0.6085084
    PC43 > -1.226377
    PC43 <= 1.800024
    PC84 > -0.4189914
    ->  class 0\|1  [0.974]

Rule 46/35: (84.4/1.4, lift 12.4)
    PC3 <= -1.662225
    PC7 > -0.9240131
    PC8 > -0.15241
    PC13 <= 6.717022
    PC17 > -0.318235
    PC18 > 0.6478552
    PC24 > -2.807883
    PC43 > -1.226377
    PC47 > -0.5816528
    PC55 <= -0.2013405
    ->  class 0\|1  [0.973]

Rule 46/36: (80.9/1.2, lift 12.4)
    PC17 > -0.318235
    PC21 <= 0.4791392
    PC24 > -2.807883
    PC30 > 2.044923
    PC47 > -0.5816528
    PC76 <= 0.4622894
    PC81 > -0.4921752
    PC84 > -0.4189914
    PC87 <= 1.0369
    ->  class 0\|1  [0.973]

Rule 46/37: (32.4, lift 12.4)
    PC2 > 2.5099
    PC3 > -1.662225
    PC3 <= -1.043758
    PC17 > -0.4770822
    PC81 > -0.4921752
    PC84 > -0.4189914
    PC96 <= -0.4595961
    PC100 > -1.469016
    ->  class 0\|1  [0.971]

Rule 46/38: (132.5/3, lift 12.4)
    PC2 > 2.5099
    PC2 <= 6.470094
    PC3 <= 1.640775
    PC8 <= 0.1548424
    PC10 <= -0.8565096
    PC18 > -1.007941
    PC18 <= 0.6478552
    PC28 <= 0.03185407
    PC31 <= 0.2188425
    PC55 > -0.02877657
    PC71 > -0.2554744
    PC84 <= 0.4177404
    ->  class 0\|1  [0.970]

Rule 46/39: (107.5/2.4, lift 12.4)
    PC1 > -0.7080471
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 <= 0.1520526
    PC8 > -0.15241
    PC17 > -0.4770822
    PC21 <= 0.4791392
    PC30 > -3.190067
    PC33 > -2.420491
    PC43 > -1.226377
    PC47 > -0.5816528
    PC76 > 0.4622894
    PC81 > -0.4921752
    PC84 > -0.4189914
    PC100 > -1.469016
    ->  class 0\|1  [0.969]

Rule 46/40: (168.2/5, lift 12.3)
    PC3 <= -1.662225
    PC8 > -0.15241
    PC8 <= 0.2398475
    PC13 <= 6.717022
    PC17 > -0.318235
    PC18 > 0.6478552
    PC18 <= 3.003798
    PC21 <= 0.4791392
    PC26 <= 0.6085084
    PC43 > -1.226377
    PC43 <= 1.800024
    PC47 > -0.5816528
    ->  class 0\|1  [0.965]

Rule 46/41: (32.6/0.3, lift 12.3)
    PC2 > 2.5099
    PC13 <= 6.717022
    PC18 > 0.6478552
    PC26 <= 0.6085084
    PC28 <= 3.364948
    PC30 > -2.356448
    PC32 <= 2.240668
    PC52 > -6.357232
    PC59 > -3.410317
    PC89 > -2.380763
    PC91 <= -1.730557
    PC100 > -1.469016
    ->  class 0\|1  [0.964]

Rule 46/42: (87.8/2.3, lift 12.3)
    PC13 > 6.717022
    PC18 > 3.528055
    PC20 > -3.980935
    PC31 <= 0.1783828
    PC37 > -0.2538081
    PC47 > -1.610874
    PC52 <= 3.547627
    ->  class 0\|1  [0.964]

Rule 46/43: (79.1/2, lift 12.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 <= -0.9240131
    PC8 <= 0.2398475
    PC18 > 0.6478552
    PC24 > -2.807883
    PC30 > -2.356448
    PC43 <= 1.800024
    PC84 > -0.4189914
    PC86 > -1.272787
    ->  class 0\|1  [0.963]

Rule 46/44: (22.8, lift 12.2)
    PC10 <= -0.8565096
    PC18 > -1.007941
    PC38 <= -2.810091
    ->  class 0\|1  [0.960]

Rule 46/45: (45.9/0.9, lift 12.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC11 > 0.01816214
    PC17 > -0.4770822
    PC18 > 0.6478552
    PC28 <= 3.364948
    PC30 > -2.356448
    PC32 <= 2.240668
    PC59 > -3.410317
    PC84 <= -0.4189914
    PC87 <= 1.0369
    PC89 > -2.380763
    ->  class 0\|1  [0.960]

Rule 46/46: (54.2/1.3, lift 12.2)
    PC1 > -0.7080471
    PC2 > 2.5099
    PC3 <= -1.662225
    PC8 > -0.15241
    PC13 <= 6.717022
    PC17 > -0.4770822
    PC24 > -2.807883
    PC30 <= 2.044923
    PC47 > -0.5816528
    PC48 > 0.2168016
    PC55 > -0.2013405
    PC71 > -0.5062129
    PC84 > -0.4189914
    ->  class 0\|1  [0.958]

Rule 46/47: (20.7, lift 12.2)
    PC8 > -0.15241
    PC13 <= -2.766053
    PC18 > 0.6478552
    PC24 > -2.807883
    PC43 > -1.226377
    PC84 > -0.4189914
    ->  class 0\|1  [0.956]

Rule 46/48: (74.5/2.6, lift 12.1)
    PC2 > 2.5099
    PC2 <= 6.470094
    PC8 <= 0.1548424
    PC10 <= -0.8565096
    PC18 > -0.008587785
    PC18 <= 0.6478552
    PC55 > -0.02877657
    PC84 <= 0.4177404
    ->  class 0\|1  [0.953]

Rule 46/49: (17.6, lift 12.1)
    PC2 > 2.5099
    PC3 > -1.662225
    PC3 <= 1.640775
    PC18 > 0.6478552
    PC21 <= 0.4791392
    PC91 <= -0.5170875
    PC93 <= 1.109767
    ->  class 0\|1  [0.949]

Rule 46/50: (22.2/0.2, lift 12.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 6.717022
    PC17 > -0.4770822
    PC32 > 2.240668
    PC47 > -1.610874
    PC86 > -1.272787
    ->  class 0\|1  [0.949]

Rule 46/51: (9.1, lift 11.6)
    PC13 > 6.717022
    PC18 > 0.6478552
    PC18 <= 3.528055
    PC47 > -1.610874
    PC51 > -2.976097
    PC74 > 0.9883926
    ->  class 0\|1  [0.910]

Rule 46/52: (144.4/12.6, lift 11.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 6.717022
    PC17 <= -0.4770822
    PC18 > 0.6478552
    PC42 <= 1.944521
    PC46 > -1.833859
    PC51 > -2.976097
    PC87 <= 1.0369
    PC89 > -2.380763
    PC98 <= 0.6747627
    ->  class 0\|1  [0.907]

Rule 46/53: (35.1/2.8, lift 11.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC17 > -0.4770822
    PC17 <= -0.318235
    PC18 > 0.6478552
    PC32 <= 2.240668
    PC43 <= 1.800024
    PC84 > -0.4189914
    PC86 > -1.272787
    ->  class 0\|1  [0.897]

Rule 46/54: (46.6/4.3, lift 11.4)
    PC2 > 6.470094
    PC8 <= 0.1548424
    PC10 <= -0.8565096
    PC18 > -1.007941
    PC84 <= 0.4177404
    PC93 > 0.1459639
    ->  class 0\|1  [0.891]

Rule 46/55: (80.2/8.2, lift 11.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 6.717022
    PC18 > 0.6478552
    PC28 <= 3.364948
    PC47 > 1.262969
    PC51 > -2.976097
    PC89 > -2.380763
    ->  class 0\|1  [0.889]

Rule 46/56: (5.3, lift 11.0)
    PC13 > 6.717022
    PC18 > 0.6478552
    PC18 <= 3.528055
    PC34 > 6.608083
    PC47 > -1.610874
    ->  class 0\|1  [0.863]

Rule 46/57: (54.8/7.2, lift 10.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC10 > -0.8565096
    PC10 <= 4.043146
    PC18 > -1.007941
    PC18 <= 0.6478552
    PC43 <= -0.4846312
    ->  class 0\|1  [0.855]

Rule 46/58: (154.2/22.3, lift 10.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 6.717022
    PC17 > -0.4770822
    PC18 > 0.6478552
    PC26 > 0.6085084
    PC28 <= 3.364948
    PC59 > -3.410317
    PC86 > -1.272787
    PC87 <= 1.0369
    PC100 > -1.469016
    ->  class 0\|1  [0.851]

Rule 46/59: (26.8/4.4, lift 10.4)
    PC18 <= -1.007941
    PC55 <= 0.8615937
    PC78 > 2.745598
    PC79 > -0.2786686
    ->  class 0\|1  [0.813]

Rule 46/60: (43.1, lift 10.3)
    PC2 > 2.5099
    PC12 <= 0.09670471
    PC18 > 0.6478552
    PC21 > 0.4791392
    PC38 > -1.858445
    PC52 > -6.357232
    PC87 <= 1.0369
    PC89 > -2.380763
    ->  class 0\|2  [0.978]

Rule 46/61: (37/0.2, lift 10.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC17 > -0.4770822
    PC26 > 0.6085084
    PC72 > 0.5586579
    PC87 <= 1.0369
    ->  class 0\|2  [0.969]

Rule 46/62: (19.1, lift 10.1)
    PC13 > 6.717022
    PC51 > -2.976097
    PC52 > 3.547627
    ->  class 0\|2  [0.953]

Rule 46/63: (300.7/154.1, lift 5.2)
    PC13 > 6.717022
    PC18 > 0.6478552
    PC51 > -2.976097
    ->  class 0\|2  [0.488]

Rule 46/64: (7477.8/5591.2, lift 2.7)
    PC2 > 2.5099
    ->  class 0\|2  [0.252]

Rule 46/65: (109.2, lift 11.8)
    PC7 > -0.4666672
    PC18 <= -1.415568
    PC23 <= 1.435465
    PC31 > -0.3032027
    PC32 > -1.68235
    PC32 <= 1.139101
    PC36 <= 1.293612
    PC38 > -4.870486
    PC43 > -1.939943
    PC48 > -0.4926009
    PC87 <= -0.4112684
    ->  class 0\|3  [0.991]

Rule 46/66: (84.3, lift 11.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 <= 9.191122
    PC7 > 0.4308184
    PC13 > -1.356722
    PC15 <= 0.787059
    PC18 <= 0.6478552
    PC43 > -1.939943
    PC44 <= 0.7597886
    PC51 > -1.046492
    PC61 > -0.4790628
    PC64 <= 0.1860472
    PC84 <= 0.319197
    PC93 > -0.1954447
    ->  class 0\|3  [0.988]

Rule 46/67: (72.5, lift 11.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 <= -1.007941
    PC31 > 0.2690308
    PC43 > -1.939943
    PC51 > -1.046492
    PC74 <= 4.941581
    ->  class 0\|3  [0.987]

Rule 46/68: (93.9/0.4, lift 11.8)
    PC3 <= 1.640775
    PC4 <= 9.191122
    PC7 > -0.4666672
    PC15 <= 0.787059
    PC16 > -0.02323213
    PC18 <= -1.007941
    PC31 > -0.3032027
    PC32 <= 1.139101
    PC34 > -3.30041
    PC36 <= 1.293612
    PC77 > -0.7246762
    PC78 <= 2.745598
    PC98 <= -0.5990894
    ->  class 0\|3  [0.986]

Rule 46/69: (168.7/1.5, lift 11.8)
    PC3 <= 1.640775
    PC7 > -0.4666672
    PC9 <= -0.09858543
    PC15 <= 0.787059
    PC18 <= -1.415568
    PC31 > -0.3032027
    PC32 <= 1.139101
    PC36 <= 1.293612
    PC44 <= 0.7597886
    PC51 > -1.046492
    PC57 <= 1.390045
    PC74 <= 4.941581
    PC79 > -1.619337
    PC86 > -1.46784
    ->  class 0\|3  [0.985]

Rule 46/70: (63.5, lift 11.8)
    PC4 <= 9.191122
    PC7 > -0.4666672
    PC9 > -0.08539487
    PC13 > -1.748959
    PC18 <= -1.415568
    PC32 > -1.68235
    PC36 <= 1.293612
    PC48 > -0.4926009
    PC51 > -1.046492
    PC99 > -1.106277
    PC99 <= -0.4015151
    ->  class 0\|3  [0.985]

Rule 46/71: (62.1, lift 11.8)
    PC2 > 2.5099
    PC17 <= -7.139768
    ->  class 0\|3  [0.984]

Rule 46/72: (59.8, lift 11.8)
    PC3 <= -0.4935342
    PC7 > -0.4666672
    PC15 <= 0.787059
    PC18 <= -1.007941
    PC32 > -1.68235
    PC32 <= 1.139101
    PC52 > 1.397777
    PC53 <= 1.4151
    PC61 > -0.4790628
    PC82 > -2.050006
    PC87 > -0.3099036
    ->  class 0\|3  [0.984]

Rule 46/73: (57.8, lift 11.7)
    PC2 > 2.5099
    PC7 > -0.4666672
    PC9 > -0.08539487
    PC15 <= 0.787059
    PC18 <= 0.6478552
    PC27 <= 2.077023
    PC32 <= 1.139101
    PC34 > -3.30041
    PC48 > -0.4926009
    PC53 > 1.436921
    PC57 <= 1.390045
    PC78 > -1.166037
    PC78 <= 2.745598
    ->  class 0\|3  [0.983]

Rule 46/74: (106/0.8, lift 11.7)
    PC2 > 2.5099
    PC4 <= 9.191122
    PC7 > -0.4666672
    PC18 <= -1.007941
    PC27 > 2.077023
    PC31 > -0.3032027
    PC33 <= 4.564105
    PC82 > -2.050006
    PC92 > -1.575889
    ->  class 0\|3  [0.983]

Rule 46/75: (50.3, lift 11.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC15 <= 0.787059
    PC18 <= -1.007941
    PC39 <= -1.445797
    PC43 > -1.939943
    ->  class 0\|3  [0.981]

Rule 46/76: (42.3, lift 11.7)
    PC2 > 2.5099
    PC4 <= 9.191122
    PC7 > -0.4666672
    PC15 <= 0.787059
    PC18 <= -1.007941
    PC43 > -1.939943
    PC46 > 0.620156
    PC82 > -2.050006
    ->  class 0\|3  [0.977]

Rule 46/77: (39.2, lift 11.7)
    PC18 <= -1.007941
    PC38 > -4.870486
    PC40 <= -2.798079
    PC55 <= 0.8615937
    PC74 <= 4.941581
    ->  class 0\|3  [0.976]

Rule 46/78: (39.2, lift 11.7)
    PC2 > 2.5099
    PC18 <= -1.007941
    PC38 > -4.870486
    PC41 <= 0.5393382
    PC88 > 4.915774
    ->  class 0\|3  [0.976]

Rule 46/79: (122.4/2, lift 11.7)
    PC7 > -0.4666672
    PC9 > -0.08539487
    PC15 <= 0.787059
    PC18 <= -1.415568
    PC19 <= 0.1093912
    PC32 <= 1.139101
    PC34 > -3.30041
    PC44 <= 0.7597886
    PC53 <= 1.4151
    PC61 > -0.4790628
    PC78 > -1.166037
    PC87 > -0.3099036
    PC90 <= -0.1284904
    PC99 > -1.106277
    ->  class 0\|3  [0.976]

Rule 46/80: (37.9, lift 11.6)
    PC3 > -0.4935342
    PC3 <= 1.640775
    PC15 <= 0.787059
    PC18 <= -1.007941
    PC19 <= 0.1093912
    PC44 <= 0.7597886
    PC71 > -0.8336673
    PC96 <= 1.173544
    ->  class 0\|3  [0.975]

Rule 46/81: (60.7/0.7, lift 11.6)
    PC3 <= 1.640775
    PC7 > -0.4666672
    PC9 > -0.08539487
    PC18 <= -1.415568
    PC21 > 0.1730336
    PC32 <= 1.139101
    PC51 > -1.046492
    PC57 <= 1.390045
    PC96 > -0.4075566
    ->  class 0\|3  [0.973]

Rule 46/82: (117.8/2.5, lift 11.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 <= 5.38841
    PC6 <= 0.132799
    PC7 > -0.713163
    PC8 <= 0.1548424
    PC10 > -0.8565096
    PC18 > -1.007941
    PC18 <= 0.6478552
    PC43 > -0.4846312
    PC75 > -0.06836645
    PC91 > -2.622873
    ->  class 0\|3  [0.970]

Rule 46/83: (166.3/4.3, lift 11.6)
    PC7 > -0.4666672
    PC9 > -0.08539487
    PC13 > -1.356722
    PC15 <= 0.787059
    PC18 <= -1.415568
    PC23 <= 1.435465
    PC25 <= 0.9713756
    PC31 > -0.3032027
    PC44 <= 0.7597886
    PC51 > -1.046492
    PC61 > -0.4790628
    PC64 > 0.1860472
    PC78 > -1.166037
    PC82 > -2.050006
    PC96 <= 1.173544
    ->  class 0\|3  [0.969]

Rule 46/84: (30.4, lift 11.6)
    PC2 > 2.5099
    PC18 > 0.6478552
    PC51 <= -2.976097
    ->  class 0\|3  [0.969]

Rule 46/85: (94.5/2.2, lift 11.6)
    PC2 > 2.5099
    PC3 <= 0.3461719
    PC15 <= 0.787059
    PC16 <= -0.02323213
    PC18 <= -1.641883
    PC41 <= 0.5393382
    PC78 <= 2.745598
    ->  class 0\|3  [0.967]

Rule 46/86: (66.1/1.3, lift 11.6)
    PC3 <= 1.640775
    PC4 <= 9.191122
    PC7 > -0.4666672
    PC15 <= 0.787059
    PC16 > -0.02323213
    PC18 <= -1.007941
    PC34 > -3.30041
    PC77 <= -0.7246762
    PC82 > -2.050006
    PC92 > -1.575889
    ->  class 0\|3  [0.967]

Rule 46/87: (118.4/2.9, lift 11.6)
    PC2 > 2.5099
    PC7 > -0.4666672
    PC9 > -0.08539487
    PC13 > -1.748959
    PC15 <= 0.787059
    PC18 <= -1.415568
    PC19 <= 0.1093912
    PC25 <= 0.9713756
    PC34 > -3.30041
    PC44 <= 0.7597886
    PC51 > -1.046492
    PC53 <= 1.4151
    PC61 > -0.4790628
    PC71 > -0.8336673
    PC78 > -1.166037
    PC87 > -0.3099036
    PC93 <= -0.1954447
    PC96 <= 1.173544
    PC99 > -1.106277
    ->  class 0\|3  [0.967]

Rule 46/88: (111.1/2.8, lift 11.5)
    PC2 > 2.5099
    PC7 > -0.4666672
    PC15 <= 0.787059
    PC18 <= -1.415568
    PC25 <= 0.9713756
    PC32 <= 1.139101
    PC44 <= 0.7597886
    PC53 <= 1.4151
    PC61 > -0.4790628
    PC79 > -1.619337
    PC87 > -0.3099036
    PC96 <= -0.4075566
    PC99 > -1.106277
    ->  class 0\|3  [0.967]

Rule 46/89: (115.9/3.1, lift 11.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC15 <= 0.787059
    PC18 <= -1.415568
    PC31 > -0.3032027
    PC32 > -1.68235
    PC32 <= 1.139101
    PC43 > -1.939943
    PC44 <= 0.7597886
    PC53 <= 1.4151
    PC61 > -0.4790628
    PC71 > -0.8336673
    PC79 > -1.619337
    PC86 > -1.46784
    PC100 <= -0.3379843
    ->  class 0\|3  [0.965]

Rule 46/90: (27, lift 11.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC15 <= 0.4854996
    PC18 <= -1.007941
    PC55 > 0.8615937
    ->  class 0\|3  [0.965]

Rule 46/91: (26.6, lift 11.5)
    PC4 > 5.38841
    PC10 > -0.8565096
    PC18 <= 0.6478552
    PC39 <= -1.854302
    ->  class 0\|3  [0.965]

Rule 46/92: (79.2/2.9, lift 11.4)
    PC3 <= 1.640775
    PC7 > -0.4666672
    PC9 > -0.08539487
    PC13 > -1.356722
    PC15 <= 0.787059
    PC18 <= -1.415568
    PC25 <= 0.9713756
    PC74 <= -0.4087485
    PC84 <= 0.319197
    PC87 > -0.3099036
    PC96 > -0.4075566
    PC99 > -1.106277
    ->  class 0\|3  [0.952]

Rule 46/93: (18.8, lift 11.4)
    PC2 > 2.5099
    PC47 > -1.610874
    PC80 <= -4.027995
    ->  class 0\|3  [0.952]

Rule 46/94: (30/0.6, lift 11.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 > -4.920917
    PC4 <= 5.38841
    PC7 > -0.713163
    PC10 > -0.8565096
    PC18 > -1.007941
    PC18 <= 0.6478552
    PC43 > -0.4846312
    PC51 > -0.675656
    PC75 <= -0.06836645
    ->  class 0\|3  [0.949]

Rule 46/95: (14.1, lift 11.2)
    PC13 > 6.717022
    PC18 > 0.6478552
    PC18 <= 3.528055
    PC30 > -3.190067
    PC47 > -1.610874
    PC94 <= -1.333739
    ->  class 0\|3  [0.938]

Rule 46/96: (144.8/8.2, lift 11.2)
    PC2 > 2.5099
    PC18 <= -1.007941
    PC33 <= 4.256032
    PC43 > -1.939943
    PC55 <= 0.8615937
    PC74 <= 4.941581
    PC78 <= 2.745598
    PC92 <= -1.575889
    ->  class 0\|3  [0.937]

Rule 46/97: (19.2/0.4, lift 11.2)
    PC15 > 0.787059
    PC18 <= -1.007941
    PC55 <= 0.8615937
    PC74 <= 4.941581
    PC86 > -0.01866118
    PC91 <= -0.737647
    ->  class 0\|3  [0.936]

Rule 46/98: (16.5/0.2, lift 11.1)
    PC15 > 0.787059
    PC18 <= -1.007941
    PC59 > 0.9413661
    PC86 > -0.01866118
    PC91 > -0.737647
    ->  class 0\|3  [0.933]

Rule 46/99: (77.5/5.2, lift 11.0)
    PC3 <= 1.640775
    PC7 <= -0.4666672
    PC18 <= -1.007941
    PC28 > -1.486836
    PC33 <= 4.564105
    PC43 > -1.939943
    PC47 <= 0.2066539
    PC79 <= -0.1006995
    PC87 > -0.1294847
    ->  class 0\|3  [0.922]

Rule 46/100: (9.7, lift 10.9)
    PC7 <= -0.4666672
    PC18 <= -1.007941
    PC74 <= 4.941581
    PC79 > -0.1006995
    PC98 > 0.9968728
    ->  class 0\|3  [0.909]

Rule 46/101: (6, lift 10.5)
    PC1 > -0.4334595
    PC2 <= 2.5099
    PC3 <= 0.6685202
    PC9 <= 0.329827
    PC18 <= 0.1986594
    PC19 <= 0.1366851
    PC82 <= -0.4479639
    ->  class 0\|3  [0.875]

Rule 46/102: (15.6/1.6, lift 10.1)
    PC2 > 2.5099
    PC7 > -0.4666672
    PC15 <= 0.787059
    PC18 > -1.415568
    PC18 <= -1.007941
    PC32 > -1.68235
    PC34 > -3.30041
    PC36 <= 1.293612
    PC48 > -0.4926009
    PC60 <= 1.073352
    PC77 > -0.7246762
    PC86 > -1.46784
    PC92 > 0.360415
    ->  class 0\|3  [0.850]

Rule 46/103: (77.6/12.7, lift 9.9)
    PC13 > 6.717022
    PC18 <= 3.528055
    PC30 > -3.190067
    PC47 > -1.610874
    PC100 <= -0.7446932
    ->  class 0\|3  [0.829]

Rule 46/104: (22.4/4.2, lift 9.4)
    PC10 > 4.043146
    PC18 > -1.007941
    PC18 <= 0.6478552
    PC43 <= -0.4846312
    ->  class 0\|3  [0.789]

Rule 46/105: (27.3/8.4, lift 8.1)
    PC18 > 0.6478552
    PC30 <= -3.190067
    PC47 > -1.610874
    ->  class 0\|3  [0.678]

Rule 46/106: (78.1/0.5, lift 22.5)
    PC2 > 2.5099
    PC3 > 1.640775
    PC8 > -3.622398
    PC12 <= -0.07186928
    PC16 <= -0.8879908
    PC46 > -0.6478975
    PC75 > -0.3557702
    PC79 <= 0.01646916
    PC94 <= 0.1363261
    ->  class 1\|0  [0.981]

Rule 46/107: (46.2, lift 22.5)
    PC2 > 2.5099
    PC3 > 1.640775
    PC46 > 0.9321272
    PC65 > -0.1233704
    PC94 <= 0.1363261
    ->  class 1\|0  [0.979]

Rule 46/108: (42.8, lift 22.5)
    PC1 > -0.4334595
    PC2 <= 2.5099
    PC9 <= 0.329827
    PC17 <= -1.095308
    PC19 > 0.1366851
    PC52 <= -0.3663496
    ->  class 1\|0  [0.978]

Rule 46/109: (142.2/5.8, lift 21.9)
    PC2 > 2.5099
    PC8 > -3.622398
    PC12 <= -0.07186928
    PC16 <= -0.8879908
    PC26 <= -0.09091553
    PC27 > -0.002992726
    PC33 > -0.5413352
    PC33 <= 0.3956173
    PC44 <= 0.8164062
    PC46 > -0.6478975
    PC65 > -0.1233704
    PC92 <= 0.4954863
    PC94 <= 0.05720164
    ->  class 1\|0  [0.953]

Rule 46/110: (7.8, lift 20.6)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC41 > 0.4214479
    PC46 > -0.6478975
    ->  class 1\|0  [0.898]

Rule 46/111: (6.9, lift 20.4)
    PC1 > -0.4334595
    PC9 <= 0.329827
    PC12 <= 0.4427281
    PC18 > 0.1986594
    PC39 > 0.0009451858
    PC43 <= -1.03708
    ->  class 1\|0  [0.888]

Rule 46/112: (3.5, lift 18.8)
    PC1 > -0.4334595
    PC2 <= 2.5099
    PC12 <= 0.4427281
    PC18 > 0.1986594
    PC50 > 0.5382044
    ->  class 1\|0  [0.817]

Rule 46/113: (1690.4/1097.3, lift 8.1)
    PC1 > -0.4334595
    PC2 <= 2.5099
    PC9 > 0.329827
    ->  class 1\|0  [0.351]

Rule 46/114: (137.2, lift 16.1)
    PC1 > -0.4334595
    PC2 <= 2.5099
    PC9 <= 0.329827
    PC12 <= 0.4427281
    PC18 > 0.1986594
    PC19 <= 0.1366851
    PC39 > 0.0009451858
    PC43 > -1.03708
    PC50 <= 0.5382044
    ->  class 1\|1  [0.993]

Rule 46/115: (55.4, lift 16.0)
    PC1 > -0.4334595
    PC2 <= 2.5099
    PC3 > -2.058644
    PC6 <= 6.874635
    PC8 <= 0.2840465
    PC9 > 0.329827
    PC30 <= 0.633185
    PC45 <= 0.3895757
    PC58 > -0.5032357
    PC67 > -0.1487807
    ->  class 1\|1  [0.983]

Rule 46/116: (38.5, lift 15.8)
    PC1 > -0.4334595
    PC3 <= 5.349487
    PC9 > 0.329827
    PC31 > -1.264104
    PC45 <= 0.3895757
    PC58 > -0.5032357
    PC94 > 0.3487724
    ->  class 1\|1  [0.973]

Rule 46/117: (31.6, lift 15.8)
    PC1 > -0.4334595
    PC3 <= 5.349487
    PC6 <= 6.874635
    PC9 > 0.329827
    PC10 > 1.023987
    PC58 > -0.5032357
    ->  class 1\|1  [0.970]

Rule 46/118: (16.7, lift 15.4)
    PC1 > -0.4334595
    PC2 <= 2.5099
    PC7 > 0.63135
    PC10 > 0.7262346
    PC58 <= -0.5032357
    ->  class 1\|1  [0.947]

Rule 46/119: (14.5, lift 15.3)
    PC1 > 16.39705
    PC9 <= 0.329827
    PC19 > 0.1366851
    ->  class 1\|1  [0.939]

Rule 46/120: (37.7/1.5, lift 15.2)
    PC1 > -0.4334595
    PC2 <= 2.5099
    PC6 <= 0.8241328
    PC7 > -2.07165
    PC12 <= 0.4427281
    PC19 <= -1.163367
    PC82 <= 0.5649222
    ->  class 1\|1  [0.937]

Rule 46/121: (50.1/3.1, lift 15.0)
    PC1 > -0.4334595
    PC6 > -2.591218
    PC9 > 0.329827
    PC11 <= 1.112403
    PC23 <= 1.321219
    PC30 <= 0.633185
    PC45 <= 0.3895757
    PC86 > 0.7228212
    PC87 > -0.3137125
    ->  class 1\|1  [0.921]

Rule 46/122: (10.2, lift 14.9)
    PC1 > -0.4334595
    PC6 > 4.968307
    PC7 > 0.63135
    PC58 <= -0.5032357
    ->  class 1\|1  [0.918]

Rule 46/123: (115.1/8.7, lift 14.9)
    PC2 <= 2.5099
    PC4 <= -1.728242
    PC30 <= 0.633185
    PC58 > -0.5032357
    PC86 <= 0.7228212
    ->  class 1\|1  [0.917]

Rule 46/124: (10.1, lift 14.9)
    PC3 <= 5.349487
    PC7 <= -6.084325
    PC9 > 0.329827
    PC58 > -0.5032357
    ->  class 1\|1  [0.917]

Rule 46/125: (139.8/12.5, lift 14.7)
    PC1 > -0.4334595
    PC2 <= 2.5099
    PC3 > -2.058644
    PC3 <= 5.349487
    PC9 > 0.329827
    PC16 <= -0.5373262
    PC22 > -1.563827
    PC58 > -0.5032357
    PC62 > -0.2326303
    PC98 <= 0.3258071
    ->  class 1\|1  [0.905]

Rule 46/126: (51.4/4.1, lift 14.7)
    PC1 > -0.4334595
    PC2 <= 2.5099
    PC3 > -2.058644
    PC3 <= 5.349487
    PC8 > 0.2840465
    PC9 > 0.329827
    PC16 > -0.5373262
    PC27 <= 0.7840512
    PC30 <= 0.633185
    PC31 > -1.264104
    PC45 <= 0.3895757
    PC58 > -0.5032357
    PC86 <= 0.7228212
    ->  class 1\|1  [0.905]

Rule 46/127: (150.3/15.7, lift 14.5)
    PC3 <= 5.349487
    PC6 > 6.874635
    PC9 > 0.329827
    PC31 > -1.264104
    PC40 > -1.353911
    PC45 <= 0.3895757
    PC86 <= 0.7228212
    ->  class 1\|1  [0.890]

Rule 46/128: (28/2.7, lift 14.2)
    PC1 > -0.4334595
    PC2 <= 2.5099
    PC3 <= 5.349487
    PC6 <= 6.874635
    PC9 > 0.329827
    PC58 > -0.5032357
    PC86 <= 0.7228212
    PC98 > 0.3258071
    ->  class 1\|1  [0.877]

Rule 46/129: (47.7/6.3, lift 13.9)
    PC1 > -0.4334595
    PC2 <= 2.5099
    PC8 > -0.9156818
    PC9 > -0.3533954
    PC9 <= 0.329827
    PC10 > -0.5037766
    PC17 <= -0.005344559
    PC19 > 0.1366851
    PC52 > -0.3663496
    ->  class 1\|1  [0.854]

Rule 46/130: (22.1/10.2, lift 8.7)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC4 > 0.2891751
    PC8 > -0.5495703
    PC8 <= 2.293971
    ->  class 1\|1  [0.533]

Rule 46/131: (1245.6/717.9, lift 6.9)
    PC2 > 2.5099
    PC3 > 1.640775
    ->  class 1\|1  [0.424]

Rule 46/132: (75.3, lift 15.1)
    PC2 <= 2.5099
    PC3 > 5.349487
    PC4 > -1.728242
    PC9 > 0.329827
    PC38 > -0.1729924
    ->  class 1\|2  [0.987]

Rule 46/133: (164.4/1.3, lift 15.1)
    PC1 > -0.4334595
    PC6 > 0.8241328
    PC9 <= 0.329827
    PC18 <= 0.1986594
    PC19 <= -1.163367
    PC27 <= -0.3543069
    ->  class 1\|2  [0.986]

Rule 46/134: (65.3, lift 15.0)
    PC1 > -0.4334595
    PC6 > 0.8241328
    PC18 <= 0.1986594
    PC19 <= 0.1366851
    PC45 <= -0.4300224
    ->  class 1\|2  [0.985]

Rule 46/135: (58.2, lift 15.0)
    PC1 > -0.4334595
    PC32 <= -5.223018
    PC82 <= 0.5649222
    ->  class 1\|2  [0.983]

Rule 46/136: (58.3, lift 15.0)
    PC9 <= -5.872347
    PC19 <= -1.163367
    PC82 <= 0.5649222
    ->  class 1\|2  [0.983]

Rule 46/137: (56.9, lift 15.0)
    PC1 > -0.4334595
    PC19 <= -1.163367
    PC82 <= 0.5649222
    PC94 > 0.3956088
    ->  class 1\|2  [0.983]

Rule 46/138: (59, lift 15.0)
    PC6 > 0.8241328
    PC12 <= 0.4427281
    PC18 <= 0.1986594
    PC19 <= 0.1366851
    PC82 <= 0.5649222
    PC87 <= -0.5831611
    ->  class 1\|2  [0.982]

Rule 46/139: (39.5, lift 14.9)
    PC1 > -0.4334595
    PC2 <= 2.5099
    PC23 > 1.321219
    PC86 > 0.7228212
    ->  class 1\|2  [0.976]

Rule 46/140: (129.4/2.3, lift 14.9)
    PC1 > -0.4334595
    PC6 > 0.8241328
    PC9 <= 0.329827
    PC14 <= 0.08961587
    PC19 <= 0.1366851
    ->  class 1\|2  [0.975]

Rule 46/141: (77.3/1, lift 14.9)
    PC1 > -0.4334595
    PC19 <= -1.163367
    PC21 <= -1.71727
    ->  class 1\|2  [0.975]

Rule 46/142: (27.6, lift 14.8)
    PC1 > -0.4334595
    PC9 > 0.329827
    PC27 > 0.7840512
    PC58 > -0.5032357
    ->  class 1\|2  [0.966]

Rule 46/143: (27.1, lift 14.7)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > 0.9959877
    PC93 > 0.6632618
    ->  class 1\|2  [0.966]

Rule 46/144: (26.2, lift 14.7)
    PC1 > -0.4334595
    PC1 <= 0.05213025
    PC2 <= 2.5099
    PC12 <= 0.4427281
    PC18 <= 0.1986594
    PC19 <= -1.163367
    ->  class 1\|2  [0.965]

Rule 46/145: (87.2/2.1, lift 14.7)
    PC6 > 0.8241328
    PC12 <= 0.4427281
    PC18 <= 0.1986594
    PC45 > -0.4300224
    PC76 <= -0.6828142
    ->  class 1\|2  [0.965]

Rule 46/146: (72.8/2, lift 14.7)
    PC1 > -0.4334595
    PC2 <= 2.5099
    PC6 <= 0.8241328
    PC7 <= -2.07165
    PC18 <= 0.1986594
    PC19 <= -1.163367
    PC82 <= 0.5649222
    ->  class 1\|2  [0.960]

Rule 46/147: (68.6/2, lift 14.6)
    PC1 > -0.4334595
    PC6 > 0.8241328
    PC9 <= 0.329827
    PC19 <= -1.163367
    PC61 > 0.7559928
    ->  class 1\|2  [0.958]

Rule 46/148: (322.6/16.1, lift 14.5)
    PC3 > 1.640775
    PC6 <= -1.710813
    PC15 > -1.571989
    PC16 > 0.9959877
    ->  class 1\|2  [0.947]

Rule 46/149: (72.8/3, lift 14.4)
    PC1 > -0.4334595
    PC7 <= 0.63135
    PC9 > 0.329827
    PC16 > -2.503382
    PC25 > 0.09645989
    PC58 <= -0.5032357
    PC73 <= -0.8041395
    ->  class 1\|2  [0.946]

Rule 46/150: (30.2/1.2, lift 14.2)
    PC1 > -0.4334595
    PC2 <= 2.5099
    PC9 > 0.329827
    PC30 <= 0.633185
    PC45 > 0.3895757
    PC58 > -0.5032357
    ->  class 1\|2  [0.933]

Rule 46/151: (12.1, lift 14.2)
    PC1 > -0.4334595
    PC9 > 0.329827
    PC43 > 0.2778344
    PC58 <= -0.5032357
    PC100 <= 0.5564654
    ->  class 1\|2  [0.929]

Rule 46/152: (9.8, lift 14.0)
    PC1 > 1.128336
    PC2 > 2.5099
    PC15 <= -1.571989
    ->  class 1\|2  [0.915]

Rule 46/153: (8.6, lift 13.8)
    PC1 > -0.4334595
    PC9 > 0.329827
    PC11 > 1.112403
    PC86 > 0.7228212
    ->  class 1\|2  [0.905]

Rule 46/154: (8.2, lift 13.8)
    PC1 > -0.4334595
    PC9 > 0.329827
    PC21 > -0.1238771
    PC25 > 0.09645989
    PC58 <= -0.5032357
    PC100 > 0.5564654
    ->  class 1\|2  [0.902]

Rule 46/155: (6.9, lift 13.5)
    PC2 <= 2.5099
    PC8 > -0.9156818
    PC9 <= 0.329827
    PC19 > 0.1366851
    PC52 > -0.3663496
    PC96 > 0.8328763
    ->  class 1\|2  [0.887]

Rule 46/156: (5.6, lift 13.3)
    PC3 > 0.9997033
    PC9 <= 0.329827
    PC12 > 0.4427281
    PC100 > 0.5111197
    ->  class 1\|2  [0.869]

Rule 46/157: (90/12, lift 13.1)
    PC2 > 2.5099
    PC3 > 1.640775
    PC11 <= 1.423378
    PC16 > -0.8879908
    PC16 <= 0.9959877
    PC22 <= 0.3218383
    PC67 > -0.1331788
    PC97 <= 1.535991
    ->  class 1\|2  [0.859]

Rule 46/158: (4.3, lift 12.8)
    PC2 <= 2.5099
    PC3 > 0.9997033
    PC9 <= 0.329827
    PC52 > 0.907129
    ->  class 1\|2  [0.841]

Rule 46/159: (259.9/48.6, lift 12.4)
    PC1 > -0.4334595
    PC2 <= 2.5099
    PC7 <= 0.63135
    PC9 > 0.329827
    PC16 > -2.503382
    PC21 <= -0.1238771
    PC58 <= -0.5032357
    ->  class 1\|2  [0.810]

Rule 46/160: (47.3/16.8, lift 9.8)
    PC1 > -0.4334595
    PC2 <= 2.5099
    PC3 > 0.6685202
    PC9 <= 0.329827
    PC18 <= 0.1986594
    PC19 > -1.163367
    PC19 <= 0.1366851
    PC38 <= 0.07582191
    ->  class 1\|2  [0.640]

Rule 46/161: (116.1/0.2, lift 16.3)
    PC1 > -0.4334595
    PC2 <= 2.5099
    PC7 <= 0.63135
    PC9 > 0.329827
    PC21 > -0.1238771
    PC25 <= 0.09645989
    PC58 <= -0.5032357
    PC92 > -0.4198906
    ->  class 1\|3  [0.990]

Rule 46/162: (82.3, lift 16.3)
    PC2 <= 2.5099
    PC3 > 0.9997033
    PC9 <= 0.329827
    PC12 > 0.4427281
    PC19 <= 0.1366851
    PC20 <= 0.08415429
    PC52 <= 0.907129
    PC100 <= 0.5111197
    ->  class 1\|3  [0.988]

Rule 46/163: (58.1, lift 16.2)
    PC1 <= 1.128336
    PC2 > 2.5099
    PC3 > 1.640775
    PC15 <= -1.571989
    PC93 <= 0.6632618
    ->  class 1\|3  [0.983]

Rule 46/164: (31.2, lift 16.0)
    PC1 > -0.4334595
    PC5 <= 2.288986
    PC9 > 0.329827
    PC75 > 1.048987
    PC92 > -0.4198906
    ->  class 1\|3  [0.970]

Rule 46/165: (58/0.9, lift 16.0)
    PC1 > -0.4334595
    PC5 <= 2.288986
    PC9 > 0.329827
    PC58 <= -0.5032357
    PC80 <= -0.7858856
    PC92 > -0.4198906
    ->  class 1\|3  [0.968]

Rule 46/166: (48.2/0.8, lift 15.9)
    PC2 <= 2.5099
    PC3 > 0.6685202
    PC9 <= 0.329827
    PC12 <= 0.4427281
    PC19 > -1.163367
    PC19 <= 0.1366851
    PC38 > 0.07582191
    ->  class 1\|3  [0.965]

Rule 46/167: (139.6/6.1, lift 15.7)
    PC1 > -0.4334595
    PC2 <= 2.5099
    PC6 > -0.09150197
    PC7 <= 0.63135
    PC9 > 0.329827
    PC21 > -0.1238771
    PC43 <= 0.2778344
    PC58 <= -0.5032357
    PC73 > -0.8041395
    PC100 <= 0.5564654
    ->  class 1\|3  [0.950]

Rule 46/168: (11.2, lift 15.3)
    PC1 > -0.4334595
    PC7 <= 0.63135
    PC9 > 0.329827
    PC12 > 2.630575
    PC14 > -2.442777
    PC58 <= -0.5032357
    ->  class 1\|3  [0.924]

Rule 46/169: (29.4/2.9, lift 14.5)
    PC2 > 2.5099
    PC3 > 1.640775
    PC6 > -1.710813
    PC15 > -1.571989
    PC16 > 0.9959877
    ->  class 1\|3  [0.876]

Rule 46/170: (5.4, lift 14.3)
    PC1 > -0.4334595
    PC2 <= 2.5099
    PC5 <= 2.288986
    PC23 > 2.756399
    PC58 <= -0.5032357
    ->  class 1\|3  [0.865]

Rule 46/171: (4.8, lift 14.1)
    PC1 > -0.4334595
    PC2 <= 2.5099
    PC5 <= 2.288986
    PC21 > -0.1551749
    PC21 <= -0.1238771
    PC58 <= -0.5032357
    ->  class 1\|3  [0.853]

Rule 46/172: (18/6.3, lift 10.5)
    PC1 > -0.4334595
    PC2 <= 2.5099
    PC9 > 0.329827
    PC30 > 0.633185
    PC58 > -0.5032357
    ->  class 1\|3  [0.633]

Rule 46/173: (513.5/202.9, lift 10.0)
    PC1 > -0.4334595
    PC6 > 0.8241328
    PC9 <= 0.329827
    PC19 <= -1.163367
    PC27 > -0.3543069
    ->  class 1\|3  [0.604]

Rule 46/174: (401.2, lift 13.2)
    PC1 <= -0.4334595
    PC8 > 2.293971
    PC11 <= 2.053931
    PC12 > -1.731584
    PC19 <= 0.1373148
    PC21 > -0.08193903
    PC29 <= 0.2019749
    PC32 > -0.56495
    PC46 <= 1.480478
    PC60 > -0.4655866
    PC71 <= 0.9060505
    ->  class 2\|0  [0.998]

Rule 46/175: (250.7/1.6, lift 13.1)
    PC8 > 2.293971
    PC11 > -0.9337804
    PC11 <= 2.053931
    PC12 > -1.731584
    PC32 > -0.56495
    PC46 <= 1.480478
    PC56 <= 0.5283641
    PC60 > -0.4655866
    PC67 > 0.02848365
    PC71 <= 0.9060505
    PC74 > -0.5538318
    PC97 <= 0.638661
    ->  class 2\|0  [0.990]

Rule 46/176: (85.1/1.3, lift 12.9)
    PC1 <= -0.4334595
    PC8 > 2.293971
    PC11 > -0.9337804
    PC12 > -1.731584
    PC21 > -0.08193903
    PC47 > 0.5981562
    PC56 <= 0.5283641
    PC66 > -0.8204738
    PC97 <= 0.638661
    ->  class 2\|0  [0.974]

Rule 46/177: (291.3/6.8, lift 12.9)
    PC7 > 0.6089534
    PC8 > 2.293971
    PC11 <= 2.053931
    PC12 > -1.731584
    PC21 > -0.08193903
    PC29 <= 0.2019749
    PC30 <= 0.4605063
    PC35 > -0.06648187
    PC46 <= 1.480478
    PC56 <= 0.5283641
    PC60 > -0.4655866
    PC64 <= 0.1997956
    PC71 <= 0.9060505
    PC80 > -0.3722249
    ->  class 2\|0  [0.974]

Rule 46/178: (21, lift 12.7)
    PC1 > -0.4334595
    PC2 <= 2.5099
    PC8 > -0.9156818
    PC9 <= 0.329827
    PC10 <= -0.5037766
    PC19 > 0.1366851
    PC52 > -0.3663496
    ->  class 2\|0  [0.957]

Rule 46/179: (18.4, lift 12.6)
    PC1 <= -0.4334595
    PC6 > -0.9504476
    PC8 > 1.189587
    PC8 <= 2.293971
    PC12 > 1.414295
    ->  class 2\|0  [0.951]

Rule 46/180: (171.3/9.5, lift 12.4)
    PC1 <= -0.4334595
    PC2 > -1.439027
    PC8 > 1.189587
    PC12 > -0.861384
    PC36 <= 0.3500793
    PC74 > -0.3609722
    ->  class 2\|0  [0.940]

Rule 46/181: (22.1/0.8, lift 12.2)
    PC1 <= -0.4334595
    PC8 > 1.189587
    PC12 > 1.414295
    PC34 > -0.5438686
    PC63 <= -0.3914788
    ->  class 2\|0  [0.924]

Rule 46/182: (9.9, lift 12.1)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 > -0.5495703
    PC8 <= 2.293971
    PC22 > -0.8724027
    PC23 > 0.9437228
    PC41 > -2.973415
    PC43 > 0.388566
    ->  class 2\|0  [0.916]

Rule 46/183: (7.8, lift 11.9)
    PC1 > -1.431208
    PC1 <= -0.4334595
    PC8 > 2.293971
    PC21 <= -0.08193903
    ->  class 2\|0  [0.898]

Rule 46/184: (26.7/2.7, lift 11.6)
    PC1 <= -0.4334595
    PC8 > 2.293971
    PC11 > 0.9033746
    PC12 > -1.731584
    PC21 > -0.08193903
    PC56 <= 0.5283641
    PC60 <= -0.4655866
    PC97 <= 0.638661
    ->  class 2\|0  [0.872]

Rule 46/185: (5, lift 11.3)
    PC1 <= -0.4334595
    PC2 <= -1.439027
    PC8 > 1.189587
    PC8 <= 2.293971
    PC34 <= -0.5438686
    ->  class 2\|0  [0.857]

Rule 46/186: (2590.1/1566.6, lift 5.2)
    PC2 <= 2.5099
    PC9 <= 0.329827
    PC12 > 0.4427281
    PC19 <= 0.1366851
    PC20 <= 0.08415429
    ->  class 2\|0  [0.395]

Rule 46/187: (111.4, lift 10.0)
    PC1 <= -1.114066
    PC3 > -2.063383
    PC7 <= 0.6183925
    PC8 > -0.5495703
    PC8 <= 1.189587
    PC22 > -0.8724027
    PC38 > 0.2751541
    PC43 > -2.661045
    PC48 <= 0.6791302
    PC56 > -0.2203754
    PC58 > -0.8027554
    PC85 > -1.780849
    PC89 <= 0.4101843
    PC93 <= 0.6006563
    ->  class 2\|1  [0.991]

Rule 46/188: (261.6/2.1, lift 10.0)
    PC2 <= -1.439027
    PC6 <= 3.068577
    PC8 > 1.189587
    PC8 <= 2.293971
    PC12 <= 1.414295
    PC20 <= 0.1137367
    PC24 > -0.4801424
    PC34 > -0.5438686
    PC47 > -1.026152
    ->  class 2\|1  [0.988]

Rule 46/189: (75.1, lift 9.9)
    PC1 <= -0.4334595
    PC8 > 2.293971
    PC29 <= 0.2019749
    PC32 <= -0.56495
    PC64 > 0.1997956
    ->  class 2\|1  [0.987]

Rule 46/190: (60.5, lift 9.9)
    PC1 <= -0.4334595
    PC8 > 2.293971
    PC19 > 0.1373148
    PC32 > -0.56495
    PC67 <= 0.02848365
    ->  class 2\|1  [0.984]

Rule 46/191: (57.9, lift 9.9)
    PC2 <= -9.55354
    ->  class 2\|1  [0.983]

Rule 46/192: (52.9, lift 9.9)
    PC1 <= -0.4334595
    PC8 > 2.293971
    PC32 <= -0.56495
    PC35 <= -0.06648187
    PC80 > -0.3722249
    ->  class 2\|1  [0.982]

Rule 46/193: (110.7/1.3, lift 9.9)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC6 <= 1.404732
    PC8 > -0.5495703
    PC8 <= 1.189587
    PC22 > -0.8724027
    PC28 > -0.114301
    PC43 <= 0.388566
    PC48 <= 0.6791302
    PC50 <= 1.063961
    PC56 > -0.2203754
    PC71 > 0.04789626
    PC85 > -1.780849
    PC92 <= 0.597307
    PC93 <= 0.6006563
    ->  class 2\|1  [0.980]

Rule 46/194: (48.8, lift 9.9)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC3 <= -1.357168
    PC8 > -0.5495703
    PC8 <= 2.293971
    PC22 > -0.8724027
    PC43 <= 0.388566
    PC56 <= -0.2203754
    ->  class 2\|1  [0.980]

Rule 46/195: (40.6, lift 9.8)
    PC1 <= -0.4334595
    PC8 > 2.293971
    PC11 <= -0.9337804
    ->  class 2\|1  [0.976]

Rule 46/196: (40.3, lift 9.8)
    PC1 <= -0.4334595
    PC8 > 2.293971
    PC56 > 0.5283641
    ->  class 2\|1  [0.976]

Rule 46/197: (38.1, lift 9.8)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 > -0.5495703
    PC8 <= 2.293971
    PC12 > -2.780835
    PC22 <= -0.8724027
    PC30 > -0.2726555
    PC46 <= -0.2830695
    PC74 > -0.6089056
    PC83 <= 0.0636989
    ->  class 2\|1  [0.975]

Rule 46/198: (124.9/2.3, lift 9.8)
    PC1 <= -0.4334595
    PC8 > 2.293971
    PC11 <= 0.9033746
    PC21 > -0.08193903
    PC47 <= 0.5981562
    PC60 <= -0.4655866
    ->  class 2\|1  [0.974]

Rule 46/199: (79.2/1.5, lift 9.8)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 > -0.5495703
    PC8 <= 2.293971
    PC34 > 0.9387439
    ->  class 2\|1  [0.969]

Rule 46/200: (30.7, lift 9.8)
    PC1 <= -0.4334595
    PC2 > -1.439027
    PC2 <= 2.5099
    PC8 > 1.189587
    PC8 <= 2.293971
    PC74 <= -0.3609722
    ->  class 2\|1  [0.969]

Rule 46/201: (101.7/2.2, lift 9.8)
    PC1 <= -0.4334595
    PC8 > 2.293971
    PC12 <= -1.731584
    ->  class 2\|1  [0.969]

Rule 46/202: (29.5, lift 9.8)
    PC1 <= -0.4334595
    PC2 > -1.439027
    PC2 <= 2.5099
    PC4 <= 0.2891751
    PC8 > -0.5495703
    PC8 <= 2.293971
    PC12 > -0.861384
    PC36 > 0.3500793
    ->  class 2\|1  [0.968]

Rule 46/203: (28.9, lift 9.7)
    PC1 > -0.4334595
    PC2 <= 2.5099
    PC8 > -0.9156818
    PC9 <= -0.3533954
    PC17 <= -0.005344559
    PC19 > 0.1366851
    PC41 > -0.06325307
    ->  class 2\|1  [0.968]

Rule 46/204: (166.2/4.7, lift 9.7)
    PC1 <= -1.114066
    PC3 > -2.063383
    PC6 <= 1.404732
    PC7 <= 0.6183925
    PC8 > -0.5495703
    PC22 > -0.8724027
    PC28 > -0.114301
    PC43 > -2.661045
    PC43 <= 0.388566
    PC56 > -0.2203754
    PC58 > -0.8027554
    PC63 <= 0.2017673
    PC80 <= 0.1535308
    PC89 <= 0.4101843
    PC92 <= 0.597307
    PC93 <= 0.6006563
    ->  class 2\|1  [0.966]

Rule 46/205: (26.5, lift 9.7)
    PC1 <= -0.4334595
    PC8 > 2.293971
    PC19 > 0.1373148
    PC74 <= -0.5538318
    ->  class 2\|1  [0.965]

Rule 46/206: (194.9/6, lift 9.7)
    PC1 <= -1.431208
    PC8 > 2.293971
    PC21 <= -0.08193903
    PC97 <= 0.638661
    ->  class 2\|1  [0.964]

Rule 46/207: (77.5/1.9, lift 9.7)
    PC2 <= 2.5099
    PC8 > -0.5495703
    PC8 <= 1.189587
    PC22 > -0.8724027
    PC43 <= 0.388566
    PC48 > 0.6791302
    ->  class 2\|1  [0.963]

Rule 46/208: (24.6, lift 9.7)
    PC1 <= -0.4334595
    PC7 <= 0.6089534
    PC8 > 2.293971
    PC32 <= -0.56495
    PC60 > -0.4655866
    ->  class 2\|1  [0.962]

Rule 46/209: (38.1/0.7, lift 9.6)
    PC1 <= -0.4334595
    PC2 > -1.439027
    PC8 > 1.189587
    PC8 <= 2.293971
    PC12 <= -0.861384
    ->  class 2\|1  [0.958]

Rule 46/210: (21.7, lift 9.7)
    PC1 <= -0.4334595
    PC8 > 2.293971
    PC71 > 0.9060505
    ->  class 2\|1  [0.958]

Rule 46/211: (21.1, lift 9.6)
    PC2 <= 2.5099
    PC7 > 1.070939
    PC57 <= -1.484683
    PC65 > 0.6387532
    ->  class 2\|1  [0.957]

Rule 46/212: (74.9/2.6, lift 9.6)
    PC2 <= 2.5099
    PC8 > -3.1844
    PC9 <= 0.329827
    PC12 <= 0.4427281
    PC19 <= 0.1366851
    PC82 > 0.5649222
    ->  class 2\|1  [0.954]

Rule 46/213: (28.1/0.4, lift 9.6)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC6 <= -0.8741968
    PC8 > -0.5495703
    PC8 <= 1.189587
    PC50 <= -0.4583999
    PC56 <= -0.2203754
    ->  class 2\|1  [0.954]

Rule 46/214: (17.1, lift 9.5)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC27 <= -0.7546553
    PC29 <= 0.3446466
    PC47 <= -1.161003
    ->  class 2\|1  [0.948]

Rule 46/215: (59.3/2.3, lift 9.5)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 > -0.5495703
    PC8 <= 2.293971
    PC22 > -0.8724027
    PC43 > 0.388566
    PC56 > 0.0990935
    PC85 > -1.780849
    ->  class 2\|1  [0.946]

Rule 46/216: (16.4, lift 9.5)
    PC1 > -0.4334595
    PC2 <= 2.5099
    PC6 <= -2.792601
    PC12 > 0.4427281
    PC19 <= 0.1366851
    PC65 <= 0.6387532
    ->  class 2\|1  [0.946]

Rule 46/217: (13.2, lift 9.4)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC7 > 0.6089534
    PC30 > 0.4605063
    ->  class 2\|1  [0.934]

Rule 46/218: (92.8/5.7, lift 9.4)
    PC1 <= -0.4334595
    PC3 > -2.063383
    PC6 <= -0.9504476
    PC8 > 1.189587
    PC8 <= 2.293971
    PC12 > 1.414295
    PC63 > -0.3914788
    ->  class 2\|1  [0.930]

Rule 46/219: (39.4/2.1, lift 9.3)
    PC1 <= -0.4334595
    PC8 > 2.293971
    PC46 > 1.480478
    PC97 <= 0.638661
    ->  class 2\|1  [0.925]

Rule 46/220: (99.9/7.3, lift 9.3)
    PC1 <= -0.4334595
    PC8 > 2.293971
    PC29 > 0.2019749
    PC97 <= 0.638661
    ->  class 2\|1  [0.918]

Rule 46/221: (8.9, lift 9.2)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 > -0.5495703
    PC22 <= -0.8724027
    PC32 <= -2.278267
    PC74 > -0.6089056
    PC83 <= 0.0636989
    ->  class 2\|1  [0.908]

Rule 46/222: (67.8/5.4, lift 9.1)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 > -0.5495703
    PC8 <= 2.293971
    PC12 > -2.780835
    PC22 <= -0.8724027
    PC30 > -0.2726555
    PC34 <= -0.07273726
    PC74 > -0.6089056
    PC83 <= 0.0636989
    ->  class 2\|1  [0.908]

Rule 46/223: (10/0.4, lift 8.9)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC29 <= 0.3446466
    PC45 > 0.326501
    PC57 <= -0.100883
    PC64 <= -0.1138732
    ->  class 2\|1  [0.884]

Rule 46/224: (129.5/14.9, lift 8.9)
    PC1 <= -0.4334595
    PC8 > -0.5495703
    PC11 > 2.053931
    PC12 > -1.731584
    PC21 > -0.08193903
    PC56 <= 0.5283641
    PC66 > -0.8204738
    ->  class 2\|1  [0.879]

Rule 46/225: (356.7/44.6, lift 8.8)
    PC2 <= -1.439027
    PC8 > 1.189587
    PC8 <= 2.293971
    PC12 <= 1.414295
    PC20 <= 0.4645252
    PC34 > -0.5438686
    PC51 <= 0.3722911
    PC70 <= 0.2912573
    ->  class 2\|1  [0.873]

Rule 46/226: (39.4/5, lift 8.6)
    PC2 <= 2.5099
    PC8 > -2.966951
    PC14 <= -3.571462
    ->  class 2\|1  [0.856]

Rule 46/227: (46.1/9.6, lift 7.9)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 > -2.966951
    PC28 <= -0.2656237
    ->  class 2\|1  [0.780]

Rule 46/228: (121.4/27.2, lift 7.8)
    PC2 <= 2.5099
    PC7 > 0.6089534
    PC8 > -0.5495703
    PC12 > -1.731584
    PC21 > -0.08193903
    PC29 <= 0.2019749
    PC32 <= -0.56495
    PC46 <= 1.480478
    PC64 <= 0.1997956
    PC80 <= -0.3722249
    ->  class 2\|1  [0.771]

Rule 46/229: (114.8, lift 10.6)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 > -0.5495703
    PC8 <= 1.189587
    PC22 <= -0.8724027
    PC74 <= -0.6089056
    ->  class 2\|2  [0.991]

Rule 46/230: (102.1/0.3, lift 10.6)
    PC1 <= -0.4334595
    PC6 <= -0.05992074
    PC7 > -1.213506
    PC8 <= -0.5495703
    PC15 > -0.9084422
    PC43 <= -1.048315
    PC57 > -0.100883
    PC60 <= 1.645929
    ->  class 2\|2  [0.987]

Rule 46/231: (60.1, lift 10.5)
    PC2 <= 2.5099
    PC8 > -0.5495703
    PC8 <= 1.189587
    PC12 <= -2.780835
    PC22 <= -0.8724027
    PC57 <= 0.3321664
    PC83 <= 0.0636989
    ->  class 2\|2  [0.984]

Rule 46/232: (65.8/0.3, lift 10.5)
    PC1 <= -0.4334595
    PC8 > -2.087271
    PC8 <= -0.5495703
    PC9 <= 7.850052
    PC28 > -0.2656237
    PC56 > 0.145356
    PC57 > -0.100883
    PC63 > 0.1266935
    ->  class 2\|2  [0.981]

Rule 46/233: (116.2/1.5, lift 10.5)
    PC2 <= 2.5099
    PC8 > -2.966951
    PC8 <= -0.5495703
    PC14 > -3.571462
    PC18 > -0.453394
    PC37 <= 1.422928
    PC40 <= -0.6081436
    PC57 <= -0.100883
    ->  class 2\|2  [0.979]

Rule 46/234: (311.8/5.9, lift 10.5)
    PC1 <= -0.8876088
    PC2 <= 2.5099
    PC8 > -2.966951
    PC8 <= -0.5495703
    PC9 > -4.402143
    PC12 <= 4.792502
    PC18 > -0.453394
    PC28 > -0.2656237
    PC37 <= 1.422928
    PC57 <= -0.100883
    PC64 > -0.1138732
    ->  class 2\|2  [0.978]

Rule 46/235: (54.5/0.4, lift 10.4)
    PC1 <= -1.777456
    PC8 > -1.177402
    PC8 <= -0.5495703
    PC10 <= 0.2830673
    PC17 <= 0.5492198
    PC56 <= 0.145356
    PC59 > -0.6055204
    PC76 <= 0.3326994
    ->  class 2\|2  [0.975]

Rule 46/236: (30.5, lift 10.4)
    PC1 <= -0.4334595
    PC2 > -9.55354
    PC2 <= 2.5099
    PC8 > -0.5495703
    PC8 <= 1.189587
    PC22 > -0.8724027
    PC34 <= 0.9387439
    PC43 <= 0.388566
    PC48 <= 0.6791302
    PC85 > -1.780849
    PC93 > 0.6006563
    ->  class 2\|2  [0.969]

Rule 46/237: (29.5, lift 10.4)
    PC1 <= -0.4334595
    PC8 > 1.189587
    PC8 <= 2.293971
    PC12 <= 1.414295
    PC20 > 0.1137367
    PC70 > 0.2912573
    ->  class 2\|2  [0.968]

Rule 46/238: (28.2, lift 10.3)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 > -0.5495703
    PC8 <= 1.189587
    PC43 <= 0.388566
    PC48 <= 0.6791302
    PC85 > -1.780849
    PC92 > 0.597307
    ->  class 2\|2  [0.967]

Rule 46/239: (24.4, lift 10.3)
    PC1 <= -0.4334595
    PC2 <= -1.439027
    PC4 <= 0.2891751
    PC6 > 3.068577
    PC8 > -0.5495703
    PC8 <= 2.293971
    PC20 <= 0.1137367
    ->  class 2\|2  [0.962]

Rule 46/240: (79/2.2, lift 10.3)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC3 > -1.357168
    PC6 <= -0.8741968
    PC8 > -0.5495703
    PC8 <= 1.189587
    PC43 <= 0.388566
    PC50 > -0.4583999
    PC56 <= -0.2203754
    ->  class 2\|2  [0.960]

Rule 46/241: (126.1/4.4, lift 10.2)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC4 <= 0.2891751
    PC8 > -0.5495703
    PC8 <= 1.189587
    PC22 <= -0.8724027
    PC30 > -0.2726555
    PC57 <= 0.3321664
    PC83 > 0.0636989
    ->  class 2\|2  [0.958]

Rule 46/242: (54/1.4, lift 10.2)
    PC1 <= -0.4334595
    PC8 > -2.966951
    PC8 <= -0.5495703
    PC11 > 0.8444521
    PC14 > -3.571462
    PC28 > -0.2656237
    PC37 <= 1.422928
    PC57 <= -0.100883
    PC64 <= -0.1138732
    ->  class 2\|2  [0.958]

Rule 46/243: (124.1/6.7, lift 10.0)
    PC1 <= -1.777456
    PC8 > -2.966951
    PC8 <= -0.5495703
    PC9 <= -1.680325
    PC10 <= 0.2830673
    PC18 > -0.453394
    PC43 > -1.048315
    PC59 > -0.6055204
    PC62 <= 0.2692127
    PC76 <= 0.3326994
    ->  class 2\|2  [0.939]

Rule 46/244: (14.3, lift 10.0)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 > -0.5495703
    PC8 <= 1.189587
    PC34 <= 0.9387439
    PC48 <= 0.6791302
    PC56 > -0.2203754
    PC58 <= -0.8027554
    ->  class 2\|2  [0.938]

Rule 46/245: (48.5/2.4, lift 10.0)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC4 <= 0.2891751
    PC8 > -0.5495703
    PC8 <= 1.189587
    PC22 > -0.8724027
    PC28 > -0.114301
    PC38 <= 0.2751541
    PC48 <= 0.6791302
    PC63 > 0.2017673
    PC71 <= 0.04789626
    ->  class 2\|2  [0.932]

Rule 46/246: (10.9, lift 9.9)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 > -0.5495703
    PC8 <= 2.293971
    PC43 <= -2.661045
    PC48 <= 0.6791302
    PC50 <= 1.063961
    PC71 <= 0.04789626
    ->  class 2\|2  [0.923]

Rule 46/247: (10.7, lift 9.9)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 > -0.5495703
    PC8 <= 2.293971
    PC20 > 0.1137367
    PC33 <= -0.2940664
    PC34 > -0.5438686
    ->  class 2\|2  [0.921]

Rule 46/248: (137.5/10.1, lift 9.8)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC4 <= 0.2891751
    PC7 > 0.6183925
    PC8 > -0.5495703
    PC8 <= 1.189587
    PC28 > -0.114301
    PC43 <= 0.388566
    PC93 <= 0.6006563
    ->  class 2\|2  [0.920]

Rule 46/249: (261.4/21.4, lift 9.8)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 > -0.5495703
    PC8 <= 1.189587
    PC22 <= -0.8724027
    PC32 > -2.278267
    PC34 > -0.07273726
    PC46 > -0.2830695
    PC57 <= 0.3321664
    ->  class 2\|2  [0.915]

Rule 46/250: (9.3, lift 9.7)
    PC1 <= -0.4334595
    PC4 <= 0.2891751
    PC8 > 1.189587
    PC8 <= 2.293971
    PC20 > 0.4645252
    ->  class 2\|2  [0.911]

Rule 46/251: (9, lift 9.7)
    PC8 > -0.5495703
    PC8 <= 1.189587
    PC34 <= 0.9387439
    PC41 <= -2.973415
    PC43 > 0.388566
    ->  class 2\|2  [0.909]

Rule 46/252: (57.6/4.7, lift 9.7)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC7 <= 0.6183925
    PC8 > -0.5495703
    PC8 <= 1.189587
    PC28 > -0.114301
    PC43 <= 0.388566
    PC50 <= 1.063961
    PC56 > -0.2203754
    PC71 <= 0.04789626
    PC89 > 0.4101843
    ->  class 2\|2  [0.904]

Rule 46/253: (125.6/12, lift 9.6)
    PC8 > -2.966951
    PC8 <= -0.5495703
    PC9 > 7.850052
    PC14 > -3.571462
    PC96 > -0.1650059
    ->  class 2\|2  [0.898]

Rule 46/254: (47.6/4.2, lift 9.6)
    PC1 <= -1.777456
    PC8 > -2.966951
    PC9 > -1.680325
    PC10 <= 0.2830673
    PC14 > -3.571462
    PC18 > -0.492968
    PC56 <= 0.145356
    PC57 > -0.100883
    PC70 > 0.2524897
    PC76 <= 0.3326994
    ->  class 2\|2  [0.896]

Rule 46/255: (45/4.7, lift 9.4)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 > -2.966951
    PC8 <= -0.5495703
    PC27 <= -0.7546553
    PC29 <= 0.3446466
    PC47 > -1.161003
    ->  class 2\|2  [0.879]

Rule 46/256: (22.3/2.1, lift 9.3)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC4 <= 0.2891751
    PC8 > -0.5495703
    PC8 <= 1.189587
    PC34 <= 0.9387439
    PC50 > 1.063961
    PC58 > -0.8027554
    PC85 > -1.780849
    ->  class 2\|2  [0.872]

Rule 46/257: (86.6/10.6, lift 9.3)
    PC1 <= -0.4334595
    PC2 <= -1.439027
    PC8 > -0.5495703
    PC8 <= 2.293971
    PC20 > 0.1137367
    PC51 > 0.3722911
    PC70 <= 0.2912573
    ->  class 2\|2  [0.869]

Rule 46/258: (68.6/10.9, lift 8.9)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 > -2.087271
    PC8 <= -0.5495703
    PC9 <= 7.850052
    PC17 <= 0.5492198
    PC28 > -0.2656237
    PC43 > -1.048315
    PC56 > 0.145356
    PC86 > 0.3709893
    ->  class 2\|2  [0.832]

Rule 46/259: (23.2/3.6, lift 8.8)
    PC1 > -1.114066
    PC2 <= 2.5099
    PC6 <= 1.404732
    PC7 <= 0.6183925
    PC8 > -0.5495703
    PC8 <= 1.189587
    PC22 > -0.8724027
    PC34 <= 0.9387439
    PC43 <= 0.388566
    PC56 > -0.2203754
    PC71 <= 0.04789626
    PC89 <= 0.4101843
    ->  class 2\|2  [0.819]

Rule 46/260: (11.8/1.8, lift 8.5)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC6 > -0.8741968
    PC8 > -0.5495703
    PC8 <= 1.189587
    PC38 > 0.1967136
    PC56 <= -0.2203754
    PC95 > -0.1445958
    ->  class 2\|2  [0.795]

Rule 46/261: (29.8/9.5, lift 7.2)
    PC1 > -0.4334595
    PC2 <= 2.5099
    PC3 <= 0.9997033
    PC6 > -2.792601
    PC9 <= 0.329827
    PC12 > 0.4427281
    PC20 <= 0.08415429
    PC65 <= 0.6387532
    PC73 > 0.05453787
    ->  class 2\|2  [0.670]

Rule 46/262: (463.6/169.9, lift 6.8)
    PC1 <= -0.4334595
    PC8 <= -0.5495703
    PC13 <= 0.4206764
    PC46 > 0.4031499
    PC64 > -0.1822279
    ->  class 2\|2  [0.633]

Rule 46/263: (155.4, lift 8.6)
    PC1 <= -0.4334595
    PC8 <= -2.966951
    PC36 <= 0.2553899
    PC41 > -2.177238
    PC51 <= 0.8443022
    PC96 > 0.2911013
    ->  class 2\|3  [0.994]

Rule 46/264: (164.7/0.2, lift 8.6)
    PC1 <= -0.4334595
    PC8 > -2.966951
    PC8 <= -1.177402
    PC9 > -1.680325
    PC10 <= 0.2830673
    PC17 <= 0.5492198
    PC43 > -1.048315
    PC57 > -0.100883
    PC59 > -0.6055204
    PC70 <= 0.2524897
    PC76 <= 0.3326994
    ->  class 2\|3  [0.993]

Rule 46/265: (59.3, lift 8.5)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC6 > -1.547092
    PC8 > -2.966951
    PC8 <= -0.5495703
    PC11 <= 0.8444521
    PC18 > -0.492968
    PC40 > -0.6081436
    PC45 <= 0.326501
    PC57 <= -0.100883
    PC64 <= -0.1138732
    ->  class 2\|3  [0.984]

Rule 46/266: (83.1/0.4, lift 8.5)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC7 <= -1.213506
    PC9 <= 7.850052
    PC43 <= -1.048315
    ->  class 2\|3  [0.983]

Rule 46/267: (57.4, lift 8.5)
    PC2 <= 2.5099
    PC8 <= -2.966951
    PC13 <= 0.4206764
    PC38 <= 0.2592863
    PC51 <= 0.8443022
    PC61 <= 0.1314662
    PC85 > 0.3236245
    PC93 > 0.3211098
    ->  class 2\|3  [0.983]

Rule 46/268: (252.2/3.9, lift 8.5)
    PC1 > -1.777456
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 > -2.966951
    PC8 <= -0.5495703
    PC17 <= 0.5492198
    PC43 > -1.048315
    PC56 <= 0.145356
    PC57 > -0.100883
    PC59 > -0.6055204
    ->  class 2\|3  [0.981]

Rule 46/269: (39.5, lift 8.4)
    PC8 <= -2.663209
    PC9 > 7.850052
    PC27 > -0.7546553
    PC38 <= 0.8947983
    PC57 > -0.100883
    ->  class 2\|3  [0.976]

Rule 46/270: (38, lift 8.4)
    PC1 <= -0.4334595
    PC8 <= -2.966951
    PC18 > -0.492968
    PC23 > 2.327786
    PC61 > 0.1314662
    ->  class 2\|3  [0.975]

Rule 46/271: (36.6, lift 8.4)
    PC1 <= -0.4334595
    PC8 <= -2.966951
    PC27 > 0.3871555
    PC51 <= 0.8443022
    PC83 <= 0.4173378
    PC85 > 0.3236245
    ->  class 2\|3  [0.974]

Rule 46/272: (34.7, lift 8.4)
    PC1 <= -0.4334595
    PC8 <= -2.966951
    PC13 <= 0.4206764
    PC17 > 0.9835293
    ->  class 2\|3  [0.973]

Rule 46/273: (90.2/1.6, lift 8.4)
    PC1 <= -0.4334595
    PC8 <= -0.5495703
    PC14 > -3.571462
    PC15 > 0.6607555
    PC27 > -0.7546553
    PC43 > -1.048315
    PC57 > -0.100883
    PC59 <= -0.6055204
    ->  class 2\|3  [0.972]

Rule 46/274: (29.8, lift 8.4)
    PC1 <= -0.4334595
    PC8 <= -0.5495703
    PC14 > -3.571462
    PC27 > -0.7546553
    PC43 <= -1.048315
    PC60 > 1.645929
    ->  class 2\|3  [0.969]

Rule 46/275: (47.4/0.6, lift 8.4)
    PC8 <= -0.5495703
    PC12 > 4.792502
    PC14 > -3.571462
    PC37 <= 1.422928
    ->  class 2\|3  [0.967]

Rule 46/276: (237.5/7.7, lift 8.3)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 > -2.966951
    PC8 <= -0.5495703
    PC9 <= 7.850052
    PC10 > 0.2830673
    PC17 <= 0.5492198
    PC18 > -0.453394
    PC27 > -0.7546553
    PC29 <= 0.3446466
    PC43 > -1.048315
    PC56 <= 0.145356
    PC57 > -0.100883
    PC59 > -0.6055204
    ->  class 2\|3  [0.964]

Rule 46/277: (73.5/2.1, lift 8.3)
    PC1 > -0.4334595
    PC2 <= 2.5099
    PC8 <= -0.9156818
    PC9 <= 0.329827
    PC19 > 0.1366851
    PC43 <= -0.1649584
    ->  class 2\|3  [0.958]

Rule 46/278: (21.4, lift 8.3)
    PC1 <= -0.4334595
    PC8 <= -2.966951
    PC13 <= 0.4206764
    PC61 > 0.1314662
    PC67 > 0.4530539
    PC85 > 0.3236245
    ->  class 2\|3  [0.957]

Rule 46/279: (40.1/1.3, lift 8.2)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 <= -0.5495703
    PC9 <= 7.850052
    PC15 <= -0.9084422
    PC43 <= -1.048315
    PC57 > -0.100883
    ->  class 2\|3  [0.944]

Rule 46/280: (188/10.6, lift 8.1)
    PC1 <= -1.777456
    PC8 > -2.966951
    PC8 <= -0.5495703
    PC9 <= 7.850052
    PC17 <= 0.5492198
    PC27 > -0.7546553
    PC43 > -1.048315
    PC56 <= 0.145356
    PC57 > -0.100883
    PC76 > 0.3326994
    ->  class 2\|3  [0.939]

Rule 46/281: (93.9/5.1, lift 8.1)
    PC1 <= -0.4334595
    PC8 <= -2.966951
    PC18 > -0.492968
    PC76 <= -0.48181
    PC83 <= 0.4173378
    ->  class 2\|3  [0.936]

Rule 46/282: (7.9, lift 7.8)
    PC8 > -2.966951
    PC8 <= -0.5495703
    PC9 > 7.850052
    PC14 > -3.571462
    PC38 > 0.8947983
    PC57 > -0.100883
    ->  class 2\|3  [0.899]

Rule 46/283: (43.8/5.8, lift 7.4)
    PC1 > -0.8876088
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 > -2.966951
    PC8 <= -0.5495703
    ->  class 2\|3  [0.851]

Rule 46/284: (7450.5/5328.2, lift 2.5)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    ->  class 2\|3  [0.285]

Rule 46/285: (12460.1/10151.6, lift 1.6)
    PC2 <= 2.5099
    ->  class 2\|3  [0.185]

Rule 46/286: (460.7/0.5, lift 15.6)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 <= -0.5495703
    PC18 <= -0.492968
    PC33 > 0.1273195
    PC55 > -0.3099379
    PC67 <= 0.2302268
    ->  class 2\|4  [0.997]

Rule 46/287: (379, lift 15.6)
    PC1 <= -0.4334595
    PC8 <= -2.966951
    PC36 <= 0.2553899
    PC40 > 1.356368
    ->  class 2\|4  [0.997]

Rule 46/288: (156.2, lift 15.6)
    PC1 <= -0.4334595
    PC8 <= -2.966951
    PC13 > 0.4206764
    PC21 > 0.8591744
    ->  class 2\|4  [0.994]

Rule 46/289: (151.5/0.2, lift 15.5)
    PC1 > -0.4334595
    PC1 <= 16.39705
    PC2 <= 2.5099
    PC8 <= -0.9156818
    PC19 > 0.1366851
    PC26 <= 1.247296
    PC30 <= -0.2057942
    PC43 > -0.1649584
    PC72 > -0.7606073
    ->  class 2\|4  [0.992]

Rule 46/290: (71.4, lift 15.4)
    PC1 > -0.4334595
    PC2 <= 2.5099
    PC3 <= 0.6685202
    PC9 <= 0.329827
    PC19 > -1.163367
    PC82 > -0.4479639
    PC82 <= 0.5649222
    PC88 <= -0.2864271
    ->  class 2\|4  [0.986]

Rule 46/291: (103.9/1.6, lift 15.3)
    PC8 <= -2.966951
    PC36 <= 0.2553899
    PC45 <= 0.1528479
    PC46 <= 0.4031499
    PC49 <= 0.07827593
    PC76 <= 0.5309201
    PC77 > 0.171089
    PC80 > -0.7750584
    PC82 <= 0.1202715
    PC85 <= 0.3236245
    PC95 > 0.01040603
    PC96 <= 0.2911013
    ->  class 2\|4  [0.976]

Rule 46/292: (19.9, lift 14.9)
    PC2 <= 2.5099
    PC8 <= -2.966951
    PC38 <= 0.2592863
    PC51 > 0.8443022
    ->  class 2\|4  [0.954]

Rule 46/293: (16.1, lift 14.8)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 > -2.966951
    PC8 <= -0.5495703
    PC17 > 0.5492198
    PC27 > -0.7546553
    PC57 > -0.100883
    PC72 > 0.04709764
    ->  class 2\|4  [0.945]

Rule 46/294: (43/3.8, lift 14.0)
    PC2 <= 2.5099
    PC8 <= -2.966951
    PC13 <= 0.4206764
    PC27 > 0.7584817
    PC38 <= 0.2592863
    PC46 <= 0.4031499
    ->  class 2\|4  [0.892]

Rule 46/295: (25.6/2.1, lift 13.9)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 > -2.966951
    PC8 <= -0.5495703
    PC9 <= 7.850052
    PC15 <= 0.6607555
    PC56 <= 0.145356
    PC57 > -0.100883
    PC59 <= -0.6055204
    ->  class 2\|4  [0.888]

Rule 46/296: (27/4.4, lift 12.7)
    PC1 <= -0.4334595
    PC8 <= -2.966951
    PC27 <= 0.7584817
    PC38 <= 0.2592863
    PC41 <= -2.177238
    PC46 <= 0.4031499
    ->  class 2\|4  [0.814]

Rule 46/297: (581.4/156.2, lift 11.4)
    PC2 <= 2.5099
    PC8 <= -2.966951
    PC46 <= 0.4031499
    PC81 <= 0.226089
    PC85 > 0.3236245
    ->  class 2\|4  [0.731]

Rule 46/298: (20.6/6.8, lift 10.2)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 > -2.966951
    PC8 <= -0.5495703
    PC37 > 1.422928
    PC57 <= -0.100883
    ->  class 2\|4  [0.654]

Rule 46/299: (32.6/11.5, lift 10.0)
    PC1 <= -0.4334595
    PC6 > -0.05992074
    PC8 <= -0.5495703
    PC15 > -0.9084422
    PC29 <= 0.3446466
    PC43 <= -1.048315
    PC57 > -0.100883
    PC60 <= 1.645929
    ->  class 2\|4  [0.640]

Rule 46/300: (45.5/20.2, lift 8.7)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 > -2.966951
    PC8 <= -0.5495703
    PC18 > -0.492968
    PC29 > 0.3446466
    ->  class 2\|4  [0.554]

Default class: 2\|3

-----  Trial 47:  -----

Rules:

Rule 47/1: (160.3, lift 16.4)
    PC2 <= 6.632227
    PC4 > -8.071015
    PC13 <= 8.316996
    PC18 > 2.129967
    PC19 <= -0.00961022
    PC22 > -0.7302641
    PC32 > 0.7004737
    PC33 <= 3.237279
    PC55 > -0.4851243
    PC71 <= 0.4788486
    PC97 <= 0.3049408
    ->  class 0\|0  [0.994]

Rule 47/2: (68.8, lift 16.3)
    PC2 <= 6.632227
    PC4 <= -8.071015
    PC14 > -0.4700126
    PC16 <= -0.449893
    PC18 > 2.848612
    PC64 <= 0.2544598
    PC93 <= 0.3487782
    ->  class 0\|0  [0.986]

Rule 47/3: (88.3/0.7, lift 16.2)
    PC4 > -8.071015
    PC5 <= -0.501492
    PC9 > 0.2734779
    PC18 > 2.129967
    PC55 > -0.2022897
    PC71 <= 0.4788486
    PC91 > -0.259846
    PC97 <= 0.3049408
    ->  class 0\|0  [0.982]

Rule 47/4: (77.6/0.8, lift 16.1)
    PC4 <= 9.102389
    PC12 <= 2.058601
    PC18 > 2.129967
    PC27 <= 2.941081
    PC40 > -1.922421
    PC56 <= 1.988945
    PC67 <= -0.191089
    PC81 <= 0.9457766
    PC85 > -2.471968
    ->  class 0\|0  [0.977]

Rule 47/5: (68.2/0.7, lift 16.1)
    PC4 <= 10.39132
    PC13 <= 8.316996
    PC18 > 2.129967
    PC27 <= 2.941081
    PC56 <= 1.988945
    PC67 <= 0.4744273
    PC86 <= -1.50712
    ->  class 0\|0  [0.976]

Rule 47/6: (402.8/10.6, lift 16.0)
    PC2 > 3.059934
    PC2 <= 6.632227
    PC4 > -8.071015
    PC5 > -0.501492
    PC13 <= 8.316996
    PC15 <= 1.139282
    PC18 > 2.129967
    PC27 <= 2.941081
    PC50 <= 0.4385564
    PC55 > -0.4851243
    PC56 <= 0.8819376
    PC68 <= 1.009368
    PC71 <= 0.4788486
    PC72 > -0.5036493
    PC91 > -0.6733376
    PC97 <= 0.3049408
    ->  class 0\|0  [0.971]

Rule 47/7: (148.6/5, lift 15.8)
    PC2 > 2.723708
    PC3 <= 1.640775
    PC4 <= 5.573752
    PC6 <= 0.2633233
    PC13 <= 0.8532363
    PC14 > 0.5644688
    PC18 > 0.6852615
    PC67 <= 0.7143289
    PC100 > -0.5482178
    ->  class 0\|0  [0.960]

Rule 47/8: (63.6/2.1, lift 15.7)
    PC2 <= 6.632227
    PC4 <= 9.102389
    PC13 <= 8.316996
    PC18 > 2.129967
    PC27 <= 2.941081
    PC55 > -0.4851243
    PC56 <= 1.988945
    PC100 <= -0.6978741
    ->  class 0\|0  [0.953]

Rule 47/9: (18.8, lift 15.7)
    PC2 > 2.723708
    PC3 <= 1.640775
    PC6 > 0.2633233
    PC18 > -0.4683644
    PC18 <= 2.129967
    ->  class 0\|0  [0.952]

Rule 47/10: (34.8/0.9, lift 15.6)
    PC2 <= 6.632227
    PC4 <= 9.102389
    PC13 <= 8.316996
    PC18 > 2.129967
    PC33 <= 3.237279
    PC55 > -0.4851243
    PC80 <= -0.2960351
    PC97 > 0.3049408
    ->  class 0\|0  [0.948]

Rule 47/11: (46.1/2.7, lift 15.2)
    PC4 <= 10.39132
    PC13 <= 8.316996
    PC18 > 2.129967
    PC27 <= 2.941081
    PC33 <= 3.237279
    PC47 <= -1.02013
    PC86 > -1.50712
    ->  class 0\|0  [0.923]

Rule 47/12: (16.5/0.5, lift 15.2)
    PC4 > 5.573752
    PC8 > 0.4183616
    PC18 > -0.4683644
    ->  class 0\|0  [0.922]

Rule 47/13: (9.3, lift 15.0)
    PC4 > 9.019572
    PC4 <= 9.102389
    PC18 > 2.129967
    ->  class 0\|0  [0.912]

Rule 47/14: (17.3/1, lift 14.8)
    PC2 > 6.632227
    PC4 <= 10.39132
    PC13 <= 8.316996
    PC18 > 2.129967
    PC27 <= 2.941081
    PC33 <= 3.237279
    PC55 > -0.4851243
    PC56 <= 1.988945
    PC94 > 0.5546775
    ->  class 0\|0  [0.897]

Rule 47/15: (50.4/8.7, lift 13.5)
    PC2 > 6.632227
    PC4 <= 10.39132
    PC13 <= 8.316996
    PC15 <= 0.5641037
    PC18 > 2.129967
    PC27 <= 2.941081
    PC33 <= 3.237279
    PC40 > -1.922421
    PC55 > -0.4851243
    PC56 <= 1.988945
    PC67 <= 0.4744273
    PC85 > -2.471968
    ->  class 0\|0  [0.816]

Rule 47/16: (47.6/13.3, lift 11.7)
    PC2 > 2.723708
    PC3 <= 1.640775
    PC13 <= 8.316996
    PC18 > -0.4683644
    PC42 <= -2.840336
    PC46 <= 2.019221
    PC99 > -1.350496
    ->  class 0\|0  [0.711]

Rule 47/17: (128.5, lift 13.6)
    PC2 > 6.632227
    PC13 <= 8.316996
    PC15 > 0.5641037
    PC18 > 2.129967
    PC56 <= 1.988945
    PC86 > -1.50712
    PC94 <= 0.5546775
    ->  class 0\|1  [0.992]

Rule 47/18: (107.6/1.4, lift 13.4)
    PC2 > 2.723708
    PC3 <= 1.640775
    PC7 <= -0.7654072
    PC18 <= -0.4683644
    PC20 > -3.440173
    PC23 > -1.45131
    PC37 > 0.2175294
    ->  class 0\|1  [0.978]

Rule 47/19: (5.1, lift 11.7)
    PC13 > 8.316996
    PC100 > 3.559403
    ->  class 0\|1  [0.859]

Rule 47/20: (47.9/6.4, lift 11.6)
    PC13 > 8.316996
    PC18 > 3.543752
    PC20 > -3.954047
    PC46 <= 2.019221
    ->  class 0\|1  [0.851]

Rule 47/21: (43.3/7.2, lift 11.2)
    PC2 > 2.723708
    PC3 <= 1.640775
    PC5 <= 2.765218
    PC16 <= -0.4560341
    PC18 > -1.829186
    PC18 <= -0.4683644
    ->  class 0\|1  [0.820]

Rule 47/22: (17.7/3.2, lift 10.8)
    PC2 > 2.723708
    PC7 > -0.7224794
    PC18 > -1.829186
    PC18 <= -0.4683644
    PC44 > 0.6426864
    PC47 <= 1.804074
    PC54 <= 3.096431
    PC94 > 0.5224349
    ->  class 0\|1  [0.786]

Rule 47/23: (18/3.8, lift 10.4)
    PC2 > 2.723708
    PC18 <= -0.4683644
    PC29 > -0.6656501
    PC37 <= -1.959962
    PC47 <= 1.804074
    PC70 <= 0.2587226
    ->  class 0\|1  [0.760]

Rule 47/24: (2684.2/1453.3, lift 6.3)
    PC2 > 2.723708
    PC3 <= 1.640775
    PC4 <= 10.39132
    PC13 <= 8.316996
    PC18 > -0.4683644
    PC30 > -3.238498
    PC46 <= 2.019221
    ->  class 0\|1  [0.459]

Rule 47/25: (164.9/107.2, lift 4.8)
    PC2 > 2.723708
    PC3 <= 1.640775
    PC4 <= 8.375622
    PC18 > -1.829186
    PC97 > 1.410934
    ->  class 0\|1  [0.352]

Rule 47/26: (56.3, lift 10.0)
    PC2 > 2.723708
    PC13 > 1.698335
    PC13 <= 8.316996
    PC18 > -0.4683644
    PC18 <= 2.129967
    PC30 > -3.238498
    PC62 > -0.3591819
    PC66 <= 1.249241
    ->  class 0\|2  [0.983]

Rule 47/27: (47.2, lift 10.0)
    PC2 > 2.723708
    PC3 <= 1.640775
    PC13 <= 1.698335
    PC18 > -0.4683644
    PC46 <= 2.019221
    PC85 > 1.627723
    PC99 > -1.350496
    ->  class 0\|2  [0.980]

Rule 47/28: (44.3, lift 10.0)
    PC2 > 2.990274
    PC3 > -0.8894261
    PC3 <= 1.640775
    PC18 > -1.829186
    PC18 <= -0.4683644
    PC38 <= 1.10671
    PC41 <= 0.2175477
    PC44 <= 0.6426864
    PC77 <= 1.242511
    PC87 > -0.4312632
    ->  class 0\|2  [0.978]

Rule 47/29: (123.9/2.1, lift 9.9)
    PC2 > 2.723708
    PC3 <= 1.640775
    PC14 <= 0.5644688
    PC18 > -0.4683644
    PC20 > -0.9430088
    PC32 <= -0.1301751
    PC49 <= 0.7176014
    PC57 <= 0.8735422
    PC73 <= 0.6456435
    PC77 <= -0.1229769
    PC80 <= 0.3292896
    PC93 <= 0.3012548
    ->  class 0\|2  [0.976]

Rule 47/30: (107.6/2, lift 9.9)
    PC2 > 2.723708
    PC3 <= 1.640775
    PC5 > 2.765218
    PC18 <= -0.4683644
    PC54 <= 3.096431
    PC58 <= 3.236362
    PC78 <= 3.132586
    ->  class 0\|2  [0.973]

Rule 47/31: (46.4/0.3, lift 9.9)
    PC2 > 2.723708
    PC6 > -1.360778
    PC13 <= 1.698335
    PC14 > -0.8971257
    PC18 <= 2.129967
    PC79 <= 0.7155718
    PC85 <= 1.627723
    PC90 <= -2.050295
    ->  class 0\|2  [0.972]

Rule 47/32: (132.3/2.8, lift 9.9)
    PC13 > 8.316996
    PC18 > -0.4683644
    PC46 <= 2.019221
    PC63 > -0.8551956
    PC65 <= -0.4597442
    ->  class 0\|2  [0.972]

Rule 47/33: (30.7/0.2, lift 9.8)
    PC3 <= 1.640775
    PC13 <= 1.698335
    PC14 > -0.8971257
    PC14 <= 0.5644688
    PC18 <= 2.129967
    PC30 > -3.238498
    PC46 <= 2.019221
    PC59 <= -1.632287
    PC77 > -0.1229769
    PC99 > -1.350496
    ->  class 0\|2  [0.964]

Rule 47/34: (70.7/1.8, lift 9.8)
    PC2 > 2.723708
    PC3 <= 1.640775
    PC14 <= -0.8971257
    PC18 > -0.4683644
    PC18 <= 2.129967
    PC46 <= 2.019221
    PC67 <= 0.7143289
    PC99 > -1.350496
    ->  class 0\|2  [0.962]

Rule 47/35: (47.1/1, lift 9.8)
    PC2 > 2.723708
    PC3 <= 1.640775
    PC14 > 0.5644688
    PC18 > -0.4683644
    PC18 <= 2.129967
    PC50 > 0.8536695
    PC81 <= 2.133149
    PC99 > -1.350496
    ->  class 0\|2  [0.960]

Rule 47/36: (34.9/0.7, lift 9.7)
    PC2 > 2.723708
    PC12 > 2.058601
    PC18 > 2.129967
    PC67 <= -0.191089
    ->  class 0\|2  [0.953]

Rule 47/37: (17.9, lift 9.7)
    PC16 > 0.3161492
    PC18 <= -0.4683644
    PC28 > 3.289739
    PC69 <= 1.066061
    PC77 <= 1.242511
    ->  class 0\|2  [0.950]

Rule 47/38: (128.8/5.5, lift 9.7)
    PC4 > 8.375622
    PC18 <= -0.4683644
    PC37 > -1.959962
    PC70 <= 2.195136
    PC77 <= 1.242511
    ->  class 0\|2  [0.950]

Rule 47/39: (16.2, lift 9.6)
    PC2 > 2.723708
    PC6 > -0.7461939
    PC7 <= -0.3301688
    PC13 <= 1.353153
    PC16 > 0.3161492
    PC18 <= -0.4683644
    PC31 > -0.04867892
    PC69 <= 1.066061
    PC71 <= 0.4713553
    PC75 <= 0.0467784
    ->  class 0\|2  [0.945]

Rule 47/40: (12.7, lift 9.5)
    PC2 > 2.723708
    PC18 > -1.829186
    PC18 <= -0.4683644
    PC21 > 0.1393969
    PC47 <= 1.804074
    PC93 <= -1.31666
    ->  class 0\|2  [0.932]

Rule 47/41: (80.9/4.9, lift 9.5)
    PC2 > 2.723708
    PC7 > -0.605471
    PC9 > 0.5460296
    PC18 <= -1.829186
    PC39 > -0.8190987
    PC71 > -0.9794831
    PC78 > -1.312719
    ->  class 0\|2  [0.929]

Rule 47/42: (23.4/0.8, lift 9.5)
    PC2 > 2.723708
    PC3 <= 1.640775
    PC6 > -1.360778
    PC11 > 0.2538003
    PC14 > -0.8971257
    PC30 > -3.238498
    PC46 <= 2.019221
    PC79 <= 0.7155718
    ->  class 0\|2  [0.928]

Rule 47/43: (49.8/3.3, lift 9.3)
    PC7 > -0.7654072
    PC18 <= -0.4683644
    PC29 > -0.6656501
    PC37 <= -1.959962
    PC47 <= 1.804074
    PC54 <= 3.096431
    PC70 > 0.2587226
    ->  class 0\|2  [0.917]

Rule 47/44: (104.3/8.7, lift 9.3)
    PC2 > 2.723708
    PC3 <= 1.640775
    PC14 <= 0.5644688
    PC18 > -0.4683644
    PC18 <= 2.129967
    PC46 <= 2.019221
    PC66 > -0.5636256
    PC79 > 0.7155718
    ->  class 0\|2  [0.909]

Rule 47/45: (48.2/5.2, lift 8.9)
    PC2 > 2.723708
    PC3 <= 1.640775
    PC6 <= 0.2633233
    PC13 <= 8.316996
    PC18 > -0.4683644
    PC18 <= 2.129967
    PC30 > -3.238498
    PC81 <= 2.133149
    PC99 <= -1.350496
    ->  class 0\|2  [0.877]

Rule 47/46: (45.4/6.8, lift 8.5)
    PC2 > 2.723708
    PC6 > -0.7461939
    PC7 > -0.605471
    PC8 > -0.8362898
    PC8 <= -0.1416677
    PC13 <= 1.353153
    PC18 <= -0.4683644
    PC31 > -0.3028209
    PC64 <= -0.4628634
    PC69 <= 1.066061
    PC71 > -0.9794831
    PC73 <= 2.002053
    PC77 <= 1.242511
    PC98 > -0.5164444
    ->  class 0\|2  [0.835]

Rule 47/47: (19.3/4, lift 7.8)
    PC2 > 2.723708
    PC13 <= 1.698335
    PC18 > -0.4683644
    PC18 <= 2.129967
    PC81 > 2.133149
    ->  class 0\|2  [0.765]

Rule 47/48: (7202.9/5249.3, lift 2.8)
    PC2 > 2.723708
    ->  class 0\|2  [0.271]

Rule 47/49: (276, lift 12.3)
    PC4 > -7.83144
    PC6 > -0.7461939
    PC7 > -0.3301688
    PC8 > -0.8362898
    PC10 > -2.500309
    PC11 > -0.03430764
    PC13 > -1.184084
    PC15 <= -0.1990302
    PC18 <= -1.829186
    PC34 > -1.920665
    PC57 <= 1.474847
    PC64 > -0.4628634
    PC65 > -1.752205
    PC71 <= 0.4713553
    ->  class 0\|3  [0.996]

Rule 47/50: (239.6, lift 12.3)
    PC4 <= 8.375622
    PC6 > -0.7461939
    PC7 > -0.7654072
    PC8 > -0.8362898
    PC9 <= 0.5460296
    PC11 > -0.03430764
    PC17 <= 0.08259258
    PC18 <= -1.829186
    PC28 <= 3.289739
    PC34 > -1.920665
    PC57 <= 1.474847
    PC64 > -0.4628634
    PC71 <= 0.4713553
    PC75 > 0.0467784
    ->  class 0\|3  [0.996]

Rule 47/51: (126.5, lift 12.2)
    PC3 <= 1.640775
    PC4 <= 8.375622
    PC7 > -0.7224794
    PC9 <= 0.5460296
    PC16 <= 0.3161492
    PC17 <= 0.63545
    PC18 <= -1.829186
    PC32 <= 2.463673
    PC65 > -1.752205
    PC71 <= 0.4713553
    PC77 <= 1.242511
    ->  class 0\|3  [0.992]

Rule 47/52: (96.9, lift 12.2)
    PC4 > -7.83144
    PC8 > -0.1416677
    PC9 <= 0.5460296
    PC11 > -0.03430764
    PC13 > -1.184084
    PC13 <= 1.353153
    PC16 > 0.3161492
    PC18 <= -0.4683644
    PC31 > -0.3028209
    PC46 <= 0.2280874
    PC64 <= -0.4628634
    PC77 <= -0.2557314
    PC90 <= 0.3289552
    ->  class 0\|3  [0.990]

Rule 47/53: (73, lift 12.2)
    PC4 > -7.83144
    PC4 <= 8.375622
    PC18 <= -1.829186
    PC37 > -1.959962
    PC57 <= 1.474847
    PC69 > 1.066061
    PC98 > -0.5164444
    ->  class 0\|3  [0.987]

Rule 47/54: (71.8, lift 12.2)
    PC2 > 2.723708
    PC5 <= 2.765218
    PC7 > -0.7224794
    PC18 <= -0.4683644
    PC37 > -1.959962
    PC65 > -1.752205
    PC73 > 2.002053
    ->  class 0\|3  [0.986]

Rule 47/55: (63.9, lift 12.1)
    PC2 > 2.723708
    PC4 <= 8.375622
    PC7 > -0.7654072
    PC16 > -0.4560341
    PC18 <= -0.4683644
    PC37 > -1.959962
    PC43 > 1.773609
    ->  class 0\|3  [0.985]

Rule 47/56: (155.6/1.5, lift 12.1)
    PC3 <= 1.640775
    PC4 > -7.83144
    PC4 <= 8.375622
    PC7 > -0.605471
    PC9 <= 0.5460296
    PC11 > -0.03430764
    PC13 > 1.353153
    PC18 <= -1.829186
    PC37 > -1.959962
    ->  class 0\|3  [0.984]

Rule 47/57: (62.2/0.1, lift 12.1)
    PC2 > 2.723708
    PC3 <= 1.640775
    PC18 <= -0.4683644
    PC54 > 3.096431
    ->  class 0\|3  [0.983]

Rule 47/58: (47.1, lift 12.1)
    PC2 > 2.723708
    PC3 <= 1.640775
    PC4 > -7.83144
    PC4 <= 8.375622
    PC7 > -0.605471
    PC9 <= 0.5460296
    PC11 > -0.03430764
    PC13 > -1.184084
    PC13 <= 1.353153
    PC18 <= -0.4683644
    PC34 > -1.920665
    PC60 <= 0.07835404
    PC64 <= -0.4628634
    ->  class 0\|3  [0.980]

Rule 47/59: (46.1, lift 12.1)
    PC2 > 2.723708
    PC5 <= 2.765218
    PC7 > -0.7654072
    PC18 <= -0.4683644
    PC99 <= -2.727979
    ->  class 0\|3  [0.979]

Rule 47/60: (44.9, lift 12.1)
    PC2 > 2.723708
    PC18 > -1.829186
    PC18 <= -0.4683644
    PC38 > 1.10671
    PC44 <= 0.6426864
    ->  class 0\|3  [0.979]

Rule 47/61: (45.6, lift 12.1)
    PC3 <= 1.640775
    PC18 <= -0.4683644
    PC26 <= -0.02727594
    PC37 > -1.959962
    PC77 > 1.242511
    ->  class 0\|3  [0.979]

Rule 47/62: (173.2/3.2, lift 12.0)
    PC2 > 2.723708
    PC4 > -7.83144
    PC4 <= 8.375622
    PC5 <= 2.765218
    PC7 > -0.7654072
    PC18 <= -1.829186
    PC32 <= 2.463673
    PC57 <= 1.474847
    PC65 > -1.752205
    PC98 <= -0.5164444
    ->  class 0\|3  [0.976]

Rule 47/63: (37.5, lift 12.0)
    PC2 > 2.723708
    PC3 <= 1.640775
    PC7 <= -0.7654072
    PC18 <= -0.4683644
    PC22 > 2.403663
    ->  class 0\|3  [0.975]

Rule 47/64: (35.8, lift 12.0)
    PC2 > 2.723708
    PC3 <= 1.640775
    PC5 <= 2.765218
    PC7 > -0.7654072
    PC18 <= -0.4683644
    PC47 > 1.804074
    ->  class 0\|3  [0.974]

Rule 47/65: (28.5, lift 11.9)
    PC3 <= 1.640775
    PC4 <= 8.375622
    PC5 <= 2.765218
    PC7 > -0.7654072
    PC18 <= -0.4683644
    PC28 > 0.2517757
    PC57 > 1.474847
    PC65 > -1.752205
    ->  class 0\|3  [0.967]

Rule 47/66: (23, lift 11.8)
    PC2 > 2.723708
    PC7 > -0.7224794
    PC16 > -0.4560341
    PC18 > -1.829186
    PC18 <= -0.4683644
    PC38 <= 1.10671
    PC41 > 0.2175477
    PC65 > -1.752205
    ->  class 0\|3  [0.960]

Rule 47/67: (22, lift 11.8)
    PC2 > 2.723708
    PC2 <= 5.325577
    PC3 <= 1.640775
    PC7 > -0.7654072
    PC18 > -1.829186
    PC18 <= -0.4683644
    PC37 > -1.959962
    PC44 <= 0.6426864
    PC70 > 0.6440953
    PC77 <= 1.242511
    ->  class 0\|3  [0.958]

Rule 47/68: (66.4/1.9, lift 11.8)
    PC2 > 2.723708
    PC4 > -7.83144
    PC4 <= 8.375622
    PC7 > -0.7224794
    PC18 > -1.829186
    PC18 <= -0.4683644
    PC21 <= 0.1393969
    PC44 <= 0.6426864
    PC65 > -1.752205
    PC93 <= -1.31666
    ->  class 0\|3  [0.957]

Rule 47/69: (23.8/0.1, lift 11.8)
    PC13 > 8.316996
    PC18 > -0.4683644
    PC18 <= 3.543752
    PC32 <= 2.35277
    PC63 <= -0.8551956
    ->  class 0\|3  [0.956]

Rule 47/70: (309.2/13, lift 11.8)
    PC4 > -7.83144
    PC6 > -0.7461939
    PC7 > -0.605471
    PC8 > -0.8362898
    PC10 > -2.500309
    PC11 > -0.03430764
    PC13 > -1.184084
    PC15 <= -0.1990302
    PC18 <= -1.829186
    PC31 > -0.3028209
    PC32 <= 2.056928
    PC34 > -1.920665
    PC57 <= 1.474847
    PC64 > -0.4628634
    PC65 > -1.752205
    PC71 <= 0.4713553
    PC84 <= 0.2514168
    ->  class 0\|3  [0.955]

Rule 47/71: (15.4, lift 11.6)
    PC2 > 2.723708
    PC9 > 0.5460296
    PC18 <= -1.829186
    PC37 > -1.959962
    PC39 <= -0.8190987
    PC71 > -0.9794831
    PC77 <= 1.242511
    ->  class 0\|3  [0.943]

Rule 47/72: (15.2, lift 11.6)
    PC7 <= -0.7654072
    PC18 <= -0.4683644
    PC20 <= -3.440173
    PC33 <= -1.386284
    ->  class 0\|3  [0.942]

Rule 47/73: (14.4, lift 11.6)
    PC4 > 8.375622
    PC5 <= 2.765218
    PC18 <= -0.4683644
    PC37 > -1.959962
    PC70 > 2.195136
    ->  class 0\|3  [0.939]

Rule 47/74: (13.3, lift 11.5)
    PC2 > 2.723708
    PC2 <= 5.325577
    PC3 <= 1.640775
    PC16 > -0.4560341
    PC18 > -1.829186
    PC18 <= -0.4683644
    PC37 > -1.959962
    PC44 <= 0.6426864
    PC87 <= -0.4312632
    PC97 <= 1.410934
    ->  class 0\|3  [0.935]

Rule 47/75: (13.5, lift 11.5)
    PC2 > 2.723708
    PC13 > 1.698335
    PC13 <= 8.316996
    PC18 > -0.4683644
    PC18 <= 2.129967
    PC66 > 1.249241
    ->  class 0\|3  [0.935]

Rule 47/76: (24.2/0.7, lift 11.5)
    PC5 <= 2.765218
    PC18 <= -0.4683644
    PC29 <= -0.6656501
    PC37 <= -1.959962
    ->  class 0\|3  [0.934]

Rule 47/77: (12.6, lift 11.5)
    PC2 > 2.723708
    PC2 <= 5.325577
    PC3 <= -0.8894261
    PC13 > -0.8110462
    PC16 > 1.014927
    PC18 > -1.829186
    PC37 > -1.959962
    ->  class 0\|3  [0.932]

Rule 47/78: (12.2, lift 11.5)
    PC4 > -7.83144
    PC5 <= 2.765218
    PC18 > -1.829186
    PC18 <= -0.4683644
    PC28 > 3.646305
    ->  class 0\|3  [0.929]

Rule 47/79: (18.8/1, lift 11.2)
    PC2 > 2.723708
    PC2 <= 5.325577
    PC3 <= -0.8894261
    PC13 > -0.8110462
    PC18 > -1.829186
    PC18 <= -0.4683644
    PC37 > -1.959962
    PC65 > 0.6945879
    ->  class 0\|3  [0.905]

Rule 47/80: (11.2/0.3, lift 11.2)
    PC3 <= 1.640775
    PC5 > 2.765218
    PC18 <= -0.4683644
    PC58 > 3.236362
    ->  class 0\|3  [0.905]

Rule 47/81: (18.8/1, lift 11.1)
    PC2 > 2.723708
    PC2 <= 2.990274
    PC3 <= 1.640775
    PC16 > -0.4560341
    PC18 > -1.829186
    PC18 <= -0.4683644
    ->  class 0\|3  [0.902]

Rule 47/82: (20.3/1.3, lift 11.1)
    PC2 > 2.723708
    PC3 <= 1.640775
    PC18 > -0.4683644
    PC18 <= 2.129967
    PC67 > 0.7143289
    ->  class 0\|3  [0.896]

Rule 47/83: (43.5/3.8, lift 11.0)
    PC2 > 2.723708
    PC7 <= -0.7654072
    PC17 <= -4.136189
    PC20 <= -3.440173
    ->  class 0\|3  [0.894]

Rule 47/84: (63.3/6.4, lift 10.9)
    PC13 > 8.316996
    PC18 > -0.4683644
    PC18 <= 3.543752
    PC46 > -0.01764959
    PC65 > -0.4597442
    ->  class 0\|3  [0.887]

Rule 47/85: (112.6/13.9, lift 10.7)
    PC2 > 2.723708
    PC3 <= 1.640775
    PC4 > -7.83144
    PC4 <= 8.375622
    PC7 > -0.7224794
    PC16 > -0.4560341
    PC18 > -1.829186
    PC18 <= -0.4683644
    PC44 <= 0.6426864
    PC72 > 0.6009928
    PC97 <= 1.410934
    ->  class 0\|3  [0.870]

Rule 47/86: (53.8/7.5, lift 10.5)
    PC2 > 2.723708
    PC3 <= 1.640775
    PC46 > 2.019221
    ->  class 0\|3  [0.848]

Rule 47/87: (14.8/2.7, lift 9.7)
    PC2 > 2.723708
    PC2 <= 5.325577
    PC3 <= 1.640775
    PC13 > -0.8110462
    PC16 > -0.4560341
    PC18 > -1.829186
    PC37 > -1.959962
    PC44 <= 0.6426864
    PC53 > 0.9131973
    PC65 <= 0.6945879
    PC87 > -0.4312632
    ->  class 0\|3  [0.783]

Rule 47/88: (29.3/9.5, lift 8.2)
    PC2 > 2.723708
    PC13 > 1.698335
    PC18 > -0.4683644
    PC18 <= 2.129967
    PC62 <= -0.3591819
    ->  class 0\|3  [0.663]

Rule 47/89: (268.3/101.5, lift 7.7)
    PC2 > 2.723708
    PC3 <= 1.640775
    PC4 <= 10.39132
    PC13 <= 8.316996
    PC30 <= -3.238498
    ->  class 0\|3  [0.621]

Rule 47/90: (11.1/4.4, lift 7.3)
    PC2 > 0.7056494
    PC2 <= 2.723708
    PC3 <= -0.078421
    PC21 <= 0.5964558
    ->  class 0\|3  [0.589]

Rule 47/91: (184.4/0.3, lift 23.3)
    PC1 > -0.4303757
    PC2 <= 2.723708
    PC6 <= 5.393637
    PC7 > -0.2138148
    PC15 <= -3.124698
    ->  class 1\|0  [0.993]

Rule 47/92: (148.4, lift 23.3)
    PC1 > -0.4303757
    PC6 <= -1.587701
    PC11 <= -2.309642
    ->  class 1\|0  [0.993]

Rule 47/93: (137.9, lift 23.3)
    PC1 > -0.4303757
    PC1 <= 9.434016
    PC5 <= 0.05537757
    PC21 > 0.5964558
    PC40 <= -0.01233292
    PC58 <= 0.5073202
    ->  class 1\|0  [0.993]

Rule 47/94: (131.3/0.4, lift 23.2)
    PC1 > -0.4303757
    PC2 <= 2.723708
    PC7 > -0.2138148
    PC8 > 0.5800788
    PC15 <= -3.124698
    ->  class 1\|0  [0.990]

Rule 47/95: (79.6, lift 23.2)
    PC3 > 1.640775
    PC8 > -3.622398
    PC12 <= -0.05653552
    PC16 <= -0.9381145
    PC47 > -0.295758
    PC64 > -1.577876
    PC65 > -0.1389549
    PC78 <= 0.2832753
    PC79 <= 0.01722709
    PC87 <= 0.2516995
    ->  class 1\|0  [0.987]

Rule 47/96: (49, lift 23.0)
    PC1 > -0.4303757
    PC7 > -0.2138148
    PC15 <= -3.124698
    PC80 > 0.671409
    ->  class 1\|0  [0.980]

Rule 47/97: (39.3, lift 22.9)
    PC2 > 2.723708
    PC3 > 1.640775
    PC47 > 1.119763
    PC64 > -1.577876
    PC65 > -0.1389549
    ->  class 1\|0  [0.976]

Rule 47/98: (29, lift 22.7)
    PC1 > 5.037923
    PC3 <= -0.078421
    PC15 > -3.124698
    PC21 <= 0.5964558
    PC28 <= 0.2428869
    PC78 <= -0.2035949
    ->  class 1\|0  [0.968]

Rule 47/99: (107.7/2.7, lift 22.7)
    PC2 > 2.723708
    PC3 > 1.640775
    PC8 > -3.622398
    PC12 <= -0.05653552
    PC16 <= -0.9381145
    PC26 <= 0.07516892
    PC34 <= 0.0455539
    PC39 > -0.07875787
    PC47 > -0.295758
    PC51 <= 1.020521
    PC73 > -0.3853759
    PC73 <= 0.1706023
    PC76 <= 0.2441399
    PC92 <= 0.4954863
    PC94 <= 0.03857326
    ->  class 1\|0  [0.966]

Rule 47/100: (23.9, lift 22.6)
    PC1 > -0.4303757
    PC2 <= 2.723708
    PC3 > -0.078421
    PC10 <= -0.3806608
    PC11 <= 2.038316
    PC16 <= 0.1122229
    PC21 <= 0.5964558
    PC68 > -2.002274
    ->  class 1\|0  [0.961]

Rule 47/101: (21.8, lift 22.5)
    PC2 <= 2.723708
    PC16 <= 0.1122229
    PC21 <= 0.5964558
    PC57 <= -1.824684
    ->  class 1\|0  [0.958]

Rule 47/102: (29.3/0.5, lift 22.3)
    PC1 > -0.4303757
    PC3 > -0.078421
    PC12 > 2.712912
    PC16 > 0.1122229
    PC82 <= 0.1936182
    ->  class 1\|0  [0.952]

Rule 47/103: (66.8/3.7, lift 21.9)
    PC1 > -0.4303757
    PC2 <= 2.723708
    PC3 > -0.078421
    PC11 <= 2.038316
    PC16 <= 0.1122229
    PC46 > -3.741464
    PC68 > -2.002274
    PC75 > 0.8398787
    ->  class 1\|0  [0.932]

Rule 47/104: (22/0.6, lift 21.9)
    PC2 > 2.723708
    PC3 > 1.640775
    PC15 > 2.499697
    ->  class 1\|0  [0.932]

Rule 47/105: (108.6/7.1, lift 21.7)
    PC1 > 5.037923
    PC3 <= -0.078421
    PC21 <= 0.5964558
    PC28 <= 0.2428869
    PC78 > -0.2035949
    PC98 <= -0.02447303
    ->  class 1\|0  [0.926]

Rule 47/106: (7.5, lift 21.0)
    PC1 > -0.4303757
    PC2 <= 2.723708
    PC3 <= -0.078421
    PC21 <= 0.5964558
    PC50 > 0.5827398
    ->  class 1\|0  [0.895]

Rule 47/107: (17.5/2, lift 19.9)
    PC1 > -0.4303757
    PC2 <= 2.723708
    PC3 > -0.078421
    PC11 <= 2.038316
    PC16 <= 0.1122229
    PC21 > 0.5527624
    PC21 <= 0.5964558
    PC68 > -2.002274
    ->  class 1\|0  [0.847]

Rule 47/108: (151.1/0.1, lift 15.8)
    PC2 > 2.723708
    PC3 > 1.640775
    PC16 > -0.9381145
    PC16 <= 1.258097
    PC22 > -2.091307
    PC52 > -0.3801298
    PC54 > -0.4501934
    PC62 <= 0.8388757
    PC65 > -0.6879153
    PC83 > -0.4227733
    ->  class 1\|1  [0.993]

Rule 47/109: (86.7, lift 15.7)
    PC2 > 2.723708
    PC3 > 1.640775
    PC15 <= 2.499697
    PC16 <= -0.9381145
    PC65 <= -0.1389549
    ->  class 1\|1  [0.989]

Rule 47/110: (69.1, lift 15.7)
    PC1 > 9.434016
    PC7 > -4.497778
    PC9 > -6.092827
    PC21 > 0.5964558
    PC22 <= 2.281079
    PC32 > -4.733686
    ->  class 1\|1  [0.986]

Rule 47/111: (56.2, lift 15.6)
    PC2 > 2.723708
    PC3 > 1.640775
    PC16 <= -0.9381145
    PC47 <= -0.295758
    ->  class 1\|1  [0.983]

Rule 47/112: (56.2, lift 15.6)
    PC3 > 1.640775
    PC12 <= -0.05653552
    PC16 <= -0.9381145
    PC47 <= 1.119763
    PC79 > 0.01722709
    PC94 > 0.03857326
    ->  class 1\|1  [0.983]

Rule 47/113: (402.8/6.5, lift 15.6)
    PC1 > -0.4303757
    PC2 <= 2.723708
    PC3 > -0.078421
    PC10 > -0.3806608
    PC11 <= 2.038316
    PC15 > -3.124698
    PC16 <= 0.1122229
    PC17 > -3.014803
    PC19 <= 2.708552
    PC21 > -0.8354934
    PC21 <= 0.5527624
    PC46 > -3.741464
    PC55 <= 1.690251
    PC57 > -1.824684
    PC68 > -2.002274
    PC73 > -0.8147966
    PC75 <= 0.8398787
    PC76 > -1.820736
    PC99 <= 1.505153
    ->  class 1\|1  [0.981]

Rule 47/114: (81.8/0.7, lift 15.6)
    PC2 > 2.723708
    PC3 > 1.640775
    PC16 <= -0.9381145
    PC26 > 0.07516892
    PC47 <= 1.119763
    PC79 > 0.01722709
    ->  class 1\|1  [0.980]

Rule 47/115: (48.2/0.1, lift 15.5)
    PC2 > 2.723708
    PC3 > 1.640775
    PC15 <= 2.499697
    PC47 <= 1.119763
    PC51 > 1.020521
    PC73 > -0.3853759
    PC79 > 0.01722709
    ->  class 1\|1  [0.978]

Rule 47/116: (43.5, lift 15.5)
    PC2 > 2.723708
    PC3 > 1.640775
    PC12 > -0.05653552
    PC16 <= 1.258097
    PC47 > -0.295758
    ->  class 1\|1  [0.978]

Rule 47/117: (40.1, lift 15.5)
    PC2 > 2.723708
    PC8 <= -3.622398
    PC16 <= -0.9381145
    ->  class 1\|1  [0.976]

Rule 47/118: (39.6, lift 15.5)
    PC2 > 2.723708
    PC3 > 1.640775
    PC16 <= 1.258097
    PC39 > -0.07875787
    PC78 > 0.2832753
    ->  class 1\|1  [0.976]

Rule 47/119: (73.5/1.1, lift 15.4)
    PC2 > 2.723708
    PC3 > 1.640775
    PC16 <= -0.9381145
    PC39 <= -0.07875787
    ->  class 1\|1  [0.973]

Rule 47/120: (43/0.4, lift 15.4)
    PC2 > 2.723708
    PC3 > 1.640775
    PC8 > -3.622398
    PC15 <= 2.499697
    PC16 <= 1.258097
    PC34 > 0.0455539
    PC39 > -0.07875787
    PC47 > -0.295758
    PC47 <= 1.119763
    PC79 > 0.01722709
    ->  class 1\|1  [0.969]

Rule 47/121: (29.7, lift 15.4)
    PC2 > 2.723708
    PC3 > 1.640775
    PC16 <= -0.9381145
    PC64 <= -1.577876
    ->  class 1\|1  [0.968]

Rule 47/122: (59.7/1.4, lift 15.3)
    PC2 > 2.723708
    PC3 > 1.640775
    PC15 <= 2.499697
    PC16 <= -0.9381145
    PC34 <= 0.0455539
    PC47 <= 1.119763
    PC76 > 0.2441399
    ->  class 1\|1  [0.962]

Rule 47/123: (75.6/2.1, lift 15.3)
    PC6 > 5.393637
    PC8 <= 0.5800788
    PC15 <= -3.124698
    PC80 <= 0.671409
    ->  class 1\|1  [0.960]

Rule 47/124: (24.8/0.2, lift 15.2)
    PC2 > 2.723708
    PC3 > 1.640775
    PC15 <= 2.499697
    PC16 <= -0.9381145
    PC47 <= 1.119763
    PC87 > 0.2516995
    ->  class 1\|1  [0.954]

Rule 47/125: (15.7, lift 15.0)
    PC3 > 1.640775
    PC16 <= -0.9381145
    PC79 > 0.01722709
    PC87 <= 0.2516995
    PC92 > 0.4954863
    ->  class 1\|1  [0.943]

Rule 47/126: (123/6.9, lift 14.9)
    PC1 > 5.037923
    PC3 <= -0.078421
    PC11 > -2.309642
    PC15 > -3.124698
    PC15 <= 2.615308
    PC21 <= 0.5964558
    PC28 <= 0.2428869
    PC50 <= 0.5827398
    PC78 > -0.2035949
    PC98 > -0.02447303
    ->  class 1\|1  [0.937]

Rule 47/127: (53.4/3.2, lift 14.7)
    PC2 > 2.723708
    PC3 > 1.640775
    PC16 <= -0.9381145
    PC34 <= 0.0455539
    PC47 <= 1.119763
    PC73 <= -0.3853759
    ->  class 1\|1  [0.925]

Rule 47/128: (94.5/6.7, lift 14.6)
    PC2 > 2.723708
    PC3 > 1.640775
    PC16 <= 1.258097
    PC47 > -0.295758
    PC73 > 0.1706023
    PC79 > 0.01722709
    ->  class 1\|1  [0.920]

Rule 47/129: (9, lift 14.4)
    PC1 > -0.4303757
    PC11 > 2.038316
    PC12 > 2.016689
    PC15 > -3.124698
    ->  class 1\|1  [0.909]

Rule 47/130: (7.9, lift 14.3)
    PC1 <= 5.037923
    PC3 <= -0.078421
    PC5 <= -4.574959
    PC15 > -3.124698
    ->  class 1\|1  [0.899]

Rule 47/131: (31.7/2.4, lift 14.3)
    PC1 > -0.4303757
    PC3 > -0.078421
    PC12 > 2.712912
    PC15 > -3.124698
    PC82 > 0.1936182
    ->  class 1\|1  [0.898]

Rule 47/132: (12.1/1.3, lift 13.3)
    PC1 > -0.4303757
    PC3 <= -0.078421
    PC6 > -1.587701
    PC11 <= -2.309642
    ->  class 1\|1  [0.835]

Rule 47/133: (19.5/8.5, lift 8.8)
    PC2 <= 2.723708
    PC3 > 0.6922847
    PC15 > -3.124698
    PC16 > 0.1122229
    PC76 <= -1.644479
    ->  class 1\|1  [0.557]

Rule 47/134: (20.6/11.5, lift 7.1)
    PC1 <= -0.4303757
    PC2 <= 2.723708
    PC8 > -0.2273773
    PC8 <= 2.293971
    PC42 <= -1.113485
    ->  class 1\|1  [0.450]

Rule 47/135: (212, lift 15.5)
    PC2 > 2.723708
    PC3 > 1.640775
    PC15 > -1.571989
    PC16 > 1.258097
    PC21 <= 0.03635013
    PC83 > -0.05215264
    ->  class 1\|2  [0.995]

Rule 47/136: (138.9, lift 15.4)
    PC3 > 9.854558
    PC16 > 1.258097
    ->  class 1\|2  [0.993]

Rule 47/137: (119.8, lift 15.4)
    PC2 > 2.723708
    PC3 > 1.640775
    PC16 > 1.258097
    PC51 > -0.7977742
    ->  class 1\|2  [0.992]

Rule 47/138: (39.6, lift 15.1)
    PC1 > -0.4303757
    PC21 > 0.5964558
    PC32 <= -4.733686
    ->  class 1\|2  [0.975]

Rule 47/139: (82.1/1.3, lift 15.1)
    PC1 > 9.434016
    PC7 <= -4.497778
    PC20 <= 0.8330482
    PC21 > 0.5964558
    ->  class 1\|2  [0.973]

Rule 47/140: (250.8/6.3, lift 15.1)
    PC1 > -0.4303757
    PC2 <= 2.723708
    PC3 > -0.078421
    PC9 > -0.781581
    PC16 > 0.1122229
    PC22 <= 4.657815
    PC25 <= 0.4653457
    PC26 > -0.9040647
    PC39 > -0.4966829
    PC43 > -0.4683815
    PC44 <= 0.6203994
    PC57 > -0.5184033
    PC62 > -0.6467688
    PC90 > -0.7245789
    PC100 > 0.1627408
    ->  class 1\|2  [0.971]

Rule 47/141: (38.3/0.3, lift 15.0)
    PC3 > 0.6922847
    PC12 <= 2.712912
    PC15 > -3.124698
    PC16 > 0.1122229
    PC42 > 1.362701
    ->  class 1\|2  [0.967]

Rule 47/142: (19.9, lift 14.8)
    PC3 > 0.6922847
    PC16 > 0.1122229
    PC70 > 1.200859
    ->  class 1\|2  [0.954]

Rule 47/143: (149/6.5, lift 14.8)
    PC1 > -0.4303757
    PC3 > -0.078421
    PC16 <= 0.1122229
    PC19 <= 2.708552
    PC21 <= -0.8354934
    PC55 <= 1.690251
    ->  class 1\|2  [0.951]

Rule 47/144: (15.8, lift 14.7)
    PC2 <= 2.723708
    PC21 <= 0.5964558
    PC76 <= -1.820736
    PC99 <= 1.505153
    ->  class 1\|2  [0.944]

Rule 47/145: (15.1, lift 14.6)
    PC3 > 1.640775
    PC16 > -0.9381145
    PC16 <= 1.258097
    PC22 <= -2.091307
    ->  class 1\|2  [0.942]

Rule 47/146: (15.1, lift 14.6)
    PC2 > 2.723708
    PC3 > 1.640775
    PC16 > -0.9381145
    PC54 > -0.4501934
    PC65 <= -0.6879153
    ->  class 1\|2  [0.942]

Rule 47/147: (11.7/0.1, lift 14.2)
    PC2 > 2.723708
    PC3 > 1.640775
    PC16 > -0.9381145
    PC16 <= 1.258097
    PC54 <= -0.4501934
    ->  class 1\|2  [0.917]

Rule 47/148: (9.1, lift 14.1)
    PC2 > 2.723708
    PC3 > 1.640775
    PC16 > -0.9381145
    PC16 <= 1.258097
    PC54 > -0.4501934
    PC62 > 0.8388757
    ->  class 1\|2  [0.910]

Rule 47/149: (6.7, lift 13.7)
    PC2 > 2.723708
    PC3 > 1.640775
    PC16 > -0.9381145
    PC16 <= 1.258097
    PC52 <= -0.3801298
    ->  class 1\|2  [0.885]

Rule 47/150: (5.6, lift 13.5)
    PC1 > -0.4303757
    PC16 > 0.1122229
    PC21 <= 0.5964558
    PC52 > 0.907129
    PC62 <= -0.6467688
    ->  class 1\|2  [0.869]

Rule 47/151: (55.7/6.6, lift 13.5)
    PC2 <= 2.723708
    PC12 <= 2.712912
    PC24 > 3.948501
    PC100 <= 0.1627408
    ->  class 1\|2  [0.867]

Rule 47/152: (7.4/0.3, lift 13.3)
    PC1 > -0.4303757
    PC2 <= 2.723708
    PC3 > -0.078421
    PC16 > 0.1122229
    PC55 > -0.1997176
    PC62 <= -0.6467688
    PC100 > 0.1627408
    ->  class 1\|2  [0.857]

Rule 47/153: (25.4/5.8, lift 11.7)
    PC1 > -0.4303757
    PC15 > -3.124698
    PC24 <= 3.948501
    PC54 > 0.9942203
    PC86 <= -1.292934
    PC100 <= 0.1627408
    ->  class 1\|2  [0.753]

Rule 47/154: (32/9.2, lift 10.9)
    PC1 > -0.4303757
    PC7 <= -0.2138148
    PC15 <= -3.124698
    PC30 > 0.0586412
    ->  class 1\|2  [0.700]

Rule 47/155: (45.1/14.9, lift 10.3)
    PC2 > 2.723708
    PC3 > 1.640775
    PC16 > -0.9381145
    PC16 <= 1.258097
    PC83 <= -0.4227733
    ->  class 1\|2  [0.663]

Rule 47/156: (2597.6/1758.1, lift 5.0)
    PC1 > -0.4303757
    PC2 <= 2.723708
    PC15 > -3.124698
    PC21 <= 0.5964558
    ->  class 1\|2  [0.323]

Rule 47/157: (176.1/0.8, lift 13.9)
    PC3 > 1.640775
    PC3 <= 9.854558
    PC16 > 1.258097
    PC51 <= -0.7977742
    PC83 <= -0.05215264
    ->  class 1\|3  [0.990]

Rule 47/158: (384.1/5.7, lift 13.8)
    PC1 > -0.4303757
    PC2 <= 2.723708
    PC3 > 0.6922847
    PC5 <= 2.992542
    PC15 > -3.124698
    PC16 > 0.1122229
    PC24 <= 3.948501
    PC27 > -0.3112248
    PC42 <= 1.362701
    PC54 <= 0.9942203
    PC70 <= 1.200859
    PC100 > -1.181732
    PC100 <= 0.1627408
    ->  class 1\|3  [0.983]

Rule 47/159: (60.3/1.4, lift 13.5)
    PC1 > -0.4303757
    PC2 <= 2.723708
    PC3 > -0.078421
    PC5 <= 2.992542
    PC16 > 0.1122229
    PC21 <= 0.5964558
    PC52 <= 0.907129
    PC55 <= -0.1997176
    PC62 <= -0.6467688
    PC100 > 0.1627408
    ->  class 1\|3  [0.962]

Rule 47/160: (45.1/0.9, lift 13.4)
    PC2 <= 2.723708
    PC3 > 0.6922847
    PC5 <= 2.992542
    PC16 > 0.1122229
    PC24 <= 3.948501
    PC27 > -0.3112248
    PC53 > 0.5974824
    PC86 > -1.292934
    PC100 <= 0.1627408
    ->  class 1\|3  [0.960]

Rule 47/161: (130.2/8.4, lift 13.0)
    PC1 > -0.4303757
    PC2 <= 2.723708
    PC3 > -0.078421
    PC5 <= 2.992542
    PC16 > 0.1122229
    PC22 <= 4.657815
    PC39 > -0.4966829
    PC43 <= -0.4683815
    PC76 > -1.644479
    ->  class 1\|3  [0.929]

Rule 47/162: (9.5, lift 12.8)
    PC1 > -0.4303757
    PC2 <= 2.723708
    PC5 <= 2.992542
    PC25 <= 0.4653457
    PC43 > -0.4683815
    PC57 > -0.5184033
    PC90 <= -0.7245789
    PC100 > 0.1627408
    ->  class 1\|3  [0.913]

Rule 47/163: (6.4, lift 12.3)
    PC1 > -0.4303757
    PC3 > -0.078421
    PC5 <= 2.992542
    PC16 > 0.1122229
    PC39 <= -0.4966829
    PC76 > -1.644479
    PC100 > 0.1627408
    ->  class 1\|3  [0.880]

Rule 47/164: (23.1/2.6, lift 12.0)
    PC1 > -0.4303757
    PC2 <= 2.723708
    PC5 <= 2.992542
    PC22 > 4.657815
    PC25 <= 0.4653457
    ->  class 1\|3  [0.855]

Rule 47/165: (4.6, lift 11.9)
    PC2 > 2.723708
    PC3 > 1.640775
    PC16 > 1.258097
    PC21 > 0.03635013
    PC83 > -0.05215264
    ->  class 1\|3  [0.849]

Rule 47/166: (292.3/46.3, lift 11.8)
    PC2 <= 2.723708
    PC3 > 0.6922847
    PC15 > -3.124698
    PC16 > 0.1122229
    PC21 <= 0.5964558
    PC25 <= -0.03988472
    PC76 > -1.644479
    ->  class 1\|3  [0.839]

Rule 47/167: (17.7/2.4, lift 11.6)
    PC2 > 2.723708
    PC3 > 1.640775
    PC15 <= -1.571989
    PC83 > -0.05215264
    ->  class 1\|3  [0.828]

Rule 47/168: (21/3.1, lift 11.5)
    PC1 > -0.4303757
    PC3 > -0.078421
    PC8 <= -1.793369
    PC11 > 2.038316
    PC15 > -3.124698
    PC16 <= 0.1122229
    PC21 <= 0.5964558
    ->  class 1\|3  [0.823]

Rule 47/169: (23.8/3.7, lift 11.4)
    PC1 > -0.4303757
    PC3 > -0.078421
    PC5 <= 2.992542
    PC16 > 0.1122229
    PC26 <= -0.9040647
    PC100 > 0.1627408
    ->  class 1\|3  [0.817]

Rule 47/170: (60.1/12.7, lift 10.9)
    PC1 > -0.4303757
    PC2 <= 2.723708
    PC3 > -0.078421
    PC9 <= -0.781581
    PC16 > 0.1122229
    PC21 <= 0.5964558
    ->  class 1\|3  [0.780]

Rule 47/171: (87.4/20.4, lift 10.7)
    PC1 > -0.4303757
    PC1 <= 9.434016
    PC2 <= 2.723708
    PC5 > 0.05537757
    PC15 > -3.124698
    PC21 > 0.5964558
    PC58 <= 0.5073202
    ->  class 1\|3  [0.761]

Rule 47/172: (43.5/10.4, lift 10.5)
    PC2 <= 2.723708
    PC3 > 0.6922847
    PC5 <= 2.992542
    PC16 > 0.1122229
    PC25 <= 0.4653457
    PC57 <= -0.5184033
    PC62 > -0.6467688
    ->  class 1\|3  [0.750]

Rule 47/173: (21.9/5.5, lift 10.2)
    PC7 <= -4.497778
    PC20 > 0.8330482
    PC21 > 0.5964558
    ->  class 1\|3  [0.727]

Rule 47/174: (18.2/5.4, lift 9.6)
    PC1 > -0.4303757
    PC15 <= -3.124698
    PC17 > 2.105873
    ->  class 1\|3  [0.683]

Rule 47/175: (45.6/16.6, lift 8.8)
    PC1 > -0.4303757
    PC2 <= 2.723708
    PC11 <= 2.038316
    PC16 <= 0.1122229
    PC46 > -3.741464
    PC68 <= -2.002274
    ->  class 1\|3  [0.630]

Rule 47/176: (1600.8/986.9, lift 5.4)
    PC1 > -0.4303757
    PC1 <= 9.434016
    PC2 <= 2.723708
    PC15 > -3.124698
    PC21 > 0.5964558
    PC40 > -0.01233292
    PC90 <= 0.3660457
    ->  class 1\|3  [0.384]

Rule 47/177: (82.9, lift 13.5)
    PC1 > -0.4303757
    PC14 <= -0.272082
    PC21 > 0.5964558
    PC90 > 0.3660457
    ->  class 2\|0  [0.988]

Rule 47/178: (49.8, lift 13.4)
    PC1 > -0.4303757
    PC2 > -2.926237
    PC2 <= 2.723708
    PC14 <= -0.01266046
    PC15 > -3.124698
    PC21 > 0.5964558
    PC40 > -0.01233292
    ->  class 2\|0  [0.980]

Rule 47/179: (63.1/0.4, lift 13.3)
    PC1 <= -0.4303757
    PC8 > 1.067046
    PC8 <= 2.293971
    PC10 <= -0.173114
    PC32 > 1.05426
    PC36 > 0.09076007
    PC36 <= 0.3500793
    PC67 > -0.539088
    ->  class 2\|0  [0.979]

Rule 47/180: (37.5, lift 13.3)
    PC1 > -0.4303757
    PC1 <= 9.434016
    PC18 > 0.1944695
    PC21 > 0.5964558
    PC63 <= 0.0337215
    PC77 > 0.0794874
    PC90 <= 0.3660457
    ->  class 2\|0  [0.975]

Rule 47/181: (70.9/1.7, lift 13.1)
    PC1 <= -0.4303757
    PC8 > -0.2273773
    PC8 <= 2.293971
    PC10 <= 0.1524317
    PC19 <= -0.4432499
    PC32 <= 1.05426
    PC37 > -0.4743057
    PC42 <= 0.2001903
    PC57 > 0.01772677
    PC63 <= -0.01013241
    PC74 > -0.5368775
    ->  class 2\|0  [0.963]

Rule 47/182: (242.1/11.2, lift 12.9)
    PC1 <= -0.4303757
    PC8 > 3.680524
    PC21 > -0.248798
    PC31 > -0.2209754
    PC99 <= 0.2544636
    ->  class 2\|0  [0.950]

Rule 47/183: (1370.4/570.9, lift 7.9)
    PC1 <= -0.4303757
    PC8 > 2.293971
    ->  class 2\|0  [0.583]

Rule 47/184: (107.2/0.1, lift 10.5)
    PC1 <= -0.4303757
    PC2 <= 2.723708
    PC8 > -0.2273773
    PC8 <= 2.293971
    PC10 > -0.173114
    PC32 > 1.05426
    PC75 <= 1.484592
    ->  class 2\|1  [0.990]

Rule 47/185: (102.3, lift 10.5)
    PC1 <= -0.4303757
    PC8 > 0.6891894
    PC8 <= 2.293971
    PC20 <= 0.02124968
    PC24 <= 0.3841126
    PC32 <= 1.05426
    PC51 <= 0.5550532
    PC57 <= 0.01772677
    ->  class 2\|1  [0.990]

Rule 47/186: (161/0.8, lift 10.5)
    PC1 <= -0.4303757
    PC8 > 2.293971
    PC16 > -0.5069452
    PC32 <= 1.507496
    PC42 <= -0.07449649
    PC84 <= -0.1604905
    ->  class 2\|1  [0.989]

Rule 47/187: (73.2, lift 10.5)
    PC1 <= -0.4303757
    PC2 <= 2.723708
    PC8 > -0.2273773
    PC19 > -0.4432499
    PC23 <= -1.127308
    PC57 > 0.01772677
    ->  class 2\|1  [0.987]

Rule 47/188: (77.3, lift 10.5)
    PC1 <= -0.4303757
    PC8 > 2.293971
    PC21 <= -0.248798
    PC24 <= 0.5782537
    ->  class 2\|1  [0.987]

Rule 47/189: (70.3, lift 10.5)
    PC1 <= -0.4303757
    PC2 <= 2.723708
    PC8 > -0.2273773
    PC20 > 0.02124968
    PC48 > -0.2207335
    PC57 <= 0.01772677
    PC71 <= 0.4689285
    PC72 > -0.5002347
    PC84 > 0.2127012
    ->  class 2\|1  [0.986]

Rule 47/190: (57.3, lift 10.4)
    PC1 <= -0.4303757
    PC2 <= 2.723708
    PC8 > -0.2273773
    PC8 <= 2.293971
    PC9 > -3.5521
    PC9 <= 2.762732
    PC10 > 0.1524317
    PC19 <= -0.4432499
    PC31 <= 1.307769
    PC39 > -0.4145089
    PC57 > 0.01772677
    ->  class 2\|1  [0.983]

Rule 47/191: (134.3/1.4, lift 10.4)
    PC1 <= -0.4303757
    PC2 <= 2.723708
    PC8 > -0.2273773
    PC8 <= 2.293971
    PC42 > -0.3840451
    PC57 <= 0.01772677
    PC71 > 0.4689285
    PC72 > -0.5002347
    ->  class 2\|1  [0.982]

Rule 47/192: (57.3/0.1, lift 10.4)
    PC1 <= -0.4303757
    PC2 <= 2.723708
    PC8 > -0.2273773
    PC8 <= 1.067046
    PC32 > 1.05426
    PC75 <= 1.484592
    ->  class 2\|1  [0.981]

Rule 47/193: (69.7/0.4, lift 10.4)
    PC1 <= -0.4303757
    PC8 > 2.293971
    PC56 > 0.2420707
    PC99 > 0.2544636
    ->  class 2\|1  [0.981]

Rule 47/194: (49, lift 10.4)
    PC1 <= -0.4303757
    PC2 <= 2.723708
    PC4 <= -0.4762218
    PC8 > -0.2273773
    PC8 <= 2.293971
    ->  class 2\|1  [0.980]

Rule 47/195: (50.7/0.1, lift 10.4)
    PC1 <= -0.4303757
    PC2 <= 2.723708
    PC8 > -0.2273773
    PC8 <= 2.293971
    PC32 > 1.05426
    PC36 > 0.3500793
    PC75 <= 1.484592
    ->  class 2\|1  [0.979]

Rule 47/196: (40.4, lift 10.4)
    PC1 <= -0.4303757
    PC2 <= 2.723708
    PC8 > -0.2273773
    PC32 <= 1.05426
    PC35 > -0.4735363
    PC57 <= 0.01772677
    PC59 > 0.6738303
    PC84 <= 0.2127012
    ->  class 2\|1  [0.976]

Rule 47/197: (134.1/2.8, lift 10.3)
    PC1 <= -0.4303757
    PC2 <= -0.6092851
    PC8 > 2.293971
    PC8 <= 3.680524
    PC21 > -0.248798
    PC56 > 0.2420707
    ->  class 2\|1  [0.972]

Rule 47/198: (28.1, lift 10.3)
    PC1 <= -0.4303757
    PC2 <= 2.723708
    PC8 > -0.2273773
    PC8 <= 2.293971
    PC32 > 1.05426
    PC36 <= 0.09076007
    ->  class 2\|1  [0.967]

Rule 47/199: (27.6, lift 10.3)
    PC1 <= -0.4303757
    PC8 > 2.293971
    PC24 <= -0.02853877
    PC40 <= -0.6227571
    PC75 <= 0.2880022
    ->  class 2\|1  [0.966]

Rule 47/200: (137/3.9, lift 10.2)
    PC1 <= -0.4303757
    PC8 > 2.293971
    PC8 <= 5.900245
    PC16 > -0.5069452
    PC32 <= 1.507496
    PC62 > 0.2066349
    PC69 <= 0.344935
    PC84 <= -0.1604905
    ->  class 2\|1  [0.965]

Rule 47/201: (23.8, lift 10.2)
    PC1 > 9.434016
    PC15 > -3.124698
    PC21 > 0.5964558
    PC22 > 2.281079
    ->  class 2\|1  [0.961]

Rule 47/202: (75.4/2.1, lift 10.2)
    PC1 <= -0.4303757
    PC8 > -0.2273773
    PC21 > -0.248798
    PC32 <= -1.640972
    PC56 <= 0.2420707
    PC68 <= -1.219803
    ->  class 2\|1  [0.960]

Rule 47/203: (21.7, lift 10.2)
    PC1 <= -0.4303757
    PC2 <= 2.723708
    PC8 > -0.2273773
    PC57 <= 0.01772677
    PC70 <= -0.8875067
    ->  class 2\|1  [0.958]

Rule 47/204: (21.4, lift 10.2)
    PC1 <= -0.4303757
    PC2 <= 2.723708
    PC8 > -0.2273773
    PC59 > -0.3408477
    PC71 <= 0.4689285
    PC95 > -0.5655584
    PC100 <= -1.093934
    ->  class 2\|1  [0.957]

Rule 47/205: (25.4/0.2, lift 10.1)
    PC1 <= -0.4303757
    PC2 <= 2.723708
    PC8 > -0.2273773
    PC15 > 2.130596
    PC72 > -0.5002347
    PC84 <= 0.2127012
    PC98 > 0.03874488
    ->  class 2\|1  [0.956]

Rule 47/206: (19.9, lift 10.1)
    PC1 > -0.4303757
    PC3 <= -0.078421
    PC21 <= 0.5964558
    PC28 > 0.2428869
    PC41 > 0.7693486
    ->  class 2\|1  [0.954]

Rule 47/207: (58.6/1.9, lift 10.1)
    PC2 <= 2.723708
    PC8 > -0.2273773
    PC8 <= 2.293971
    PC12 > -1.739409
    PC24 <= 1.571487
    PC36 <= 0.2000397
    PC48 <= -0.2207335
    PC57 <= 0.01772677
    PC84 > 0.2127012
    ->  class 2\|1  [0.953]

Rule 47/208: (23.8/0.2, lift 10.1)
    PC1 <= -0.4303757
    PC2 <= 2.723708
    PC8 > -0.2273773
    PC20 > 0.02124968
    PC72 > -0.5002347
    PC95 <= -0.5655584
    ->  class 2\|1  [0.952]

Rule 47/209: (18.8, lift 10.1)
    PC1 <= -0.4303757
    PC8 > 2.293971
    PC22 <= -0.7624658
    PC24 <= 0.5782537
    PC43 <= 0.4944947
    PC56 <= 0.2420707
    ->  class 2\|1  [0.952]

Rule 47/210: (18.5, lift 10.1)
    PC1 <= -0.4303757
    PC2 <= 2.723708
    PC8 > -0.2273773
    PC8 <= 2.293971
    PC18 <= -0.4901999
    PC20 > 0.02124968
    PC72 > -0.5002347
    PC95 > -0.5655584
    ->  class 2\|1  [0.951]

Rule 47/211: (23.5/0.3, lift 10.1)
    PC1 > -0.4303757
    PC1 <= 9.434016
    PC2 <= -2.926237
    PC15 > -3.124698
    PC21 > 0.5964558
    PC40 > -0.01233292
    PC90 <= 0.3660457
    ->  class 2\|1  [0.949]

Rule 47/212: (15.8, lift 10.0)
    PC1 <= -0.4303757
    PC2 <= 2.723708
    PC33 <= -0.481495
    PC34 > 0.7273669
    PC60 > 0.3272899
    ->  class 2\|1  [0.944]

Rule 47/213: (117.7/6.1, lift 10.0)
    PC1 <= -0.4303757
    PC2 <= 2.723708
    PC8 > -0.2273773
    PC8 <= 2.293971
    PC20 <= 0.02124968
    PC24 <= 0.3841126
    PC29 <= 0.1940798
    PC32 <= 1.05426
    PC51 <= 0.5550532
    PC57 <= 0.01772677
    PC72 > -0.5002347
    PC92 > -0.06184028
    ->  class 2\|1  [0.941]

Rule 47/214: (15.2/0.2, lift 9.9)
    PC1 <= -0.4303757
    PC2 <= 2.723708
    PC8 > -0.2273773
    PC17 <= -0.7654796
    PC57 <= 0.01772677
    PC72 > -0.5002347
    PC84 <= 0.2127012
    PC98 > 0.03874488
    ->  class 2\|1  [0.930]

Rule 47/215: (12, lift 9.9)
    PC1 <= -0.4303757
    PC2 <= 2.723708
    PC8 > -0.2273773
    PC57 <= 0.01772677
    PC59 <= -0.3408477
    PC72 > -0.5002347
    ->  class 2\|1  [0.928]

Rule 47/216: (21.1/0.7, lift 9.8)
    PC1 <= -0.4303757
    PC8 > -3.4806
    PC12 > 5.334802
    PC60 > 0.3272899
    ->  class 2\|1  [0.926]

Rule 47/217: (11.4, lift 9.8)
    PC1 <= -0.4303757
    PC8 > -0.2273773
    PC8 <= 2.293971
    PC9 <= 2.762732
    PC19 <= -0.4432499
    PC39 > -0.4145089
    PC57 > 0.01772677
    PC74 <= -0.5368775
    ->  class 2\|1  [0.925]

Rule 47/218: (14/0.2, lift 9.8)
    PC1 <= -0.4303757
    PC2 <= 2.723708
    PC8 > -0.2273773
    PC20 > 0.02124968
    PC32 <= 1.05426
    PC36 <= 0.2000397
    PC37 > 0.3485287
    PC84 <= 0.2127012
    ->  class 2\|1  [0.925]

Rule 47/219: (49.1/3.6, lift 9.7)
    PC1 <= -0.4303757
    PC8 > -0.2273773
    PC8 <= 2.293971
    PC19 <= -0.4432499
    PC31 <= 1.307769
    PC32 <= 1.05426
    PC57 > 0.01772677
    PC63 > -0.01013241
    ->  class 2\|1  [0.910]

Rule 47/220: (44.2/3.2, lift 9.7)
    PC1 <= -0.4303757
    PC2 <= 2.723708
    PC8 > -0.2273773
    PC37 <= 0.3485287
    PC47 <= -0.3240894
    PC57 <= 0.01772677
    PC84 <= 0.2127012
    PC91 > -0.1589403
    ->  class 2\|1  [0.910]

Rule 47/221: (93/7.9, lift 9.6)
    PC1 <= -0.4303757
    PC2 <= 2.723708
    PC8 > -0.2273773
    PC19 > -0.4432499
    PC39 > -0.4145089
    PC42 > -1.113485
    PC71 > -0.0463507
    PC80 > -0.5998511
    PC98 <= -0.2327365
    ->  class 2\|1  [0.906]

Rule 47/222: (8.6, lift 9.6)
    PC1 <= -0.4303757
    PC8 > 1.067046
    PC8 <= 2.293971
    PC36 > 0.09076007
    PC67 <= -0.539088
    ->  class 2\|1  [0.906]

Rule 47/223: (94.9/9.9, lift 9.4)
    PC1 <= -0.4303757
    PC2 <= 2.723708
    PC8 > -0.2273773
    PC20 > 0.02124968
    PC35 <= -0.4735363
    PC59 > -0.3408477
    PC71 <= 0.4689285
    ->  class 2\|1  [0.887]

Rule 47/224: (39.2/3.7, lift 9.4)
    PC1 <= -0.4303757
    PC8 > 2.293971
    PC43 <= 0.4944947
    PC66 <= -0.5088865
    ->  class 2\|1  [0.887]

Rule 47/225: (94.4/10.7, lift 9.3)
    PC1 <= -0.4303757
    PC2 <= 2.723708
    PC8 > -0.2273773
    PC8 <= 2.293971
    PC36 <= 0.2000397
    PC57 <= 0.01772677
    PC72 > -0.5002347
    PC84 <= 0.2127012
    PC91 <= -0.1589403
    ->  class 2\|1  [0.879]

Rule 47/226: (118.2/18.4, lift 8.9)
    PC1 <= -0.4303757
    PC8 > 2.293971
    PC24 <= -0.02853877
    PC43 <= 0.4944947
    PC75 > 0.2880022
    ->  class 2\|1  [0.839]

Rule 47/227: (40.1/5.8, lift 8.9)
    PC1 <= -0.4303757
    PC2 <= 2.723708
    PC4 <= -0.3772568
    PC8 > -3.4806
    PC8 <= -0.2273773
    PC60 <= 0.3272899
    PC90 > -0.1233674
    ->  class 2\|1  [0.838]

Rule 47/228: (165.4/28.7, lift 8.7)
    PC1 <= -0.4303757
    PC2 <= 2.723708
    PC8 > -0.2273773
    PC8 <= 2.293971
    PC17 <= 0.399528
    PC19 > -0.4432499
    PC22 > -1.271484
    PC32 <= 1.05426
    PC39 > -0.4145089
    PC46 > -0.6446754
    PC57 > 0.01772677
    PC61 <= 1.795327
    PC80 > -0.5998511
    PC98 > -0.2327365
    ->  class 2\|1  [0.822]

Rule 47/229: (61.6/10.9, lift 8.6)
    PC1 <= -0.4303757
    PC2 <= 2.723708
    PC8 > -0.2273773
    PC20 > 0.02124968
    PC32 <= 1.05426
    PC36 > 0.2000397
    PC42 > -1.113485
    PC71 <= 0.4689285
    ->  class 2\|1  [0.813]

Rule 47/230: (23.6/3.9, lift 8.6)
    PC1 > -0.4303757
    PC2 <= 2.723708
    PC14 > -0.01266046
    PC15 > -3.124698
    PC18 > 0.1944695
    PC21 > 0.5964558
    PC63 > 0.0337215
    ->  class 2\|1  [0.809]

Rule 47/231: (22.2/5, lift 8.0)
    PC1 > -0.4303757
    PC1 <= 9.434016
    PC2 <= 2.723708
    PC15 > -3.124698
    PC21 > 0.5964558
    PC40 <= -0.01233292
    PC58 > 0.5073202
    ->  class 2\|1  [0.752]

Rule 47/232: (49.6/14.1, lift 7.5)
    PC1 <= -0.4303757
    PC8 > 2.293971
    PC16 <= 0.3230948
    PC24 > 0.5782537
    ->  class 2\|1  [0.707]

Rule 47/233: (45/13, lift 7.5)
    PC1 <= -0.4303757
    PC2 <= 2.723708
    PC8 > -3.4806
    PC33 <= -0.481495
    PC60 > 0.3272899
    PC98 <= -0.7850819
    ->  class 2\|1  [0.703]

Rule 47/234: (53.3/22.2, lift 6.2)
    PC1 <= -0.4303757
    PC2 <= 2.723708
    PC4 > -0.3772568
    PC8 > -3.4806
    PC60 <= 0.3272899
    PC80 > 2.090004
    ->  class 2\|1  [0.580]

Rule 47/235: (47.7/22.2, lift 5.7)
    PC1 > -0.4303757
    PC1 <= 5.037923
    PC2 <= 0.7056494
    PC3 <= -0.078421
    PC5 > -4.574959
    PC8 > -0.3682183
    PC15 > -3.124698
    PC21 <= 0.5964558
    ->  class 2\|1  [0.533]

Rule 47/236: (222.9/0.4, lift 9.9)
    PC1 <= -1.024751
    PC4 > -0.3772568
    PC8 > -3.4806
    PC8 <= -0.2273773
    PC15 > -2.639711
    PC36 <= 0.6711292
    PC39 > -3.09902
    PC43 > -3.630194
    PC43 <= -1.246394
    PC60 <= 0.3272899
    ->  class 2\|2  [0.994]

Rule 47/237: (238.5/1.1, lift 9.8)
    PC1 <= -0.4303757
    PC2 <= 2.723708
    PC4 > -0.4762218
    PC8 > -0.2273773
    PC8 <= 2.293971
    PC18 > -0.4901999
    PC20 > 0.02124968
    PC35 > -0.4735363
    PC47 > -0.3240894
    PC48 <= 0.3934304
    PC57 <= 0.01772677
    PC59 > -0.3408477
    PC71 <= 0.4689285
    PC72 > -0.5002347
    PC84 <= 0.2127012
    PC91 > -0.1589403
    PC98 <= 0.03874488
    PC100 > -1.093934
    ->  class 2\|2  [0.991]

Rule 47/238: (69.3, lift 9.8)
    PC1 <= -0.4303757
    PC2 <= 2.723708
    PC8 > -0.2273773
    PC8 <= 0.6891894
    PC24 <= 0.3841126
    PC57 <= 0.01772677
    PC71 <= 0.4689285
    PC92 <= -0.06184028
    ->  class 2\|2  [0.986]

Rule 47/239: (45.5, lift 9.7)
    PC1 <= -0.4303757
    PC2 <= 2.723708
    PC4 > -0.3772568
    PC8 > -3.4806
    PC8 <= -0.2273773
    PC36 <= 0.6711292
    PC57 <= -0.5892602
    PC60 <= 0.3272899
    PC87 > 0.1070572
    ->  class 2\|2  [0.979]

Rule 47/240: (54.7/0.5, lift 9.7)
    PC1 <= -0.4303757
    PC2 <= 2.723708
    PC8 > -3.4806
    PC8 <= -1.384191
    PC15 > -2.639711
    PC40 <= -0.1209662
    PC45 > 0.06713483
    PC59 > 0.129146
    PC60 <= 0.3272899
    ->  class 2\|2  [0.974]

Rule 47/241: (94.5/3, lift 9.5)
    PC1 <= -0.4303757
    PC2 <= 2.723708
    PC4 > -0.3772568
    PC8 > -1.384191
    PC8 <= -0.2273773
    PC11 <= 1.311818
    PC15 > -2.639711
    PC60 <= 0.3272899
    PC87 > 0.1070572
    PC91 > -0.06437419
    PC91 <= 0.3149089
    ->  class 2\|2  [0.959]

Rule 47/242: (68.6/2.4, lift 9.5)
    PC1 <= -0.4303757
    PC2 <= 2.723708
    PC8 > -0.2273773
    PC8 <= 2.293971
    PC32 <= 1.05426
    PC43 <= 1.510245
    PC57 <= 0.01772677
    PC70 > -0.8875067
    PC72 <= -0.5002347
    ->  class 2\|2  [0.952]

Rule 47/243: (106.2/5, lift 9.4)
    PC1 <= -0.4303757
    PC8 > -0.2273773
    PC8 <= 2.293971
    PC12 <= -1.739409
    PC20 > 0.02124968
    PC32 <= 1.05426
    PC43 <= 1.510245
    PC48 <= -0.2207335
    ->  class 2\|2  [0.944]

Rule 47/244: (14.2, lift 9.3)
    PC1 > -0.4303757
    PC1 <= 9.434016
    PC21 > 0.5964558
    PC40 > -0.01233292
    PC75 > 1.323604
    PC90 <= 0.3660457
    ->  class 2\|2  [0.938]

Rule 47/245: (41.8/1.8, lift 9.3)
    PC1 <= -0.4303757
    PC2 <= 2.723708
    PC8 > -0.2273773
    PC8 <= 2.293971
    PC19 > -0.4432499
    PC23 > -1.127308
    PC57 > 0.01772677
    PC71 <= -0.0463507
    PC80 > -0.5998511
    PC98 <= -0.2327365
    ->  class 2\|2  [0.937]

Rule 47/246: (16.1/0.1, lift 9.3)
    PC1 <= -0.4303757
    PC2 <= 2.723708
    PC20 <= 0.02124968
    PC32 <= 1.05426
    PC51 > 0.5550532
    PC57 <= 0.01772677
    PC71 <= 0.4689285
    PC72 > -0.5002347
    ->  class 2\|2  [0.937]

Rule 47/247: (11.8, lift 9.2)
    PC1 <= -0.4303757
    PC2 <= 2.723708
    PC8 > -0.2273773
    PC19 > -0.4432499
    PC23 > -1.127308
    PC39 > -0.4145089
    PC61 > 1.795327
    PC98 > -0.2327365
    ->  class 2\|2  [0.927]

Rule 47/248: (12, lift 9.2)
    PC1 <= -0.4303757
    PC2 <= 2.723708
    PC8 > -0.9116667
    PC8 <= -0.2273773
    PC12 <= 5.334802
    PC30 <= 0.1369185
    PC33 > -0.481495
    PC36 > 0.07506683
    PC43 <= -0.2128752
    PC60 > 0.3272899
    ->  class 2\|2  [0.923]

Rule 47/249: (372/31.7, lift 9.1)
    PC1 <= -0.4303757
    PC4 > -0.4762218
    PC8 > -0.2273773
    PC8 <= 2.293971
    PC15 <= 2.130596
    PC17 > -0.7654796
    PC18 > -0.4901999
    PC20 > 0.02124968
    PC32 <= 1.05426
    PC35 > -0.4735363
    PC36 <= 0.2000397
    PC37 <= 0.3485287
    PC47 > -0.3240894
    PC57 <= 0.01772677
    PC59 > -0.3408477
    PC59 <= 0.6738303
    PC71 <= 0.4689285
    PC84 <= 0.2127012
    PC91 > -0.1589403
    PC95 > -0.5655584
    PC100 > -1.093934
    ->  class 2\|2  [0.913]

Rule 47/250: (11.7/0.2, lift 9.0)
    PC1 <= -0.4303757
    PC2 <= 2.723708
    PC8 > -3.4806
    PC8 <= -0.2273773
    PC40 > -0.127298
    PC40 <= -0.1209662
    PC60 <= 0.3272899
    ->  class 2\|2  [0.910]

Rule 47/251: (10.9/0.2, lift 9.0)
    PC1 <= -0.4303757
    PC2 <= 2.723708
    PC8 > -0.2273773
    PC22 <= -1.271484
    PC57 > 0.01772677
    PC98 > -0.2327365
    ->  class 2\|2  [0.908]

Rule 47/252: (184.7/17.6, lift 8.9)
    PC1 <= -0.4303757
    PC2 <= 2.723708
    PC8 > -3.4806
    PC8 <= -0.2273773
    PC12 <= 5.334802
    PC30 > 0.1369185
    PC33 > -0.481495
    PC36 > 0.07506683
    PC43 <= -0.2128752
    ->  class 2\|2  [0.901]

Rule 47/253: (68.4/6, lift 8.9)
    PC1 <= -0.4303757
    PC2 <= 2.723708
    PC4 > -0.4762218
    PC8 > -0.2273773
    PC8 <= 2.293971
    PC24 <= 0.3841126
    PC29 > 0.1940798
    PC43 <= 1.510245
    PC57 <= 0.01772677
    ->  class 2\|2  [0.901]

Rule 47/254: (538.8/55.9, lift 8.9)
    PC1 <= -0.6001226
    PC2 <= 2.723708
    PC4 > -0.3772568
    PC8 > -3.4806
    PC8 <= -0.2273773
    PC15 > -2.639711
    PC19 > -2.444572
    PC36 <= 0.6711292
    PC53 > -0.8359207
    PC57 <= 0.2556582
    PC60 <= 0.3272899
    PC87 <= 0.1070572
    ->  class 2\|2  [0.895]

Rule 47/255: (7.1, lift 8.8)
    PC8 > -0.2273773
    PC8 <= 2.293971
    PC9 > 2.762732
    PC19 <= -0.4432499
    PC32 <= 1.05426
    PC57 > 0.01772677
    ->  class 2\|2  [0.890]

Rule 47/256: (11.2/0.5, lift 8.8)
    PC1 <= -0.4303757
    PC8 > -0.2273773
    PC8 <= 2.293971
    PC19 <= -0.4432499
    PC31 > 1.307769
    PC39 > -0.4145089
    PC57 > 0.01772677
    ->  class 2\|2  [0.889]

Rule 47/257: (6.9, lift 8.8)
    PC2 <= 2.723708
    PC8 > -3.4806
    PC8 <= -0.2273773
    PC10 > -0.5814319
    PC36 > 0.07506683
    PC60 > 0.3272899
    PC60 <= 0.3420375
    ->  class 2\|2  [0.888]

Rule 47/258: (58.1/6.1, lift 8.8)
    PC1 <= -0.4303757
    PC2 <= 2.723708
    PC8 > -3.4806
    PC8 <= -0.2273773
    PC33 <= -0.481495
    PC34 <= 0.7273669
    PC60 > 0.3272899
    PC95 > -0.8506507
    PC98 > -0.7850819
    ->  class 2\|2  [0.882]

Rule 47/259: (15/1.4, lift 8.5)
    PC1 <= -0.4303757
    PC2 <= 2.723708
    PC8 > -3.4806
    PC8 <= -0.2273773
    PC10 > -0.5814319
    PC24 > -0.4574388
    PC32 > 1.359294
    PC33 > -0.481495
    PC36 > 0.07506683
    PC43 <= -0.2128752
    PC92 > -0.9525924
    ->  class 2\|2  [0.858]

Rule 47/260: (13.5/1.2, lift 8.5)
    PC1 <= -0.4303757
    PC2 <= 2.723708
    PC8 > -0.2273773
    PC8 <= 2.293971
    PC20 <= 0.02124968
    PC24 > 0.3841126
    PC24 <= 1.571487
    PC32 <= 1.05426
    PC43 <= 1.510245
    PC57 <= 0.01772677
    ->  class 2\|2  [0.858]

Rule 47/261: (72.3/10.9, lift 8.3)
    PC1 <= -0.4303757
    PC2 <= 2.723708
    PC8 > -3.4806
    PC8 <= -0.2273773
    PC12 <= 5.334802
    PC33 > -0.481495
    PC97 <= -0.7215357
    ->  class 2\|2  [0.840]

Rule 47/262: (38/5.5, lift 8.3)
    PC1 <= -0.4303757
    PC2 <= 2.723708
    PC8 > -0.2273773
    PC8 <= 2.293971
    PC19 > -0.4432499
    PC23 > -1.127308
    PC24 <= 1.571487
    PC39 > -0.4145089
    PC42 > -1.113485
    PC57 > 0.01772677
    PC80 <= -0.5998511
    ->  class 2\|2  [0.837]

Rule 47/263: (39.2/7.1, lift 8.0)
    PC1 > -0.4303757
    PC1 <= 5.037923
    PC2 <= 2.723708
    PC3 <= -0.078421
    PC8 <= -0.3682183
    PC15 > -3.124698
    PC70 > 0.1453745
    ->  class 2\|2  [0.803]

Rule 47/264: (226.6/55.2, lift 7.5)
    PC1 <= -0.4303757
    PC2 <= 2.723708
    PC8 > -3.4806
    PC8 <= -0.2273773
    PC9 > -4.300422
    PC11 > 0.3502534
    PC12 <= 5.334802
    PC36 <= 0.07506683
    ->  class 2\|2  [0.754]

Rule 47/265: (53.4/15.1, lift 7.0)
    PC1 <= -0.4303757
    PC2 <= 2.723708
    PC8 > -3.4806
    PC8 <= -0.2273773
    PC15 > -2.639711
    PC36 > 0.6711292
    PC60 <= 0.3272899
    ->  class 2\|2  [0.709]

Rule 47/266: (12.1/3.8, lift 6.6)
    PC1 <= -0.4303757
    PC8 <= -3.4806
    PC46 > 0.413817
    PC88 > 0.3251038
    ->  class 2\|2  [0.662]

Rule 47/267: (41.2/14.4, lift 6.4)
    PC1 <= -0.4303757
    PC2 <= 2.723708
    PC8 > -0.2273773
    PC8 <= 2.293971
    PC75 > 1.484592
    ->  class 2\|2  [0.644]

Rule 47/268: (167.7, lift 8.4)
    PC2 <= 2.723708
    PC8 <= -3.4806
    PC15 > -0.1916555
    PC27 <= 0.7350691
    PC28 <= 0.05048775
    PC44 <= 0.8358026
    PC85 <= 0.659854
    PC97 <= 1.583909
    ->  class 2\|3  [0.994]

Rule 47/269: (52.8, lift 8.3)
    PC1 <= -0.4303757
    PC8 <= -3.4806
    PC86 <= -0.6613067
    ->  class 2\|3  [0.982]

Rule 47/270: (45.1, lift 8.3)
    PC1 <= -0.4303757
    PC8 <= -3.4806
    PC79 > 0.3198665
    ->  class 2\|3  [0.979]

Rule 47/271: (66.3/1.3, lift 8.2)
    PC1 > -0.4303757
    PC1 <= 5.037923
    PC2 <= 2.723708
    PC3 <= -0.078421
    PC5 > -4.574959
    PC8 <= -0.3682183
    PC15 > -3.124698
    PC21 <= 0.5964558
    PC70 <= 0.1453745
    PC89 > -0.5684595
    ->  class 2\|3  [0.966]

Rule 47/272: (20.8, lift 8.1)
    PC1 <= -0.4303757
    PC2 <= 2.723708
    PC24 > 1.571487
    ->  class 2\|3  [0.956]

Rule 47/273: (19.2, lift 8.1)
    PC1 <= -0.4303757
    PC2 <= 2.723708
    PC36 <= 0.6711292
    PC39 > -3.09902
    PC43 <= -3.630194
    PC60 <= 0.3272899
    PC80 <= 2.090004
    ->  class 2\|3  [0.953]

Rule 47/274: (15.8, lift 8.0)
    PC1 <= -0.4303757
    PC2 <= 2.723708
    PC8 > -3.4806
    PC8 <= -0.2273773
    PC36 > 0.6711292
    PC65 <= -0.3071449
    PC80 <= 2.090004
    ->  class 2\|3  [0.944]

Rule 47/275: (16, lift 8.0)
    PC1 <= -0.4303757
    PC2 <= 2.723708
    PC8 <= -0.2273773
    PC24 > -0.4574388
    PC30 > 0.1369185
    PC36 > 0.07506683
    PC50 <= -0.6740814
    PC60 > 0.3272899
    ->  class 2\|3  [0.944]

Rule 47/276: (13.7, lift 7.9)
    PC1 <= -0.4303757
    PC2 <= 2.723708
    PC8 > -3.4806
    PC8 <= -0.2273773
    PC12 <= 5.334802
    PC33 <= -0.481495
    PC60 > 0.3272899
    PC95 <= -0.8506507
    ->  class 2\|3  [0.936]

Rule 47/277: (30.5/1.4, lift 7.8)
    PC7 <= -0.2138148
    PC14 > 1.479784
    PC15 <= -3.124698
    PC30 <= 0.0586412
    ->  class 2\|3  [0.927]

Rule 47/278: (10.4, lift 7.8)
    PC1 <= -0.4303757
    PC2 <= 2.723708
    PC8 <= -0.2273773
    PC19 > -4.014434
    PC44 > 0.8358026
    PC59 > 0.5439333
    PC85 <= 0.659854
    ->  class 2\|3  [0.919]

Rule 47/279: (4.4, lift 7.1)
    PC8 > -3.4806
    PC36 <= 0.6711292
    PC39 <= -3.09902
    PC43 <= -1.246394
    ->  class 2\|3  [0.845]

Rule 47/280: (23/2.9, lift 7.1)
    PC1 <= -0.4303757
    PC2 <= 2.723708
    PC4 > -0.3772568
    PC8 <= -0.2273773
    PC43 > -1.246394
    PC53 <= -0.8359207
    PC60 <= 0.3272899
    PC80 <= 2.090004
    ->  class 2\|3  [0.845]

Rule 47/281: (396.7/159.6, lift 5.0)
    PC1 <= -0.4303757
    PC2 <= 2.723708
    PC8 <= 2.293971
    PC32 <= 1.05426
    PC39 <= -0.4145089
    PC57 > 0.01772677
    ->  class 2\|3  [0.597]

Rule 47/282: (12735/10376.5, lift 1.6)
    PC2 <= 2.723708
    ->  class 2\|3  [0.185]

Rule 47/283: (306.9/0.3, lift 16.9)
    PC1 <= -0.4303757
    PC8 <= -3.4806
    PC19 <= -4.014434
    ->  class 2\|4  [0.996]

Rule 47/284: (123.5/0.4, lift 16.7)
    PC7 <= -0.2138148
    PC14 <= 1.479784
    PC15 <= -3.124698
    PC17 <= 2.105873
    PC30 <= 0.0586412
    PC31 > -0.1231729
    PC43 > -0.1397224
    ->  class 2\|4  [0.989]

Rule 47/285: (154.1/1.5, lift 16.7)
    PC1 <= -0.4303757
    PC8 <= -3.4806
    PC15 <= -0.1916555
    PC24 <= -0.139737
    PC46 <= 0.413817
    ->  class 2\|4  [0.984]

Rule 47/286: (51.4, lift 16.6)
    PC1 <= -0.4303757
    PC2 <= 2.723708
    PC8 <= -0.2273773
    PC11 <= 0.3502534
    PC22 > 1.28584
    PC36 <= 0.07506683
    PC60 > 0.3272899
    ->  class 2\|4  [0.981]

Rule 47/287: (155.7/2.2, lift 16.6)
    PC2 <= 2.723708
    PC8 <= -3.4806
    PC9 <= 10.24004
    PC16 > -1.034545
    PC25 <= 0.3230813
    PC46 <= 0.413817
    PC79 <= 0.3198665
    PC85 > 0.659854
    ->  class 2\|4  [0.980]

Rule 47/288: (41.4, lift 16.5)
    PC1 <= -0.4303757
    PC5 <= -0.6736053
    PC8 <= -0.2273773
    PC17 > -0.3553776
    ->  class 2\|4  [0.977]

Rule 47/289: (75.5/0.8, lift 16.5)
    PC2 <= 2.723708
    PC8 > -3.4806
    PC8 <= -0.2273773
    PC17 > -0.3553776
    PC33 > -0.481495
    PC36 <= -0.2595286
    PC60 > 0.3272899
    PC63 <= -0.2947426
    PC95 > 0.02716198
    ->  class 2\|4  [0.976]

Rule 47/290: (444/11.2, lift 16.5)
    PC2 <= 2.723708
    PC8 <= -3.4806
    PC44 > 0.8358026
    PC46 <= 0.413817
    PC79 <= 0.3198665
    PC86 > -0.6613067
    PC97 <= 1.583909
    ->  class 2\|4  [0.973]

Rule 47/291: (33.1/0.1, lift 16.4)
    PC2 <= 2.723708
    PC8 <= -0.2273773
    PC17 > -0.3553776
    PC22 > 0.5454477
    PC33 > -0.481495
    PC36 <= 0.07506683
    PC60 > 0.3272899
    PC63 <= -0.2947426
    ->  class 2\|4  [0.968]

Rule 47/292: (127.1/3.6, lift 16.3)
    PC1 <= -0.4303757
    PC8 <= -3.4806
    PC28 > 0.05048775
    PC46 <= 0.413817
    ->  class 2\|4  [0.965]

Rule 47/293: (21.6, lift 16.2)
    PC1 <= -0.4303757
    PC8 <= -3.4806
    PC15 <= -0.1916555
    PC44 <= 0.8358026
    PC92 <= -0.2447877
    PC96 > -0.2493796
    ->  class 2\|4  [0.958]

Rule 47/294: (134/4.7, lift 16.2)
    PC1 <= -0.4303757
    PC2 <= 2.723708
    PC11 <= -4.141527
    ->  class 2\|4  [0.958]

Rule 47/295: (62/2.2, lift 16.1)
    PC1 <= -0.4303757
    PC8 <= -3.4806
    PC15 <= -0.1916555
    PC16 > -1.034545
    PC46 <= 0.413817
    PC79 <= 0.3198665
    PC93 <= 0.4297585
    PC96 <= -0.2493796
    ->  class 2\|4  [0.950]

Rule 47/296: (387.4/18.8, lift 16.1)
    PC8 <= -3.4806
    PC12 > 1.346087
    PC24 > -0.139737
    PC93 <= 0.4297585
    ->  class 2\|4  [0.949]

Rule 47/297: (16.4, lift 16.0)
    PC1 <= -0.4303757
    PC2 <= 2.723708
    PC8 > -3.4806
    PC8 <= -0.2273773
    PC11 <= 0.3502534
    PC17 > -0.3553776
    PC36 <= 0.07506683
    PC60 > 0.3272899
    PC70 > 0.2185804
    ->  class 2\|4  [0.946]

Rule 47/298: (18.4/0.1, lift 16.0)
    PC1 <= -0.4303757
    PC8 <= -3.4806
    PC15 <= -0.1916555
    PC16 > -1.034545
    PC29 > 0.1970029
    PC79 <= 0.3198665
    ->  class 2\|4  [0.946]

Rule 47/299: (29.8/1.3, lift 15.7)
    PC8 <= -3.4806
    PC15 <= -0.1916555
    PC28 <= 0.05048775
    PC46 <= 0.413817
    PC52 > 0.1513507
    PC79 <= 0.3198665
    PC96 > -0.2493796
    ->  class 2\|4  [0.927]

Rule 47/300: (70.2/4.5, lift 15.6)
    PC2 <= 2.723708
    PC8 <= -3.4806
    PC15 <= -0.1916555
    PC16 > -1.034545
    PC44 <= 0.8358026
    PC46 <= 0.413817
    PC49 <= 0.0436689
    PC52 <= 0.1513507
    PC79 <= 0.3198665
    PC99 > 0.183575
    ->  class 2\|4  [0.924]

Rule 47/301: (10.1, lift 15.5)
    PC1 <= -0.4303757
    PC8 <= -3.4806
    PC79 <= 0.3198665
    PC85 <= 0.659854
    PC97 > 1.583909
    ->  class 2\|4  [0.918]

Rule 47/302: (87/7, lift 15.4)
    PC8 <= -3.4806
    PC15 <= -0.1916555
    PC16 > -1.034545
    PC37 <= -0.4227054
    PC46 <= 0.413817
    PC49 <= 0.0436689
    ->  class 2\|4  [0.910]

Rule 47/303: (8.7, lift 15.3)
    PC1 <= -0.4303757
    PC2 <= 2.723708
    PC11 <= 0.3502534
    PC17 > -0.3553776
    PC52 > 0.1973856
    PC63 <= -0.2947426
    ->  class 2\|4  [0.906]

Rule 47/304: (6.9, lift 15.0)
    PC2 <= 2.723708
    PC8 > -3.4806
    PC8 <= -0.2273773
    PC17 > -0.3553776
    PC33 > -0.481495
    PC36 <= 0.07506683
    PC60 > 1.646828
    PC63 <= -0.2947426
    ->  class 2\|4  [0.888]

Rule 47/305: (34.5/6.8, lift 13.3)
    PC1 <= -0.4303757
    PC2 <= 2.723708
    PC8 > -3.4806
    PC8 <= -0.2273773
    PC10 <= -0.5814319
    PC33 > -0.481495
    PC60 > 0.3272899
    ->  class 2\|4  [0.785]

Rule 47/306: (31.5/11.9, lift 10.4)
    PC2 <= 2.723708
    PC8 <= -0.2273773
    PC17 > -0.3553776
    PC29 > 0.3237171
    PC60 > 0.3272899
    ->  class 2\|4  [0.615]

Default class: 2\|3

-----  Trial 48:  -----

Rules:

Rule 48/1: (127.8, lift 15.7)
    PC2 <= 6.608233
    PC12 > -0.9238364
    PC17 > -0.1491582
    PC18 > 1.22969
    PC22 > -0.3632967
    PC31 > -0.2922627
    PC37 <= 1.231708
    PC55 > -0.289443
    PC63 <= 2.15753
    PC76 <= -0.6032332
    PC89 > -0.4505707
    ->  class 0\|0  [0.992]

Rule 48/2: (258.1/2.2, lift 15.6)
    PC2 <= 6.608233
    PC4 <= 8.050642
    PC6 <= 0.3421981
    PC12 > -0.9238364
    PC13 <= 1.533616
    PC17 > -0.5206551
    PC18 > 1.22969
    PC19 > -0.2224045
    PC22 > -0.3632967
    PC37 <= 1.231708
    PC55 > -0.2046797
    PC59 <= -0.1885396
    PC67 > -0.07185119
    PC76 <= 0.4864229
    PC89 > -0.4505707
    PC95 <= 0.7564328
    ->  class 0\|0  [0.988]

Rule 48/3: (18.4/0.8, lift 14.4)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC7 <= -0.7646611
    PC18 > -2.430627
    PC18 <= 0.6226293
    PC90 <= -1.848083
    ->  class 0\|0  [0.910]

Rule 48/4: (6.9, lift 14.0)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC7 > -0.7646611
    PC9 > 0.1718769
    PC18 > -0.7623823
    PC18 <= 0.6226293
    PC31 > 0.2183889
    ->  class 0\|0  [0.887]

Rule 48/5: (9.7/1.7, lift 12.2)
    PC13 > 7.236558
    PC18 > 0.6226293
    PC31 > 0.1783828
    PC34 > -0.9182814
    PC93 <= -0.0705788
    ->  class 0\|0  [0.772]

Rule 48/6: (2286.2/1223.3, lift 7.3)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC13 <= 7.236558
    PC18 > 0.6226293
    PC42 > -3.903153
    ->  class 0\|0  [0.465]

Rule 48/7: (84.1, lift 13.2)
    PC2 > 2.231518
    PC17 <= 3.241955
    PC18 > 0.6226293
    PC19 > -0.2224045
    PC28 <= 3.478025
    PC48 > 0.2097725
    PC52 > -0.3959625
    PC56 > -0.5595728
    PC59 > -0.1885396
    PC76 > -0.6032332
    PC99 > -0.4943343
    ->  class 0\|1  [0.988]

Rule 48/8: (81.2, lift 13.2)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC13 <= 7.236558
    PC17 <= -0.5206551
    PC18 > 0.6226293
    PC23 > 0.3305984
    PC25 > -0.7787059
    PC28 <= 3.478025
    ->  class 0\|1  [0.987]

Rule 48/9: (69, lift 13.2)
    PC6 <= 0.3421981
    PC12 > -0.9238364
    PC13 <= 7.236558
    PC18 > 1.22969
    PC41 > -0.1608191
    PC52 > -0.3959625
    PC56 > -0.5595728
    PC67 <= -0.07185119
    PC76 > -0.6032332
    PC89 > -0.4505707
    PC100 > -1.212266
    ->  class 0\|1  [0.986]

Rule 48/10: (54.4, lift 13.1)
    PC7 > -0.7646611
    PC15 > -0.2495917
    PC16 <= 0.4127792
    PC18 <= -0.7623823
    PC78 > 2.492486
    PC85 > -0.2875412
    ->  class 0\|1  [0.982]

Rule 48/11: (49.4, lift 13.1)
    PC2 > 2.231518
    PC13 <= 7.236558
    PC18 > 0.6226293
    PC25 > -0.7787059
    PC28 <= 3.478025
    PC35 > 0.8845652
    ->  class 0\|1  [0.981]

Rule 48/12: (50.4, lift 13.1)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC18 > 0.6226293
    PC22 > -0.3632967
    PC25 > -0.7787059
    PC28 <= 3.478025
    PC63 > 2.15753
    ->  class 0\|1  [0.981]

Rule 48/13: (41.5, lift 13.0)
    PC2 > 2.231518
    PC18 > 0.6226293
    PC22 > -0.3632967
    PC25 > -0.7787059
    PC55 > -0.3803608
    PC66 <= 1.891939
    PC91 > 2.682686
    ->  class 0\|1  [0.977]

Rule 48/14: (84.6/1.2, lift 13.0)
    PC2 > 2.231518
    PC13 <= 7.236558
    PC18 > 0.6226293
    PC25 > -0.7787059
    PC28 <= 3.478025
    PC42 > -3.903153
    PC47 > -0.04210063
    PC66 > 1.891939
    ->  class 0\|1  [0.975]

Rule 48/15: (126.9/2.9, lift 12.9)
    PC1 <= -0.7080471
    PC2 > 6.608233
    PC13 <= 1.533616
    PC17 > -0.5206551
    PC17 <= 3.241955
    PC18 > 1.22969
    PC25 > -0.7787059
    PC61 <= 0.163196
    PC94 > -0.3487372
    PC95 <= 0.3869547
    ->  class 0\|1  [0.970]

Rule 48/16: (29.9, lift 12.9)
    PC2 > 2.231518
    PC2 <= 6.608233
    PC13 <= 1.533616
    PC17 > -0.5206551
    PC17 <= 3.241955
    PC18 > 0.6226293
    PC37 > 1.231708
    PC39 <= 0.8989123
    PC48 <= 0.4587667
    PC76 <= 0.4864229
    PC91 <= 2.682686
    ->  class 0\|1  [0.969]

Rule 48/17: (28.4, lift 12.9)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC13 <= 7.236558
    PC17 > -0.1491582
    PC18 > 0.6226293
    PC25 > -0.7787059
    PC39 <= 0.8989123
    PC48 <= 0.4587667
    PC66 <= 1.891939
    PC95 > 0.7564328
    PC100 > -1.212266
    ->  class 0\|1  [0.967]

Rule 48/18: (91.9/2.3, lift 12.9)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC8 <= -0.008046797
    PC18 > 0.6226293
    PC22 > -0.3632967
    PC24 > -0.4429669
    PC42 > -3.903153
    PC55 <= -0.3803608
    ->  class 0\|1  [0.965]

Rule 48/19: (26.1, lift 12.9)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC4 <= 8.050642
    PC22 > -0.3632967
    PC25 > -0.7787059
    PC39 <= 0.8989123
    PC48 <= 0.4587667
    PC56 > -0.5595728
    PC59 > -0.1885396
    PC66 <= -0.5039763
    PC75 > -0.3548777
    PC76 > -0.6032332
    PC76 <= 0.4864229
    PC97 <= 0.6023083
    PC99 > -0.4943343
    ->  class 0\|1  [0.964]

Rule 48/20: (26, lift 12.9)
    PC4 > 8.050642
    PC18 > 0.6226293
    PC22 > -0.3632967
    PC28 <= 3.478025
    PC55 > -0.3803608
    PC66 <= 1.891939
    PC75 > -0.3548777
    PC76 > -0.6032332
    PC100 > -1.212266
    ->  class 0\|1  [0.964]

Rule 48/21: (26, lift 12.9)
    PC2 > 2.231518
    PC3 <= -0.7349322
    PC13 <= 7.236558
    PC17 <= 3.241955
    PC18 > 0.6226293
    PC25 > -0.7787059
    PC28 <= 3.478025
    PC39 <= 0.8989123
    PC66 <= 1.891939
    PC75 > -0.3548777
    PC76 <= 0.4864229
    PC97 > 0.6023083
    PC100 > -1.212266
    ->  class 0\|1  [0.964]

Rule 48/22: (50.9/1, lift 12.8)
    PC2 > 2.231518
    PC13 > 1.533616
    PC13 <= 7.236558
    PC17 <= 3.241955
    PC18 > 0.6226293
    PC22 > -0.3632967
    PC25 > -0.7787059
    ->  class 0\|1  [0.963]

Rule 48/23: (169.9/6.9, lift 12.7)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC7 <= -0.7646611
    PC18 > -2.430627
    PC18 <= 0.6226293
    PC20 > -2.973031
    PC43 <= 0.4377991
    PC59 > 0.3098417
    PC90 > -1.848083
    ->  class 0\|1  [0.954]

Rule 48/24: (127.9/5, lift 12.7)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC6 <= -0.07416741
    PC13 <= 7.236558
    PC18 > 0.6226293
    PC22 <= -0.3632967
    PC25 > -0.7787059
    PC28 <= 3.478025
    PC42 <= 1.576162
    PC66 <= 1.891939
    PC94 > -1.267752
    ->  class 0\|1  [0.954]

Rule 48/25: (18.5, lift 12.7)
    PC3 <= -0.7349322
    PC18 > 1.22969
    PC48 <= 0.4587667
    PC52 > -0.3959625
    PC55 <= -0.2046797
    PC66 <= 1.891939
    PC75 > -0.3548777
    PC76 > -0.6032332
    ->  class 0\|1  [0.951]

Rule 48/26: (44/1.3, lift 12.7)
    PC3 <= -0.7349322
    PC13 <= 7.236558
    PC18 > 1.22969
    PC25 > -0.7787059
    PC28 <= 3.478025
    PC35 > -0.3511933
    PC39 <= 0.8989123
    PC55 <= -0.289443
    PC75 > -0.3548777
    PC76 <= 0.4864229
    ->  class 0\|1  [0.950]

Rule 48/27: (90.5/3.7, lift 12.7)
    PC13 <= 7.236558
    PC17 > -0.5206551
    PC17 <= 3.241955
    PC18 > 1.22969
    PC19 <= -0.2224045
    PC25 > -0.7787059
    PC37 <= 1.231708
    PC63 <= 2.15753
    PC76 > -0.6032332
    PC95 <= 0.7564328
    PC97 <= 0.6023083
    ->  class 0\|1  [0.949]

Rule 48/28: (17.2, lift 12.6)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC5 <= -0.6030719
    PC7 > -0.7646611
    PC18 <= 0.6226293
    PC87 > 0.3169977
    ->  class 0\|1  [0.948]

Rule 48/29: (76.6/3.2, lift 12.6)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC18 > 0.6226293
    PC22 > -0.3632967
    PC25 > -0.7787059
    PC31 <= -0.2922627
    PC100 > -1.212266
    ->  class 0\|1  [0.947]

Rule 48/30: (66.1/2.8, lift 12.6)
    PC13 > 7.236558
    PC13 <= 11.86598
    PC18 > 0.6226293
    PC31 <= 0.1783828
    PC42 <= 0.1219841
    PC93 <= -0.0705788
    ->  class 0\|1  [0.945]

Rule 48/31: (32.7/1.1, lift 12.5)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC18 > 0.6226293
    PC39 <= 0.8989123
    PC41 <= -0.1608191
    PC48 <= 0.4587667
    PC55 > -0.3803608
    PC66 <= 1.891939
    PC76 > -0.6032332
    PC100 > -1.212266
    ->  class 0\|1  [0.939]

Rule 48/32: (79/4.2, lift 12.5)
    PC2 > 2.231518
    PC3 <= -0.7349322
    PC13 <= 7.236558
    PC17 <= 3.241955
    PC18 > 1.22969
    PC42 > -3.903153
    PC48 <= 0.4587667
    PC75 > -0.3548777
    PC89 > -0.4505707
    PC99 <= -0.4943343
    ->  class 0\|1  [0.935]

Rule 48/33: (28.7/1.3, lift 12.4)
    PC4 > -8.261679
    PC5 > -0.6030719
    PC10 <= -3.351897
    PC16 > -0.5561298
    PC18 > -1.824607
    PC18 <= 0.6226293
    PC44 > 0.5817343
    ->  class 0\|1  [0.926]

Rule 48/34: (11.4, lift 12.3)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC5 <= -0.6030719
    PC7 > -0.7646611
    PC16 <= 0.3230948
    PC18 <= 0.6226293
    ->  class 0\|1  [0.925]

Rule 48/35: (13.1/0.1, lift 12.3)
    PC2 > 2.231518
    PC2 <= 6.608233
    PC3 <= 1.640775
    PC12 <= -0.9238364
    PC18 > 0.6226293
    PC28 <= 3.478025
    PC39 <= 0.8989123
    PC66 <= 1.891939
    ->  class 0\|1  [0.924]

Rule 48/36: (35.7/2.6, lift 12.1)
    PC2 > 2.231518
    PC8 > -0.2580362
    PC13 <= 7.236558
    PC18 > 0.7978112
    PC25 <= -0.7787059
    PC53 <= 0.8081979
    ->  class 0\|1  [0.905]

Rule 48/37: (51.9/4.7, lift 11.9)
    PC18 > -0.7623823
    PC18 <= 0.6226293
    PC33 > 2.897988
    PC36 <= 1.656734
    PC86 <= 2.85107
    ->  class 0\|1  [0.894]

Rule 48/38: (115.8/11.6, lift 11.9)
    PC2 > 2.231518
    PC5 > -0.6030719
    PC7 > -0.7646611
    PC8 > -0.404321
    PC9 > 0.1718769
    PC14 > -0.2823414
    PC18 > -0.7623823
    PC18 <= 0.6226293
    PC31 <= 0.2183889
    PC68 > -0.3035462
    PC71 > -0.2932576
    ->  class 0\|1  [0.893]

Rule 48/39: (6.4, lift 11.7)
    PC2 > 2.231518
    PC18 > -0.7623823
    PC18 <= 0.6226293
    PC34 <= -5.047802
    ->  class 0\|1  [0.880]

Rule 48/40: (6, lift 11.7)
    PC2 > 2.231518
    PC3 <= -0.7349322
    PC5 <= -0.7533382
    PC39 <= 0.8989123
    PC59 > -0.1885396
    ->  class 0\|1  [0.875]

Rule 48/41: (5.7, lift 11.6)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC18 > -0.7623823
    PC18 <= 0.6226293
    PC36 <= 1.656734
    PC55 <= -1.45481
    ->  class 0\|1  [0.871]

Rule 48/42: (5.1, lift 11.5)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC5 <= -0.6030719
    PC16 > 0.3230948
    PC18 <= 0.6226293
    PC93 > 0.2641403
    ->  class 0\|1  [0.860]

Rule 48/43: (5.1, lift 11.5)
    PC2 > 2.231518
    PC3 <= -0.7349322
    PC6 > 0.3421981
    PC48 <= 0.4587667
    PC55 > -0.289443
    PC76 > -0.6032332
    ->  class 0\|1  [0.859]

Rule 48/44: (127.5/17.5, lift 11.4)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC13 <= 7.236558
    PC18 > 0.6226293
    PC18 <= 1.22969
    PC22 > -0.3632967
    PC25 > -0.7787059
    PC55 > -0.3803608
    PC99 > -0.4739305
    ->  class 0\|1  [0.858]

Rule 48/45: (40.2/7.8, lift 10.6)
    PC2 > 2.231518
    PC2 <= 6.608233
    PC3 <= 1.640775
    PC13 <= 1.533616
    PC17 > -0.5206551
    PC22 > -0.3632967
    PC25 > -0.7787059
    PC31 > -0.2922627
    PC35 <= -0.3511933
    PC55 > -0.3803608
    PC66 <= 1.891939
    PC100 > -1.212266
    ->  class 0\|1  [0.791]

Rule 48/46: (75.1/1.3, lift 10.4)
    PC7 > -0.7646611
    PC11 <= -0.03198645
    PC16 <= 2.936707
    PC18 <= -1.824607
    PC28 <= -0.2954761
    PC66 > -4.599384
    PC87 <= 0.4267156
    PC97 > -1.057257
    ->  class 0\|2  [0.970]

Rule 48/47: (48.6/1.1, lift 10.3)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC18 > 0.6226293
    PC18 <= 1.22969
    PC55 > -0.3803608
    PC91 <= 2.682686
    PC99 <= -0.4739305
    ->  class 0\|2  [0.958]

Rule 48/48: (80.4/3.6, lift 10.1)
    PC2 > 2.231518
    PC8 <= -0.2580362
    PC13 <= 7.236558
    PC18 > 0.6226293
    PC25 <= -0.7787059
    PC28 <= 3.478025
    PC42 > -3.903153
    ->  class 0\|2  [0.944]

Rule 48/49: (60.7/3.4, lift 10.0)
    PC18 > 0.6226293
    PC28 > 3.478025
    PC42 > -3.903153
    ->  class 0\|2  [0.930]

Rule 48/50: (14.3/0.7, lift 9.6)
    PC2 > 2.231518
    PC18 > 0.6226293
    PC18 <= 0.7978112
    PC25 <= -0.7787059
    ->  class 0\|2  [0.897]

Rule 48/51: (40.5/3.6, lift 9.5)
    PC2 > 2.231518
    PC18 > 0.6226293
    PC47 <= -0.04210063
    PC66 > 1.891939
    ->  class 0\|2  [0.892]

Rule 48/52: (5.8, lift 9.3)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC18 <= 0.6226293
    PC80 > 0.08182268
    PC80 <= 0.08311477
    ->  class 0\|2  [0.872]

Rule 48/53: (27.3/3.1, lift 9.2)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC13 <= 7.236558
    PC18 > 0.6226293
    PC24 <= -0.4429669
    PC25 > -0.7787059
    PC42 > -3.903153
    PC55 <= -0.3803608
    PC66 <= 1.891939
    ->  class 0\|2  [0.858]

Rule 48/54: (21.9/3, lift 8.9)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC7 <= -0.7646611
    PC18 > -2.430627
    PC18 <= 0.6226293
    PC59 <= 0.3098417
    PC90 > -1.848083
    ->  class 0\|2  [0.834]

Rule 48/55: (48.6/9.6, lift 8.5)
    PC18 > 0.6226293
    PC22 <= -0.3632967
    PC42 > 1.576162
    ->  class 0\|2  [0.792]

Rule 48/56: (7434.3/5571.1, lift 2.7)
    PC2 > 2.231518
    ->  class 0\|2  [0.251]

Rule 48/57: (167.6, lift 11.9)
    PC3 <= 1.640775
    PC7 > -0.7646611
    PC11 > -0.03198645
    PC17 <= 0.4771936
    PC18 <= -1.824607
    PC26 <= 1.171173
    PC35 <= 0.5507866
    PC36 <= 1.091125
    PC42 <= 1.595751
    PC51 <= 0.6695035
    PC80 <= 0.08182268
    PC89 <= -0.002629766
    PC97 <= 0.5421799
    ->  class 0\|3  [0.994]

Rule 48/58: (132.3, lift 11.9)
    PC3 <= 1.640775
    PC4 > -8.261679
    PC7 > -0.605471
    PC10 > -5.760839
    PC11 > -0.03198645
    PC15 <= 0.787059
    PC18 <= -1.824607
    PC26 <= 1.475225
    PC32 > -1.787548
    PC35 <= 0.5507866
    PC66 > -4.599384
    PC71 <= -0.5496175
    PC97 <= 0.5421799
    ->  class 0\|3  [0.992]

Rule 48/59: (121.8, lift 11.9)
    PC3 <= 1.640775
    PC10 > -5.760839
    PC11 > -0.03198645
    PC18 <= -1.824607
    PC26 <= 1.475225
    PC32 > -1.787548
    PC35 <= 0.5507866
    PC66 > -4.599384
    PC74 > 0.7771566
    PC78 <= 2.492486
    ->  class 0\|3  [0.992]

Rule 48/60: (77.8, lift 11.8)
    PC1 <= -0.4544087
    PC2 > 2.231518
    PC11 > -0.03198645
    PC15 <= 0.787059
    PC18 <= -1.824607
    PC26 <= 1.475225
    PC36 <= 1.091125
    PC45 <= 1.482281
    PC57 <= 0.9057114
    PC63 <= 1.312647
    PC89 > -0.002629766
    PC97 <= 0.5421799
    PC100 <= -0.1219419
    ->  class 0\|3  [0.987]

Rule 48/61: (108/1, lift 11.8)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC10 > -5.760839
    PC11 > -0.03198645
    PC18 <= -1.824607
    PC26 <= 1.475225
    PC39 <= -0.8742086
    PC66 > -4.599384
    PC78 <= 2.492486
    ->  class 0\|3  [0.982]

Rule 48/62: (47.5, lift 11.7)
    PC3 <= 1.640775
    PC11 > -0.03198645
    PC18 <= -1.824607
    PC43 <= 1.773609
    PC56 <= -0.5868466
    PC63 <= 1.312647
    PC66 > -4.599384
    PC97 > 0.5421799
    ->  class 0\|3  [0.980]

Rule 48/63: (46.1, lift 11.7)
    PC4 > -8.261679
    PC14 <= -0.3301691
    PC15 <= 0.787059
    PC18 <= -1.824607
    PC35 <= 0.5507866
    PC57 <= 0.9057114
    PC78 <= 2.492486
    PC89 > -0.002629766
    PC91 <= 0.5696232
    PC97 <= 0.5421799
    ->  class 0\|3  [0.979]

Rule 48/64: (42.3, lift 11.7)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC7 > -0.7646611
    PC15 <= -0.2495917
    PC18 <= 0.6226293
    PC78 > 2.492486
    ->  class 0\|3  [0.977]

Rule 48/65: (39.7, lift 11.7)
    PC7 > -0.7646611
    PC11 <= -0.03198645
    PC18 <= -1.824607
    PC28 > -0.2954761
    ->  class 0\|3  [0.976]

Rule 48/66: (92.1/1.3, lift 11.7)
    PC15 <= 0.787059
    PC18 <= -1.824607
    PC32 > -1.787548
    PC35 <= 0.5507866
    PC42 > 1.595751
    PC43 <= 1.457431
    PC66 > -4.599384
    ->  class 0\|3  [0.976]

Rule 48/67: (40.5, lift 11.7)
    PC2 > 2.231518
    PC7 > -0.7646611
    PC9 > -0.2624365
    PC17 > -3.383757
    PC18 <= -0.7623823
    PC21 > -0.6936007
    PC23 <= 1.226195
    PC32 > -1.787548
    PC78 <= 2.492486
    PC100 > 0.7863829
    ->  class 0\|3  [0.976]

Rule 48/68: (39.2, lift 11.7)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC10 > -5.760839
    PC16 > -0.5561298
    PC18 <= 0.6226293
    PC43 <= 1.773609
    PC70 > 3.395325
    PC78 <= 2.492486
    ->  class 0\|3  [0.976]

Rule 48/69: (80.2/1.3, lift 11.6)
    PC1 > -0.8129722
    PC3 <= 1.640775
    PC7 > -0.7373306
    PC16 > -0.5561298
    PC17 > -3.383757
    PC18 <= -0.7623823
    PC21 > -0.6936007
    PC23 <= 1.226195
    PC27 <= 0.9879488
    PC43 <= 1.457431
    PC55 <= 0.1513664
    PC78 <= 2.492486
    PC87 <= -0.4309406
    ->  class 0\|3  [0.973]

Rule 48/70: (33.7, lift 11.6)
    PC2 > 2.231518
    PC7 > -0.7646611
    PC11 <= -0.03198645
    PC16 > -0.5561298
    PC18 <= 0.6226293
    PC78 <= 2.492486
    PC87 > 0.4267156
    ->  class 0\|3  [0.972]

Rule 48/71: (32.2, lift 11.6)
    PC2 > 2.231518
    PC18 > -1.824607
    PC18 <= -0.7623823
    PC32 > -1.787548
    PC38 > 1.051602
    PC44 <= 0.5817343
    ->  class 0\|3  [0.971]

Rule 48/72: (25.3, lift 11.5)
    PC3 <= 1.640775
    PC11 > -0.03198645
    PC12 > 0.2974261
    PC15 <= 0.787059
    PC18 <= -1.824607
    PC97 > 0.5421799
    ->  class 0\|3  [0.963]

Rule 48/73: (30.7/0.2, lift 11.5)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC7 > -0.7646611
    PC18 > -0.7623823
    PC18 <= 0.6226293
    PC86 > 2.85107
    ->  class 0\|3  [0.963]

Rule 48/74: (36/0.4, lift 11.5)
    PC18 > -1.824607
    PC18 <= -0.7623823
    PC20 <= -3.646928
    PC43 <= 1.773609
    ->  class 0\|3  [0.962]

Rule 48/75: (24.3, lift 11.5)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC16 > 2.936707
    ->  class 0\|3  [0.962]

Rule 48/76: (22.5, lift 11.5)
    PC18 <= -0.7623823
    PC21 > -0.6936007
    PC23 <= 1.226195
    PC38 <= 1.051602
    PC43 <= 1.457431
    PC55 <= 0.1513664
    PC73 > -1.313247
    PC88 <= -1.770669
    ->  class 0\|3  [0.959]

Rule 48/77: (36.3/0.6, lift 11.5)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC9 <= 0.1718769
    PC18 > -0.7623823
    PC18 <= 0.6226293
    PC24 > 1.011693
    PC31 > 0.1170313
    ->  class 0\|3  [0.959]

Rule 48/78: (18.7, lift 11.4)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC17 <= -3.383757
    PC18 > -1.824607
    PC23 <= 1.226195
    PC32 > -1.787548
    PC43 <= 1.457431
    ->  class 0\|3  [0.952]

Rule 48/79: (18.2, lift 11.4)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC16 > -0.5561298
    PC18 > -1.824607
    PC18 <= 0.6226293
    PC31 > 0.3181057
    ->  class 0\|3  [0.950]

Rule 48/80: (430.8/21.9, lift 11.3)
    PC2 > 3.463163
    PC7 > -0.605471
    PC10 > -5.760839
    PC11 > -0.03198645
    PC17 <= 0.4771936
    PC18 <= -1.824607
    PC26 <= 1.171173
    PC32 > -1.278016
    PC35 <= 0.5507866
    PC36 <= 1.091125
    PC45 <= 1.482281
    PC51 <= 0.6695035
    PC57 <= 0.9057114
    PC63 <= 1.312647
    PC81 <= 1.108797
    PC89 <= -0.002629766
    PC97 <= 0.5421799
    ->  class 0\|3  [0.947]

Rule 48/81: (38.4/1.1, lift 11.3)
    PC3 <= 1.640775
    PC7 > -0.7373306
    PC18 > -1.824607
    PC18 <= -0.7623823
    PC21 > -0.6936007
    PC27 <= 0.9879488
    PC44 <= 0.5817343
    PC55 <= 0.1513664
    PC61 <= -0.04999185
    PC65 > 0.3319795
    ->  class 0\|3  [0.947]

Rule 48/82: (16.6, lift 11.3)
    PC13 > 7.236558
    PC18 > 0.6226293
    PC34 <= -0.9182814
    PC93 <= -0.0705788
    ->  class 0\|3  [0.946]

Rule 48/83: (43.2/1.6, lift 11.3)
    PC2 > 2.231518
    PC7 > -0.7646611
    PC9 <= 0.1718769
    PC18 > -0.7623823
    PC18 <= 0.6226293
    PC36 > 1.656734
    ->  class 0\|3  [0.942]

Rule 48/84: (139.2/7.7, lift 11.2)
    PC1 <= -0.4544087
    PC4 > -8.261679
    PC10 > -5.760839
    PC11 > -0.03198645
    PC13 > -1.020367
    PC15 <= 0.787059
    PC18 <= -1.824607
    PC22 <= -0.4339666
    PC35 <= 0.5507866
    PC36 <= 1.091125
    PC57 <= 0.9057114
    PC63 <= 1.312647
    PC89 > 0.004038393
    PC91 <= 0.5696232
    PC97 <= 0.5421799
    ->  class 0\|3  [0.939]

Rule 48/85: (14.2, lift 11.2)
    PC7 <= -0.7646611
    PC18 <= -2.430627
    PC63 > 1.629891
    ->  class 0\|3  [0.938]

Rule 48/86: (53/2.4, lift 11.2)
    PC3 <= 1.640775
    PC4 > -6.9408
    PC7 <= -0.3942149
    PC11 > -0.03198645
    PC15 <= 0.787059
    PC18 <= -0.7623823
    PC26 <= 1.475225
    PC39 > -0.8742086
    PC42 <= 1.595751
    PC78 <= 2.492486
    PC97 > 0.5421799
    ->  class 0\|3  [0.938]

Rule 48/87: (75.2/3.8, lift 11.2)
    PC1 > -0.8129722
    PC3 <= 1.640775
    PC7 > -0.7373306
    PC9 <= -0.2624365
    PC16 > -0.5561298
    PC18 > -1.824607
    PC18 <= -0.7623823
    PC23 <= 1.226195
    PC43 <= 1.457431
    ->  class 0\|3  [0.938]

Rule 48/88: (61.8/3, lift 11.2)
    PC2 > 2.231518
    PC7 > -0.7646611
    PC10 > -5.760839
    PC16 > -0.5561298
    PC18 <= -0.7623823
    PC43 > 1.773609
    ->  class 0\|3  [0.938]

Rule 48/89: (13.7, lift 11.2)
    PC13 > 7.236558
    PC91 > 1.371692
    PC93 > -0.0705788
    ->  class 0\|3  [0.936]

Rule 48/90: (12.7, lift 11.2)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC9 > 0.5233031
    PC10 > -5.760839
    PC16 > -0.5561298
    PC18 > -1.824607
    PC18 <= 0.6226293
    PC21 > -0.6936007
    ->  class 0\|3  [0.932]

Rule 48/91: (11.9, lift 11.1)
    PC3 <= -5.374279
    PC7 > -0.7373306
    PC18 > -1.824607
    PC18 <= -0.7623823
    PC23 <= 1.226195
    PC32 > -1.787548
    PC43 <= 1.457431
    PC44 <= 0.5817343
    ->  class 0\|3  [0.928]

Rule 48/92: (35/1.9, lift 11.0)
    PC2 > 2.231518
    PC9 > -0.2624365
    PC18 > -1.824607
    PC18 <= 0.6226293
    PC21 > -0.6936007
    PC23 <= 1.226195
    PC27 <= 0.9879488
    PC43 <= 1.457431
    PC44 <= 0.5817343
    PC55 <= 0.1513664
    PC73 <= -1.313247
    ->  class 0\|3  [0.923]

Rule 48/93: (64/4.1, lift 11.0)
    PC11 > -0.03198645
    PC15 <= 0.787059
    PC18 <= -1.824607
    PC36 > 0.1685538
    PC78 <= 2.492486
    PC97 > 0.5421799
    ->  class 0\|3  [0.922]

Rule 48/94: (10.7, lift 11.0)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC7 > -0.7646611
    PC16 > 1.823774
    PC18 > -0.7623823
    ->  class 0\|3  [0.921]

Rule 48/95: (8.6, lift 10.8)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC18 > -0.7623823
    PC18 <= 0.6226293
    PC81 <= -2.504973
    ->  class 0\|3  [0.906]

Rule 48/96: (8.1, lift 10.8)
    PC2 > 2.231518
    PC7 > -0.7646611
    PC18 <= 0.6226293
    PC44 > 0.2002449
    PC78 > 2.492486
    PC85 <= -0.2875412
    ->  class 0\|3  [0.900]

Rule 48/97: (18.9/1.1, lift 10.8)
    PC2 > 2.231518
    PC7 > -0.7646611
    PC9 <= 0.1718769
    PC18 > -0.7623823
    PC18 <= 0.6226293
    PC33 <= 2.897988
    PC39 <= -1.583112
    ->  class 0\|3  [0.900]

Rule 48/98: (65.9/6.3, lift 10.7)
    PC3 <= 1.640775
    PC10 > -5.760839
    PC18 > -1.824607
    PC18 <= -0.7623823
    PC21 > -0.6936007
    PC23 <= 1.226195
    PC27 <= 0.9879488
    PC43 <= 1.457431
    PC55 <= 0.1513664
    PC60 > 0.4642164
    PC78 <= 2.492486
    PC100 <= 0.7863829
    ->  class 0\|3  [0.893]

Rule 48/99: (7, lift 10.6)
    PC11 > -0.03198645
    PC18 <= -1.824607
    PC26 <= 1.475225
    PC43 <= 1.457431
    PC78 <= 2.492486
    PC97 > 0.5421799
    PC98 > 1.041646
    ->  class 0\|3  [0.889]

Rule 48/100: (5.7, lift 10.4)
    PC7 > -0.7646611
    PC10 <= -5.760839
    PC18 <= -0.7623823
    PC54 <= -0.6845074
    ->  class 0\|3  [0.870]

Rule 48/101: (86.7/14.7, lift 9.9)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC18 <= -2.430627
    PC22 > 1.696119
    PC63 <= 1.629891
    ->  class 0\|3  [0.823]

Rule 48/102: (3.3, lift 9.7)
    PC10 <= -5.760839
    PC30 <= -4.280624
    ->  class 0\|3  [0.810]

Rule 48/103: (22.6/4.5, lift 9.3)
    PC2 > 2.231518
    PC18 > 0.6226293
    PC42 <= -3.903153
    ->  class 0\|3  [0.776]

Rule 48/104: (136.3, lift 23.2)
    PC1 > -0.2831207
    PC6 <= 7.471952
    PC15 <= -3.907995
    PC16 <= -2.557459
    ->  class 1\|0  [0.993]

Rule 48/105: (123.3/0.4, lift 23.1)
    PC1 > -0.2831207
    PC2 <= 2.231518
    PC7 > 2.829017
    PC10 <= 0.8569955
    PC16 > -2.557459
    PC44 <= 1.405561
    PC68 <= 1.052754
    ->  class 1\|0  [0.989]

Rule 48/106: (71.6, lift 23.1)
    PC3 > 1.640775
    PC8 > -3.618652
    PC16 <= 0.5655206
    PC22 > 0.1221173
    PC47 > -0.295758
    PC67 <= -0.5438395
    PC86 > -2.243445
    ->  class 1\|0  [0.986]

Rule 48/107: (88.2/0.4, lift 23.0)
    PC2 <= 2.231518
    PC16 <= -2.557459
    PC78 <= -0.2445637
    ->  class 1\|0  [0.984]

Rule 48/108: (57.5, lift 23.0)
    PC2 <= 2.231518
    PC7 > -8.080019
    PC16 <= -2.557459
    PC99 > 1.432967
    ->  class 1\|0  [0.983]

Rule 48/109: (81.6/0.5, lift 23.0)
    PC3 > 1.640775
    PC8 > -3.618652
    PC16 <= 0.5655206
    PC22 > 0.1221173
    PC47 > -0.295758
    PC51 > 0.07648648
    PC55 <= 0.4233073
    PC93 <= -0.4063965
    ->  class 1\|0  [0.982]

Rule 48/110: (43.8, lift 22.9)
    PC2 > 2.231518
    PC3 > 1.640775
    PC8 > -3.618652
    PC12 <= -0.7564321
    PC22 > 0.1221173
    PC51 > 0.07648648
    PC63 > -2.008443
    PC86 > -2.243445
    PC94 <= 0.07238812
    PC95 <= 0.3782978
    ->  class 1\|0  [0.978]

Rule 48/111: (99.9/1.7, lift 22.8)
    PC1 > -0.2831207
    PC2 <= 2.231518
    PC10 <= 0.08925983
    PC16 <= -2.557459
    ->  class 1\|0  [0.974]

Rule 48/112: (32.9/0.3, lift 22.5)
    PC1 > -0.2831207
    PC6 > 0.02855038
    PC18 > 0.1208674
    PC38 > 0.3228078
    ->  class 1\|0  [0.962]

Rule 48/113: (23.8, lift 22.5)
    PC2 > 2.231518
    PC3 > 1.640775
    PC41 > 0.4214479
    PC47 > -0.295758
    PC51 > 0.07648648
    PC95 <= 0.3782978
    ->  class 1\|0  [0.961]

Rule 48/114: (32.5/0.8, lift 22.2)
    PC1 > -0.2019541
    PC16 <= -2.557459
    PC95 <= -0.6146882
    PC99 <= 1.432967
    ->  class 1\|0  [0.949]

Rule 48/115: (17.6, lift 22.2)
    PC1 > -0.2831207
    PC2 <= 2.231518
    PC16 <= -2.557459
    PC40 <= -1.362599
    ->  class 1\|0  [0.949]

Rule 48/116: (16.2, lift 22.1)
    PC1 > -0.2831207
    PC6 > 0.02855038
    PC8 > -3.691019
    PC16 > -2.557459
    PC19 > -1.445436
    PC39 > 0.5540493
    PC44 > 0.2459966
    PC45 > -0.4300224
    PC68 <= 0.5907545
    ->  class 1\|0  [0.945]

Rule 48/117: (48.8/2, lift 22.0)
    PC1 > -0.2831207
    PC6 > 0.02855038
    PC8 > -3.691019
    PC16 > -2.557459
    PC16 <= 1.413509
    PC18 <= 0.1208674
    PC19 > -1.445436
    PC44 > 0.2459966
    PC45 > -0.4300224
    PC68 <= 0.5907545
    PC95 > -0.168121
    ->  class 1\|0  [0.941]

Rule 48/118: (103.7/6.1, lift 21.8)
    PC2 > 2.231518
    PC3 > 1.640775
    PC13 <= 0.1202108
    PC22 > 0.1221173
    PC30 <= 0.2182368
    PC47 > -0.295758
    PC51 > 0.07648648
    PC55 <= 0.4233073
    PC63 > -2.008443
    PC76 <= 0.2058626
    PC94 <= 0.07238812
    ->  class 1\|0  [0.932]

Rule 48/119: (9.4, lift 21.3)
    PC2 > 2.231518
    PC3 > 1.640775
    PC14 <= -1.673445
    ->  class 1\|0  [0.912]

Rule 48/120: (50/5.2, lift 20.6)
    PC2 > 2.231518
    PC3 > 1.640775
    PC8 > -3.618652
    PC13 <= 0.1202108
    PC30 > 0.2182368
    PC51 > 0.07648648
    PC54 <= 0.04245615
    PC55 <= 0.4233073
    PC61 <= 0.111269
    PC76 <= 0.2058626
    ->  class 1\|0  [0.881]

Rule 48/121: (146.3/18, lift 20.4)
    PC1 > -0.2831207
    PC6 <= 0.02855038
    PC11 <= -1.594386
    PC16 > -2.557459
    ->  class 1\|0  [0.872]

Rule 48/122: (3.2, lift 18.9)
    PC1 > -0.2831207
    PC2 <= 2.231518
    PC16 <= -2.557459
    PC83 > 0.5634667
    ->  class 1\|0  [0.810]

Rule 48/123: (47.8/9.3, lift 18.6)
    PC1 > -0.2831207
    PC2 <= 2.231518
    PC8 > -3.691019
    PC18 <= 0.1208674
    PC28 <= -0.4898288
    ->  class 1\|0  [0.794]

Rule 48/124: (15.1/5.6, lift 14.4)
    PC1 > -0.2019541
    PC3 > 0.282448
    PC18 > 0.1208674
    PC21 > 0.820407
    ->  class 1\|0  [0.614]

Rule 48/125: (117.3, lift 16.9)
    PC2 > 2.231518
    PC3 > 1.640775
    PC15 > 0.4240936
    PC16 <= 0.5655206
    PC34 > -0.3168284
    PC44 > -0.5376004
    PC51 <= 0.07648648
    ->  class 1\|1  [0.992]

Rule 48/126: (121.3, lift 16.9)
    PC2 > 2.231518
    PC3 > 1.640775
    PC16 <= 0.5655206
    PC44 > -0.5376004
    PC51 > -0.3344619
    PC51 <= 0.07648648
    PC84 > -0.5049585
    ->  class 1\|1  [0.992]

Rule 48/127: (90, lift 16.9)
    PC2 > 2.231518
    PC3 > 1.640775
    PC16 <= 0.5655206
    PC72 > -1.307414
    PC95 > 0.3782978
    ->  class 1\|1  [0.989]

Rule 48/128: (70.3, lift 16.8)
    PC2 > 2.231518
    PC3 > 1.640775
    PC16 <= 0.5655206
    PC22 > 0.1221173
    PC30 > 0.2182368
    PC41 <= 0.4214479
    PC61 > 0.111269
    PC93 > -0.4063965
    ->  class 1\|1  [0.986]

Rule 48/129: (68.3, lift 16.8)
    PC2 > 2.231518
    PC3 > 1.640775
    PC16 <= 0.5655206
    PC30 > 0.2182368
    PC54 > 0.04245615
    PC63 > -2.008443
    PC93 > -0.4063965
    ->  class 1\|1  [0.986]

Rule 48/130: (62, lift 16.8)
    PC1 > -0.2831207
    PC6 > 0.02855038
    PC8 > -3.691019
    PC16 > -2.557459
    PC16 <= 1.413509
    PC18 <= 0.1208674
    PC19 > -1.445436
    PC39 <= 0.5540493
    PC44 > 0.2459966
    PC45 > -0.4300224
    PC68 <= 0.5907545
    PC95 <= -0.168121
    ->  class 1\|1  [0.984]

Rule 48/131: (53.6, lift 16.8)
    PC3 > 1.640775
    PC8 > -3.618652
    PC16 <= 0.5655206
    PC63 <= -2.008443
    PC93 > -0.4063965
    ->  class 1\|1  [0.982]

Rule 48/132: (41.2, lift 16.6)
    PC1 > -0.2019541
    PC2 <= 2.231518
    PC3 > 0.282448
    PC18 > 0.1208674
    PC38 <= 0.3228078
    PC44 <= 1.405561
    PC60 <= -0.839197
    ->  class 1\|1  [0.975]

Rule 48/133: (48.8/0.3, lift 16.6)
    PC2 > 2.231518
    PC3 > 1.640775
    PC12 > -0.7564321
    PC16 <= 0.5655206
    PC22 > 0.1221173
    PC67 > -0.5438395
    PC76 > 0.2058626
    PC93 > -0.4063965
    ->  class 1\|1  [0.975]

Rule 48/134: (33.8, lift 16.6)
    PC2 > 2.231518
    PC3 > 1.640775
    PC16 <= 0.5655206
    PC47 > -0.295758
    PC55 > 0.4233073
    ->  class 1\|1  [0.972]

Rule 48/135: (35.5/0.1, lift 16.6)
    PC1 > -0.2019541
    PC2 > 1.296361
    PC7 <= 2.829017
    PC16 > -2.557459
    PC18 <= 0.1208674
    PC45 <= -0.4300224
    PC68 <= 0.5907545
    PC82 > -0.7688722
    ->  class 1\|1  [0.970]

Rule 48/136: (26.8, lift 16.5)
    PC1 > -0.2831207
    PC2 <= 2.231518
    PC6 > 0.02855038
    PC7 > 1.189706
    PC7 <= 2.829017
    PC16 > -2.557459
    PC18 <= 0.1208674
    PC19 > -0.6005948
    PC44 <= 0.2459966
    PC68 <= 0.5907545
    ->  class 1\|1  [0.965]

Rule 48/137: (22.7, lift 16.4)
    PC2 > 2.231518
    PC8 <= -3.618652
    PC51 > 0.07648648
    ->  class 1\|1  [0.959]

Rule 48/138: (20.9, lift 16.3)
    PC2 > 2.231518
    PC3 > 1.640775
    PC16 <= 0.5655206
    PC47 <= -0.295758
    PC51 > 0.07648648
    ->  class 1\|1  [0.956]

Rule 48/139: (62.2/2, lift 16.3)
    PC2 > 2.231518
    PC3 > 1.640775
    PC16 <= 0.5655206
    PC22 > 0.1221173
    PC93 > -0.4063965
    PC94 > 0.07238812
    ->  class 1\|1  [0.953]

Rule 48/140: (24.8/0.4, lift 16.2)
    PC2 > 2.231518
    PC3 > 1.640775
    PC12 > -0.7564321
    PC13 > 0.1202108
    PC16 <= 0.5655206
    PC67 > -0.5438395
    PC93 > -0.4063965
    ->  class 1\|1  [0.946]

Rule 48/141: (16, lift 16.1)
    PC2 > 2.231518
    PC3 > 1.640775
    PC16 <= 0.5655206
    PC22 <= 0.1221173
    PC51 > 0.07648648
    PC95 <= 0.3782978
    ->  class 1\|1  [0.944]

Rule 48/142: (287.7/17.2, lift 16.0)
    PC1 > -0.2831207
    PC2 <= 2.231518
    PC10 > 0.08925983
    PC15 > -3.907995
    PC16 <= -2.557459
    PC28 <= 0.2840581
    PC33 > -1.114879
    PC40 > -1.362599
    PC78 > -0.2445637
    PC83 <= 0.5634667
    PC95 > -0.6146882
    PC99 <= 1.432967
    ->  class 1\|1  [0.937]

Rule 48/143: (31.3/1.2, lift 15.9)
    PC1 > -0.2019541
    PC3 > 0.282448
    PC16 > -2.557459
    PC18 > 0.1208674
    PC19 > 0.8819153
    PC21 <= 0.820407
    PC38 <= 0.3228078
    ->  class 1\|1  [0.934]

Rule 48/144: (8.1, lift 15.4)
    PC2 > 2.231518
    PC3 > 1.640775
    PC16 <= 0.5655206
    PC86 <= -2.243445
    PC93 > -0.4063965
    ->  class 1\|1  [0.901]

Rule 48/145: (24.8/2.4, lift 14.9)
    PC2 <= 2.231518
    PC3 > 1.912505
    PC6 <= 0.02855038
    PC7 <= 2.829017
    PC16 > -2.557459
    PC16 <= 3.26421
    ->  class 1\|1  [0.872]

Rule 48/146: (63.3/10.1, lift 14.2)
    PC1 > -0.2831207
    PC7 <= 2.829017
    PC9 > 1.949768
    PC18 <= 0.1208674
    PC40 > 0.4116391
    PC44 <= 0.2459966
    PC45 > -0.4300224
    PC68 <= 0.5907545
    ->  class 1\|1  [0.829]

Rule 48/147: (22.9/3.3, lift 14.1)
    PC2 <= 2.231518
    PC7 > 2.829017
    PC8 <= 2.930057
    PC10 <= 0.8569955
    PC16 > -2.557459
    PC44 <= 1.405561
    PC68 > 1.052754
    ->  class 1\|1  [0.829]

Rule 48/148: (18.9/3.1, lift 13.8)
    PC1 > -0.2831207
    PC2 <= 2.231518
    PC7 > 2.829017
    PC10 > 0.8569955
    PC16 > -2.557459
    ->  class 1\|1  [0.806]

Rule 48/149: (49.2/9.4, lift 13.6)
    PC6 > 7.471952
    PC16 <= -2.557459
    ->  class 1\|1  [0.797]

Rule 48/150: (10.5/2.1, lift 12.9)
    PC2 > 2.231518
    PC3 > 1.640775
    PC16 > 0.5655206
    PC58 <= -0.7329288
    ->  class 1\|1  [0.756]

Rule 48/151: (171.4/44.2, lift 12.6)
    PC1 > 7.712098
    PC6 <= 0.02855038
    PC7 <= 2.829017
    PC8 > -3.691019
    PC16 > -2.557459
    ->  class 1\|1  [0.739]

Rule 48/152: (35.2/11.7, lift 11.2)
    PC1 > -0.2831207
    PC2 <= 2.231518
    PC8 > -3.691019
    PC82 <= -0.7688722
    ->  class 1\|1  [0.657]

Rule 48/153: (20.5/9.2, lift 9.3)
    PC1 <= -0.2831207
    PC2 > -0.9809387
    PC2 <= 2.231518
    PC8 > 0.07614408
    PC8 <= 1.146677
    PC36 > 0.09076007
    PC74 > -0.3609722
    ->  class 1\|1  [0.546]

Rule 48/154: (185, lift 15.2)
    PC1 > -0.2831207
    PC2 <= 1.296361
    PC6 > 0.02855038
    PC16 > -2.557459
    PC18 <= 0.1208674
    PC28 > -0.4898288
    PC45 <= -0.4300224
    PC68 <= 0.5907545
    ->  class 1\|2  [0.995]

Rule 48/155: (150.9, lift 15.1)
    PC1 > -0.2831207
    PC6 > 0.02855038
    PC7 <= 1.189706
    PC8 > -3.691019
    PC9 <= 1.949768
    PC14 <= 0.6645313
    PC18 <= 0.1208674
    PC55 > 0.6873013
    PC82 > -0.7688722
    ->  class 1\|2  [0.993]

Rule 48/156: (144.9, lift 15.1)
    PC1 > -0.2831207
    PC6 > 0.02855038
    PC7 > 1.189706
    PC7 <= 2.829017
    PC19 <= -0.6005948
    PC44 <= 0.2459966
    PC99 > -0.7262758
    ->  class 1\|2  [0.993]

Rule 48/157: (103.8, lift 15.1)
    PC1 > -0.2831207
    PC2 <= 2.231518
    PC6 > 0.02855038
    PC7 <= 1.189706
    PC8 > -3.691019
    PC9 <= 1.949768
    PC66 <= -0.3963193
    ->  class 1\|2  [0.991]

Rule 48/158: (101.1, lift 15.1)
    PC1 > -0.2831207
    PC6 > 0.02855038
    PC8 > -3.691019
    PC18 <= 0.1208674
    PC44 <= 0.2459966
    PC61 > 0.6979577
    PC82 > -0.7688722
    ->  class 1\|2  [0.990]

Rule 48/159: (86.4, lift 15.1)
    PC1 > -0.2831207
    PC6 > 0.02855038
    PC7 <= 2.829017
    PC8 > -3.691019
    PC9 <= 1.949768
    PC14 <= 0.6645313
    PC18 <= 0.1208674
    PC43 <= -1.319403
    PC68 > -2.484912
    ->  class 1\|2  [0.989]

Rule 48/160: (304.6/2.5, lift 15.1)
    PC1 > -0.2831207
    PC2 <= 2.231518
    PC6 > 0.02855038
    PC7 <= 2.829017
    PC8 > -3.691019
    PC11 <= 8.670343
    PC16 <= 5.583865
    PC18 <= 0.1208674
    PC28 > -0.4898288
    PC68 > 0.5907545
    PC82 > -0.7688722
    ->  class 1\|2  [0.989]

Rule 48/161: (77.4, lift 15.1)
    PC1 > -0.2831207
    PC2 <= 2.231518
    PC7 <= 2.829017
    PC8 > 2.191673
    PC9 <= 1.949768
    PC18 <= 0.1208674
    PC44 <= 1.405561
    PC100 > -0.004760643
    ->  class 1\|2  [0.987]

Rule 48/162: (144.7/1.2, lift 15.0)
    PC1 > -0.2831207
    PC2 <= 2.231518
    PC6 > 0.02855038
    PC7 <= 2.829017
    PC8 > -3.691019
    PC14 <= 0.6645313
    PC16 > -2.557459
    PC18 <= 0.1208674
    PC43 > -1.319403
    PC44 <= 0.2459966
    PC82 > -0.7688722
    PC84 > 0.1923653
    ->  class 1\|2  [0.985]

Rule 48/163: (47.2, lift 14.9)
    PC1 > -0.2831207
    PC6 > 0.02855038
    PC9 > 1.949768
    PC16 > -2.557459
    PC18 <= 0.1208674
    PC40 <= 0.4116391
    PC44 <= 0.2459966
    ->  class 1\|2  [0.980]

Rule 48/164: (39.8, lift 14.9)
    PC1 > -0.2831207
    PC6 > 0.02855038
    PC7 <= 2.829017
    PC16 > -2.557459
    PC19 <= -1.445436
    PC44 > 0.2459966
    PC86 > 0.01969295
    ->  class 1\|2  [0.976]

Rule 48/165: (32.8, lift 14.8)
    PC1 > -0.2831207
    PC2 <= 2.231518
    PC18 <= 0.1208674
    PC50 <= -0.8234235
    PC68 <= 0.5907545
    PC82 > -0.7688722
    ->  class 1\|2  [0.971]

Rule 48/166: (102/3.4, lift 14.6)
    PC1 > -0.2831207
    PC18 <= 0.1208674
    PC68 <= -2.484912
    ->  class 1\|2  [0.958]

Rule 48/167: (18.8, lift 14.5)
    PC1 > -0.2831207
    PC2 <= 2.231518
    PC7 <= 2.829017
    PC100 > -0.004760643
    PC100 <= 0.003668455
    ->  class 1\|2  [0.952]

Rule 48/168: (228.3/10.8, lift 14.5)
    PC2 > 2.231518
    PC3 > 1.640775
    PC10 > -0.5134947
    PC14 > -1.673445
    PC16 > 0.5655206
    PC16 <= 7.884744
    PC36 <= 0.04903745
    PC58 > -0.7329288
    ->  class 1\|2  [0.949]

Rule 48/169: (42.5/1.8, lift 14.3)
    PC1 > -0.2831207
    PC8 <= -3.691019
    PC19 <= -1.607163
    ->  class 1\|2  [0.936]

Rule 48/170: (17.8/0.4, lift 14.2)
    PC3 > 1.640775
    PC15 > -0.4111427
    PC16 > 0.5655206
    PC19 > -0.6807034
    PC36 > 0.04903745
    ->  class 1\|2  [0.928]

Rule 48/171: (11.2, lift 14.1)
    PC1 > -0.2831207
    PC7 > 1.051587
    PC7 <= 1.189706
    PC14 <= 0.6645313
    PC18 <= 0.1208674
    PC44 <= 0.2459966
    ->  class 1\|2  [0.924]

Rule 48/172: (32.1/1.8, lift 14.0)
    PC2 > 2.231518
    PC16 > 0.5655206
    PC19 <= -0.6807034
    ->  class 1\|2  [0.919]

Rule 48/173: (9.4, lift 13.9)
    PC2 > 2.231518
    PC3 > 1.640775
    PC15 <= 0.4240936
    PC16 <= 0.5655206
    PC51 <= -0.3344619
    ->  class 1\|2  [0.912]

Rule 48/174: (9.6/0.1, lift 13.8)
    PC2 > 2.231518
    PC3 > 1.640775
    PC51 <= 0.07648648
    PC84 <= -0.5049585
    ->  class 1\|2  [0.904]

Rule 48/175: (8.3, lift 13.8)
    PC1 > 7.712098
    PC6 <= 0.02855038
    PC28 > 0.2592985
    PC44 <= 1.405561
    ->  class 1\|2  [0.903]

Rule 48/176: (8, lift 13.7)
    PC2 > 2.231518
    PC3 > 1.640775
    PC16 <= 0.5655206
    PC44 <= -0.5376004
    PC51 <= 0.07648648
    ->  class 1\|2  [0.900]

Rule 48/177: (117.6/12.2, lift 13.6)
    PC1 > -0.2831207
    PC2 <= 2.231518
    PC6 > 0.02855038
    PC9 <= 1.949768
    PC39 > -0.0122786
    PC44 <= 0.2459966
    PC52 > 0.1482874
    PC100 > -0.004760643
    ->  class 1\|2  [0.889]

Rule 48/178: (6.1, lift 13.4)
    PC2 <= 2.231518
    PC6 <= 0.02855038
    PC7 <= 2.829017
    PC16 > 3.26421
    PC38 <= 0.1104617
    ->  class 1\|2  [0.876]

Rule 48/179: (5.1, lift 13.1)
    PC1 <= -0.2831207
    PC2 <= 2.231518
    PC7 > 0.6238378
    PC8 > -2.366995
    PC8 <= 0.07614408
    PC32 > 1.590739
    ->  class 1\|2  [0.859]

Rule 48/180: (4, lift 12.7)
    PC2 > 2.231518
    PC3 > 1.640775
    PC16 <= 0.5655206
    PC72 <= -1.307414
    ->  class 1\|2  [0.833]

Rule 48/181: (17.4/4.8, lift 10.7)
    PC2 > 2.231518
    PC3 > 1.640775
    PC34 <= -0.3168284
    PC51 <= -0.3344619
    ->  class 1\|2  [0.700]

Rule 48/182: (177.3/1.4, lift 15.9)
    PC1 > -0.2831207
    PC6 > 0.02855038
    PC7 <= 1.189706
    PC8 > -3.691019
    PC14 > 0.6645313
    PC16 > -2.557459
    PC18 <= 0.1208674
    PC44 <= 0.2459966
    PC45 > -0.4300224
    PC50 > -0.8234235
    PC61 <= 0.6979577
    PC66 > -0.3963193
    PC68 <= 0.5907545
    ->  class 1\|3  [0.986]

Rule 48/183: (59.2/0.1, lift 15.8)
    PC1 > -0.2831207
    PC2 <= 2.231518
    PC6 > 0.02855038
    PC7 <= 1.189706
    PC8 > -3.691019
    PC8 <= 2.191673
    PC18 <= 0.1208674
    PC39 <= -0.0122786
    PC44 <= 0.2459966
    PC55 <= 0.6873013
    PC68 <= 0.5907545
    PC84 <= 0.1923653
    PC100 > 0.003668455
    ->  class 1\|3  [0.982]

Rule 48/184: (64.8/0.9, lift 15.7)
    PC1 > -0.2831207
    PC2 <= 2.231518
    PC6 <= 0.02855038
    PC7 <= 2.829017
    PC16 > 3.26421
    PC38 > 0.1104617
    ->  class 1\|3  [0.972]

Rule 48/185: (128.7/3.8, lift 15.5)
    PC1 > -0.2831207
    PC6 > 0.02855038
    PC7 <= 1.051587
    PC8 > -3.691019
    PC9 <= 1.949768
    PC14 <= 0.6645313
    PC18 <= 0.1208674
    PC43 > -1.319403
    PC44 <= 0.2459966
    PC55 <= 0.6873013
    PC66 > -0.3963193
    PC68 > -2.484912
    PC68 <= 0.5907545
    PC100 <= -0.004760643
    ->  class 1\|3  [0.963]

Rule 48/186: (58.4/1.4, lift 15.5)
    PC1 > -0.2019541
    PC2 <= 2.231518
    PC3 > 0.282448
    PC6 > 0.02855038
    PC16 > -2.557459
    PC18 > 0.1208674
    PC19 <= 0.8819153
    PC21 <= 0.820407
    PC38 <= 0.3228078
    PC60 > -0.839197
    ->  class 1\|3  [0.961]

Rule 48/187: (12.5, lift 15.0)
    PC1 > -0.2831207
    PC2 <= 2.231518
    PC6 > 0.02855038
    PC7 > 1.189706
    PC16 > -2.557459
    PC44 <= 0.2459966
    PC68 <= 0.5907545
    PC99 <= -0.7262758
    ->  class 1\|3  [0.931]

Rule 48/188: (29.5/1.3, lift 15.0)
    PC1 > -0.2831207
    PC2 <= 2.231518
    PC16 > 5.583865
    PC68 > 0.5907545
    ->  class 1\|3  [0.927]

Rule 48/189: (90.3/6.1, lift 14.9)
    PC1 > -0.2831207
    PC2 <= 2.231518
    PC6 > 0.02855038
    PC7 <= 1.189706
    PC8 > -3.691019
    PC8 <= 2.191673
    PC18 <= 0.1208674
    PC44 <= 0.2459966
    PC50 > -0.8234235
    PC52 <= 0.1482874
    PC55 <= 0.6873013
    PC84 <= 0.1923653
    PC100 > 0.003668455
    ->  class 1\|3  [0.923]

Rule 48/190: (52/3.7, lift 14.7)
    PC1 > -0.2831207
    PC6 > 0.02855038
    PC19 <= -1.445436
    PC44 > 0.2459966
    PC45 > -0.4300224
    PC68 <= 0.5907545
    PC86 <= 0.01969295
    ->  class 1\|3  [0.914]

Rule 48/191: (194.5/20.2, lift 14.4)
    PC2 > 2.231518
    PC3 > 1.640775
    PC15 <= -0.4111427
    PC19 > -0.6807034
    PC36 > 0.04903745
    ->  class 1\|3  [0.892]

Rule 48/192: (38.2/3.4, lift 14.4)
    PC1 > -0.2831207
    PC6 > 0.02855038
    PC16 > 1.413509
    PC44 > 0.2459966
    PC45 > -0.4300224
    PC68 <= 0.5907545
    ->  class 1\|3  [0.889]

Rule 48/193: (12.7/0.7, lift 14.3)
    PC2 > 2.231518
    PC16 > 7.884744
    PC36 <= 0.04903745
    ->  class 1\|3  [0.887]

Rule 48/194: (3.9, lift 13.4)
    PC2 > 2.231518
    PC3 > 1.640775
    PC10 <= -0.5134947
    PC16 > 0.5655206
    PC36 <= 0.04903745
    ->  class 1\|3  [0.829]

Rule 48/195: (88.1/0.5, lift 12.7)
    PC8 > 2.293971
    PC11 > -0.9337804
    PC18 > -0.327332
    PC66 > -0.8373987
    PC84 > -0.5573153
    PC89 > 0.4955153
    ->  class 2\|0  [0.983]

Rule 48/196: (86.4/1.2, lift 12.5)
    PC1 <= -0.2831207
    PC2 > -0.9809387
    PC2 <= 2.231518
    PC8 > 1.146677
    PC24 <= 1.571487
    PC36 > 0.09076007
    PC74 > -0.3609722
    PC75 <= 0.9745336
    ->  class 2\|0  [0.975]

Rule 48/197: (74.5/1.3, lift 12.5)
    PC1 > -0.2831207
    PC1 <= 16.45006
    PC2 <= 2.231518
    PC5 <= 3.776605
    PC8 > -3.691019
    PC44 > 1.405561
    PC71 > -0.7803868
    ->  class 2\|0  [0.970]

Rule 48/198: (17.2, lift 12.2)
    PC1 > -0.2019541
    PC1 <= 7.712098
    PC3 <= 1.912505
    PC6 <= 0.02855038
    PC8 > 1.122945
    PC31 <= 0.3108672
    PC43 <= 0.9684905
    PC44 <= 1.405561
    ->  class 2\|0  [0.948]

Rule 48/199: (316.2/19.1, lift 12.1)
    PC1 <= -0.2831207
    PC8 > 2.293971
    PC18 > -0.327332
    PC19 <= -0.1023379
    PC23 <= 1.049265
    PC32 > 0.2402195
    PC52 <= 0.05123396
    PC66 > -0.8373987
    PC84 > -0.5573153
    ->  class 2\|0  [0.937]

Rule 48/200: (596.3/37.2, lift 12.0)
    PC1 <= -0.2831207
    PC8 > 2.293971
    PC11 > -0.9337804
    PC18 > -0.327332
    PC25 <= 0.2050813
    PC28 <= 0.1391531
    PC34 <= 0.4274137
    PC41 <= 1.662125
    PC60 > -0.2222995
    PC70 <= 0.155108
    PC84 > -0.5573153
    ->  class 2\|0  [0.936]

Rule 48/201: (13.3, lift 12.0)
    PC2 <= -0.9809387
    PC8 > 1.190092
    PC8 <= 2.293971
    PC11 > -0.7345745
    PC57 > 0.112213
    PC62 <= -1.460659
    ->  class 2\|0  [0.934]

Rule 48/202: (330.5/22.4, lift 12.0)
    PC8 > 2.293971
    PC11 > -0.9337804
    PC18 > -0.327332
    PC25 <= 0.2050813
    PC28 <= 0.1391531
    PC35 > 0.1892978
    PC41 <= 1.662125
    PC60 > -0.2222995
    PC70 <= 0.155108
    PC80 > -0.5746585
    ->  class 2\|0  [0.930]

Rule 48/203: (24.9/2.1, lift 11.4)
    PC1 <= -0.2831207
    PC8 > 2.293971
    PC11 > -0.9337804
    PC18 > -0.327332
    PC56 <= -0.3400541
    PC66 > -0.8373987
    PC70 > 0.155108
    PC84 > -0.5573153
    ->  class 2\|0  [0.886]

Rule 48/204: (135.1/15.4, lift 11.3)
    PC1 <= -0.2831207
    PC2 <= 2.231518
    PC8 > 0.07614408
    PC24 > 0.3545233
    PC24 <= 1.571487
    PC57 > 0.112213
    ->  class 2\|0  [0.881]

Rule 48/205: (1479.3/984, lift 4.3)
    PC1 > -0.2831207
    PC1 <= -0.2019541
    PC2 <= 2.231518
    ->  class 2\|0  [0.335]

Rule 48/206: (102.1, lift 10.3)
    PC1 <= -0.2831207
    PC8 > 2.293971
    PC11 <= -0.9337804
    ->  class 2\|1  [0.990]

Rule 48/207: (87.5, lift 10.3)
    PC1 <= -0.2831207
    PC2 <= -0.9809387
    PC8 > 0.2110176
    PC8 <= 1.524369
    PC12 > -1.945252
    PC20 > -0.2280973
    PC22 > -0.7427934
    PC31 > -1.120177
    PC55 <= 0.1142869
    PC57 <= 0.112213
    PC81 > -0.4734708
    ->  class 2\|1  [0.989]

Rule 48/208: (81.1, lift 10.3)
    PC1 <= -0.2831207
    PC8 > 2.293971
    PC56 > -0.3400541
    PC70 > 0.155108
    ->  class 2\|1  [0.988]

Rule 48/209: (70.8, lift 10.2)
    PC1 <= -0.2831207
    PC2 <= 2.231518
    PC8 > 0.07614408
    PC31 > -1.120177
    PC32 <= 0.9118518
    PC59 > 0.654796
    ->  class 2\|1  [0.986]

Rule 48/210: (118.6/0.8, lift 10.2)
    PC1 <= -0.2831207
    PC8 > 2.293971
    PC25 <= 0.2050813
    PC52 > 0.05123396
    PC60 <= -0.2222995
    ->  class 2\|1  [0.985]

Rule 48/211: (206.5/2.2, lift 10.2)
    PC1 <= -0.2831207
    PC8 > 2.293971
    PC19 > -0.1023379
    PC60 <= -0.2222995
    PC89 <= 0.4955153
    ->  class 2\|1  [0.985]

Rule 48/212: (75.8/0.3, lift 10.2)
    PC1 <= -0.2831207
    PC2 <= -0.9809387
    PC8 > 0.07614408
    PC8 <= 1.524369
    PC31 > -1.120177
    PC32 > 0.9118518
    PC47 > -0.1983162
    ->  class 2\|1  [0.983]

Rule 48/213: (51.1, lift 10.2)
    PC1 <= -0.2831207
    PC2 <= -0.9809387
    PC8 > 0.07614408
    PC8 <= 1.190092
    PC24 <= 0.3545233
    PC57 > 0.112213
    PC95 <= -0.114977
    ->  class 2\|1  [0.981]

Rule 48/214: (49.9, lift 10.2)
    PC1 > -0.2831207
    PC2 <= 2.231518
    PC8 > -3.691019
    PC16 <= 9.101321
    PC44 > 1.405561
    PC71 <= -0.7803868
    ->  class 2\|1  [0.981]

Rule 48/215: (44.3, lift 10.2)
    PC1 <= -0.2831207
    PC2 <= 2.231518
    PC4 <= -0.4850174
    PC8 <= 2.293971
    ->  class 2\|1  [0.978]

Rule 48/216: (48.7/0.2, lift 10.1)
    PC1 <= -0.2831207
    PC8 > 2.293971
    PC66 <= -0.8373987
    ->  class 2\|1  [0.977]

Rule 48/217: (154.9/3.2, lift 10.1)
    PC1 <= -0.2831207
    PC7 <= 0.9507787
    PC8 > 0.2110176
    PC8 <= 2.293971
    PC12 > -1.945252
    PC20 > -0.2280973
    PC22 > -0.7427934
    PC27 > -0.2720846
    PC31 > -1.120177
    PC32 <= 0.9118518
    PC57 <= 0.112213
    PC81 > -0.4734708
    ->  class 2\|1  [0.974]

Rule 48/218: (34.1, lift 10.1)
    PC1 <= -0.2831207
    PC2 > -0.9809387
    PC2 <= 2.231518
    PC8 > 0.07614408
    PC8 <= 2.293971
    PC74 <= -0.3609722
    ->  class 2\|1  [0.972]

Rule 48/219: (66.2/1, lift 10.1)
    PC1 <= -0.2831207
    PC8 > 2.293971
    PC18 <= -0.327332
    PC23 <= 1.049265
    PC24 <= 1.259521
    ->  class 2\|1  [0.970]

Rule 48/220: (26.8, lift 10.0)
    PC1 <= -0.2831207
    PC8 > 0.07614408
    PC19 <= -2.226498
    PC22 <= -0.7427934
    ->  class 2\|1  [0.965]

Rule 48/221: (25.5, lift 10.0)
    PC1 <= -0.2831207
    PC2 <= 2.231518
    PC8 > 0.07614408
    PC8 <= 1.190092
    PC24 <= 0.3545233
    PC57 > 0.112213
    PC63 <= -0.01178659
    PC80 > -0.101289
    ->  class 2\|1  [0.964]

Rule 48/222: (25.4, lift 10.0)
    PC2 <= 2.231518
    PC8 > 0.07614408
    PC48 > 3.819473
    ->  class 2\|1  [0.963]

Rule 48/223: (91.4/2.6, lift 10.0)
    PC1 <= -0.2831207
    PC8 > 2.293971
    PC19 <= -0.1023379
    PC23 <= 1.049265
    PC25 <= 0.2050813
    PC32 <= 0.2402195
    PC60 <= -0.2222995
    ->  class 2\|1  [0.961]

Rule 48/224: (35/0.5, lift 10.0)
    PC1 <= -0.2831207
    PC8 > 2.293971
    PC84 <= -0.5573153
    ->  class 2\|1  [0.960]

Rule 48/225: (51.6/1.4, lift 9.9)
    PC1 <= -0.2831207
    PC2 <= -0.9809387
    PC8 > 0.07614408
    PC8 <= 2.293971
    PC20 <= -0.2280973
    PC24 <= 1.571487
    PC57 <= 0.112213
    PC85 > -1.58448
    ->  class 2\|1  [0.955]

Rule 48/226: (124.2/5.7, lift 9.8)
    PC1 <= -0.2831207
    PC2 <= -0.9809387
    PC8 > 0.07614408
    PC8 <= 2.293971
    PC12 > -2.154582
    PC13 > -0.05887304
    PC22 <= -0.7427934
    PC23 <= 2.378127
    PC28 <= 0.02350139
    PC31 > -1.120177
    PC47 <= 0.6756617
    PC50 > -0.6482503
    PC65 > -0.4527642
    PC74 > -0.590564
    PC77 > -0.3707917
    ->  class 2\|1  [0.947]

Rule 48/227: (49.4/2.3, lift 9.7)
    PC1 <= -0.2831207
    PC8 > 2.293971
    PC28 > 0.1391531
    ->  class 2\|1  [0.936]

Rule 48/228: (39.3/1.9, lift 9.7)
    PC1 <= -0.2831207
    PC8 > 2.293971
    PC34 > 0.4274137
    PC35 <= 0.1892978
    ->  class 2\|1  [0.930]

Rule 48/229: (67.6/3.9, lift 9.7)
    PC1 <= -0.2831207
    PC2 <= -0.9809387
    PC8 > 0.07614408
    PC8 <= 1.190092
    PC24 <= 0.3545233
    PC57 > 0.112213
    PC63 > -0.01178659
    ->  class 2\|1  [0.929]

Rule 48/230: (71/4.4, lift 9.6)
    PC1 <= -0.2831207
    PC2 <= 2.231518
    PC4 <= -0.3666233
    PC8 > -2.366995
    PC28 > 0.07878262
    PC57 > -0.0158885
    ->  class 2\|1  [0.926]

Rule 48/231: (11.4, lift 9.6)
    PC1 > -0.2831207
    PC1 <= -0.2019541
    PC2 <= 2.231518
    PC8 > -1.658778
    PC28 <= 0.009741588
    PC87 <= -0.2287902
    ->  class 2\|1  [0.925]

Rule 48/232: (265.5/19.8, lift 9.6)
    PC1 <= -0.2831207
    PC2 <= -0.9809387
    PC7 > 0.1452274
    PC8 > 1.524369
    PC8 <= 2.293971
    PC24 <= 1.571487
    PC40 > -1.442553
    PC57 <= 0.112213
    PC70 <= 0.2935769
    ->  class 2\|1  [0.922]

Rule 48/233: (41.2/2.6, lift 9.5)
    PC1 <= -0.2831207
    PC8 > 2.293971
    PC18 > -0.327332
    PC25 > 0.2050813
    ->  class 2\|1  [0.917]

Rule 48/234: (8.7, lift 9.4)
    PC1 > -0.2019541
    PC1 <= 7.712098
    PC6 <= 0.02855038
    PC7 <= 2.829017
    PC8 > -3.691019
    PC16 <= 3.26421
    PC31 > 0.3108672
    PC44 <= 1.405561
    ->  class 2\|1  [0.906]

Rule 48/235: (134/15.6, lift 9.1)
    PC1 <= -0.2831207
    PC2 <= -0.9809387
    PC8 > 1.190092
    PC8 <= 2.293971
    PC11 > -0.7345745
    PC24 <= 0.3545233
    PC57 > 0.112213
    PC62 > -1.460659
    ->  class 2\|1  [0.878]

Rule 48/236: (10.7/0.6, lift 9.1)
    PC1 <= -0.2831207
    PC2 > -0.9809387
    PC2 <= 2.231518
    PC8 > 0.07614408
    PC75 > 0.9745336
    ->  class 2\|1  [0.874]

Rule 48/237: (38.5/4.8, lift 8.9)
    PC1 <= -0.2831207
    PC2 <= 2.231518
    PC7 <= 0.6238378
    PC8 > -2.366995
    PC8 <= 0.07614408
    PC19 > -3.647172
    PC32 > 1.590739
    PC41 <= 4.386878
    ->  class 2\|1  [0.857]

Rule 48/238: (22.3/2.5, lift 8.9)
    PC1 <= -0.2831207
    PC8 > 2.293971
    PC41 > 1.662125
    PC70 <= 0.155108
    ->  class 2\|1  [0.856]

Rule 48/239: (11/1.3, lift 8.6)
    PC1 <= -0.2831207
    PC2 <= 2.231518
    PC4 <= 0.06447037
    PC8 > -2.366995
    PC8 <= 0.07614408
    PC10 <= 0.0131954
    PC28 > 0.07878262
    ->  class 2\|1  [0.824]

Rule 48/240: (23.6/3.7, lift 8.5)
    PC1 <= -0.2831207
    PC2 <= 2.231518
    PC4 <= 0.06447037
    PC8 > -1.551133
    PC8 <= 0.07614408
    PC28 > 0.07878262
    PC59 <= -0.6643222
    PC97 <= 0.4459717
    ->  class 2\|1  [0.817]

Rule 48/241: (27.8/5.2, lift 8.2)
    PC8 > 2.293971
    PC11 > -0.9337804
    PC23 <= 1.049265
    PC34 > 0.4274137
    PC80 <= -0.5746585
    ->  class 2\|1  [0.792]

Rule 48/242: (19/5.6, lift 7.1)
    PC1 <= -0.2831207
    PC2 <= 2.231518
    PC8 > -2.366995
    PC8 <= 0.07614408
    PC24 <= -0.2445945
    PC43 > -1.343211
    PC57 <= -0.0158885
    PC64 <= -0.1138732
    ->  class 2\|1  [0.685]

Rule 48/243: (58.5/18.3, lift 7.1)
    PC2 <= 2.231518
    PC8 > -2.366995
    PC32 <= 1.590739
    PC57 <= -0.0158885
    PC71 > 1.938841
    ->  class 2\|1  [0.680]

Rule 48/244: (40.3/15.2, lift 6.4)
    PC1 <= -0.2831207
    PC2 <= 2.231518
    PC8 > -2.366995
    PC45 > 0.326501
    PC57 <= -0.0158885
    PC71 <= 1.938841
    ->  class 2\|1  [0.617]

Rule 48/245: (25.2/10.2, lift 6.1)
    PC1 <= -0.2831207
    PC2 <= 2.231518
    PC8 > -2.366995
    PC66 > 0.7005113
    PC96 <= -1.055575
    ->  class 2\|1  [0.587]

Rule 48/246: (22.2/10.1, lift 5.6)
    PC1 <= -0.2831207
    PC2 <= 2.231518
    PC3 <= -1.644617
    PC8 <= 0.07614408
    PC57 <= -0.0158885
    ->  class 2\|1  [0.540]

Rule 48/247: (615.9/303.7, lift 5.3)
    PC3 <= 0.282448
    PC6 > 0.02855038
    PC8 > 0.1080783
    PC16 > -2.557459
    PC18 > 0.1208674
    ->  class 2\|1  [0.507]

Rule 48/248: (166, lift 9.7)
    PC1 <= -0.2831207
    PC2 <= 2.231518
    PC8 <= 1.524369
    PC19 > -2.226498
    PC22 <= -0.7427934
    PC32 <= 0.9118518
    PC57 <= 0.112213
    PC77 <= -0.3707917
    ->  class 2\|2  [0.994]

Rule 48/249: (89/0.2, lift 9.6)
    PC1 <= -0.2831207
    PC2 <= 2.231518
    PC8 > -2.366995
    PC8 <= 0.07614408
    PC10 > -0.3745408
    PC16 > -0.2373615
    PC18 <= 0.04163619
    PC28 <= 0.07878262
    PC29 <= 0.2775553
    PC44 <= 0.4351138
    PC57 > -0.0158885
    PC61 > -1.368109
    PC63 > -0.3677786
    PC64 <= 1.155266
    PC78 > -0.3512403
    ->  class 2\|2  [0.987]

Rule 48/250: (57.3, lift 9.6)
    PC1 > -0.2831207
    PC1 <= 7.712098
    PC2 <= 2.231518
    PC6 <= 0.02855038
    PC7 > 0.421838
    PC7 <= 2.829017
    PC8 <= 1.122945
    PC16 <= 3.26421
    PC31 <= 0.3108672
    PC43 <= 0.9684905
    ->  class 2\|2  [0.983]

Rule 48/251: (107.9/0.8, lift 9.6)
    PC1 <= -0.2831207
    PC2 <= 2.231518
    PC8 > -2.366995
    PC8 <= 0.07614408
    PC10 > -0.3745408
    PC16 > -0.2373615
    PC26 > 0.5737309
    PC28 <= 0.07878262
    PC29 <= 0.2775553
    PC32 <= 1.590739
    PC44 <= 0.4351138
    PC57 > -0.0158885
    PC61 > -1.368109
    PC63 > -0.3677786
    PC66 <= 0.7005113
    PC78 > -0.3512403
    PC85 <= 0.8082542
    ->  class 2\|2  [0.983]

Rule 48/252: (40.1, lift 9.5)
    PC1 <= -0.2831207
    PC2 <= -0.9809387
    PC7 > 0.9507787
    PC8 <= 1.524369
    PC20 > -0.2280973
    PC22 > -0.7427934
    PC32 <= 0.9118518
    PC81 > -0.4734708
    ->  class 2\|2  [0.976]

Rule 48/253: (148.9/2.9, lift 9.5)
    PC1 <= -0.2831207
    PC2 <= 2.231518
    PC3 <= -0.003932531
    PC8 > -2.228738
    PC8 <= 0.07614408
    PC10 > -0.3745408
    PC16 > -0.2373615
    PC28 <= 0.07878262
    PC32 <= 1.590739
    PC44 <= 0.4351138
    PC57 > -0.0158885
    PC61 > -1.368109
    PC63 > -0.3677786
    PC64 <= 1.155266
    PC74 <= 0.2588171
    PC78 > -0.3512403
    ->  class 2\|2  [0.974]

Rule 48/254: (33, lift 9.5)
    PC1 <= -0.2831207
    PC2 <= 2.231518
    PC8 > 0.07614408
    PC23 > 2.378127
    ->  class 2\|2  [0.971]

Rule 48/255: (18.9, lift 9.3)
    PC1 <= -0.2831207
    PC8 > -2.366995
    PC8 <= 0.07614408
    PC32 > 1.590739
    PC41 > 4.386878
    ->  class 2\|2  [0.952]

Rule 48/256: (35.2/0.8, lift 9.3)
    PC1 <= -0.2831207
    PC8 <= -2.366995
    PC39 > 0.2899753
    PC43 <= -0.218724
    PC64 > 0.2399279
    ->  class 2\|2  [0.952]

Rule 48/257: (65.5/3.8, lift 9.0)
    PC1 <= -0.2831207
    PC4 > -0.3666233
    PC4 <= 0.06447037
    PC8 > -1.551133
    PC8 <= 0.07614408
    PC10 > 0.0131954
    PC28 > 0.07878262
    PC57 > -0.0158885
    PC59 > -0.6643222
    PC97 <= 0.4459717
    ->  class 2\|2  [0.929]

Rule 48/258: (32.3/1.5, lift 9.0)
    PC8 > -3.440398
    PC8 <= -2.366995
    PC26 > 2.588871
    PC43 <= -0.218724
    PC71 > -0.3712391
    ->  class 2\|2  [0.926]

Rule 48/259: (67.9/4.6, lift 9.0)
    PC8 > -2.366995
    PC8 <= 0.07614408
    PC9 > 10.24004
    PC28 <= 0.07878262
    PC32 <= 1.590739
    ->  class 2\|2  [0.920]

Rule 48/260: (11.8/0.4, lift 8.8)
    PC2 <= 2.231518
    PC7 > -0.7966253
    PC8 <= -2.366995
    PC30 <= 0.1066367
    PC57 > -0.2461746
    PC71 <= -0.3712391
    PC92 > 0.3747213
    ->  class 2\|2  [0.902]

Rule 48/261: (27.4/2.5, lift 8.6)
    PC1 <= -0.2831207
    PC8 <= -2.366995
    PC30 > 0.1066367
    PC38 > 0.198645
    PC71 <= -0.3712391
    ->  class 2\|2  [0.883]

Rule 48/262: (44.6/5, lift 8.5)
    PC1 <= -0.2831207
    PC2 <= 2.231518
    PC8 > 0.07614408
    PC8 <= 1.190092
    PC20 <= -0.1537103
    PC24 <= 1.571487
    PC63 <= -0.01178659
    PC80 <= -0.101289
    PC95 > -0.114977
    ->  class 2\|2  [0.871]

Rule 48/263: (100.2/12.3, lift 8.5)
    PC1 <= -0.2831207
    PC2 <= 2.231518
    PC8 > -2.366995
    PC8 <= 0.07614408
    PC90 > 1.184115
    ->  class 2\|2  [0.870]

Rule 48/264: (28.9/12.5, lift 5.5)
    PC1 <= -0.2831207
    PC8 > 1.190092
    PC8 <= 2.293971
    PC11 <= -0.7345745
    PC57 > 0.112213
    ->  class 2\|2  [0.562]

Rule 48/265: (794.3/354.2, lift 5.4)
    PC1 <= -0.2831207
    PC2 <= -0.9809387
    PC8 > 0.07614408
    PC8 <= 1.524369
    PC57 <= 0.112213
    ->  class 2\|2  [0.554]

Rule 48/266: (4077.2/2764.9, lift 3.1)
    PC1 <= -0.2831207
    PC2 <= -0.9809387
    PC57 <= 0.112213
    ->  class 2\|2  [0.322]

Rule 48/267: (153.1, lift 7.8)
    PC1 <= -0.2831207
    PC8 <= -2.366995
    PC9 <= 4.0182
    PC43 > -0.218724
    PC96 > 0.2911013
    ->  class 2\|3  [0.994]

Rule 48/268: (197.3/1, lift 7.8)
    PC2 <= 2.231518
    PC8 > -5.732341
    PC8 <= -2.366995
    PC15 > 0.8615877
    PC19 > -2.918869
    PC43 > -0.218724
    PC71 > -0.3712391
    ->  class 2\|3  [0.990]

Rule 48/269: (95.4, lift 7.8)
    PC1 <= -0.2831207
    PC2 <= 2.231518
    PC8 <= 0.07614408
    PC9 <= 4.0182
    PC15 <= 0.8615877
    PC27 > 0.3540703
    PC78 <= -0.1149013
    PC85 <= 0.8031798
    ->  class 2\|3  [0.990]

Rule 48/270: (92.5, lift 7.8)
    PC1 <= -0.2831207
    PC8 <= -2.366995
    PC43 > -0.218724
    PC85 <= 0.8031798
    PC94 > 0.7989936
    ->  class 2\|3  [0.989]

Rule 48/271: (74.2, lift 7.8)
    PC1 <= -0.2831207
    PC8 <= -2.366995
    PC15 <= 0.8615877
    PC27 > -0.1151797
    PC71 > -0.3712391
    PC82 > 0.1592401
    ->  class 2\|3  [0.987]

Rule 48/272: (61.8, lift 7.8)
    PC2 <= 2.231518
    PC7 > -0.7966253
    PC8 <= -2.366995
    PC30 <= 0.1066367
    PC57 > -0.2461746
    PC71 <= -0.3712391
    PC92 <= 0.3747213
    ->  class 2\|3  [0.984]

Rule 48/273: (283.3/5.2, lift 7.7)
    PC1 <= -0.2831207
    PC7 <= -0.7966253
    PC8 <= -2.366995
    PC20 <= 0.8054562
    PC30 <= 0.1066367
    PC55 <= 1.434774
    PC71 <= -0.3712391
    ->  class 2\|3  [0.978]

Rule 48/274: (43.4, lift 7.7)
    PC1 <= -0.2831207
    PC8 <= -2.366995
    PC47 > -0.4411531
    PC78 <= -0.1149013
    PC85 <= 0.8031798
    PC92 > 0.1642389
    PC96 <= 0.2911013
    ->  class 2\|3  [0.978]

Rule 48/275: (40.4, lift 7.7)
    PC1 <= -0.2831207
    PC8 <= -2.366995
    PC37 <= -0.5306957
    PC43 <= -0.218724
    PC56 > -0.110847
    ->  class 2\|3  [0.976]

Rule 48/276: (133.7/2.2, lift 7.7)
    PC1 <= -0.2831207
    PC8 <= -2.366995
    PC9 <= 4.0182
    PC13 <= 0.5263308
    PC47 > -0.4411531
    PC54 <= -0.2333596
    PC63 <= 0.2285535
    PC71 > -0.3712391
    PC72 <= 0.5798987
    PC85 <= 0.8031798
    ->  class 2\|3  [0.976]

Rule 48/277: (38.4, lift 7.7)
    PC1 <= -0.2831207
    PC8 > -2.366995
    PC8 <= 0.07614408
    PC19 <= -3.647172
    PC95 <= 0.1109738
    ->  class 2\|3  [0.975]

Rule 48/278: (39, lift 7.7)
    PC1 <= -0.2831207
    PC2 <= 2.231518
    PC8 <= 0.07614408
    PC17 <= -0.4170254
    PC28 <= 0.07878262
    PC29 > 0.2775553
    PC57 > -0.0158885
    PC75 <= 0.3043314
    ->  class 2\|3  [0.975]

Rule 48/279: (54.4/0.6, lift 7.7)
    PC3 > -1.644617
    PC8 <= 0.07614408
    PC12 > 4.87245
    PC32 <= 1.590739
    PC57 <= -0.0158885
    PC71 <= 1.938841
    ->  class 2\|3  [0.972]

Rule 48/280: (27.4, lift 7.6)
    PC8 <= -3.440398
    PC26 > 2.588871
    PC43 <= -0.218724
    ->  class 2\|3  [0.966]

Rule 48/281: (95.1/2.4, lift 7.6)
    PC1 <= -0.2831207
    PC2 <= 2.231518
    PC8 > -2.366995
    PC8 <= 0.07614408
    PC19 <= 1.218769
    PC30 <= 0.2335071
    PC43 > -1.343211
    PC45 <= 0.326501
    PC57 <= -0.0158885
    PC64 <= -0.1138732
    PC71 <= 1.938841
    PC80 <= 0.5475113
    ->  class 2\|3  [0.965]

Rule 48/282: (26.1, lift 7.6)
    PC1 <= -0.2831207
    PC2 <= 2.231518
    PC8 > -2.366995
    PC8 <= 0.07614408
    PC10 <= -0.3745408
    PC57 > -0.0158885
    PC68 > -1.684524
    ->  class 2\|3  [0.964]

Rule 48/283: (345.6/13.8, lift 7.6)
    PC1 <= -0.2831207
    PC2 <= 2.231518
    PC8 > -2.366995
    PC8 <= 0.07614408
    PC9 <= 10.24004
    PC15 > -1.224923
    PC28 <= 0.07878262
    PC29 <= 0.2775553
    PC44 > 0.4351138
    PC56 <= 0.3141276
    PC57 > -0.0158885
    PC68 > -1.684524
    PC90 <= 1.184115
    ->  class 2\|3  [0.957]

Rule 48/284: (78.2/2.5, lift 7.5)
    PC1 <= -0.2831207
    PC2 <= 2.231518
    PC8 > -2.366995
    PC8 <= 0.07614408
    PC28 <= 0.07878262
    PC44 <= 0.4351138
    PC57 > -0.0158885
    PC63 <= -0.3677786
    PC66 <= 0.7005113
    PC90 <= 1.184115
    ->  class 2\|3  [0.956]

Rule 48/285: (22.6/0.4, lift 7.5)
    PC1 <= -0.2831207
    PC2 <= 2.231518
    PC24 > 1.571487
    ->  class 2\|3  [0.945]

Rule 48/286: (48.3/2.7, lift 7.3)
    PC1 <= -0.2831207
    PC8 <= -2.366995
    PC37 > -0.5306957
    PC39 > 0.2899753
    PC64 <= 0.2399279
    PC71 > -0.3712391
    ->  class 2\|3  [0.927]

Rule 48/287: (82.3/5.5, lift 7.3)
    PC1 <= -0.2831207
    PC8 <= -2.366995
    PC9 <= 4.0182
    PC13 <= 0.5263308
    PC15 <= 0.8615877
    PC43 > -0.218724
    PC47 > -0.4411531
    PC72 <= 0.5798987
    PC78 > -0.1149013
    ->  class 2\|3  [0.923]

Rule 48/288: (270.5/22.5, lift 7.2)
    PC1 <= -0.2831207
    PC8 <= -2.366995
    PC26 <= 2.588871
    PC37 > -0.5306957
    PC39 <= 0.2899753
    PC43 <= -0.218724
    PC51 <= 0.637553
    PC71 > -0.3712391
    ->  class 2\|3  [0.914]

Rule 48/289: (8.2, lift 7.1)
    PC1 <= -0.2831207
    PC3 > -1.644617
    PC8 > -2.366995
    PC8 <= -1.525338
    PC56 <= -0.137911
    PC57 <= -0.0158885
    PC64 > -0.1138732
    PC71 <= 1.938841
    ->  class 2\|3  [0.898]

Rule 48/290: (6.2, lift 6.9)
    PC1 <= -0.2831207
    PC8 <= 0.07614408
    PC9 <= -4.402143
    PC32 <= 1.590739
    PC57 <= -0.0158885
    ->  class 2\|3  [0.878]

Rule 48/291: (31.4/5.4, lift 6.4)
    PC2 <= 2.231518
    PC8 <= 0.07614408
    PC32 <= 1.590739
    PC57 <= -0.0158885
    PC71 <= 1.938841
    PC94 > 1.306498
    ->  class 2\|3  [0.808]

Rule 48/292: (27.8/5.5, lift 6.2)
    PC1 <= -0.2831207
    PC2 <= 2.231518
    PC8 <= 0.07614408
    PC9 <= 10.24004
    PC28 <= 0.07878262
    PC29 <= -0.2631929
    PC32 <= 1.590739
    PC90 <= 1.184115
    ->  class 2\|3  [0.782]

Rule 48/293: (12503.6/9977.8, lift 1.6)
    PC2 <= 2.231518
    ->  class 2\|3  [0.202]

Rule 48/294: (169.8/0.2, lift 19.0)
    PC1 <= -0.2831207
    PC8 <= -2.366995
    PC43 > -0.218724
    PC45 <= 0.1304068
    PC47 <= -0.4411531
    PC71 > -0.3712391
    PC94 <= 0.7989936
    PC96 <= 0.2911013
    ->  class 2\|4  [0.993]

Rule 48/295: (79, lift 18.9)
    PC1 <= -0.2831207
    PC2 <= 2.231518
    PC8 <= -2.366995
    PC13 > 0.5263308
    ->  class 2\|4  [0.988]

Rule 48/296: (69.8/0.3, lift 18.7)
    PC8 <= -2.366995
    PC9 > 4.0182
    PC15 <= 0.8615877
    PC43 > -0.218724
    PC54 > -0.6103426
    PC71 > -0.3712391
    PC94 <= 0.7989936
    ->  class 2\|4  [0.982]

Rule 48/297: (42/0.2, lift 18.5)
    PC2 <= 2.231518
    PC8 <= -2.366995
    PC15 <= 0.8615877
    PC43 > -0.218724
    PC47 > -0.4411531
    PC63 <= 0.2285535
    PC71 > -0.3712391
    PC72 > 0.5798987
    PC96 <= 0.2911013
    ->  class 2\|4  [0.972]

Rule 48/298: (266.8/7.1, lift 18.5)
    PC1 <= -0.2831207
    PC8 <= -2.366995
    PC43 > -0.218724
    PC63 > 0.2285535
    PC71 > -0.3712391
    PC85 <= 0.8031798
    PC94 <= 0.7989936
    PC96 <= 0.2911013
    ->  class 2\|4  [0.970]

Rule 48/299: (90.3/2, lift 18.5)
    PC1 > -0.2831207
    PC2 <= 2.231518
    PC8 <= -3.691019
    PC26 <= 1.987707
    PC79 <= -0.4246424
    ->  class 2\|4  [0.968]

Rule 48/300: (28.3, lift 18.5)
    PC8 <= -2.366995
    PC9 <= 4.0182
    PC43 > -0.218724
    PC71 > -0.3712391
    PC77 > 1.170201
    PC93 <= 0.4428455
    PC96 <= 0.2911013
    ->  class 2\|4  [0.967]

Rule 48/301: (107.4/4.6, lift 18.1)
    PC8 <= -2.366995
    PC13 <= 0.5263308
    PC15 <= 0.8615877
    PC43 > -0.218724
    PC71 > -0.3712391
    PC85 > 0.8031798
    ->  class 2\|4  [0.949]

Rule 48/302: (16.4, lift 18.1)
    PC1 <= -0.2831207
    PC8 > -2.366995
    PC19 <= -3.647172
    PC95 > 0.1109738
    ->  class 2\|4  [0.946]

Rule 48/303: (172.9/8.8, lift 18.0)
    PC8 <= -2.366995
    PC15 <= 0.8615877
    PC27 > -0.1151797
    PC27 <= 0.3540703
    PC43 > -0.218724
    PC47 > -0.4411531
    PC54 > -0.2333596
    PC57 <= 0.7080244
    PC78 <= -0.1149013
    PC82 <= 0.1592401
    PC92 <= 0.1642389
    PC93 <= 0.4428455
    PC94 <= 0.7989936
    PC96 <= 0.1520403
    ->  class 2\|4  [0.944]

Rule 48/304: (13.9, lift 17.9)
    PC1 > -0.2831207
    PC37 <= -8.11674
    ->  class 2\|4  [0.937]

Rule 48/305: (10.6, lift 17.5)
    PC8 <= -5.732341
    PC15 > 0.8615877
    PC43 > -0.218724
    PC71 > -0.3712391
    ->  class 2\|4  [0.918]

Rule 48/306: (28.3/3.2, lift 16.4)
    PC1 <= -0.2831207
    PC2 <= 2.231518
    PC8 > -2.366995
    PC8 <= 0.07614408
    PC9 <= 10.24004
    PC17 > -0.4170254
    PC28 <= 0.07878262
    PC29 > 0.2775553
    PC57 > -0.0158885
    ->  class 2\|4  [0.861]

Rule 48/307: (32/4, lift 16.3)
    PC1 <= -0.2831207
    PC8 <= -2.366995
    PC37 <= -0.5306957
    PC43 <= -0.218724
    PC56 <= -0.110847
    PC71 > -0.3712391
    ->  class 2\|4  [0.854]

Rule 48/308: (21.3/3.8, lift 15.1)
    PC1 <= -0.2831207
    PC2 <= 2.231518
    PC8 > -2.366995
    PC8 <= 0.07614408
    PC28 <= -0.007667756
    PC57 > -0.0158885
    PC66 > 0.7005113
    ->  class 2\|4  [0.793]

Rule 48/309: (26.4/6.4, lift 14.1)
    PC1 <= -0.2831207
    PC8 <= -2.366995
    PC51 > 0.637553
    PC71 > -0.3712391
    ->  class 2\|4  [0.737]

Rule 48/310: (13.1/4.1, lift 12.6)
    PC1 > -0.2831207
    PC1 <= -0.2019541
    PC8 <= -1.658778
    ->  class 2\|4  [0.660]

Rule 48/311: (15.2/6.5, lift 10.8)
    PC1 <= -0.2831207
    PC8 <= -2.366995
    PC55 > 1.434774
    PC71 <= -0.3712391
    ->  class 2\|4  [0.565]

Default class: 2\|3

-----  Trial 49:  -----

Rules:

Rule 49/1: (163.7, lift 15.3)
    PC1 > -0.6850256
    PC3 > -3.875832
    PC13 <= 7.792017
    PC18 > 1.682558
    PC25 <= 1.076158
    PC30 > -3.190067
    PC34 > 2.09453
    PC56 <= 1.508958
    ->  class 0\|0  [0.994]

Rule 49/2: (133.1, lift 15.2)
    PC5 > -0.6053849
    PC13 > -5.147082
    PC13 <= 0.1231804
    PC18 > 2.098551
    PC26 <= 0.4966734
    PC41 > -0.1666692
    PC45 <= 1.438486
    PC67 <= -0.03342752
    PC76 <= -0.1423236
    PC81 <= 0.7577374
    ->  class 0\|0  [0.993]

Rule 49/3: (110.6, lift 15.2)
    PC13 <= 7.792017
    PC18 > 2.703638
    PC22 > 1.190171
    PC30 > -3.190067
    PC69 <= 3.342809
    PC75 <= 0.2964051
    PC81 <= 1.26251
    PC82 <= 0.2518968
    PC87 <= 1.030551
    ->  class 0\|0  [0.991]

Rule 49/4: (114.2/0.3, lift 15.2)
    PC1 > -0.6850256
    PC13 <= 0.1231804
    PC18 > 1.682558
    PC25 <= 1.076158
    PC52 <= 2.275688
    PC56 <= 1.508958
    PC87 <= 1.030551
    PC92 <= -0.8079717
    ->  class 0\|0  [0.989]

Rule 49/5: (154.9/3.7, lift 14.9)
    PC1 <= -0.3801132
    PC2 > 2.5099
    PC3 > -1.631858
    PC13 <= 0.8367534
    PC15 > -0.4525496
    PC18 > -0.3695138
    PC18 <= 1.682558
    PC24 > -0.1711694
    PC50 <= 0.2330985
    PC59 <= 0.9801084
    PC70 > -0.7903281
    PC76 <= 0.6999621
    PC78 > -0.1723857
    ->  class 0\|0  [0.970]

Rule 49/6: (313.6/8.4, lift 14.9)
    PC1 > -0.6850256
    PC5 > -0.6053849
    PC13 <= 0.1231804
    PC18 > 1.682558
    PC34 > -2.857085
    PC41 > -0.1666692
    PC45 <= 1.438486
    PC52 <= 2.275688
    PC58 > -1.082893
    PC67 > -0.03342752
    PC95 <= 0.8596638
    PC100 <= 0.7746718
    ->  class 0\|0  [0.970]

Rule 49/7: (29.7, lift 14.9)
    PC1 > -0.6850256
    PC13 > 0.1231804
    PC13 <= 7.792017
    PC18 > 1.682558
    PC34 <= 2.09453
    PC46 <= -0.3186564
    ->  class 0\|0  [0.968]

Rule 49/8: (60.4/1.3, lift 14.8)
    PC2 > 2.5099
    PC13 > -5.147082
    PC18 > 1.682558
    PC25 <= 1.076158
    PC42 > 2.354786
    PC69 <= 3.342809
    ->  class 0\|0  [0.962]

Rule 49/9: (117.5/4.7, lift 14.6)
    PC1 > -0.6850256
    PC14 <= -0.2438443
    PC18 > -0.3695138
    PC20 <= -2.141634
    PC30 <= 0.2418079
    PC59 > -0.5361488
    PC81 <= 0.7577374
    PC82 > -0.3476017
    ->  class 0\|0  [0.953]

Rule 49/10: (28.3/0.8, lift 14.4)
    PC1 <= -0.6850256
    PC2 > 2.5099
    PC13 > -5.147082
    PC13 <= 7.792017
    PC18 > 1.682558
    PC25 <= 1.076158
    PC69 <= 3.342809
    PC75 > 0.2964051
    PC81 <= 1.26251
    ->  class 0\|0  [0.941]

Rule 49/11: (12.9, lift 14.3)
    PC1 <= -0.6850256
    PC2 > 2.5099
    PC13 > -5.147082
    PC13 <= 7.792017
    PC18 > 1.682558
    PC25 <= -1.050508
    PC69 <= 3.342809
    PC81 <= 1.26251
    PC87 <= 1.030551
    ->  class 0\|0  [0.933]

Rule 49/12: (36/1.6, lift 14.3)
    PC2 > 2.5099
    PC13 <= 7.792017
    PC18 > 1.682558
    PC22 <= 1.190171
    PC34 > -2.857085
    PC55 > 0.5645977
    PC83 > -4.296821
    PC87 <= 1.030551
    ->  class 0\|0  [0.930]

Rule 49/13: (23.2/0.8, lift 14.2)
    PC13 > -5.147082
    PC18 > -0.3695138
    PC25 <= 1.076158
    PC30 > 4.67222
    PC34 > -2.857085
    PC69 <= 3.342809
    PC75 <= 0.2964051
    ->  class 0\|0  [0.928]

Rule 49/14: (10.3, lift 14.1)
    PC13 <= -5.147082
    PC30 > -3.190067
    PC45 <= 4.755146
    PC86 > 1.808386
    ->  class 0\|0  [0.919]

Rule 49/15: (33.6/2, lift 14.0)
    PC1 <= -0.6850256
    PC13 > -5.147082
    PC13 <= 7.792017
    PC18 > 1.682558
    PC25 <= 1.076158
    PC31 > -0.03541245
    PC53 > 1.098413
    PC69 <= 3.342809
    PC81 <= 1.26251
    ->  class 0\|0  [0.914]

Rule 49/16: (77.4/8.9, lift 13.4)
    PC1 > -0.6850256
    PC13 > 0.1231804
    PC18 > 1.682558
    PC20 > 3.522162
    PC81 <= 1.26251
    ->  class 0\|0  [0.875]

Rule 49/17: (161.6/30.9, lift 12.3)
    PC8 > 0.2321601
    PC18 > 1.682558
    PC30 <= 4.67222
    ->  class 0\|0  [0.805]

Rule 49/18: (206.9, lift 12.3)
    PC1 <= -0.6850256
    PC8 <= 0.2321601
    PC13 > -5.147082
    PC13 <= 7.792017
    PC18 > 1.682558
    PC22 <= 1.190171
    PC31 <= -0.03541245
    PC34 > -2.857085
    PC42 <= 2.354786
    PC55 <= 0.5645977
    PC75 <= 0.2964051
    ->  class 0\|1  [0.995]

Rule 49/19: (85.4, lift 12.2)
    PC2 > 2.5099
    PC3 <= -1.631858
    PC8 > 0.1303017
    PC18 > -0.3695138
    PC18 <= 1.682558
    PC40 > -0.8743591
    PC93 <= 0.6614435
    ->  class 0\|1  [0.989]

Rule 49/20: (89, lift 12.2)
    PC2 > 2.5099
    PC3 > -1.631858
    PC3 <= 1.640775
    PC15 > -0.4525496
    PC18 > -0.3695138
    PC76 > 0.6999621
    ->  class 0\|1  [0.989]

Rule 49/21: (85.4, lift 12.2)
    PC2 > 2.5099
    PC3 <= -1.631858
    PC8 <= 0.1303017
    PC13 > -5.147082
    PC13 <= 7.792017
    PC18 > -0.2267651
    PC18 <= 1.682558
    PC25 > -1.285631
    PC40 > -0.8743591
    PC71 <= 0.9618047
    PC76 <= -0.802922
    PC96 <= 1.183383
    ->  class 0\|1  [0.988]

Rule 49/22: (72.9, lift 12.2)
    PC2 > 2.5099
    PC3 > -1.631858
    PC3 <= 1.640775
    PC18 > -0.3695138
    PC18 <= 1.682558
    PC50 > 0.2330985
    PC68 > -0.05270654
    ->  class 0\|1  [0.987]

Rule 49/23: (54.2, lift 12.1)
    PC18 > 1.682558
    PC34 > -2.857085
    PC34 <= 2.09453
    PC45 > 1.438486
    PC87 <= 1.030551
    PC92 > -0.8079717
    PC95 <= 0.8596638
    ->  class 0\|1  [0.982]

Rule 49/24: (52.8, lift 12.1)
    PC2 > 2.5099
    PC13 > -5.147082
    PC18 > 1.682558
    PC69 > 3.342809
    PC81 <= 1.26251
    PC83 > -4.296821
    ->  class 0\|1  [0.982]

Rule 49/25: (43.3, lift 12.1)
    PC5 > -0.6053849
    PC13 <= 0.1231804
    PC18 > 1.682558
    PC26 > 0.4966734
    PC41 > -0.1666692
    PC67 <= -0.03342752
    PC95 <= 0.8596638
    ->  class 0\|1  [0.978]

Rule 49/26: (41.8, lift 12.1)
    PC2 > 2.5099
    PC3 > -1.631858
    PC3 <= 1.640775
    PC15 > -0.4525496
    PC18 > -0.3695138
    PC18 <= 1.682558
    PC24 <= -0.1711694
    PC71 <= 0.9618047
    ->  class 0\|1  [0.977]

Rule 49/27: (246.9/5, lift 12.1)
    PC1 <= -0.6850256
    PC8 <= 0.2321601
    PC13 > -5.147082
    PC13 <= 7.792017
    PC18 > 1.682558
    PC22 <= 1.190171
    PC25 > -1.050508
    PC30 <= 4.67222
    PC34 > -2.857085
    PC53 <= 1.098413
    PC55 <= 0.5645977
    PC75 <= 0.2964051
    PC87 <= 1.030551
    ->  class 0\|1  [0.976]

Rule 49/28: (37.7, lift 12.1)
    PC5 <= -0.6053849
    PC13 <= 0.1231804
    PC18 > 1.682558
    PC20 > -2.141634
    PC30 <= 0.2418079
    PC52 <= 2.275688
    ->  class 0\|1  [0.975]

Rule 49/29: (68.5/0.8, lift 12.1)
    PC2 > 2.5099
    PC5 > -0.6053849
    PC13 <= 7.792017
    PC18 > 1.682558
    PC18 <= 2.098551
    PC34 <= 2.09453
    PC42 <= 2.354786
    PC45 <= 1.438486
    PC67 <= -0.03342752
    PC100 <= 0.7746718
    ->  class 0\|1  [0.974]

Rule 49/30: (184.8/4, lift 12.0)
    PC13 > 0.1231804
    PC13 <= 7.792017
    PC18 > 1.682558
    PC20 <= 3.522162
    PC34 > -2.857085
    PC42 <= 2.354786
    PC46 > -0.3186564
    PC81 <= 1.26251
    ->  class 0\|1  [0.973]

Rule 49/31: (28.3, lift 12.0)
    PC1 > -0.6850256
    PC3 <= 1.640775
    PC13 <= 0.1231804
    PC18 > -0.3695138
    PC30 > -3.190067
    PC41 > -0.1666692
    PC81 <= 1.26251
    PC92 > -0.8079717
    PC95 > 0.8596638
    ->  class 0\|1  [0.967]

Rule 49/32: (186.7/6.5, lift 11.9)
    PC2 > 2.5099
    PC3 <= -1.631858
    PC8 > -0.1976984
    PC13 <= 7.792017
    PC18 > -0.2267651
    PC18 <= 1.682558
    PC34 > 0.4094731
    PC39 > -1.546942
    PC47 <= 0.7523432
    PC76 > -0.802922
    PC96 <= 1.183383
    ->  class 0\|1  [0.960]

Rule 49/33: (89.3/2.7, lift 11.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 <= -0.7634127
    PC15 > -0.5547554
    PC18 <= -0.3695138
    PC20 > -3.440173
    PC54 <= 0.7634585
    PC68 > 0.2213299
    ->  class 0\|1  [0.959]

Rule 49/34: (19.9, lift 11.8)
    PC1 > -0.6850256
    PC18 > 1.682558
    PC56 > 1.508958
    PC83 > -4.296821
    ->  class 0\|1  [0.954]

Rule 49/35: (28.8/0.5, lift 11.8)
    PC1 > -0.6850256
    PC13 > -5.147082
    PC13 <= 0.1231804
    PC18 > 1.682558
    PC34 <= 2.09453
    PC52 > 2.275688
    ->  class 0\|1  [0.952]

Rule 49/36: (146.7/6.3, lift 11.8)
    PC2 > 2.5099
    PC3 <= -1.631858
    PC13 > -5.147082
    PC13 <= 7.792017
    PC18 > -0.3695138
    PC18 <= 1.682558
    PC25 > -1.285631
    PC31 <= 0.2637071
    PC40 > -0.8743591
    PC69 <= 5.590355
    PC71 <= 0.9618047
    PC93 > 0.6614435
    ->  class 0\|1  [0.951]

Rule 49/37: (18.2, lift 11.8)
    PC2 > 2.5099
    PC3 > -1.631858
    PC3 <= 1.640775
    PC18 > -0.3695138
    PC18 <= 1.682558
    PC70 <= -0.7903281
    ->  class 0\|1  [0.950]

Rule 49/38: (45.5/1.4, lift 11.8)
    PC2 > 2.5099
    PC13 > -5.147082
    PC13 <= 7.792017
    PC18 > 1.682558
    PC25 > 1.076158
    ->  class 0\|1  [0.950]

Rule 49/39: (50.4/1.7, lift 11.7)
    PC1 > -0.6850256
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 > -5.147082
    PC13 <= 0.1231804
    PC18 > -0.3695138
    PC58 <= -1.082893
    PC81 <= 1.26251
    PC92 > -0.8079717
    ->  class 0\|1  [0.948]

Rule 49/40: (66.7/2.9, lift 11.7)
    PC2 > 2.5099
    PC3 <= -1.631858
    PC8 > 0.1643589
    PC18 > -0.3695138
    PC18 <= 1.682558
    ->  class 0\|1  [0.943]

Rule 49/41: (15.3, lift 11.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC5 <= -0.6053849
    PC14 <= -0.2438443
    PC18 > -0.3695138
    PC30 > 0.2418079
    PC92 > -0.8079717
    ->  class 0\|1  [0.942]

Rule 49/42: (28.5/0.9, lift 11.6)
    PC2 > 2.5099
    PC3 > -1.631858
    PC3 <= 1.640775
    PC18 > -0.3695138
    PC18 <= 1.682558
    PC59 > 0.9801084
    PC71 <= 0.9618047
    ->  class 0\|1  [0.937]

Rule 49/43: (43.1/2.1, lift 11.5)
    PC2 > 2.5099
    PC13 > -5.147082
    PC18 > 1.682558
    PC81 <= 1.26251
    PC87 > 1.030551
    ->  class 0\|1  [0.931]

Rule 49/44: (12.3, lift 11.5)
    PC1 > -0.3801132
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -0.3695138
    PC18 <= 1.682558
    ->  class 0\|1  [0.930]

Rule 49/45: (21.6/0.7, lift 11.5)
    PC5 <= -0.6053849
    PC13 <= 0.1231804
    PC14 > -0.2438443
    PC18 > 1.682558
    PC34 <= 2.09453
    PC81 <= 0.7577374
    PC92 > -0.8079717
    ->  class 0\|1  [0.929]

Rule 49/46: (56.2/3.2, lift 11.5)
    PC2 > 2.5099
    PC6 <= -0.4925124
    PC18 > -0.3695138
    PC19 > -0.3320972
    PC35 <= -0.6627646
    PC56 <= 3.735728
    PC83 > -4.296821
    ->  class 0\|1  [0.928]

Rule 49/47: (11.9, lift 11.5)
    PC13 > 7.792017
    PC18 > -0.3695138
    PC46 <= 0.1315872
    PC56 > 3.735728
    ->  class 0\|1  [0.928]

Rule 49/48: (38.4/2, lift 11.4)
    PC2 > 2.5099
    PC3 > -1.631858
    PC3 <= 1.640775
    PC15 > -0.4525496
    PC18 > -0.3695138
    PC18 <= 1.682558
    PC78 <= -0.1723857
    ->  class 0\|1  [0.925]

Rule 49/49: (11.1, lift 11.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC5 <= -0.6053849
    PC59 <= -0.5361488
    PC82 > -0.3476017
    ->  class 0\|1  [0.924]

Rule 49/50: (10.6, lift 11.4)
    PC5 <= -0.6053849
    PC18 > 1.682558
    PC82 <= -0.3476017
    PC92 > -0.8079717
    ->  class 0\|1  [0.921]

Rule 49/51: (90.4/7.2, lift 11.3)
    PC2 > 2.5099
    PC13 > -5.147082
    PC13 <= 0.1231804
    PC18 > 1.682558
    PC34 <= 2.09453
    PC67 <= -0.03342752
    PC76 > -0.1423236
    PC81 <= 0.7577374
    PC92 > -0.8079717
    PC100 <= 0.7746718
    ->  class 0\|1  [0.911]

Rule 49/52: (170.7/14.8, lift 11.2)
    PC1 <= -0.6850256
    PC13 > -5.147082
    PC13 <= 7.792017
    PC18 > 1.682558
    PC42 <= 2.354786
    PC75 <= 0.2964051
    PC82 > 0.2518968
    PC87 <= 1.030551
    ->  class 0\|1  [0.909]

Rule 49/53: (81.9/6.7, lift 11.2)
    PC1 > -0.6850256
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 7.792017
    PC18 > -0.3695138
    PC34 <= 2.09453
    PC41 <= -0.1666692
    ->  class 0\|1  [0.908]

Rule 49/54: (52.4/4.1, lift 11.2)
    PC3 <= 1.640775
    PC7 > -0.7634127
    PC18 <= -0.3695138
    PC26 > -0.4589736
    PC53 <= 0.823131
    PC67 > -0.4478913
    PC78 > 2.492486
    ->  class 0\|1  [0.907]

Rule 49/55: (11.5/0.3, lift 11.1)
    PC13 > 7.792017
    PC19 <= -0.3320972
    PC46 <= 0.1315872
    ->  class 0\|1  [0.900]

Rule 49/56: (7, lift 11.0)
    PC1 > -0.6850256
    PC18 > 1.682558
    PC34 <= 2.09453
    PC81 > 0.7577374
    PC92 > -0.8079717
    ->  class 0\|1  [0.889]

Rule 49/57: (7.1/0.2, lift 10.8)
    PC13 > 7.792017
    PC18 > -0.3695138
    PC19 > -0.3320972
    PC30 > -3.190067
    PC44 > 1.673152
    PC83 > -4.296821
    ->  class 0\|1  [0.869]

Rule 49/58: (57.5/12.2, lift 9.6)
    PC2 > 2.5099
    PC2 <= 5.041008
    PC3 <= 1.640775
    PC18 > -1.136285
    PC18 <= -0.3695138
    PC20 > -2.71062
    PC40 > -0.7468847
    PC55 > 0.09161823
    PC86 <= 1.625675
    ->  class 0\|1  [0.778]

Rule 49/59: (28.2/6, lift 9.5)
    PC13 <= 7.792017
    PC18 > -0.3695138
    PC30 > -3.190067
    PC45 > 4.755146
    PC83 > -4.296821
    ->  class 0\|1  [0.768]

Rule 49/60: (81.9/26.3, lift 8.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -1.830459
    PC18 <= -0.3695138
    PC44 > 0.9994242
    PC78 <= 2.492486
    ->  class 0\|1  [0.674]

Rule 49/61: (38.4/18.4, lift 6.4)
    PC6 > -0.4925124
    PC13 > 7.792017
    PC18 > -0.3695138
    PC46 <= 0.1315872
    PC83 > -4.296821
    ->  class 0\|1  [0.519]

Rule 49/62: (70.9, lift 11.0)
    PC4 <= -7.750679
    PC7 > -0.7634127
    PC18 <= -0.3695138
    PC60 <= -0.06275523
    ->  class 0\|2  [0.986]

Rule 49/63: (42.6, lift 10.9)
    PC7 > -0.7634127
    PC10 <= -4.461755
    PC18 <= -0.3695138
    PC78 <= 2.492486
    PC98 > 0.6952597
    ->  class 0\|2  [0.978]

Rule 49/64: (38.3, lift 10.9)
    PC4 > 9.260436
    PC7 > -0.7634127
    PC18 <= -1.830459
    ->  class 0\|2  [0.975]

Rule 49/65: (18.3, lift 10.6)
    PC18 <= -1.830459
    PC28 <= 0.2508993
    PC29 <= -0.4120351
    PC38 <= 1.426744
    PC57 > 1.499413
    PC94 <= 0.4532265
    ->  class 0\|2  [0.951]

Rule 49/66: (15.4, lift 10.5)
    PC4 <= -3.956807
    PC13 > 7.792017
    PC16 > -0.5948036
    ->  class 0\|2  [0.943]

Rule 49/67: (17.4/0.1, lift 10.5)
    PC3 <= 1.640775
    PC7 > -0.7634127
    PC18 <= -0.3695138
    PC19 <= 0.2118016
    PC78 <= 2.492486
    PC89 > -0.8291942
    PC99 > 3.047008
    ->  class 0\|2  [0.941]

Rule 49/68: (14.8/0.2, lift 10.4)
    PC4 <= -6.347142
    PC18 <= -2.305537
    PC67 > 0.001768087
    PC90 <= -0.6156346
    PC94 > -0.1746358
    ->  class 0\|2  [0.931]

Rule 49/69: (73.2/14, lift 9.0)
    PC7 > -0.7634127
    PC17 <= -1.446103
    PC18 <= -1.830459
    PC28 <= 0.2508993
    PC29 <= -0.4120351
    PC39 > -0.7870743
    PC78 <= 2.492486
    PC89 > -0.8291942
    PC94 > 0.4532265
    ->  class 0\|2  [0.800]

Rule 49/70: (18/3.3, lift 8.8)
    PC3 > -0.8147572
    PC18 <= -1.830459
    PC28 <= 0.2508993
    PC29 <= -0.4120351
    PC89 > -0.8291942
    ->  class 0\|2  [0.786]

Rule 49/71: (7454.7/5672, lift 2.7)
    PC2 > 2.5099
    ->  class 0\|2  [0.239]

Rule 49/72: (149.1, lift 11.2)
    PC3 <= 1.640775
    PC4 > -6.347142
    PC4 <= 9.260436
    PC10 > -4.461755
    PC18 <= -1.830459
    PC19 <= 0.2118016
    PC21 > -0.8776686
    PC30 <= -2.684667
    PC99 <= 3.047008
    ->  class 0\|3  [0.993]

Rule 49/73: (110, lift 11.2)
    PC7 > -0.7634127
    PC10 > -4.461755
    PC17 <= -1.446103
    PC18 <= -1.830459
    PC28 <= 0.2508993
    PC39 <= -0.7870743
    PC49 <= 0.8743109
    PC78 <= 2.492486
    ->  class 0\|3  [0.991]

Rule 49/74: (82.1, lift 11.1)
    PC4 > -3.956807
    PC7 <= 0.2251046
    PC13 > 7.792017
    PC16 > -0.5948036
    PC46 > 0.1315872
    ->  class 0\|3  [0.988]

Rule 49/75: (70.6, lift 11.1)
    PC3 <= 1.640775
    PC4 > -6.347142
    PC7 > -0.7634127
    PC17 <= -1.446103
    PC18 <= -1.830459
    PC19 <= 0.2118016
    PC21 > -0.8776686
    PC28 <= 0.2508993
    PC29 > -0.4120351
    PC49 <= 0.8743109
    PC78 <= 2.492486
    ->  class 0\|3  [0.986]

Rule 49/76: (52, lift 11.0)
    PC4 > -8.261679
    PC4 <= -6.347142
    PC18 <= -2.305537
    PC60 > -0.06275523
    PC63 <= 0.4026721
    PC90 > -0.6156346
    PC94 > -0.1746358
    ->  class 0\|3  [0.981]

Rule 49/77: (281.4/4.8, lift 11.0)
    PC3 <= -0.8147572
    PC4 > -6.347142
    PC7 > -0.7634127
    PC10 > -4.461755
    PC17 <= -1.446103
    PC18 <= -1.830459
    PC19 <= 0.2118016
    PC25 <= 0.5081592
    PC38 <= 1.426744
    PC39 > -0.7870743
    PC41 > -0.1994984
    PC57 <= 1.499413
    PC78 <= 0.6725616
    PC94 <= 0.4532265
    PC97 <= 2.006778
    PC99 <= 3.047008
    ->  class 0\|3  [0.980]

Rule 49/78: (58.5/0.2, lift 11.0)
    PC2 > 2.5099
    PC18 > -0.3695138
    PC24 <= 3.083391
    PC83 <= -4.296821
    ->  class 0\|3  [0.980]

Rule 49/79: (393.3/8, lift 11.0)
    PC3 <= 1.640775
    PC4 > -6.347142
    PC4 <= 9.260436
    PC10 > -4.461755
    PC17 <= -1.446103
    PC18 <= -1.830459
    PC19 <= 0.2118016
    PC28 > 0.2508993
    PC49 <= 0.8743109
    PC78 <= 2.492486
    PC99 <= 3.047008
    ->  class 0\|3  [0.977]

Rule 49/80: (41.3/0.1, lift 11.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 > -6.347142
    PC7 > -0.7634127
    PC18 <= -1.830459
    PC49 > 0.8743109
    PC87 > 0.1014272
    ->  class 0\|3  [0.974]

Rule 49/81: (33.9, lift 10.9)
    PC7 > -0.7634127
    PC18 <= -0.3695138
    PC67 <= -0.4478913
    PC78 > 2.492486
    ->  class 0\|3  [0.972]

Rule 49/82: (25.3, lift 10.8)
    PC2 > 2.5099
    PC7 > -0.7634127
    PC18 > -1.532156
    PC18 <= -0.3695138
    PC38 > 1.104251
    PC44 <= 0.9994242
    PC80 <= 0.2297701
    ->  class 0\|3  [0.963]

Rule 49/83: (55.7/1.3, lift 10.8)
    PC4 > -8.261679
    PC4 <= -6.347142
    PC18 <= -2.305537
    PC67 <= 0.001768087
    ->  class 0\|3  [0.961]

Rule 49/84: (179.8/6.3, lift 10.8)
    PC2 > 2.5099
    PC4 > -6.347142
    PC7 > -0.7634127
    PC18 <= -0.3695138
    PC21 > -0.8776686
    PC22 <= -0.4595917
    PC89 > -0.8291942
    PC91 <= -0.5372699
    PC96 <= -0.1724709
    PC98 <= 0.6952597
    ->  class 0\|3  [0.960]

Rule 49/85: (23.1, lift 10.8)
    PC3 <= 1.640775
    PC18 > -1.830459
    PC18 <= -0.3695138
    PC23 > -1.952003
    PC40 > -0.7468847
    PC72 > 0.7790607
    PC80 <= 0.2297701
    ->  class 0\|3  [0.960]

Rule 49/86: (22.7, lift 10.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 <= -0.7634127
    PC18 <= -0.3695138
    PC22 > 2.403663
    ->  class 0\|3  [0.959]

Rule 49/87: (16, lift 10.6)
    PC7 <= -0.7634127
    PC18 <= -0.3695138
    PC20 <= -3.440173
    PC33 <= -1.386284
    ->  class 0\|3  [0.945]

Rule 49/88: (129.2/6.3, lift 10.6)
    PC3 <= 1.640775
    PC18 <= -1.830459
    PC21 > -0.8776686
    PC73 > -4.701181
    PC78 <= 2.492486
    PC89 <= -0.8291942
    ->  class 0\|3  [0.944]

Rule 49/89: (16.4, lift 10.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 7.792017
    PC18 > -0.3695138
    PC18 <= 1.682558
    PC30 > -3.190067
    PC71 > 0.9618047
    ->  class 0\|3  [0.941]

Rule 49/90: (27.9/0.8, lift 10.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -1.830459
    PC18 <= -0.3695138
    PC53 <= -2.695378
    ->  class 0\|3  [0.940]

Rule 49/91: (13.3, lift 10.5)
    PC2 > 2.5099
    PC3 <= -1.631858
    PC13 <= 7.792017
    PC18 > -0.3695138
    PC18 <= 1.682558
    PC30 > -3.190067
    PC40 <= -0.8743591
    PC74 > 0.7665993
    ->  class 0\|3  [0.934]

Rule 49/92: (14.6/0.1, lift 10.5)
    PC2 > 2.5099
    PC3 <= -1.631858
    PC18 > -0.3695138
    PC18 <= 1.682558
    PC30 > -3.190067
    PC31 > 0.2637071
    PC40 > -0.8743591
    ->  class 0\|3  [0.934]

Rule 49/93: (72.6/4.6, lift 10.4)
    PC2 > 2.5099
    PC3 <= -1.631858
    PC13 > -5.147082
    PC18 <= 1.682558
    PC30 > -3.190067
    PC39 <= -1.546942
    PC40 > -0.8743591
    PC83 > -4.296821
    ->  class 0\|3  [0.925]

Rule 49/94: (11.2, lift 10.4)
    PC2 > 2.5099
    PC2 <= 2.945963
    PC3 <= 1.640775
    PC18 > -1.532156
    PC18 <= -0.3695138
    PC41 <= 0.2175477
    ->  class 0\|3  [0.924]

Rule 49/95: (9, lift 10.2)
    PC2 > 2.5099
    PC7 > -0.7634127
    PC18 > -1.830459
    PC18 <= -1.136285
    PC23 > -1.952003
    PC41 > 0.2175477
    PC80 <= 0.2297701
    ->  class 0\|3  [0.909]

Rule 49/96: (27.9/2, lift 10.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC93 > 6.82131
    ->  class 0\|3  [0.900]

Rule 49/97: (54.9/5.8, lift 9.9)
    PC4 <= 9.260436
    PC10 > -4.461755
    PC16 <= 1.266297
    PC17 > -1.446103
    PC18 <= -1.830459
    PC19 <= 0.2118016
    PC41 > -0.1994984
    PC49 <= 0.8743109
    PC79 > 0.1044958
    ->  class 0\|3  [0.880]

Rule 49/98: (207.6/26.9, lift 9.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 > -0.7634127
    PC10 > -1.294428
    PC18 > -1.830459
    PC18 <= -0.3695138
    PC40 <= -0.7468847
    PC55 > -0.4488775
    PC64 > -1.384746
    PC75 > 0.0166635
    PC78 <= 0.9711549
    ->  class 0\|3  [0.867]

Rule 49/99: (546.4/104.4, lift 9.1)
    PC3 <= 1.640775
    PC4 > -7.750679
    PC7 > -0.7634127
    PC18 <= -2.305537
    PC21 > -0.8776686
    PC63 <= 0.4026721
    PC73 > -4.701181
    PC94 > -0.1746358
    ->  class 0\|3  [0.808]

Rule 49/100: (18.4/3.9, lift 8.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -1.830459
    PC18 <= -0.3695138
    PC23 <= -1.952003
    PC40 > -0.7468847
    PC78 <= 2.492486
    ->  class 0\|3  [0.757]

Rule 49/101: (27.6/6.7, lift 8.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -1.830459
    PC18 <= -1.136285
    PC80 > 0.1732274
    PC80 <= 0.2297701
    ->  class 0\|3  [0.741]

Rule 49/102: (21.3/5.9, lift 7.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC8 > 0.1139654
    PC18 > -1.532156
    PC18 <= -1.136285
    PC40 > -0.7468847
    ->  class 0\|3  [0.702]

Rule 49/103: (116.8, lift 24.8)
    PC1 > 13.26314
    PC3 <= -0.01609154
    PC11 <= -0.8052899
    PC23 > -0.6376921
    PC68 <= 1.01486
    ->  class 1\|0  [0.992]

Rule 49/104: (84.9, lift 24.7)
    PC3 > 1.640775
    PC16 <= -4.004418
    PC23 > 0.111649
    PC68 <= -0.4356467
    ->  class 1\|0  [0.988]

Rule 49/105: (41.2, lift 24.4)
    PC1 > -0.1814509
    PC1 <= 0.3860425
    PC2 <= 2.5099
    PC3 > -0.01609154
    PC3 <= 0.6345929
    PC8 > -3.845217
    PC48 > -0.2733738
    ->  class 1\|0  [0.977]

Rule 49/106: (39.5, lift 24.4)
    PC1 > -0.1814509
    PC5 <= 12.1829
    PC9 <= 1.340333
    PC11 <= 2.611002
    PC16 <= -1.941889
    PC26 <= -1.009372
    PC61 > -1.390081
    ->  class 1\|0  [0.976]

Rule 49/107: (31.2, lift 24.2)
    PC1 > -0.4334595
    PC2 <= 2.5099
    PC9 <= 1.340333
    PC10 <= -0.1605984
    PC11 <= 2.611002
    PC16 <= -1.941889
    ->  class 1\|0  [0.970]

Rule 49/108: (30.9, lift 24.2)
    PC1 > -0.4334595
    PC1 <= 0.3860425
    PC8 > -3.845217
    PC15 <= -2.325031
    PC16 <= 0.3594292
    PC48 > -0.2733738
    ->  class 1\|0  [0.970]

Rule 49/109: (246.4/9.1, lift 24.0)
    PC5 <= 12.1829
    PC9 > 1.340333
    PC10 <= 0.9532421
    PC11 <= 1.066485
    PC16 <= -1.941889
    PC27 > -1.04473
    PC41 <= 1.735774
    PC61 > -1.390081
    PC91 > -0.5109994
    PC98 <= -0.002956027
    ->  class 1\|0  [0.959]

Rule 49/110: (93.8/3.3, lift 23.8)
    PC2 > 2.5099
    PC3 > 1.640775
    PC21 > 0.07480554
    PC30 <= 0.3376023
    PC67 <= -0.5046137
    ->  class 1\|0  [0.955]

Rule 49/111: (11.1, lift 23.1)
    PC1 > 0.3860425
    PC2 <= 2.5099
    PC3 > -0.01609154
    PC16 > -1.941889
    PC57 <= -1.721336
    ->  class 1\|0  [0.923]

Rule 49/112: (5.4, lift 21.6)
    PC1 > -0.1814509
    PC2 <= 2.5099
    PC8 > -3.845217
    PC9 <= 1.340333
    PC10 <= 0.9532421
    PC16 <= -1.941889
    PC83 <= -0.3135706
    ->  class 1\|0  [0.865]

Rule 49/113: (29.7/3.7, lift 21.3)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= 0.9959877
    PC23 > 0.111649
    PC36 > 0.5348178
    PC42 > -1.226207
    PC64 <= 1.017518
    PC100 > -0.6438187
    ->  class 1\|0  [0.851]

Rule 49/114: (9.7/1.6, lift 19.4)
    PC2 > 2.5099
    PC3 > 1.640775
    PC23 > 0.111649
    PC42 <= -1.226207
    PC64 <= 1.017518
    ->  class 1\|0  [0.778]

Rule 49/115: (38.3/8.1, lift 19.3)
    PC3 > 1.640775
    PC16 <= -0.9381145
    PC64 > 1.017518
    PC67 > -0.5046137
    ->  class 1\|0  [0.774]

Rule 49/116: (339.4/101.5, lift 17.5)
    PC1 > -0.1814509
    PC14 <= -1.848832
    ->  class 1\|0  [0.700]

Rule 49/117: (49.3/15.3, lift 17.1)
    PC3 > 1.640775
    PC16 <= -0.9381145
    PC23 > 0.111649
    PC64 <= 1.017518
    PC67 > -0.5046137
    PC68 > -0.4356467
    PC100 <= -0.6438187
    ->  class 1\|0  [0.683]

Rule 49/118: (106.2, lift 17.4)
    PC5 > 12.1829
    PC16 <= -1.941889
    PC61 > -1.390081
    PC95 > -0.0869053
    ->  class 1\|1  [0.991]

Rule 49/119: (124.1/0.6, lift 17.4)
    PC1 > -0.1814509
    PC1 <= 0.3860425
    PC3 > 0.6345929
    PC15 > -2.325031
    PC16 > -1.941889
    PC16 <= 0.3594292
    ->  class 1\|1  [0.988]

Rule 49/120: (108.5/0.4, lift 17.4)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.9381145
    PC23 <= 0.111649
    PC67 > -0.5046137
    ->  class 1\|1  [0.988]

Rule 49/121: (117.2/0.6, lift 17.4)
    PC1 > -0.4334595
    PC2 <= 2.5099
    PC10 > 0.9532421
    PC11 <= 2.611002
    PC16 <= -1.941889
    PC34 > -0.8051466
    PC61 > -1.390081
    ->  class 1\|1  [0.987]

Rule 49/122: (126.2/1.1, lift 17.3)
    PC2 <= 2.5099
    PC5 <= 12.1829
    PC9 <= 1.340333
    PC10 > -0.1605984
    PC11 <= 2.611002
    PC16 <= -1.941889
    PC26 > -1.009372
    PC83 > -0.3135706
    ->  class 1\|1  [0.984]

Rule 49/123: (60.2, lift 17.3)
    PC1 > 13.26314
    PC6 <= -1.23731
    PC8 > -3.845217
    PC40 <= 1.644801
    PC68 > 1.01486
    ->  class 1\|1  [0.984]

Rule 49/124: (50.7/0.2, lift 17.2)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -4.004418
    PC16 <= -0.9381145
    PC67 > -0.5046137
    PC68 <= -0.4356467
    ->  class 1\|1  [0.977]

Rule 49/125: (40.2, lift 17.2)
    PC1 > -0.4334595
    PC2 <= 2.5099
    PC3 > -0.01609154
    PC7 > 1.802024
    PC16 > -1.941889
    PC16 <= 0.3594292
    PC26 <= 0.7705123
    ->  class 1\|1  [0.976]

Rule 49/126: (112.2/2.2, lift 17.1)
    PC1 > -0.1814509
    PC2 <= 2.5099
    PC10 <= 0.9532421
    PC11 <= 2.611002
    PC16 <= -1.941889
    PC17 <= 0.354153
    PC61 > -1.390081
    PC98 > -0.002956027
    ->  class 1\|1  [0.972]

Rule 49/127: (78.1/1.3, lift 17.1)
    PC1 > 13.26314
    PC6 <= -1.23731
    PC8 > -3.845217
    PC11 > -0.8052899
    PC40 <= 1.644801
    ->  class 1\|1  [0.972]

Rule 49/128: (28.3, lift 17.0)
    PC1 > -0.4334595
    PC9 > 1.340333
    PC16 <= -1.941889
    PC91 <= -0.5109994
    ->  class 1\|1  [0.967]

Rule 49/129: (14.2, lift 16.5)
    PC2 <= 2.5099
    PC5 > 2.962746
    PC29 > 0.764478
    ->  class 1\|1  [0.938]

Rule 49/130: (29.8/1, lift 16.5)
    PC1 > -0.1814509
    PC3 <= -0.01609154
    PC6 <= -1.23731
    PC16 > -1.941889
    PC23 <= -0.6376921
    ->  class 1\|1  [0.937]

Rule 49/131: (12.4, lift 16.4)
    PC1 > -0.4334595
    PC16 <= -1.941889
    PC41 > 1.735774
    ->  class 1\|1  [0.930]

Rule 49/132: (227.9/18.2, lift 16.1)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.9381145
    PC36 <= 0.5348178
    PC42 > -1.226207
    PC64 <= 1.017518
    PC67 > -0.5046137
    PC68 > -0.4356467
    PC100 > -0.6438187
    ->  class 1\|1  [0.916]

Rule 49/133: (9.6, lift 16.1)
    PC1 > -0.4334595
    PC1 <= 13.26314
    PC3 <= -0.01609154
    PC7 > 2.56751
    PC16 > -1.941889
    PC19 > -1.677214
    PC44 <= 0.800207
    ->  class 1\|1  [0.914]

Rule 49/134: (151.4/13.7, lift 15.9)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -0.9381145
    PC16 <= 0.9959877
    PC22 > -2.091307
    PC63 > -1.308011
    PC65 <= 0.3658748
    PC72 > -1.26589
    ->  class 1\|1  [0.904]

Rule 49/135: (6.8, lift 15.6)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= 0.9959877
    PC30 > 0.3376023
    PC67 <= -0.5046137
    ->  class 1\|1  [0.887]

Rule 49/136: (6.6, lift 15.6)
    PC16 <= -1.941889
    PC98 > -0.002956027
    PC98 <= -0.0009727581
    ->  class 1\|1  [0.883]

Rule 49/137: (11.4/0.7, lift 15.3)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= 0.9959877
    PC21 <= 0.07480554
    PC67 <= -0.5046137
    ->  class 1\|1  [0.871]

Rule 49/138: (61/7.6, lift 15.2)
    PC1 > -0.4334595
    PC11 > 1.066485
    PC11 <= 2.611002
    PC16 <= -1.941889
    PC91 > -0.5109994
    ->  class 1\|1  [0.863]

Rule 49/139: (5.1, lift 15.1)
    PC2 <= 2.5099
    PC11 <= 2.611002
    PC16 <= -1.941889
    PC27 <= -1.04473
    PC61 > -1.390081
    ->  class 1\|1  [0.859]

Rule 49/140: (51.1/7.2, lift 14.9)
    PC1 > -0.4334595
    PC2 <= 2.5099
    PC8 > -3.845217
    PC16 <= 0.3594292
    PC82 <= -0.5669917
    ->  class 1\|1  [0.846]

Rule 49/141: (4.1, lift 14.7)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > 0.9959877
    PC38 <= 0.2086927
    PC58 <= -0.819247
    ->  class 1\|1  [0.837]

Rule 49/142: (19.1/4.2, lift 13.3)
    PC1 > 13.26314
    PC3 <= -0.01609154
    PC6 > -1.23731
    PC12 > 0.8916963
    PC16 > -1.941889
    ->  class 1\|1  [0.755]

Rule 49/143: (62.8/34.7, lift 7.9)
    PC1 > 0.3860425
    PC8 > -3.845217
    PC16 > -1.941889
    PC16 <= 0.3594292
    PC34 <= -0.999545
    PC57 > -1.721336
    ->  class 1\|1  [0.449]

Rule 49/144: (127.8, lift 14.8)
    PC2 <= 2.5099
    PC3 > -0.01609154
    PC13 <= -0.07932691
    PC16 > -1.941889
    PC16 <= 0.3594292
    PC26 > 0.7705123
    PC34 > -0.999545
    PC57 > -1.721336
    PC82 > -0.5669917
    ->  class 1\|2  [0.992]

Rule 49/145: (91.8, lift 14.7)
    PC1 > 13.26314
    PC3 <= -0.01609154
    PC6 > -1.23731
    PC12 <= 0.8916963
    ->  class 1\|2  [0.989]

Rule 49/146: (80.1, lift 14.7)
    PC3 > -0.01609154
    PC8 <= 2.247697
    PC25 <= 0.3525581
    PC26 > 2.108957
    PC100 > -0.004760643
    ->  class 1\|2  [0.988]

Rule 49/147: (107.5/1.4, lift 14.6)
    PC1 > -0.4334595
    PC2 <= 2.5099
    PC3 > -0.01609154
    PC14 > -1.848832
    PC16 > 0.3594292
    PC89 <= -0.1798044
    PC100 > -0.004760643
    ->  class 1\|2  [0.978]

Rule 49/148: (279.3/5.1, lift 14.6)
    PC1 > -0.4334595
    PC2 <= 2.5099
    PC3 > -0.01609154
    PC14 > -1.848832
    PC16 > 0.3594292
    PC19 > -4.263808
    PC20 <= 0.1062191
    PC43 > 0.3588163
    PC56 > -0.6479812
    PC76 > -0.5924177
    PC100 > -0.6843724
    ->  class 1\|2  [0.978]

Rule 49/149: (54.9/0.3, lift 14.5)
    PC2 <= 2.5099
    PC3 > -0.01609154
    PC14 > -1.848832
    PC16 > 0.3594292
    PC25 > 0.3525581
    PC43 <= 0.3588163
    ->  class 1\|2  [0.977]

Rule 49/150: (128/2, lift 14.6)
    PC1 > -0.4334595
    PC3 > -0.01609154
    PC8 > 2.247697
    PC14 > -1.848832
    PC16 > 0.3594292
    ->  class 1\|2  [0.977]

Rule 49/151: (32.3, lift 14.5)
    PC1 > 0.3860425
    PC3 > -0.01609154
    PC16 > -1.941889
    PC16 <= 0.3594292
    PC37 > 1.908487
    ->  class 1\|2  [0.971]

Rule 49/152: (204.2/5.6, lift 14.4)
    PC2 <= 2.5099
    PC3 > -0.01609154
    PC5 > 2.962746
    PC14 > -1.848832
    PC16 > 0.3594292
    PC29 <= 0.764478
    PC85 > -1.245997
    ->  class 1\|2  [0.968]

Rule 49/153: (92.4/2.5, lift 14.3)
    PC1 > 0.3860425
    PC2 <= 2.5099
    PC3 > -0.01609154
    PC7 <= 1.802024
    PC12 > -1.782741
    PC13 <= -0.07932691
    PC16 > -1.941889
    PC16 <= 0.3594292
    PC34 > -0.999545
    PC57 > -1.721336
    PC82 > -0.5669917
    ->  class 1\|2  [0.963]

Rule 49/154: (42.3/0.7, lift 14.3)
    PC3 > -0.01609154
    PC32 <= -4.733686
    ->  class 1\|2  [0.961]

Rule 49/155: (24.7, lift 14.3)
    PC1 > -0.4334595
    PC2 <= 2.5099
    PC14 > -1.848832
    PC16 > -1.941889
    PC29 > 0.385787
    PC100 > -0.004760643
    ->  class 1\|2  [0.960]

Rule 49/156: (28/0.4, lift 14.2)
    PC1 > -0.4334595
    PC3 > -0.01609154
    PC5 <= 2.962746
    PC16 > 0.3594292
    PC43 <= 0.3588163
    PC100 <= -1.181732
    ->  class 1\|2  [0.954]

Rule 49/157: (88.6/3.2, lift 14.2)
    PC2 > 3.713387
    PC3 > 1.640775
    PC16 > 0.9959877
    ->  class 1\|2  [0.954]

Rule 49/158: (114.8/4.4, lift 14.2)
    PC1 > -0.4334595
    PC3 > -0.01609154
    PC5 <= 2.962746
    PC16 > 0.3594292
    PC25 <= 0.3525581
    PC42 <= -0.558055
    ->  class 1\|2  [0.953]

Rule 49/159: (229.9/11.4, lift 14.1)
    PC2 > 2.5099
    PC3 > 1.640775
    PC8 <= 1.846783
    PC16 > 0.9959877
    PC33 <= 1.439952
    PC38 <= 0.2086927
    PC58 > -0.819247
    ->  class 1\|2  [0.947]

Rule 49/160: (14.4, lift 14.0)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -0.9381145
    PC63 > -1.308011
    PC72 <= -1.26589
    ->  class 1\|2  [0.939]

Rule 49/161: (14, lift 14.0)
    PC1 > 0.3860425
    PC2 <= 2.5099
    PC3 > -0.01609154
    PC8 > -3.845217
    PC13 > -0.07932691
    PC16 > -1.941889
    PC16 <= 0.3594292
    PC82 > -0.5669917
    PC89 <= -0.1512378
    ->  class 1\|2  [0.937]

Rule 49/162: (13, lift 13.9)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -0.9381145
    PC16 <= 0.9959877
    PC63 <= -1.308011
    ->  class 1\|2  [0.933]

Rule 49/163: (11.8, lift 13.8)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -0.9381145
    PC22 > -2.091307
    PC65 > 0.3658748
    ->  class 1\|2  [0.927]

Rule 49/164: (13.3/0.2, lift 13.7)
    PC1 > -0.4334595
    PC2 <= 2.5099
    PC16 > -1.941889
    PC100 > -0.004760643
    PC100 <= 0.003668455
    ->  class 1\|2  [0.923]

Rule 49/165: (78.4/5.6, lift 13.7)
    PC1 > -0.1814509
    PC2 <= 2.5099
    PC3 > -0.01609154
    PC16 > 0.3594292
    PC36 <= 0.214975
    PC67 <= -0.1478179
    PC78 > -0.6123595
    PC84 > -0.4462907
    PC100 > -0.004760643
    ->  class 1\|2  [0.917]

Rule 49/166: (9.1, lift 13.6)
    PC3 > 1.640775
    PC16 > -0.9381145
    PC16 <= 0.9959877
    PC22 <= -2.091307
    ->  class 1\|2  [0.910]

Rule 49/167: (9.5, lift 13.5)
    PC1 > -0.4334595
    PC2 <= 2.5099
    PC16 > 8.685221
    PC100 > -0.004760643
    ->  class 1\|2  [0.907]

Rule 49/168: (8.6, lift 13.5)
    PC1 > -0.4334595
    PC2 <= 2.5099
    PC8 > -3.845217
    PC8 <= 2.247697
    PC99 > 1.455613
    PC100 > -1.181732
    PC100 <= -0.004760643
    ->  class 1\|2  [0.906]

Rule 49/169: (8.6, lift 13.5)
    PC2 <= 2.5099
    PC16 <= -1.941889
    PC61 <= -1.390081
    ->  class 1\|2  [0.905]

Rule 49/170: (6.7, lift 13.2)
    PC1 > -0.4334595
    PC3 > -0.01609154
    PC8 <= 2.247697
    PC16 > 0.3594292
    PC43 <= 0.3588163
    PC49 > 1.229545
    PC100 <= -0.004760643
    ->  class 1\|2  [0.884]

Rule 49/171: (6.3, lift 13.1)
    PC5 > 12.1829
    PC16 <= -1.941889
    PC95 <= -0.0869053
    ->  class 1\|2  [0.880]

Rule 49/172: (32.5/3.2, lift 13.1)
    PC1 > 11.24207
    PC8 <= -3.845217
    ->  class 1\|2  [0.879]

Rule 49/173: (28.1/3.1, lift 12.9)
    PC1 > -0.4334595
    PC2 <= 2.5099
    PC8 > -3.845217
    PC16 > -1.941889
    PC34 <= -0.999545
    PC68 <= -2.108397
    ->  class 1\|2  [0.863]

Rule 49/174: (47.7/8.9, lift 11.9)
    PC1 > -0.4334595
    PC8 > -3.845217
    PC11 > 2.611002
    PC16 <= -1.941889
    ->  class 1\|2  [0.801]

Rule 49/175: (24.4/4.8, lift 11.6)
    PC1 > -0.4334595
    PC1 <= 13.26314
    PC3 <= -0.01609154
    PC16 > -1.941889
    PC19 <= -1.677214
    PC44 <= 0.800207
    ->  class 1\|2  [0.781]

Rule 49/176: (170.3/2.1, lift 14.7)
    PC2 > 2.5099
    PC2 <= 3.713387
    PC3 > 1.640775
    PC16 > 0.9959877
    PC38 > 0.2086927
    ->  class 1\|3  [0.982]

Rule 49/177: (9.4, lift 13.6)
    PC3 > 1.640775
    PC16 > 0.9959877
    PC33 > 1.439952
    ->  class 1\|3  [0.912]

Rule 49/178: (4.9/0.4, lift 11.9)
    PC2 > 2.5099
    PC8 > 1.846783
    PC16 > 0.9959877
    ->  class 1\|3  [0.792]

Rule 49/179: (4917.6/3775.1, lift 3.5)
    PC1 > -0.4334595
    PC2 <= 2.5099
    ->  class 1\|3  [0.232]

Rule 49/180: (288.4/0.5, lift 13.5)
    PC1 <= -0.4334595
    PC8 > 1.708337
    PC11 > -0.5750982
    PC16 <= 0.5461991
    PC21 > 0.03913228
    PC27 <= -0.2776462
    PC32 > -1.710034
    PC35 > -0.0007037701
    PC46 <= 1.406275
    PC56 <= 0.2032554
    PC61 > -0.7268483
    PC84 > -0.2054339
    ->  class 2\|0  [0.995]

Rule 49/181: (279.3/0.9, lift 13.5)
    PC8 > 1.708337
    PC11 > -0.5750982
    PC21 > 1.50095
    PC22 > -0.792013
    PC32 > -1.710034
    PC59 <= 0.3535813
    PC60 > -0.5767649
    PC96 > -0.3563694
    ->  class 2\|0  [0.993]

Rule 49/182: (125.6, lift 13.5)
    PC8 > 1.708337
    PC11 > -0.5750982
    PC21 > -0.2469342
    PC22 > -0.792013
    PC32 > -1.710034
    PC61 > -0.7268483
    PC94 <= -0.7202388
    PC96 > -0.3563694
    ->  class 2\|0  [0.992]

Rule 49/183: (64.4, lift 13.4)
    PC1 <= -0.4334595
    PC8 > 1.708337
    PC21 > -0.2469342
    PC24 > 0.4093125
    PC46 <= 1.406275
    PC56 <= 0.2032554
    PC59 <= 0.3535813
    PC60 > -0.5767649
    PC72 > -0.3666397
    ->  class 2\|0  [0.985]

Rule 49/184: (550.5/10.4, lift 13.3)
    PC2 <= 2.5099
    PC8 > 1.708337
    PC11 > -0.5750982
    PC21 > 0.03913228
    PC22 > -0.792013
    PC34 <= 0.4210965
    PC46 <= 1.406275
    PC56 <= 0.2032554
    PC59 <= 0.3535813
    PC60 > -0.5767649
    PC61 > -0.7268483
    PC72 > -0.3666397
    ->  class 2\|0  [0.979]

Rule 49/185: (38.8, lift 13.2)
    PC1 <= -0.4334595
    PC2 > -0.4804912
    PC8 > 1.708337
    ->  class 2\|0  [0.975]

Rule 49/186: (158.5/3.6, lift 13.2)
    PC8 > 5.900245
    PC21 > -0.2469342
    ->  class 2\|0  [0.972]

Rule 49/187: (69.5/1.2, lift 13.2)
    PC1 <= -0.4334595
    PC8 > 1.708337
    PC21 > -0.2469342
    PC22 > -0.792013
    PC54 > 1.35245
    PC96 > -0.3563694
    ->  class 2\|0  [0.969]

Rule 49/188: (78/2, lift 13.1)
    PC1 > -0.4334595
    PC1 <= 13.26314
    PC2 <= 2.5099
    PC3 <= -0.01609154
    PC9 > -2.288806
    PC16 > -1.941889
    PC44 > 0.800207
    PC99 > -2.169783
    ->  class 2\|0  [0.963]

Rule 49/189: (22.4, lift 13.0)
    PC1 <= -0.4334595
    PC8 > 1.708337
    PC15 <= -2.188156
    PC21 > -0.2469342
    ->  class 2\|0  [0.959]

Rule 49/190: (18.7/0.2, lift 12.8)
    PC1 > -0.4334595
    PC1 <= -0.1814509
    PC2 <= 2.5099
    PC6 > -2.754794
    PC8 > 0.08273966
    PC48 <= 0.1770287
    PC56 <= 0.2579809
    PC95 <= 0.2667493
    ->  class 2\|0  [0.944]

Rule 49/191: (358.5/19.5, lift 12.8)
    PC8 > 4.672007
    PC21 > -0.2469342
    PC22 > -0.792013
    PC60 > -0.5767649
    ->  class 2\|0  [0.943]

Rule 49/192: (27.6/1.4, lift 12.5)
    PC1 <= -0.4334595
    PC8 > 1.708337
    PC11 <= -0.5750982
    PC20 <= -0.1624147
    PC22 > -0.792013
    PC60 > -0.5767649
    PC96 > -0.3563694
    ->  class 2\|0  [0.918]

Rule 49/193: (9.6, lift 12.4)
    PC1 > -0.4334595
    PC1 <= 0.3860425
    PC2 <= 2.5099
    PC3 > -0.01609154
    PC16 > -1.941889
    PC16 <= 0.3594292
    PC48 <= -0.2733738
    ->  class 2\|0  [0.914]

Rule 49/194: (78.4/6.1, lift 12.4)
    PC1 <= -0.4334595
    PC2 > -1.250447
    PC2 <= 2.5099
    PC8 > 0.2281314
    PC32 > 1.362926
    ->  class 2\|0  [0.912]

Rule 49/195: (9, lift 12.3)
    PC1 <= -0.4334595
    PC8 > 0.2281314
    PC12 > 0.3447308
    PC21 > -0.2469342
    PC22 <= -0.792013
    ->  class 2\|0  [0.909]

Rule 49/196: (88.8/7.6, lift 12.3)
    PC1 <= -0.4334595
    PC8 > 0.2281314
    PC39 > -0.9868422
    PC62 <= -1.154178
    PC85 <= -0.005031254
    ->  class 2\|0  [0.905]

Rule 49/197: (8.7/0.1, lift 12.1)
    PC2 <= 2.5099
    PC8 > 1.708337
    PC20 <= -0.148854
    PC22 <= -0.792013
    ->  class 2\|0  [0.892]

Rule 49/198: (5.9/0.6, lift 10.9)
    PC1 <= -0.4334595
    PC8 > 1.708337
    PC21 > -0.2469342
    PC45 > 0.4987664
    PC96 > -0.3563694
    ->  class 2\|0  [0.803]

Rule 49/199: (123.5, lift 10.2)
    PC1 <= -0.4334595
    PC8 > 1.708337
    PC21 <= 0.03913228
    PC22 > -0.792013
    PC24 <= 0.4093125
    PC59 <= 0.3535813
    ->  class 2\|1  [0.992]

Rule 49/200: (215.7/0.9, lift 10.2)
    PC1 <= -0.4334595
    PC2 <= -0.4804912
    PC8 > 1.708337
    PC12 <= 0.3447308
    PC20 > -0.148854
    PC21 > -0.2469342
    PC22 <= -0.792013
    ->  class 2\|1  [0.991]

Rule 49/201: (163.1/0.7, lift 10.1)
    PC2 <= -1.250447
    PC6 <= 1.373195
    PC8 > 0.2281314
    PC8 <= 1.708337
    PC12 > -2.923698
    PC14 > -1.608004
    PC21 > -1.55162
    PC41 > -0.2190732
    PC41 <= 1.427926
    PC44 <= 0.8057496
    PC55 > -0.8495878
    PC60 > -1.509971
    PC68 > -1.824262
    PC69 <= 0.06156952
    PC81 <= 0.03223655
    PC93 <= 0.6058885
    ->  class 2\|1  [0.990]

Rule 49/202: (159/0.5, lift 10.2)
    PC1 <= -0.4334595
    PC8 > 1.708337
    PC21 <= 1.50095
    PC25 <= 0.4695094
    PC32 > -1.710034
    PC56 > 0.2032554
    PC72 > -0.3666397
    ->  class 2\|1  [0.990]

Rule 49/203: (64.1, lift 10.1)
    PC1 <= -0.4334595
    PC8 > 1.708337
    PC25 <= 0.4695094
    PC32 > -1.710034
    PC46 > 1.406275
    PC60 > -0.5767649
    PC94 > -0.7202388
    ->  class 2\|1  [0.985]

Rule 49/204: (112.6/0.9, lift 10.1)
    PC1 <= -0.4334595
    PC2 <= -1.250447
    PC8 > 0.2281314
    PC8 <= 1.708337
    PC12 > -2.923698
    PC21 > -1.55162
    PC22 > -1.628055
    PC45 <= 0.0813176
    PC60 > -1.509971
    PC69 <= 0.06156952
    PC72 > -0.7166225
    PC81 <= 0.03223655
    PC93 <= 0.7864403
    ->  class 2\|1  [0.983]

Rule 49/205: (42.8, lift 10.0)
    PC1 <= -0.4334595
    PC2 <= -1.250447
    PC8 > 0.2281314
    PC8 <= 1.708337
    PC39 > -0.9868422
    PC55 <= -0.8495878
    PC62 > -1.154178
    ->  class 2\|1  [0.978]

Rule 49/206: (42.2, lift 10.0)
    PC1 <= -0.4334595
    PC8 > 1.708337
    PC34 > 0.4210965
    PC35 <= -0.0007037701
    PC96 > -0.3563694
    ->  class 2\|1  [0.977]

Rule 49/207: (36.5, lift 10.0)
    PC1 <= -0.4334595
    PC5 > 1.560003
    PC8 > 0.2281314
    PC8 <= 1.708337
    PC81 > 0.03223655
    ->  class 2\|1  [0.974]

Rule 49/208: (50.1/0.5, lift 10.0)
    PC1 > -0.1814509
    PC1 <= 13.26314
    PC3 <= -0.01609154
    PC8 > -3.845217
    PC9 <= -2.288806
    PC44 > 0.800207
    ->  class 2\|1  [0.972]

Rule 49/209: (218.1/5.7, lift 9.9)
    PC1 <= -0.4334595
    PC8 > 1.708337
    PC11 <= -0.5750982
    PC20 > -0.1624147
    PC21 > -0.2469342
    PC32 > -1.710034
    ->  class 2\|1  [0.970]

Rule 49/210: (45.8/0.5, lift 9.9)
    PC1 <= -0.4334595
    PC8 > 1.708337
    PC11 > -0.5750982
    PC16 > 0.5461991
    PC21 <= 1.50095
    PC25 <= 0.4695094
    ->  class 2\|1  [0.969]

Rule 49/211: (29, lift 9.9)
    PC1 <= -0.4334595
    PC8 > 1.708337
    PC34 > 0.4210965
    PC56 <= 0.2032554
    PC59 <= 0.3535813
    PC84 <= -0.2054339
    ->  class 2\|1  [0.968]

Rule 49/212: (28, lift 9.9)
    PC1 <= -0.4334595
    PC8 > 1.708337
    PC59 > 0.3535813
    PC60 > -0.5767649
    ->  class 2\|1  [0.967]

Rule 49/213: (80.5/2.3, lift 9.8)
    PC1 <= -0.4334595
    PC2 > -1.250447
    PC2 <= 2.5099
    PC8 > 0.2281314
    PC8 <= 1.708337
    PC32 <= 1.362926
    ->  class 2\|1  [0.960]

Rule 49/214: (112.9/3.8, lift 9.8)
    PC1 <= -0.4334595
    PC8 > 1.708337
    PC21 <= 1.50095
    PC61 <= -0.7268483
    ->  class 2\|1  [0.958]

Rule 49/215: (21.9, lift 9.8)
    PC1 > -0.4334595
    PC2 <= 2.5099
    PC3 <= -0.01609154
    PC8 > -3.845217
    PC94 > 0.6570436
    ->  class 2\|1  [0.958]

Rule 49/216: (22.4/0.1, lift 9.8)
    PC1 > -0.4334595
    PC1 <= -0.1814509
    PC2 <= 2.5099
    PC8 > 0.08273966
    PC56 > 0.2579809
    ->  class 2\|1  [0.955]

Rule 49/217: (100.6/3.8, lift 9.8)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 > 0.2281314
    PC8 <= 1.708337
    PC14 > -1.608004
    PC78 <= -0.1352798
    PC85 > -0.7970175
    ->  class 2\|1  [0.954]

Rule 49/218: (198.6/8.3, lift 9.8)
    PC5 > -0.02843485
    PC7 > 0.1627358
    PC8 > 1.708337
    PC21 <= -0.2469342
    PC22 > -1.762498
    PC25 <= 0.4695094
    PC40 > -1.511018
    ->  class 2\|1  [0.953]

Rule 49/219: (18.7, lift 9.8)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 > -0.6680527
    PC8 <= 0.2281314
    PC22 > 0.8761942
    PC44 > 0.1536839
    ->  class 2\|1  [0.952]

Rule 49/220: (42.3/1.2, lift 9.7)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 > -3.21639
    PC8 <= 0.2281314
    PC19 > -3.140827
    PC32 > 1.590739
    PC37 <= 1.395016
    PC56 > 0.1382973
    ->  class 2\|1  [0.950]

Rule 49/221: (17.3, lift 9.7)
    PC1 > -0.4334595
    PC1 <= 13.26314
    PC2 <= 2.5099
    PC3 <= -0.01609154
    PC8 > -3.845217
    PC99 <= -2.169783
    ->  class 2\|1  [0.948]

Rule 49/222: (23.9/0.5, lift 9.7)
    PC2 <= 2.5099
    PC8 > -0.6680527
    PC8 <= 0.2281314
    PC28 > -0.1260165
    PC32 <= 1.590739
    PC54 <= 1.722556
    PC65 <= 1.099229
    PC83 > 0.9509131
    ->  class 2\|1  [0.942]

Rule 49/223: (15.2, lift 9.7)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 > -0.6680527
    PC45 > 0.3833095
    PC58 > -0.5321436
    ->  class 2\|1  [0.942]

Rule 49/224: (40.8/1.6, lift 9.6)
    PC8 > 0.2281314
    PC8 <= 1.708337
    PC62 <= -1.154178
    PC74 <= 0.3356011
    PC85 > -0.005031254
    ->  class 2\|1  [0.940]

Rule 49/225: (17.7/0.3, lift 9.6)
    PC1 <= -0.4334595
    PC8 > 1.708337
    PC21 <= 1.50095
    PC59 <= 0.3535813
    PC61 > -0.7268483
    PC72 <= -0.3666397
    ->  class 2\|1  [0.934]

Rule 49/226: (14.9/0.4, lift 9.4)
    PC1 <= -0.4334595
    PC8 > 1.708337
    PC21 <= 1.50095
    PC27 > -0.2776462
    PC32 > -1.710034
    PC34 > 0.4210965
    ->  class 2\|1  [0.917]

Rule 49/227: (9.8, lift 9.4)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 > 0.2281314
    PC8 <= 1.708337
    PC76 > 0.3518493
    PC78 > -0.1352798
    PC81 > 0.03223655
    ->  class 2\|1  [0.916]

Rule 49/228: (38.6/2.6, lift 9.3)
    PC2 <= -1.250447
    PC8 > 0.2281314
    PC8 <= 1.708337
    PC44 > 0.8057496
    PC62 > -1.154178
    PC78 > -0.1352798
    ->  class 2\|1  [0.912]

Rule 49/229: (9.3, lift 9.3)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 > -0.6680527
    PC8 <= 0.2281314
    PC44 <= 0.1536839
    PC55 <= -1.113829
    ->  class 2\|1  [0.912]

Rule 49/230: (8.3, lift 9.3)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 > -0.6680527
    PC8 <= 0.2281314
    PC17 <= 0.9567902
    PC28 <= -0.1260165
    PC44 <= 0.1536839
    ->  class 2\|1  [0.903]

Rule 49/231: (18.8/2.5, lift 8.5)
    PC1 <= -0.4334595
    PC8 > -0.6680527
    PC19 > 3.342159
    PC44 > 0.1536839
    PC63 <= 0.1379408
    PC68 > -1.233251
    ->  class 2\|1  [0.831]

Rule 49/232: (318.7/54, lift 8.5)
    PC1 <= -0.4334595
    PC8 > 1.708337
    PC21 > -0.2469342
    PC60 <= -0.5767649
    ->  class 2\|1  [0.828]

Rule 49/233: (14.5/1.9, lift 8.5)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 > 0.2281314
    PC8 <= 1.708337
    PC16 <= 0.7426538
    PC80 <= -0.6463771
    PC81 > 0.03223655
    ->  class 2\|1  [0.827]

Rule 49/234: (13.8/1.8, lift 8.5)
    PC2 <= 2.5099
    PC8 > -0.6680527
    PC8 <= 0.2281314
    PC44 <= 0.1536839
    PC54 <= 1.722556
    PC65 > 1.099229
    ->  class 2\|1  [0.826]

Rule 49/235: (233.7/50.6, lift 8.0)
    PC1 <= -0.4334595
    PC8 > 0.2281314
    PC22 > -0.792013
    PC32 <= -1.710034
    PC60 > -0.5767649
    PC96 > -0.3563694
    ->  class 2\|1  [0.781]

Rule 49/236: (50.7/12.9, lift 7.5)
    PC2 <= 2.5099
    PC8 > -3.21639
    PC14 <= -3.562955
    ->  class 2\|1  [0.736]

Rule 49/237: (29/8.2, lift 7.2)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 > 0.2281314
    PC16 > 0.7426538
    PC62 > -1.154178
    PC81 > 0.03223655
    ->  class 2\|1  [0.705]

Rule 49/238: (158.8/57.3, lift 6.5)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 > -0.6680527
    PC19 > -3.140827
    PC32 <= 1.590739
    PC44 <= 0.1536839
    PC55 > -1.113829
    PC58 <= -0.5321436
    PC65 <= 1.099229
    PC83 <= 0.9509131
    ->  class 2\|1  [0.637]

Rule 49/239: (44.1, lift 9.9)
    PC8 > -3.21639
    PC8 <= -0.6680527
    PC14 > -3.562955
    PC14 <= -1.460238
    PC43 <= -0.91429
    ->  class 2\|2  [0.978]

Rule 49/240: (39.7, lift 9.9)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 > 0.2281314
    PC8 <= 1.708337
    PC22 <= -1.628055
    PC44 <= 0.8057496
    ->  class 2\|2  [0.976]

Rule 49/241: (188/3.9, lift 9.9)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 > -3.21639
    PC8 <= -0.6680527
    PC10 > -0.06519445
    PC14 > -3.562955
    PC20 > 0.07430925
    PC43 > -0.91429
    PC57 <= 0.4652151
    PC75 > 0.2053886
    PC76 <= 0.341296
    PC80 > -0.5582992
    PC98 <= 1.295247
    ->  class 2\|2  [0.974]

Rule 49/242: (72.2/1.2, lift 9.8)
    PC2 <= -1.892192
    PC8 > -3.21639
    PC8 <= -0.6680527
    PC14 > -3.562955
    PC57 > -0.07739355
    PC97 <= 1.153858
    PC98 > 1.295247
    ->  class 2\|2  [0.970]

Rule 49/243: (42.8/0.7, lift 9.7)
    PC1 <= -0.4334595
    PC2 <= -1.250447
    PC8 > 0.2281314
    PC8 <= 1.708337
    PC14 > -1.608004
    PC21 > -1.55162
    PC41 <= -0.2190732
    PC45 > 0.0813176
    PC62 > -1.154178
    PC69 <= 0.06156952
    PC78 > -0.1352798
    ->  class 2\|2  [0.961]

Rule 49/244: (24.7, lift 9.7)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 <= 1.708337
    PC14 > -1.608004
    PC60 <= -1.509971
    PC62 > -1.154178
    PC81 <= 0.03223655
    ->  class 2\|2  [0.959]

Rule 49/245: (21.7, lift 9.7)
    PC1 <= -0.4334595
    PC2 <= -1.250447
    PC8 > 0.2281314
    PC8 <= 1.708337
    PC12 <= -2.923698
    PC44 <= 0.8057496
    PC81 <= 0.03223655
    ->  class 2\|2  [0.958]

Rule 49/246: (20.7, lift 9.7)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC23 > 3.121211
    PC46 > 0.413817
    ->  class 2\|2  [0.956]

Rule 49/247: (19.4, lift 9.7)
    PC8 > -3.21639
    PC8 <= -0.6680527
    PC14 > -3.562955
    PC20 <= 0.07430925
    PC35 <= -3.5737
    PC65 <= 0.9533288
    PC100 > -3.16163
    ->  class 2\|2  [0.953]

Rule 49/248: (17.8, lift 9.6)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC4 > 0.1904163
    PC8 > -0.6680527
    PC8 <= 0.2281314
    PC37 <= 1.395016
    ->  class 2\|2  [0.950]

Rule 49/249: (39.1/1, lift 9.6)
    PC1 <= -0.4334595
    PC8 > -3.21639
    PC8 <= -0.6680527
    PC29 <= 0.2792483
    PC43 <= -0.91429
    PC55 <= -0.1193094
    PC57 > -0.07739355
    PC68 <= 0.2349037
    PC100 > -3.16163
    ->  class 2\|2  [0.950]

Rule 49/250: (77.9/3.2, lift 9.6)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 > -3.21639
    PC8 <= -0.6680527
    PC29 <= 0.2792483
    PC30 > 0.223086
    PC65 <= 0.9533288
    PC75 > 0.2053886
    ->  class 2\|2  [0.947]

Rule 49/251: (16.3, lift 9.6)
    PC2 <= 2.5099
    PC8 > -3.21639
    PC8 <= -0.6680527
    PC32 <= 1.590739
    PC45 > -0.2228213
    PC75 <= 0.2053886
    PC89 <= -1.669469
    ->  class 2\|2  [0.945]

Rule 49/252: (48/1.9, lift 9.6)
    PC1 <= -0.4334595
    PC2 <= -1.250447
    PC6 > 1.373195
    PC8 > 0.2281314
    PC8 <= 1.708337
    PC45 > 0.0813176
    ->  class 2\|2  [0.942]

Rule 49/253: (52.2/2.2, lift 9.5)
    PC1 <= -0.4334595
    PC2 <= -1.250447
    PC8 <= 1.708337
    PC41 > -0.2190732
    PC44 <= 0.8057496
    PC45 > 0.0813176
    PC62 > -1.154178
    PC68 <= -1.824262
    ->  class 2\|2  [0.941]

Rule 49/254: (359.7/21.8, lift 9.5)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC3 > -1.640187
    PC8 > -0.6680527
    PC8 <= 0.2281314
    PC19 > -3.140827
    PC28 > -0.1260165
    PC44 <= 0.1536839
    PC45 <= 0.3833095
    PC54 <= 1.722556
    PC55 > -1.113829
    PC58 > -0.5321436
    PC65 <= 1.099229
    PC83 > -1.071356
    PC83 <= 0.9509131
    ->  class 2\|2  [0.937]

Rule 49/255: (23.1/0.6, lift 9.5)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 > -3.21639
    PC8 <= -0.6680527
    PC29 > 0.2792483
    PC91 <= -0.137848
    ->  class 2\|2  [0.935]

Rule 49/256: (13.4, lift 9.5)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 > -1.225654
    PC8 <= -0.6680527
    PC53 > 0.5437248
    PC75 <= 0.2053886
    ->  class 2\|2  [0.935]

Rule 49/257: (86.1/5.5, lift 9.4)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 <= 1.708337
    PC14 > -1.608004
    PC44 <= 0.8057496
    PC55 > -0.8495878
    PC72 > -0.7166225
    PC78 > -0.1352798
    PC93 > 0.7864403
    ->  class 2\|2  [0.926]

Rule 49/258: (18.5/0.6, lift 9.4)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 > -0.6680527
    PC8 <= 0.2281314
    PC22 <= 0.8761942
    PC32 <= 1.590739
    PC37 <= 1.395016
    PC44 > 0.1536839
    PC82 > 0.2161616
    ->  class 2\|2  [0.923]

Rule 49/259: (221.6/16.5, lift 9.3)
    PC1 <= -0.4334595
    PC2 <= -1.250447
    PC5 <= 1.560003
    PC8 > 0.2281314
    PC8 <= 1.708337
    PC14 > -1.608004
    PC16 <= 0.7426538
    PC44 <= 0.8057496
    PC55 > -0.8495878
    PC62 > -1.154178
    PC76 <= 0.3518493
    PC78 > -0.1352798
    PC80 > -0.6463771
    PC81 > 0.03223655
    ->  class 2\|2  [0.922]

Rule 49/260: (38.6/2.3, lift 9.3)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 > -3.21639
    PC8 <= 0.2281314
    PC32 <= 1.590739
    PC100 <= -3.16163
    ->  class 2\|2  [0.920]

Rule 49/261: (10.5, lift 9.3)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 > 0.2281314
    PC8 <= 1.708337
    PC21 <= -1.55162
    PC81 <= 0.03223655
    ->  class 2\|2  [0.920]

Rule 49/262: (46.5/3, lift 9.3)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 > -3.21639
    PC8 <= 0.2281314
    PC14 > -3.562955
    PC45 <= -0.2228213
    PC57 > -0.07739355
    ->  class 2\|2  [0.918]

Rule 49/263: (13.7/0.4, lift 9.3)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 > -3.21639
    PC8 <= 0.2281314
    PC20 <= 0.07430925
    PC28 <= -0.1507373
    PC32 <= 1.590739
    PC75 > 0.2053886
    ->  class 2\|2  [0.913]

Rule 49/264: (9.2, lift 9.2)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 > 0.2281314
    PC8 <= 1.708337
    PC44 <= 0.8057496
    PC55 > -0.8495878
    PC62 > -1.154178
    PC72 <= -0.7166225
    PC78 > -0.1352798
    ->  class 2\|2  [0.911]

Rule 49/265: (18.3/0.8, lift 9.2)
    PC1 <= -0.4334595
    PC2 <= -3.629129
    PC5 <= 0.6919485
    PC8 > -3.21639
    PC8 <= -0.6680527
    PC20 <= 0.07430925
    PC29 <= 0.2792483
    PC43 > -0.91429
    PC65 <= 0.9533288
    PC75 > 0.2053886
    ->  class 2\|2  [0.909]

Rule 49/266: (363.2/32.3, lift 9.2)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 > -2.186474
    PC8 <= 0.2281314
    PC14 > -3.562955
    PC43 <= -0.91429
    PC55 > -0.1193094
    ->  class 2\|2  [0.909]

Rule 49/267: (8.5, lift 9.2)
    PC1 <= -0.4334595
    PC2 <= -1.250447
    PC8 > 0.2281314
    PC8 <= 1.708337
    PC41 > 1.427926
    PC45 > 0.0813176
    PC55 > -0.8495878
    PC93 <= 0.7864403
    ->  class 2\|2  [0.904]

Rule 49/268: (7.3, lift 9.1)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 > 0.2281314
    PC8 <= 1.708337
    PC55 > -0.8495878
    PC78 <= -0.1352798
    PC85 <= -0.7970175
    ->  class 2\|2  [0.893]

Rule 49/269: (50.1/4.8, lift 9.0)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 > -0.6680527
    PC8 <= 0.2281314
    PC22 <= 0.8761942
    PC32 <= 1.590739
    PC37 <= 1.395016
    PC44 > 0.1536839
    PC63 > 0.1379408
    ->  class 2\|2  [0.888]

Rule 49/270: (795.6/169.8, lift 8.0)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 > -3.21639
    PC8 <= 0.2281314
    PC14 > -3.562955
    PC19 > -3.140827
    PC32 <= 1.590739
    PC57 <= -0.07739355
    PC74 > -1.50725
    PC76 <= 0.6005656
    ->  class 2\|2  [0.786]

Rule 49/271: (42.2/9.1, lift 7.8)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 > 0.2281314
    PC8 <= 1.708337
    PC44 <= 0.8057496
    PC55 > -0.8495878
    PC69 > 0.06156952
    PC78 > -0.1352798
    PC81 <= 0.03223655
    ->  class 2\|2  [0.771]

Rule 49/272: (59.5/20, lift 6.7)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 > -1.225654
    PC8 <= -0.6680527
    PC28 <= -0.1000803
    PC32 <= 1.590739
    ->  class 2\|2  [0.659]

Rule 49/273: (240.8/143.2, lift 4.1)
    PC1 > -0.4334595
    PC1 <= 13.26314
    PC2 <= 2.5099
    PC3 <= -0.01609154
    PC8 > -3.845217
    PC16 > -1.941889
    PC44 <= 0.800207
    ->  class 2\|2  [0.406]

Rule 49/274: (260.4/203.7, lift 2.2)
    PC1 <= -0.4334595
    PC8 > 1.708337
    PC21 <= -0.2469342
    ->  class 2\|2  [0.220]

Rule 49/275: (162.7/0.2, lift 8.1)
    PC2 <= 2.5099
    PC8 <= -3.21639
    PC19 > -2.133636
    PC31 <= 1.2266
    PC46 <= 0.413817
    PC56 > -0.6470296
    PC85 <= 0.5882443
    PC93 > 0.3211098
    ->  class 2\|3  [0.993]

Rule 49/276: (98.3, lift 8.0)
    PC2 <= 2.5099
    PC8 <= -0.6680527
    PC19 > -3.140827
    PC32 <= 1.590739
    PC35 > 0.6613835
    PC44 > -0.7858293
    PC57 <= -0.07739355
    PC76 <= 0.6005656
    PC78 <= -0.122013
    ->  class 2\|3  [0.990]

Rule 49/277: (76.3, lift 8.0)
    PC1 > -0.1814509
    PC1 <= 11.24207
    PC2 <= 2.5099
    PC8 <= -3.845217
    PC36 > -4.711118
    PC79 > -0.3699443
    ->  class 2\|3  [0.987]

Rule 49/278: (402.3/5.6, lift 8.0)
    PC1 <= -0.4334595
    PC8 > -3.21639
    PC8 <= -1.225654
    PC19 > -3.140827
    PC29 <= 0.2792483
    PC32 <= 1.590739
    PC43 > -0.91429
    PC44 <= 0.9133549
    PC57 > -0.07739355
    PC75 <= 0.2053886
    PC98 <= 1.295247
    ->  class 2\|3  [0.984]

Rule 49/279: (35.8, lift 7.9)
    PC1 > -0.1814509
    PC1 <= 13.26314
    PC3 <= -0.01609154
    PC7 <= 2.56751
    PC8 > -3.845217
    PC16 > -1.941889
    PC19 > -1.677214
    PC21 <= 0.9056267
    PC35 > -0.4610973
    PC44 <= 0.800207
    PC71 <= 0.6015683
    PC85 > -0.4943444
    PC94 <= 0.6570436
    ->  class 2\|3  [0.974]

Rule 49/280: (40/0.4, lift 7.8)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC27 > -0.6067339
    PC32 <= 1.590739
    PC36 > -0.4247718
    PC70 > 0.5957489
    PC78 > -0.122013
    PC100 > -3.16163
    ->  class 2\|3  [0.966]

Rule 49/281: (37.5/0.4, lift 7.8)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 <= -0.6680527
    PC37 <= 1.395016
    PC57 <= -0.07739355
    PC76 > 0.6005656
    PC100 > -3.16163
    ->  class 2\|3  [0.964]

Rule 49/282: (25.8, lift 7.8)
    PC1 <= -0.4334595
    PC8 <= -0.6680527
    PC32 <= 1.590739
    PC37 <= 1.395016
    PC57 <= -0.07739355
    PC74 > -1.50725
    PC78 > -0.122013
    PC87 > 0.9083507
    ->  class 2\|3  [0.963]

Rule 49/283: (24, lift 7.8)
    PC2 <= 2.5099
    PC8 <= 0.2281314
    PC57 > -0.07739355
    PC97 > 1.153858
    PC98 > 1.295247
    ->  class 2\|3  [0.961]

Rule 49/284: (21.2, lift 7.8)
    PC1 > -0.4334595
    PC11 > 2.046466
    PC19 > -1.677214
    PC44 <= 0.800207
    PC85 <= -0.4943444
    ->  class 2\|3  [0.957]

Rule 49/285: (96.3/5.4, lift 7.6)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC4 <= 0.1904163
    PC8 > -0.6680527
    PC8 <= 0.2281314
    PC19 <= 3.342159
    PC22 <= 0.8761942
    PC44 > 0.1536839
    PC63 <= 0.1379408
    PC68 > -1.233251
    PC82 <= 0.2161616
    PC95 <= 3.023073
    ->  class 2\|3  [0.935]

Rule 49/286: (10.7, lift 7.5)
    PC1 > -0.4334595
    PC8 <= -3.845217
    PC19 > 3.570007
    ->  class 2\|3  [0.922]

Rule 49/287: (10.8, lift 7.5)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 > -0.6680527
    PC8 <= 0.2281314
    PC17 > 0.9567902
    ->  class 2\|3  [0.922]

Rule 49/288: (27.5/2.2, lift 7.2)
    PC1 > -0.1814509
    PC1 <= 11.24207
    PC2 <= 2.5099
    PC8 > -4.975385
    PC8 <= -3.845217
    ->  class 2\|3  [0.893]

Rule 49/289: (34.3/3.9, lift 7.0)
    PC1 <= -0.4334595
    PC8 <= -3.21639
    PC13 <= 0.5263308
    PC24 > 0.6922451
    PC85 > 0.5882443
    ->  class 2\|3  [0.864]

Rule 49/290: (11/0.8, lift 7.0)
    PC1 <= -0.4334595
    PC8 <= -0.6680527
    PC27 <= -0.6067339
    PC36 > -0.4247718
    PC57 <= -0.07739355
    PC100 > -3.16163
    ->  class 2\|3  [0.863]

Rule 49/291: (28.5/4.3, lift 6.7)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 > -3.21639
    PC8 <= -0.6680527
    PC19 > -3.140827
    PC36 <= -0.4247718
    PC57 <= -0.07739355
    PC100 > -3.16163
    ->  class 2\|3  [0.827]

Rule 49/292: (17.4/2.6, lift 6.6)
    PC1 > -0.4334595
    PC2 <= 2.5099
    PC3 > -0.01609154
    PC3 <= 0.2923115
    PC16 > 0.3594292
    ->  class 2\|3  [0.814]

Rule 49/293: (32.3/10.8, lift 5.3)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 > 0.2281314
    PC8 <= 1.708337
    PC39 > -0.9868422
    PC62 <= -1.154178
    PC74 > 0.3356011
    PC85 > -0.005031254
    ->  class 2\|3  [0.654]

Rule 49/294: (15.1/5.5, lift 5.0)
    PC1 <= -0.4334595
    PC8 > 1.708337
    PC25 > 0.4695094
    ->  class 2\|3  [0.622]

Rule 49/295: (12483.2/10026.2, lift 1.6)
    PC2 <= 2.5099
    ->  class 2\|3  [0.197]

Rule 49/296: (144, lift 19.1)
    PC2 <= 2.5099
    PC8 <= -3.21639
    PC22 > -1.900676
    PC24 <= 0.6922451
    PC26 <= 2.609045
    PC46 <= 0.413817
    PC56 > -1.762532
    PC76 > -1.169583
    PC85 > 0.5882443
    ->  class 2\|4  [0.993]

Rule 49/297: (200.2/1, lift 19.1)
    PC1 <= -0.4334595
    PC8 <= -3.21639
    PC19 <= -4.154634
    ->  class 2\|4  [0.990]

Rule 49/298: (64.7, lift 19.0)
    PC1 <= -0.4334595
    PC8 <= -3.21639
    PC13 > 0.5263308
    ->  class 2\|4  [0.985]

Rule 49/299: (46.7, lift 18.9)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC32 > 3.672419
    PC46 <= 0.413817
    PC93 <= 0.3211098
    ->  class 2\|4  [0.979]

Rule 49/300: (46.3, lift 18.9)
    PC2 <= 2.5099
    PC8 <= -3.21639
    PC22 > -1.900676
    PC46 <= 0.413817
    PC56 > -1.762532
    PC57 > 1.017266
    ->  class 2\|4  [0.979]

Rule 49/301: (66.2/0.5, lift 18.8)
    PC1 <= -0.4334595
    PC8 <= -3.21639
    PC22 > -1.900676
    PC46 <= 0.413817
    PC79 <= -0.3373926
    PC93 <= 0.3211098
    ->  class 2\|4  [0.977]

Rule 49/302: (58.1/0.4, lift 18.8)
    PC8 <= -3.21639
    PC9 > 4.475528
    PC19 <= 0.6964155
    PC22 > -1.900676
    PC46 <= 0.413817
    PC85 <= 0.5882443
    PC93 <= 0.3211098
    ->  class 2\|4  [0.977]

Rule 49/303: (83.7/2.2, lift 18.5)
    PC1 <= -0.4334595
    PC8 <= 0.2281314
    PC19 <= -3.140827
    PC63 <= -0.2927086
    PC89 <= 0.4668681
    ->  class 2\|4  [0.962]

Rule 49/304: (63.9/1.6, lift 18.5)
    PC8 <= -0.6680527
    PC18 <= -0.09502326
    PC19 > -3.140827
    PC29 <= 0.2792483
    PC44 > 0.9133549
    PC57 > -0.07739355
    PC75 <= 0.2053886
    ->  class 2\|4  [0.961]

Rule 49/305: (105.7/5, lift 18.2)
    PC1 > -0.4334595
    PC2 <= 2.5099
    PC8 <= -3.845217
    PC19 <= 3.570007
    PC20 <= -0.10826
    PC79 <= -0.3699443
    ->  class 2\|4  [0.944]

Rule 49/306: (15, lift 18.1)
    PC1 > -0.4334595
    PC1 <= 13.26314
    PC2 <= 2.5099
    PC3 <= -0.01609154
    PC8 > -3.845217
    PC16 > -1.941889
    PC19 > -1.677214
    PC71 > 0.6015683
    ->  class 2\|4  [0.941]

Rule 49/307: (319.9/18.9, lift 18.1)
    PC1 <= -0.4334595
    PC8 <= -3.21639
    PC19 <= 0.6964155
    PC22 > -1.900676
    PC31 <= 1.2266
    PC36 <= 0.2757236
    PC46 <= 0.413817
    PC54 <= 1.674318
    PC58 <= 0.4766171
    PC73 > 0.1580673
    PC76 <= 0.491404
    PC90 > -0.8380617
    PC93 <= 0.3211098
    PC95 > 0.04876138
    PC96 <= 0.2791295
    ->  class 2\|4  [0.938]

Rule 49/308: (10.8, lift 17.8)
    PC1 > -0.4334595
    PC2 <= 2.5099
    PC36 <= -4.711118
    ->  class 2\|4  [0.922]

Rule 49/309: (8.4/0.6, lift 16.3)
    PC2 <= 2.5099
    PC8 <= -3.21639
    PC22 > -1.900676
    PC56 > -1.762532
    PC56 <= -0.6470296
    PC93 > 0.3211098
    ->  class 2\|4  [0.844]

Rule 49/310: (28.4/4.8, lift 15.6)
    PC2 <= 2.5099
    PC8 > -3.21639
    PC8 <= -0.6680527
    PC17 > -0.4170254
    PC29 > 0.2792483
    PC57 > -0.07739355
    PC91 > -0.137848
    ->  class 2\|4  [0.810]

Default class: 2\|3

-----  Trial 50:  -----

Rules:

Rule 50/1: (211.6, lift 17.3)
    PC4 <= 7.354426
    PC7 > -0.8279885
    PC13 <= 8.316996
    PC18 > 2.790875
    PC22 > -0.3249777
    PC35 <= -0.1220781
    PC66 > -3.223631
    ->  class 0\|0  [0.995]

Rule 50/2: (154.7, lift 17.3)
    PC6 <= 0.1895734
    PC14 <= 1.122123
    PC18 > 0.5778062
    PC24 > 0.02797451
    PC28 > -0.7168954
    PC31 > 0.09238175
    PC48 > 0.3386607
    PC63 <= 0.881411
    ->  class 0\|0  [0.994]

Rule 50/3: (89.6/0.2, lift 17.2)
    PC5 <= 2.339702
    PC7 > -0.8279885
    PC13 > -3.828395
    PC18 > 2.790875
    PC22 > -0.3249777
    PC22 <= 0.1116037
    PC66 > -3.223631
    PC70 <= -0.3367027
    ->  class 0\|0  [0.987]

Rule 50/4: (77.2/0.1, lift 17.2)
    PC7 <= -0.8322538
    PC10 > -4.33567
    PC10 <= 0.6580794
    PC18 > 2.790875
    PC19 > -0.2375407
    PC22 > -0.3249777
    PC40 > -1.781314
    PC61 > -0.4600392
    PC73 <= 0.6986846
    PC97 <= 0.1330405
    ->  class 0\|0  [0.986]

Rule 50/5: (39.9, lift 17.0)
    PC2 > 2.231518
    PC7 <= -0.8279885
    PC18 > 2.790875
    PC22 > -0.3249777
    PC66 > -3.223631
    PC74 > 0.7055129
    ->  class 0\|0  [0.976]

Rule 50/6: (33.1, lift 16.9)
    PC2 > 2.231518
    PC7 <= -0.8279885
    PC18 > 2.790875
    PC22 > -0.3249777
    PC53 <= -0.8723749
    ->  class 0\|0  [0.971]

Rule 50/7: (159.6/5.6, lift 16.7)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC6 > 0.1895734
    PC7 > 0.2783149
    PC8 > -0.01041131
    PC18 > -0.4683644
    ->  class 0\|0  [0.959]

Rule 50/8: (371.8/17.4, lift 16.5)
    PC4 <= 7.354426
    PC5 <= 2.339702
    PC7 > -0.8279885
    PC12 <= 1.068592
    PC18 > 2.790875
    PC22 > -0.3249777
    PC66 > -3.223631
    PC81 <= 0.8124506
    PC85 > -2.06305
    PC87 <= 0.7819136
    ->  class 0\|0  [0.951]

Rule 50/9: (22.6/1.5, lift 15.7)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC13 > -3.828395
    PC18 > -0.4683644
    PC18 <= 0.5778062
    PC22 > -0.3249777
    PC29 <= 5.380837
    PC60 <= -1.01961
    PC86 <= 2.85107
    ->  class 0\|0  [0.899]

Rule 50/10: (7.4, lift 15.6)
    PC13 > 8.316996
    PC16 <= -1.235095
    PC42 <= 0.152677
    PC59 <= -0.6026022
    ->  class 0\|0  [0.894]

Rule 50/11: (7.7/0.2, lift 15.2)
    PC2 > 2.231518
    PC13 <= 8.316996
    PC14 > -0.3420141
    PC18 > -0.4683644
    PC22 <= -0.3249777
    PC64 <= -1.231222
    PC84 <= 0.09214821
    PC86 <= 2.85107
    ->  class 0\|0  [0.872]

Rule 50/12: (58/6.7, lift 15.2)
    PC13 > -3.828395
    PC13 <= 8.316996
    PC18 > 0.5778062
    PC18 <= 2.790875
    PC22 > -0.3249777
    PC29 > 1.579295
    PC62 > -2.178224
    ->  class 0\|0  [0.872]

Rule 50/13: (83.6/12.6, lift 14.6)
    PC14 > -0.3420141
    PC18 > -0.4683644
    PC21 <= 0.1282782
    PC40 > 2.358534
    PC47 <= 4.410915
    PC62 > -2.178224
    PC84 <= 0.09214821
    ->  class 0\|0  [0.842]

Rule 50/14: (7.3/1.1, lift 13.5)
    PC2 > 2.231518
    PC13 <= 8.316996
    PC18 > 0.5778062
    PC18 <= 2.790875
    PC20 <= -2.520303
    PC22 > -0.3249777
    PC47 <= 4.410915
    ->  class 0\|0  [0.777]

Rule 50/15: (37.3/8.4, lift 13.2)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC8 > 0.2367005
    PC18 > 0.5778062
    PC18 <= 2.790875
    PC48 <= 0.3386607
    ->  class 0\|0  [0.761]

Rule 50/16: (67.5/16.9, lift 12.9)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC13 > -3.828395
    PC13 <= 8.316996
    PC18 > -0.4683644
    PC22 > -0.3249777
    PC62 > -2.178224
    PC86 <= 2.85107
    PC90 <= -1.848083
    ->  class 0\|0  [0.743]

Rule 50/17: (56.3/17.1, lift 12.0)
    PC2 > 2.231518
    PC13 > -3.828395
    PC13 <= 8.316996
    PC18 > 0.5778062
    PC100 <= -1.292584
    ->  class 0\|0  [0.689]

Rule 50/18: (29.2/8.7, lift 12.0)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC12 > 1.022493
    PC13 <= 8.316996
    PC18 > -0.4683644
    PC18 <= 2.790875
    PC22 > -0.3249777
    PC48 <= 0.3386607
    PC100 <= 1.237901
    ->  class 0\|0  [0.689]

Rule 50/19: (41.9/15, lift 11.1)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC13 <= 8.316996
    PC18 > -0.4683644
    PC21 > 0.1282782
    PC22 <= -0.3249777
    PC47 <= 4.410915
    ->  class 0\|0  [0.635]

Rule 50/20: (61.1, lift 12.2)
    PC2 > 2.231518
    PC4 <= 7.354426
    PC5 <= 2.339702
    PC12 > 1.068592
    PC13 <= 8.316996
    PC18 > 2.790875
    PC35 > -0.1220781
    ->  class 0\|1  [0.984]

Rule 50/21: (43.3, lift 12.1)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC7 <= -0.7101157
    PC18 <= -0.4683644
    PC20 > -3.751503
    PC49 > -1.24435
    PC55 > 0.7797621
    ->  class 0\|1  [0.978]

Rule 50/22: (40.3, lift 12.1)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC8 > 0.1548424
    PC18 > -0.4683644
    PC18 <= 0.5778062
    PC60 > -1.01961
    PC90 > -1.848083
    ->  class 0\|1  [0.976]

Rule 50/23: (37.7, lift 12.0)
    PC18 > -0.4683644
    PC25 > 2.573061
    PC90 > -1.848083
    ->  class 0\|1  [0.975]

Rule 50/24: (41, lift 12.0)
    PC5 <= 2.339702
    PC18 > 2.790875
    PC66 <= -3.223631
    ->  class 0\|1  [0.975]

Rule 50/25: (48.9/0.4, lift 12.0)
    PC13 <= -3.828395
    PC30 > 4.755065
    ->  class 0\|1  [0.972]

Rule 50/26: (54/2.9, lift 11.5)
    PC5 > 2.339702
    PC13 > -3.828395
    PC13 <= 8.316996
    PC18 > 2.790875
    PC22 > -0.3249777
    ->  class 0\|1  [0.931]

Rule 50/27: (39.3/2.5, lift 11.3)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC7 <= -0.8279885
    PC18 > -0.4683644
    PC61 <= -0.4600392
    ->  class 0\|1  [0.914]

Rule 50/28: (20.5/1.1, lift 11.2)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC7 <= -0.7101157
    PC18 <= -0.4683644
    PC55 <= 0.7797621
    PC94 > 1.003931
    ->  class 0\|1  [0.908]

Rule 50/29: (60.8/10, lift 10.2)
    PC4 > 7.354426
    PC18 > 2.790875
    PC22 > 0.1116037
    PC29 <= 5.380837
    ->  class 0\|1  [0.825]

Rule 50/30: (34.6/5.6, lift 10.1)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC8 > 0.0162651
    PC18 > -2.052494
    PC18 <= -0.4683644
    PC47 <= 1.387779
    PC61 <= -0.3639649
    ->  class 0\|1  [0.818]

Rule 50/31: (45.8/8.1, lift 10.0)
    PC2 > 2.231518
    PC7 > -0.7101157
    PC9 > 0.1774768
    PC89 > 1.380547
    ->  class 0\|1  [0.810]

Rule 50/32: (17.6/3.4, lift 9.6)
    PC18 <= -0.4683644
    PC28 <= -0.05609887
    PC36 > 2.366389
    PC47 <= 1.387779
    PC89 <= 1.380547
    PC97 > -0.1540349
    ->  class 0\|1  [0.775]

Rule 50/33: (22.1/7.1, lift 8.2)
    PC3 <= 1.640775
    PC7 <= -0.7101157
    PC18 <= -0.4683644
    PC33 <= -1.365196
    PC55 <= 0.7797621
    ->  class 0\|1  [0.666]

Rule 50/34: (3390.2/1936.2, lift 5.3)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC18 > -0.4683644
    ->  class 0\|1  [0.429]

Rule 50/35: (90.4, lift 10.0)
    PC4 <= -7.144614
    PC18 > -2.052494
    PC18 <= -0.4683644
    PC43 > -0.5825734
    ->  class 0\|2  [0.989]

Rule 50/36: (115.1/0.5, lift 10.0)
    PC2 > 2.231518
    PC5 > 2.765218
    PC8 > -0.5090897
    PC15 > -1.267113
    PC18 <= -0.4683644
    PC49 <= 0.6123037
    ->  class 0\|2  [0.988]

Rule 50/37: (74, lift 9.9)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC10 <= 5.852866
    PC16 > -0.5623217
    PC18 <= -0.4683644
    PC42 <= 1.592236
    PC47 <= 1.387779
    PC71 > -1.016504
    PC80 > 0.1269425
    PC90 <= -1.114066
    ->  class 0\|2  [0.987]

Rule 50/38: (57.6, lift 9.9)
    PC13 > 8.316996
    PC16 > -1.235095
    PC18 > -0.4683644
    PC29 <= 5.380837
    PC31 <= 0.02654657
    PC47 <= 4.410915
    ->  class 0\|2  [0.983]

Rule 50/39: (47.5, lift 9.9)
    PC13 > 8.316996
    PC16 > -1.235095
    PC18 > -0.4683644
    PC46 <= -0.2220724
    ->  class 0\|2  [0.980]

Rule 50/40: (98.9/1.2, lift 9.9)
    PC2 > 2.231518
    PC13 <= 8.316996
    PC15 > -0.5948058
    PC18 > -0.4683644
    PC22 <= -0.3249777
    PC40 <= -1.304991
    PC61 <= 0.3978741
    PC72 <= 0.716008
    ->  class 0\|2  [0.978]

Rule 50/41: (38.5, lift 9.8)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC18 > -0.4683644
    PC47 <= 4.410915
    PC62 <= -2.178224
    ->  class 0\|2  [0.975]

Rule 50/42: (72.2/1, lift 9.8)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC7 > -0.6421012
    PC14 <= -0.3420141
    PC18 > -0.4683644
    PC21 <= 0.1282782
    PC22 <= -0.3249777
    PC40 > -1.304991
    PC72 <= 0.716008
    PC86 <= 2.85107
    ->  class 0\|2  [0.973]

Rule 50/43: (45.2/0.4, lift 9.8)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC10 > -3.972632
    PC13 <= 8.316996
    PC18 > -0.4683644
    PC21 <= 0.1282782
    PC22 <= -0.3249777
    PC40 > -1.304991
    PC66 > 0.119242
    PC72 <= 0.716008
    PC84 > 0.09214821
    PC86 <= 2.85107
    ->  class 0\|2  [0.970]

Rule 50/44: (74.6/1.5, lift 9.8)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC6 <= 0.1895734
    PC8 <= 0.1548424
    PC13 <= 8.316996
    PC18 > -0.4683644
    PC18 <= 0.5778062
    PC22 > -0.3249777
    PC25 <= 2.573061
    PC40 > -2.489008
    PC43 > -0.4226703
    PC64 > -0.9001468
    PC86 <= 2.85107
    ->  class 0\|2  [0.968]

Rule 50/45: (28.5, lift 9.8)
    PC13 > 8.316996
    PC16 <= -1.235095
    PC18 > -0.4683644
    PC42 > 0.152677
    ->  class 0\|2  [0.967]

Rule 50/46: (25, lift 9.7)
    PC13 > 8.316996
    PC16 <= -1.235095
    PC18 > -0.4683644
    PC52 <= -1.024245
    ->  class 0\|2  [0.963]

Rule 50/47: (35.5/0.5, lift 9.7)
    PC18 <= -0.4683644
    PC33 > 3.71617
    PC71 > -1.016504
    PC80 > 0.1269425
    ->  class 0\|2  [0.961]

Rule 50/48: (48.8/1.3, lift 9.6)
    PC13 > 8.316996
    PC16 > -1.235095
    PC18 > 1.613308
    PC29 <= 5.380837
    PC47 <= 4.410915
    PC80 > -2.879315
    ->  class 0\|2  [0.955]

Rule 50/49: (14.8, lift 9.5)
    PC10 <= 3.213601
    PC13 > 8.316996
    PC16 > -1.235095
    PC18 > -0.4683644
    ->  class 0\|2  [0.940]

Rule 50/50: (44.3/2.1, lift 9.4)
    PC18 > -0.4683644
    PC29 > 5.380837
    ->  class 0\|2  [0.933]

Rule 50/51: (16.3/0.2, lift 9.4)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC6 <= 0.1895734
    PC8 <= 0.2367005
    PC18 > 0.5778062
    PC18 <= 1.033548
    PC47 <= 4.410915
    PC48 <= 0.3386607
    PC64 > 0.9607608
    ->  class 0\|2  [0.932]

Rule 50/52: (88.1/7.3, lift 9.2)
    PC13 <= -3.828395
    PC22 > -0.3249777
    PC30 <= 4.755065
    PC47 <= 4.410915
    PC86 <= 2.85107
    ->  class 0\|2  [0.908]

Rule 50/53: (7.8, lift 9.1)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC5 <= -0.6030719
    PC8 <= 0.2367005
    PC18 > -0.4683644
    PC18 <= 1.033548
    PC22 > -0.3249777
    ->  class 0\|2  [0.898]

Rule 50/54: (6.6/0.3, lift 8.5)
    PC2 > 2.231518
    PC18 > -0.4683644
    PC18 <= 0.5778062
    PC43 <= -0.4226703
    PC77 <= -0.3995599
    PC86 <= 2.85107
    ->  class 0\|2  [0.844]

Rule 50/55: (21.8/3, lift 8.4)
    PC2 > 2.231518
    PC6 <= 0.1895734
    PC18 > -0.4683644
    PC18 <= 2.790875
    PC22 > -0.3249777
    PC24 <= 0.02797451
    PC31 > 0.09238175
    PC48 > 0.3386607
    PC90 > -1.848083
    ->  class 0\|2  [0.832]

Rule 50/56: (10.9/1.6, lift 8.1)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC18 > -0.4683644
    PC18 <= 0.5778062
    PC22 > -0.3249777
    PC43 <= -0.4226703
    PC60 > -1.01961
    PC79 > 0.6438881
    ->  class 0\|2  [0.799]

Rule 50/57: (25.1/5.9, lift 7.5)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC18 > -0.4683644
    PC18 <= 2.790875
    PC22 > -0.3249777
    PC40 <= -2.489008
    ->  class 0\|2  [0.745]

Rule 50/58: (950.7/483.4, lift 5.0)
    PC2 > 2.231518
    PC13 <= -0.6017265
    PC18 <= -0.4683644
    ->  class 0\|2  [0.492]

Rule 50/59: (8109/6132, lift 2.5)
    PC2 > 2.231518
    ->  class 0\|2  [0.244]

Rule 50/60: (107.3/0.2, lift 10.1)
    PC2 > 2.231518
    PC5 <= 2.765218
    PC7 > -0.7101157
    PC18 <= -0.4683644
    PC36 <= 2.366389
    PC43 > 1.773609
    ->  class 0\|3  [0.989]

Rule 50/61: (81.2, lift 10.1)
    PC2 > 2.231518
    PC5 <= 2.765218
    PC7 > -0.7101157
    PC18 <= -0.4683644
    PC89 <= -2.040107
    ->  class 0\|3  [0.988]

Rule 50/62: (80.5, lift 10.1)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC7 > -0.7101157
    PC18 <= -2.052494
    PC37 > -0.7685974
    PC71 <= -1.016504
    ->  class 0\|3  [0.988]

Rule 50/63: (116.9/0.5, lift 10.1)
    PC5 <= 2.765218
    PC7 > -0.7101157
    PC16 > -0.5623217
    PC18 <= -2.052494
    PC37 > -0.7685974
    PC42 > 1.592236
    ->  class 0\|3  [0.988]

Rule 50/64: (174.7/1.4, lift 10.1)
    PC7 > -0.4643556
    PC17 <= -1.078148
    PC18 <= -2.052494
    PC34 > -2.607624
    PC37 > -0.7685974
    PC47 <= 0.5322086
    PC59 > -0.4400105
    PC68 <= 0.3575667
    PC80 > 0.1269425
    PC80 <= 0.7724206
    PC82 <= 0.08792476
    PC86 <= 0.7367945
    PC88 > -1.388337
    PC97 <= 0.6107759
    ->  class 0\|3  [0.986]

Rule 50/65: (65.7, lift 10.1)
    PC3 <= 1.640775
    PC4 > -7.144614
    PC18 > -2.052494
    PC18 <= -1.733713
    PC21 > -0.3289443
    PC43 > -0.5825734
    PC61 > -0.3639649
    PC62 > -0.4169091
    PC64 > -0.04241133
    ->  class 0\|3  [0.985]

Rule 50/66: (61.4, lift 10.0)
    PC2 > 2.231518
    PC5 <= 2.765218
    PC7 > -0.4643556
    PC10 <= 5.852866
    PC18 <= -2.052494
    PC25 > -2.264949
    PC33 <= 3.71617
    PC34 > -2.607624
    PC37 > -0.7685974
    PC80 > 0.1269425
    PC80 <= 0.7724206
    PC90 > -1.114066
    PC93 <= -0.6464272
    ->  class 0\|3  [0.984]

Rule 50/67: (56.1, lift 10.0)
    PC5 <= 2.765218
    PC7 > -0.4643556
    PC18 <= -2.052494
    PC64 > 0.354242
    PC68 <= 0.3575667
    PC80 > 0.1269425
    PC90 > -1.114066
    ->  class 0\|3  [0.983]

Rule 50/68: (118.5/1, lift 10.0)
    PC2 > 2.231518
    PC7 > -0.7101157
    PC16 > -0.5623217
    PC18 <= -0.4683644
    PC42 > 2.424541
    PC61 > -0.3639649
    PC90 > -2.88543
    ->  class 0\|3  [0.983]

Rule 50/69: (57, lift 10.0)
    PC16 > -0.5623217
    PC18 > -2.052494
    PC18 <= -0.4683644
    PC38 > 1.184574
    PC61 > -0.3639649
    ->  class 0\|3  [0.983]

Rule 50/70: (72.4/0.3, lift 10.0)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC5 <= 2.765218
    PC9 <= 0.1774768
    PC18 <= -0.4683644
    PC52 <= 1.593582
    PC89 > 1.380547
    ->  class 0\|3  [0.982]

Rule 50/71: (51.3, lift 10.0)
    PC2 > 2.231518
    PC7 > -0.7101157
    PC18 <= -0.4683644
    PC49 > 1.328311
    ->  class 0\|3  [0.981]

Rule 50/72: (47.6, lift 10.0)
    PC7 > -0.7101157
    PC18 <= -2.052494
    PC25 > -2.264949
    PC33 <= 3.71617
    PC82 <= 0.08792476
    PC84 <= 0.1186422
    PC89 <= 1.380547
    PC97 > 0.6107759
    ->  class 0\|3  [0.979]

Rule 50/73: (45.4/0.2, lift 10.0)
    PC3 <= 1.640775
    PC7 > -0.7101157
    PC18 > -2.052494
    PC18 <= -0.4683644
    PC21 > -0.3289443
    PC28 > -1.44304
    PC37 > -0.8735143
    PC61 > -0.3639649
    PC86 > 1.195412
    ->  class 0\|3  [0.976]

Rule 50/74: (345.6/7.9, lift 9.9)
    PC3 <= 0.7012436
    PC5 <= 2.765218
    PC7 > -0.7101157
    PC10 <= 5.852866
    PC17 <= 0.5525088
    PC18 <= -2.052494
    PC35 > -0.8656774
    PC35 <= 0.9758522
    PC37 > -0.7685974
    PC80 <= 0.1269425
    PC89 <= 1.380547
    PC95 <= 0.309836
    ->  class 0\|3  [0.974]

Rule 50/75: (32, lift 9.9)
    PC2 > 2.231518
    PC5 <= 2.765218
    PC18 <= -0.4683644
    PC43 > -0.5825734
    PC47 <= 1.387779
    PC88 <= -2.531168
    PC92 > -0.9947528
    ->  class 0\|3  [0.971]

Rule 50/76: (72.3/1.1, lift 9.9)
    PC10 > 3.213601
    PC13 > 8.316996
    PC16 > -1.235095
    PC18 <= 1.613308
    PC29 <= 5.380837
    PC31 > 0.02654657
    PC46 > -0.2220724
    ->  class 0\|3  [0.971]

Rule 50/77: (41.1/0.3, lift 9.9)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC5 <= 2.765218
    PC7 > -0.7101157
    PC18 > -2.052494
    PC18 <= -0.4683644
    PC36 <= 2.366389
    PC61 > -0.3639649
    PC89 <= 1.380547
    PC92 <= -0.9947528
    ->  class 0\|3  [0.969]

Rule 50/78: (30.3, lift 9.9)
    PC2 > 2.231518
    PC18 > -0.4683644
    PC80 <= -2.879315
    ->  class 0\|3  [0.969]

Rule 50/79: (101.4/2.5, lift 9.9)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC6 > 0.1158387
    PC13 > -0.6017265
    PC18 <= -0.4683644
    PC19 > -0.00603867
    PC43 > -0.5825734
    PC92 > -0.9947528
    ->  class 0\|3  [0.966]

Rule 50/80: (27.8, lift 9.9)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC18 > -0.4683644
    PC47 > 4.410915
    ->  class 0\|3  [0.966]

Rule 50/81: (199.2/6, lift 9.8)
    PC7 > -0.4643556
    PC13 > -1.024433
    PC16 > -0.5623217
    PC18 <= -2.052494
    PC34 > -2.607624
    PC37 > -0.7685974
    PC47 <= 0.5322086
    PC68 <= 0.3575667
    PC80 > 0.1269425
    PC80 <= 0.7724206
    PC82 <= 0.08792476
    PC86 <= 0.7367945
    PC88 > -1.388337
    PC90 > -1.114066
    PC97 <= 0.6107759
    ->  class 0\|3  [0.965]

Rule 50/82: (22.6, lift 9.8)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC15 <= -0.7470937
    PC18 > -2.052494
    PC18 <= -0.4683644
    PC36 <= 2.366389
    PC61 <= -0.3639649
    ->  class 0\|3  [0.959]

Rule 50/83: (18.8, lift 9.7)
    PC2 > 2.231518
    PC5 <= 2.765218
    PC12 > 2.341113
    PC18 <= -0.4683644
    PC43 > -0.5825734
    PC61 > -0.3639649
    ->  class 0\|3  [0.952]

Rule 50/84: (18.9, lift 9.7)
    PC3 <= 1.640775
    PC5 > 2.765218
    PC15 <= -1.267113
    PC18 <= -0.4683644
    ->  class 0\|3  [0.952]

Rule 50/85: (70.8/2.6, lift 9.7)
    PC4 > -7.144614
    PC5 <= 2.765218
    PC18 > -2.052494
    PC18 <= -0.4683644
    PC21 > -0.3289443
    PC37 > -0.8735143
    PC42 > 1.347964
    PC62 > -0.4169091
    PC64 > -0.04241133
    ->  class 0\|3  [0.951]

Rule 50/86: (48.1/1.4, lift 9.7)
    PC2 > 2.231518
    PC18 <= -0.4683644
    PC36 > 2.366389
    PC89 <= 1.380547
    PC97 <= -0.1540349
    ->  class 0\|3  [0.951]

Rule 50/87: (15.6, lift 9.6)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC15 > -1.135348
    PC18 <= -0.4683644
    PC22 > 2.148456
    PC55 <= 0.7797621
    ->  class 0\|3  [0.943]

Rule 50/88: (478.6/26.4, lift 9.6)
    PC3 <= 0.7012436
    PC5 <= 2.765218
    PC7 > -0.7101157
    PC17 <= 0.5525088
    PC18 <= -2.052494
    PC35 > -0.8656774
    PC37 > -0.7685974
    PC45 <= 1.462152
    PC80 <= 0.1269425
    PC98 <= 0.761762
    ->  class 0\|3  [0.943]

Rule 50/89: (46.6/2.1, lift 9.5)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC5 <= 2.765218
    PC8 <= 0.0162651
    PC16 <= 0.3380335
    PC18 <= -0.4683644
    PC61 <= -0.3639649
    PC89 <= 1.380547
    PC90 > -2.88543
    ->  class 0\|3  [0.936]

Rule 50/90: (38.2/2.6, lift 9.3)
    PC5 <= 2.765218
    PC18 <= -2.052494
    PC37 <= -0.7685974
    PC89 <= 1.380547
    PC91 <= -0.6448779
    ->  class 0\|3  [0.911]

Rule 50/91: (13/0.4, lift 9.3)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC15 <= -0.5948058
    PC18 > -0.4683644
    PC22 <= -0.3249777
    PC29 <= 5.380837
    PC40 <= -1.304991
    ->  class 0\|3  [0.907]

Rule 50/92: (77.8/6.6, lift 9.2)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC4 > -7.144614
    PC5 <= 2.765218
    PC18 > -2.052494
    PC18 <= -0.4683644
    PC21 > -0.3289443
    PC28 > -1.44304
    PC43 > -0.5825734
    PC61 > -0.3639649
    PC62 > -0.4169091
    PC64 > -0.04241133
    PC79 <= 0.5110226
    PC91 > -0.6888503
    ->  class 0\|3  [0.905]

Rule 50/93: (7.9, lift 9.2)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC7 > -0.7101157
    PC8 > 0.1276592
    PC16 > -0.5623217
    PC18 <= -0.4683644
    PC28 > -1.44304
    PC37 > -0.8735143
    PC64 <= -0.04241133
    ->  class 0\|3  [0.899]

Rule 50/94: (21.3/1.6, lift 9.1)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC7 <= -0.7101157
    PC18 <= -0.4683644
    PC68 <= -0.4169007
    PC94 <= 1.003931
    ->  class 0\|3  [0.887]

Rule 50/95: (55.9/5.6, lift 9.0)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC18 > -2.052494
    PC18 <= -0.4683644
    PC21 <= -0.3289443
    PC36 <= 2.366389
    PC61 > -0.3639649
    PC63 > 0.8071297
    ->  class 0\|3  [0.886]

Rule 50/96: (8.8/0.7, lift 8.6)
    PC3 <= 1.640775
    PC7 <= -0.7101157
    PC15 > -1.135348
    PC18 <= -0.992298
    PC55 <= 0.7797621
    PC97 > 1.585326
    ->  class 0\|3  [0.844]

Rule 50/97: (24.1/4.6, lift 8.0)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC7 <= -0.7101157
    PC15 <= -1.135348
    PC18 <= -0.4683644
    ->  class 0\|3  [0.785]

Rule 50/98: (154.3/35.5, lift 7.8)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC13 <= 8.316996
    PC22 <= -0.3249777
    PC29 <= 5.380837
    PC72 > 0.716008
    PC80 > -2.879315
    ->  class 0\|3  [0.767]

Rule 50/99: (166/63.8, lift 6.3)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC13 <= 8.316996
    PC62 > -2.178224
    PC86 > 2.85107
    ->  class 0\|3  [0.614]

Rule 50/100: (139.1, lift 19.1)
    PC2 > 2.231518
    PC3 > 1.640775
    PC16 <= -0.7459509
    PC26 <= -0.8456872
    PC46 > -0.6478975
    PC48 > -0.2572594
    ->  class 1\|0  [0.993]

Rule 50/101: (82.4, lift 19.0)
    PC2 > 2.231518
    PC3 > 1.640775
    PC16 <= -0.7459509
    PC44 <= -0.1893252
    PC65 > -0.1389549
    PC94 <= 0.2249536
    ->  class 1\|0  [0.988]

Rule 50/102: (77.3, lift 19.0)
    PC1 > -0.3028592
    PC10 > -0.3377119
    PC19 > 2.872353
    PC21 > -1.096123
    PC69 > -0.5836473
    ->  class 1\|0  [0.987]

Rule 50/103: (70.3, lift 19.0)
    PC1 > -0.2019541
    PC2 <= 2.231518
    PC3 > 0.3930258
    PC10 <= -0.3377119
    PC14 <= 1.30466
    PC16 <= 0.08525795
    PC48 > -0.4114403
    PC69 > -0.5836473
    PC97 > -1.086712
    ->  class 1\|0  [0.986]

Rule 50/104: (57.8, lift 19.0)
    PC2 > 2.231518
    PC3 > 1.640775
    PC46 > 0.9321272
    PC65 > -0.1389549
    PC94 <= 0.2249536
    ->  class 1\|0  [0.983]

Rule 50/105: (374.6/8.4, lift 18.8)
    PC1 > -0.3028592
    PC2 <= 2.231518
    PC7 > -0.2138148
    PC15 <= -3.58571
    ->  class 1\|0  [0.975]

Rule 50/106: (284.4/7.7, lift 18.7)
    PC1 > -0.3028592
    PC2 <= 2.231518
    PC7 > -0.2138148
    PC15 <= -3.157014
    PC59 <= 0.1603719
    ->  class 1\|0  [0.969]

Rule 50/107: (35.4/0.4, lift 18.6)
    PC2 > 2.231518
    PC3 > 1.640775
    PC16 <= -0.7459509
    PC46 > -0.6478975
    PC47 > 1.277223
    PC94 <= 0.2249536
    ->  class 1\|0  [0.962]

Rule 50/108: (268.1/12.5, lift 18.3)
    PC1 > -0.3028592
    PC2 <= 2.231518
    PC3 <= 0.3930258
    PC9 > -0.1601986
    PC10 <= 0.9200311
    PC11 <= 0.2502615
    PC19 > -1.661511
    PC21 <= 1.737025
    PC68 <= 0.8621076
    PC76 > -1.302066
    ->  class 1\|0  [0.950]

Rule 50/109: (194.4/10, lift 18.2)
    PC3 > 1.640775
    PC16 <= -0.7459509
    PC26 <= 0.04168434
    PC30 <= 0.1719044
    PC41 <= 0.4214479
    PC65 > -0.0373049
    PC95 <= -0.1261714
    ->  class 1\|0  [0.944]

Rule 50/110: (14.6, lift 18.1)
    PC2 > 2.231518
    PC3 > 1.640775
    PC16 <= -0.7459509
    PC41 > 0.4214479
    PC46 > -0.6478975
    ->  class 1\|0  [0.940]

Rule 50/111: (10.4, lift 17.7)
    PC2 <= 2.231518
    PC3 > 0.3930258
    PC25 > 0.6074538
    PC48 > -0.4114403
    ->  class 1\|0  [0.919]

Rule 50/112: (52.4/3.5, lift 17.7)
    PC2 > 2.231518
    PC3 > 1.640775
    PC26 <= 0.04168434
    PC29 > -0.4626223
    PC46 > -0.6478975
    PC65 > -0.0373049
    PC70 > 0.5258349
    PC92 <= 0.4890302
    ->  class 1\|0  [0.917]

Rule 50/113: (5.8, lift 16.8)
    PC2 > 2.231518
    PC3 > 1.640775
    PC14 <= -1.660562
    ->  class 1\|0  [0.871]

Rule 50/114: (66.6/9.3, lift 16.4)
    PC3 > 1.640775
    PC7 <= 9.7885
    PC16 <= -0.7459509
    PC26 <= 0.04168434
    PC46 > -0.6478975
    PC65 > -0.0373049
    PC70 > 0.5258349
    ->  class 1\|0  [0.850]

Rule 50/115: (44.3/7.5, lift 15.8)
    PC1 > -0.3028592
    PC16 <= 0.08525795
    PC26 > 1.787033
    PC48 > -0.4114403
    PC69 <= -0.5836473
    ->  class 1\|0  [0.817]

Rule 50/116: (258.1, lift 15.9)
    PC3 > 0.3930258
    PC12 > 2.832065
    PC15 > -3.157014
    PC96 > -0.4075566
    ->  class 1\|1  [0.996]

Rule 50/117: (31.6, lift 15.5)
    PC1 > -0.3028592
    PC2 <= 2.231518
    PC3 <= 0.3930258
    PC9 > -0.1601986
    PC11 > 0.2502615
    PC15 > -3.157014
    PC19 > -1.661511
    ->  class 1\|1  [0.969]

Rule 50/118: (28.7, lift 15.4)
    PC1 > 12.55189
    PC3 <= 0.3930258
    PC9 <= -0.1601986
    PC19 > -1.661511
    PC54 > -3.347882
    ->  class 1\|1  [0.967]

Rule 50/119: (49.9/1.6, lift 15.2)
    PC1 > -0.3028592
    PC3 <= 0.3930258
    PC10 > 0.9200311
    PC15 > -3.157014
    PC19 > -1.661511
    ->  class 1\|1  [0.950]

Rule 50/120: (57.6/2.1, lift 15.1)
    PC1 > -0.3028592
    PC2 <= 2.231518
    PC3 <= 0.3930258
    PC9 > -0.1601986
    PC15 > -3.157014
    PC19 > -1.661511
    PC68 > 0.8621076
    ->  class 1\|1  [0.947]

Rule 50/121: (311.4/18.1, lift 15.0)
    PC1 > -0.2019541
    PC2 <= 2.231518
    PC3 > 0.3930258
    PC10 > -0.3377119
    PC11 <= 2.611002
    PC15 > -3.157014
    PC16 <= 0.08525795
    PC21 > -1.096123
    PC48 > -0.4114403
    PC55 <= 1.710191
    PC69 > -0.5836473
    PC69 <= 0.6566458
    PC87 > -0.8473092
    PC91 <= 0.6665241
    PC97 > -1.092103
    ->  class 1\|1  [0.939]

Rule 50/122: (22.9/0.5, lift 15.0)
    PC1 > -0.3028592
    PC2 <= 2.231518
    PC3 <= 0.3930258
    PC15 > -3.157014
    PC19 > -1.661511
    PC76 <= -1.302066
    ->  class 1\|1  [0.938]

Rule 50/123: (17.6/0.4, lift 14.9)
    PC1 > -0.3028592
    PC2 <= 2.231518
    PC7 > -0.2138148
    PC15 > -3.58571
    PC15 <= -3.157014
    PC59 > 0.1603719
    ->  class 1\|1  [0.931]

Rule 50/124: (7.9, lift 14.3)
    PC2 <= 2.231518
    PC10 <= -0.3377119
    PC11 <= 2.611002
    PC16 <= 0.08525795
    PC69 > -0.5836473
    PC97 <= -1.086712
    ->  class 1\|1  [0.899]

Rule 50/125: (9.7/0.5, lift 13.9)
    PC2 > 2.231518
    PC3 > 1.640775
    PC16 <= -0.7459509
    PC26 <= -0.8456872
    PC48 <= -0.2572594
    ->  class 1\|1  [0.873]

Rule 50/126: (39.2/4.5, lift 13.8)
    PC1 > 15.92312
    PC6 <= -2.2305
    PC19 <= -1.661511
    ->  class 1\|1  [0.866]

Rule 50/127: (25.7/9.8, lift 9.8)
    PC1 <= -0.3028592
    PC2 <= 2.231518
    PC8 > -0.2273773
    PC36 > 0.797594
    ->  class 1\|1  [0.611]

Rule 50/128: (2721.2/1848.2, lift 5.1)
    PC3 > 1.640775
    ->  class 1\|1  [0.321]

Rule 50/129: (134, lift 16.2)
    PC1 > -0.2019541
    PC2 <= 2.231518
    PC3 > 0.3930258
    PC3 <= 1.630107
    PC7 > 1.252206
    PC15 <= 4.104633
    PC16 > 0.08525795
    ->  class 1\|2  [0.993]

Rule 50/130: (117, lift 16.2)
    PC6 > 1.074766
    PC12 <= 2.832065
    PC16 > 0.08525795
    PC53 > 1.037077
    ->  class 1\|2  [0.992]

Rule 50/131: (115.1, lift 16.2)
    PC3 > 0.3930258
    PC7 <= 1.252206
    PC14 <= 0.5601762
    PC16 > 0.08525795
    PC37 <= 0.2875497
    PC60 <= 1.833433
    PC65 <= 0.505168
    PC100 > 0.510457
    ->  class 1\|2  [0.991]

Rule 50/132: (105.7, lift 16.2)
    PC2 <= 2.231518
    PC3 > 0.3930258
    PC8 > 2.247697
    PC12 <= 2.832065
    PC15 > -3.157014
    PC16 > 0.08525795
    PC65 <= 0.505168
    ->  class 1\|2  [0.991]

Rule 50/133: (103.2, lift 16.2)
    PC3 > 0.3930258
    PC7 <= 1.252206
    PC12 <= 2.832065
    PC14 <= 0.5601762
    PC16 > 0.08525795
    PC45 > -0.5018888
    PC55 > 0.6811348
    PC61 <= 0.7707137
    ->  class 1\|2  [0.990]

Rule 50/134: (86.1, lift 16.2)
    PC2 > 2.231518
    PC3 > 1.640775
    PC14 > -1.660562
    PC16 > 1.258097
    PC44 <= 19.92434
    PC51 > -0.7663754
    ->  class 1\|2  [0.989]

Rule 50/135: (63.7, lift 16.1)
    PC5 <= -6.561722
    PC16 > -0.7459509
    PC51 <= -0.7663754
    ->  class 1\|2  [0.985]

Rule 50/136: (126.6/1.5, lift 16.0)
    PC2 <= 2.231518
    PC3 > 5.422003
    PC12 <= 2.832065
    PC16 > 0.08525795
    PC17 > 0.3942855
    ->  class 1\|2  [0.981]

Rule 50/137: (44.3, lift 16.0)
    PC2 > 2.231518
    PC3 > 1.640775
    PC16 > -0.7459509
    PC22 <= -2.091307
    PC44 <= 19.92434
    PC51 > -0.7663754
    ->  class 1\|2  [0.978]

Rule 50/138: (87.6/1, lift 16.0)
    PC2 > 2.231518
    PC3 > 1.640775
    PC16 > -0.7459509
    PC51 > -0.7663754
    PC83 <= -0.3823677
    PC93 > -0.9696231
    ->  class 1\|2  [0.977]

Rule 50/139: (62/0.7, lift 15.9)
    PC2 > 2.231518
    PC3 > 1.640775
    PC16 > -0.7459509
    PC51 <= -0.7663754
    PC80 > 0.3968048
    ->  class 1\|2  [0.974]

Rule 50/140: (147.3/3, lift 15.9)
    PC1 > -0.3028592
    PC3 <= 0.3930258
    PC6 > -2.2305
    PC8 <= 1.32482
    PC19 <= -1.661511
    PC82 > -0.1607774
    ->  class 1\|2  [0.973]

Rule 50/141: (35.7, lift 15.9)
    PC2 <= 2.231518
    PC3 > 0.3930258
    PC14 <= 0.5601762
    PC65 <= 0.505168
    PC67 <= -0.444327
    ->  class 1\|2  [0.973]

Rule 50/142: (107.1/2.2, lift 15.9)
    PC2 <= 2.231518
    PC3 > 0.3930258
    PC9 <= 1.943403
    PC14 <= 0.5601762
    PC44 <= -0.7079262
    PC53 <= 1.037077
    PC65 <= 0.505168
    ->  class 1\|2  [0.971]

Rule 50/143: (35.9/0.1, lift 15.9)
    PC1 > -0.3028592
    PC2 <= 2.231518
    PC3 > 0.3930258
    PC7 <= 1.252206
    PC12 <= 2.832065
    PC16 > 0.08525795
    PC61 <= 0.7707137
    PC67 > 0.3189066
    ->  class 1\|2  [0.970]

Rule 50/144: (117.1/2.7, lift 15.9)
    PC1 > -0.3028592
    PC2 <= 2.231518
    PC3 > 0.3930258
    PC3 <= 1.461406
    PC14 <= 0.5601762
    PC16 > 0.08525795
    PC44 > -0.7079262
    PC65 <= 0.505168
    ->  class 1\|2  [0.969]

Rule 50/145: (29.4, lift 15.8)
    PC2 > 2.231518
    PC3 > 1.640775
    PC16 > -0.7459509
    PC86 <= -1.966605
    ->  class 1\|2  [0.968]

Rule 50/146: (25.7, lift 15.8)
    PC3 > 1.640775
    PC14 > -1.660562
    PC16 > -0.7459509
    PC44 <= 19.92434
    PC51 > -0.7663754
    PC65 <= -0.6879153
    PC83 > -0.3823677
    ->  class 1\|2  [0.964]

Rule 50/147: (25, lift 15.8)
    PC2 <= 2.231518
    PC3 > 0.3930258
    PC15 > -3.157014
    PC16 > 0.08525795
    PC61 <= 0.7707137
    PC76 <= -0.8371909
    ->  class 1\|2  [0.963]

Rule 50/148: (23.4, lift 15.7)
    PC1 > -0.3028592
    PC3 > 0.3930258
    PC14 > 1.30466
    PC45 <= -0.4144146
    ->  class 1\|2  [0.961]

Rule 50/149: (23.8, lift 15.7)
    PC2 > 2.231518
    PC8 <= -2.627135
    PC51 <= -0.7663754
    ->  class 1\|2  [0.961]

Rule 50/150: (26.1/0.2, lift 15.7)
    PC2 > 2.231518
    PC3 > 1.640775
    PC16 > -0.7459509
    PC51 > -0.7663754
    PC63 <= -1.308011
    ->  class 1\|2  [0.957]

Rule 50/151: (44.9/1.1, lift 15.6)
    PC3 > 1.640775
    PC18 > 0.4005001
    PC51 <= -0.7663754
    ->  class 1\|2  [0.955]

Rule 50/152: (19.7, lift 15.6)
    PC2 <= 2.231518
    PC3 > 0.3930258
    PC10 > -0.3377119
    PC19 <= 2.872353
    PC87 <= -0.8473092
    ->  class 1\|2  [0.954]

Rule 50/153: (48.5/1.5, lift 15.6)
    PC2 <= 2.231518
    PC3 > 0.3930258
    PC16 <= 0.08525795
    PC21 <= -1.096123
    ->  class 1\|2  [0.951]

Rule 50/154: (44.9/1.3, lift 15.5)
    PC1 > -0.3028592
    PC2 <= 2.231518
    PC3 > 0.3930258
    PC12 <= 2.832065
    PC14 <= 1.30466
    PC16 <= 0.08525795
    PC48 <= -0.4114403
    ->  class 1\|2  [0.950]

Rule 50/155: (25.5/0.6, lift 15.4)
    PC3 > 0.3930258
    PC11 <= 2.611002
    PC25 <= 0.6074538
    PC55 > 1.710191
    PC69 > -0.5836473
    ->  class 1\|2  [0.943]

Rule 50/156: (18.2/0.1, lift 15.4)
    PC1 > -0.3028592
    PC2 <= 2.231518
    PC3 > 0.3930258
    PC3 <= 5.422003
    PC7 <= 1.252206
    PC16 > 0.08525795
    PC61 > 0.7707137
    ->  class 1\|2  [0.943]

Rule 50/157: (28.8/1, lift 15.3)
    PC2 <= 2.231518
    PC3 > 0.3930258
    PC10 > -0.3377119
    PC16 <= 0.08525795
    PC25 <= 0.6074538
    PC97 <= -1.092103
    ->  class 1\|2  [0.936]

Rule 50/158: (40/3.4, lift 14.7)
    PC1 > -0.3028592
    PC3 > 0.3930258
    PC16 > 0.08525795
    PC44 > -0.7079262
    PC60 > 1.833433
    PC65 <= 0.505168
    ->  class 1\|2  [0.895]

Rule 50/159: (5.3, lift 14.1)
    PC1 > -0.3028592
    PC3 > 0.3930258
    PC14 > 1.30466
    PC14 <= 1.418458
    PC16 <= 0.08525795
    ->  class 1\|2  [0.862]

Rule 50/160: (94.6, lift 15.3)
    PC1 > -0.2019541
    PC3 > 0.3930258
    PC3 <= 5.422003
    PC9 <= 1.943403
    PC16 > 0.08525795
    PC61 <= 0.7707137
    PC65 > 0.505168
    PC67 <= 0.3189066
    ->  class 1\|3  [0.990]

Rule 50/161: (48.7/0.2, lift 15.1)
    PC3 > 0.3930258
    PC14 > 1.418458
    PC16 <= 0.08525795
    PC45 > -0.4144146
    ->  class 1\|3  [0.977]

Rule 50/162: (32.1, lift 15.0)
    PC3 > 1.630107
    PC3 <= 5.422003
    PC7 > 1.252206
    PC16 > 0.08525795
    PC53 <= 1.037077
    ->  class 1\|3  [0.971]

Rule 50/163: (304.5/9.5, lift 14.9)
    PC2 > 2.231518
    PC3 > 1.640775
    PC5 > -6.561722
    PC8 > -2.627135
    PC18 <= 0.4005001
    PC51 <= -0.7663754
    PC80 <= 0.3968048
    PC86 > -1.966605
    ->  class 1\|3  [0.966]

Rule 50/164: (21.5, lift 14.8)
    PC1 > -0.3028592
    PC2 <= 2.231518
    PC14 <= 1.30466
    PC15 > -3.157014
    PC16 <= 0.08525795
    PC26 <= 1.787033
    PC48 > -0.4114403
    PC69 <= -0.5836473
    ->  class 1\|3  [0.957]

Rule 50/165: (240.5/16.8, lift 14.3)
    PC2 <= 2.231518
    PC3 > 1.461406
    PC7 <= 1.252206
    PC8 <= 2.247697
    PC15 > -3.157014
    PC16 > 0.08525795
    PC44 > -0.7079262
    PC45 > -0.5018888
    PC53 <= 1.037077
    PC55 <= 0.6811348
    PC60 <= 1.833433
    PC61 <= 0.7707137
    PC67 <= 0.3189066
    PC76 > -0.8371909
    PC100 <= 0.510457
    ->  class 1\|3  [0.927]

Rule 50/166: (134.8/11.1, lift 14.1)
    PC2 <= 2.231518
    PC3 > 1.461406
    PC3 <= 5.422003
    PC7 <= 1.252206
    PC9 <= 1.943403
    PC16 > 0.08525795
    PC37 > 0.2875497
    PC45 > -0.5018888
    PC53 <= 1.037077
    PC55 <= 0.6811348
    PC60 <= 1.833433
    PC67 > -0.444327
    PC67 <= 0.3189066
    ->  class 1\|3  [0.912]

Rule 50/167: (13.6/4.4, lift 10.1)
    PC1 > -0.3028592
    PC2 > -0.3112209
    PC7 <= -0.2138148
    PC15 <= -3.157014
    ->  class 1\|3  [0.653]

Rule 50/168: (4396.4/3402.9, lift 3.5)
    PC1 > -0.3028592
    PC2 <= 2.231518
    ->  class 1\|3  [0.226]

Rule 50/169: (45.8, lift 13.0)
    PC8 > 1.988585
    PC10 <= -0.4068872
    PC15 <= -1.08941
    PC89 <= 0.5533978
    ->  class 2\|0  [0.979]

Rule 50/170: (25.2/1.4, lift 12.2)
    PC1 <= -0.3028592
    PC8 > 1.988585
    PC17 > 0.4777961
    PC21 > -0.248798
    PC60 <= -0.01839448
    ->  class 2\|0  [0.913]

Rule 50/171: (40/2.9, lift 12.1)
    PC2 <= 2.231518
    PC8 > -0.2273773
    PC8 <= 1.988585
    PC10 <= -0.1786643
    PC32 > 1.071236
    PC36 <= 0.797594
    PC49 <= 0.3436811
    PC87 > 0.02162136
    ->  class 2\|0  [0.907]

Rule 50/172: (48.5/5.6, lift 11.6)
    PC1 <= -0.3028592
    PC8 > 1.190268
    PC8 <= 1.988585
    PC19 <= -0.3854837
    PC26 <= 1.860836
    PC32 <= 1.071236
    PC63 <= -0.01194157
    ->  class 2\|0  [0.869]

Rule 50/173: (962.1/443.5, lift 7.2)
    PC1 > -0.3028592
    PC1 <= -0.2019541
    PC2 <= 2.231518
    PC25 <= -0.08540493
    PC97 > -0.1569582
    ->  class 2\|0  [0.539]

Rule 50/174: (1637.8/824.1, lift 6.6)
    PC1 <= -0.3028592
    PC8 > 1.988585
    PC26 <= 4.180573
    PC36 <= 0.797594
    ->  class 2\|0  [0.497]

Rule 50/175: (136.9/75.8, lift 5.9)
    PC1 > -0.2019541
    PC3 <= 0.3930258
    PC8 > -0.1526319
    PC9 <= -0.1601986
    PC21 > -0.2623605
    ->  class 2\|0  [0.447]

Rule 50/176: (152.3, lift 10.6)
    PC1 <= -1.390956
    PC5 <= 1.629143
    PC8 > 1.988585
    PC11 > -0.3195422
    PC21 <= -0.248798
    PC26 <= 4.180573
    ->  class 2\|1  [0.994]

Rule 50/177: (73.5, lift 10.5)
    PC1 <= -0.3028592
    PC2 <= 2.231518
    PC8 > -0.2273773
    PC8 <= 1.988585
    PC10 > -0.1786643
    PC32 > 1.071236
    PC49 <= 0.3436811
    ->  class 2\|1  [0.987]

Rule 50/178: (72.9, lift 10.5)
    PC1 > -4.570809
    PC1 <= -0.3028592
    PC8 > 1.988585
    PC21 > -0.248798
    PC29 > 0.1246052
    PC60 <= -0.01839448
    PC69 <= 0.3280344
    ->  class 2\|1  [0.987]

Rule 50/179: (38.9, lift 10.4)
    PC1 <= -0.3028592
    PC8 > 1.988585
    PC10 > 0.5683248
    PC60 > -0.01839448
    ->  class 2\|1  [0.976]

Rule 50/180: (96.3/1.4, lift 10.4)
    PC1 <= -0.3028592
    PC2 <= 2.231518
    PC8 > -0.2273773
    PC8 <= 1.988585
    PC45 > 0.2947588
    PC58 <= -0.1482247
    PC63 > -0.01194157
    ->  class 2\|1  [0.975]

Rule 50/181: (158.5/3.2, lift 10.4)
    PC1 <= -0.3028592
    PC2 <= 2.231518
    PC8 > 0.2795834
    PC8 <= 1.988585
    PC10 <= -0.04852062
    PC24 > -0.2414268
    PC32 <= 1.071236
    PC63 > -0.01194157
    ->  class 2\|1  [0.974]

Rule 50/182: (43.1/0.2, lift 10.4)
    PC8 > -0.2273773
    PC10 > -0.04852062
    PC21 > 2.607432
    PC63 > -0.01194157
    ->  class 2\|1  [0.974]

Rule 50/183: (36.3, lift 10.4)
    PC2 <= 2.231518
    PC8 > -0.2273773
    PC8 <= 1.988585
    PC24 <= 0.839894
    PC36 <= 0.797594
    PC44 > 0.9918954
    PC63 > -0.01194157
    ->  class 2\|1  [0.974]

Rule 50/184: (64.5/0.8, lift 10.4)
    PC1 <= -0.3028592
    PC2 <= 2.231518
    PC8 > 1.190268
    PC8 <= 1.988585
    PC19 > -0.3854837
    PC32 <= 1.071236
    PC63 <= -0.01194157
    PC71 > -1.085969
    ->  class 2\|1  [0.973]

Rule 50/185: (34.6, lift 10.4)
    PC1 <= -0.3028592
    PC2 <= 2.231518
    PC8 > -0.2273773
    PC8 <= 1.988585
    PC21 <= 2.607432
    PC30 > -0.146873
    PC46 <= 1.728501
    PC59 > -0.2226959
    PC74 <= 0.6011673
    PC82 <= -0.1843163
    PC98 <= 0.06901895
    ->  class 2\|1  [0.973]

Rule 50/186: (39.1/0.2, lift 10.4)
    PC1 <= -0.3028592
    PC2 <= 2.231518
    PC8 > -0.2273773
    PC92 <= -1.178071
    PC99 <= 1.041684
    ->  class 2\|1  [0.972]

Rule 50/187: (324.7/8.3, lift 10.4)
    PC1 > -4.570809
    PC1 <= -0.3028592
    PC8 > 1.988585
    PC8 <= 5.638007
    PC15 > -1.08941
    PC21 > -0.248798
    PC34 > -0.6209064
    PC60 <= -0.01839448
    PC69 <= 0.3280344
    PC89 <= 0.5533978
    ->  class 2\|1  [0.972]

Rule 50/188: (32.5, lift 10.3)
    PC1 <= -0.3028592
    PC8 > 1.988585
    PC34 > 0.4300883
    PC84 <= -0.1833188
    ->  class 2\|1  [0.971]

Rule 50/189: (27.9, lift 10.3)
    PC1 <= -0.3028592
    PC2 <= 2.231518
    PC8 > -0.2273773
    PC8 <= 1.988585
    PC49 <= 0.3084636
    PC63 <= -0.01194157
    PC87 <= -0.8686969
    ->  class 2\|1  [0.967]

Rule 50/190: (40.1/0.4, lift 10.3)
    PC1 <= -0.3028592
    PC8 > 1.988585
    PC11 > -0.6403958
    PC72 > 0.8327367
    ->  class 2\|1  [0.966]

Rule 50/191: (61.5/1.2, lift 10.3)
    PC1 <= -0.3028592
    PC2 <= 2.231518
    PC8 > 1.190268
    PC8 <= 1.988585
    PC26 > 1.860836
    PC63 <= -0.01194157
    ->  class 2\|1  [0.965]

Rule 50/192: (37.4/0.4, lift 10.3)
    PC1 <= -0.3028592
    PC2 <= 2.231518
    PC8 > -0.2273773
    PC8 <= 1.988585
    PC12 > -2.780835
    PC24 <= 0.839894
    PC32 <= 1.071236
    PC63 > -0.01194157
    PC67 <= -0.3791652
    ->  class 2\|1  [0.965]

Rule 50/193: (25.6, lift 10.3)
    PC1 <= -0.3028592
    PC2 <= 2.231518
    PC10 <= 0.5683248
    PC11 > -0.6403958
    PC21 > -0.248798
    PC54 <= -2.008829
    PC74 <= -0.451249
    PC97 > -0.129299
    ->  class 2\|1  [0.964]

Rule 50/194: (23.5, lift 10.2)
    PC1 <= -0.3028592
    PC2 <= 2.231518
    PC8 > -0.2273773
    PC8 <= 1.988585
    PC63 > -0.01194157
    PC99 > 1.425039
    ->  class 2\|1  [0.961]

Rule 50/195: (22.7, lift 10.2)
    PC1 <= -0.3028592
    PC2 <= 2.231518
    PC8 > -3.393956
    PC28 <= -0.2738551
    PC56 > 0.2843107
    ->  class 2\|1  [0.960]

Rule 50/196: (106.2/3.5, lift 10.2)
    PC1 <= -0.3028592
    PC2 <= 2.231518
    PC8 > -0.2273773
    PC8 <= 1.988585
    PC12 > -2.780835
    PC24 <= 0.839894
    PC26 > -2.430872
    PC32 <= 1.071236
    PC36 <= 0.797594
    PC45 <= -0.006751917
    PC63 > -0.01194157
    PC74 <= 0.6011673
    ->  class 2\|1  [0.958]

Rule 50/197: (26.3/0.2, lift 10.2)
    PC1 <= -0.3028592
    PC2 <= 2.231518
    PC8 > -0.2273773
    PC8 <= 1.988585
    PC10 > -0.04852062
    PC12 > -2.780835
    PC24 <= 0.839894
    PC30 <= -0.146873
    PC45 > -0.006751917
    PC47 > -0.4460302
    PC63 > -0.01194157
    PC67 > -0.3791652
    ->  class 2\|1  [0.957]

Rule 50/198: (131.5/4.9, lift 10.2)
    PC1 <= -0.3028592
    PC2 <= 2.231518
    PC8 > -0.2273773
    PC8 <= 1.988585
    PC12 > -2.780835
    PC36 <= 0.797594
    PC47 <= -0.4460302
    PC63 > -0.01194157
    PC74 <= 0.6011673
    ->  class 2\|1  [0.956]

Rule 50/199: (19.8, lift 10.2)
    PC1 > -0.3028592
    PC1 <= 15.92312
    PC6 <= -2.2305
    PC8 <= 1.32482
    PC15 > -3.157014
    PC19 <= -1.661511
    ->  class 2\|1  [0.954]

Rule 50/200: (57.8/1.7, lift 10.2)
    PC1 > -0.2019541
    PC3 <= 0.3930258
    PC8 > -0.1526319
    PC9 <= -0.1601986
    PC19 > -1.661511
    PC21 > -0.2623605
    PC31 > -0.5691792
    PC33 > -0.02442696
    PC36 <= 0.2470704
    ->  class 2\|1  [0.954]

Rule 50/201: (18.7, lift 10.1)
    PC1 <= -0.3028592
    PC2 <= 2.231518
    PC8 > -0.2273773
    PC12 > -2.780835
    PC45 > -0.006751917
    PC45 <= 0.2947588
    PC63 > -0.01194157
    PC100 <= -0.8929599
    ->  class 2\|1  [0.952]

Rule 50/202: (63.8/2.1, lift 10.1)
    PC1 <= -0.3028592
    PC2 <= 2.231518
    PC4 > 0.01242219
    PC8 > -0.2273773
    PC8 <= 1.190268
    PC36 <= 0.797594
    PC63 <= -0.01194157
    ->  class 2\|1  [0.952]

Rule 50/203: (54.5/2, lift 10.1)
    PC1 <= -0.3028592
    PC8 > 1.988585
    PC11 <= -0.6403958
    PC20 > -0.1681042
    PC60 > -0.01839448
    ->  class 2\|1  [0.947]

Rule 50/204: (394.1/21.5, lift 10.0)
    PC1 > -4.570809
    PC1 <= -0.3028592
    PC8 > 1.988585
    PC8 <= 5.638007
    PC10 > -0.4068872
    PC17 <= 0.4777961
    PC21 > -0.248798
    PC34 > -0.6209064
    PC53 <= 1.326225
    PC60 <= -0.01839448
    PC69 <= 0.3280344
    PC89 <= 0.5533978
    ->  class 2\|1  [0.943]

Rule 50/205: (73.6/3.3, lift 10.0)
    PC1 <= -0.3028592
    PC2 <= 2.231518
    PC8 > -0.2273773
    PC8 <= 1.988585
    PC63 <= -0.01194157
    PC99 > 1.041684
    ->  class 2\|1  [0.943]

Rule 50/206: (48/2, lift 10.0)
    PC1 <= -0.3028592
    PC2 <= 2.231518
    PC8 > -0.2273773
    PC8 <= 1.988585
    PC32 > 1.071236
    PC49 <= 0.3436811
    PC87 <= 0.02162136
    ->  class 2\|1  [0.940]

Rule 50/207: (75.3/4.2, lift 9.9)
    PC8 > -0.2273773
    PC10 > -0.04852062
    PC19 <= -1.633033
    PC24 <= 0.839894
    PC32 <= 1.071236
    PC45 > -0.006751917
    PC59 > -0.2226959
    PC63 > -0.01194157
    PC67 > -0.3791652
    PC99 <= 1.425039
    ->  class 2\|1  [0.933]

Rule 50/208: (33.5/1.4, lift 9.9)
    PC1 <= -0.3028592
    PC2 <= 2.231518
    PC8 > -0.2273773
    PC36 <= 0.797594
    PC46 > 1.728501
    PC63 > -0.01194157
    ->  class 2\|1  [0.933]

Rule 50/209: (69.8/4.5, lift 9.8)
    PC1 <= -0.3028592
    PC2 <= 2.231518
    PC8 > -0.2273773
    PC8 <= 1.988585
    PC12 > -2.780835
    PC30 > -0.146873
    PC45 <= 0.2947588
    PC63 > -0.01194157
    PC93 <= 0.08484361
    PC98 > 0.06901895
    ->  class 2\|1  [0.924]

Rule 50/210: (150.3/10.8, lift 9.8)
    PC1 <= -0.3028592
    PC2 <= 2.231518
    PC8 > -0.2273773
    PC8 <= 1.988585
    PC10 > -0.04852062
    PC45 > -0.006751917
    PC59 <= -0.2226959
    PC63 > -0.01194157
    PC74 <= 0.6011673
    ->  class 2\|1  [0.922]

Rule 50/211: (83.8/7.8, lift 9.6)
    PC1 <= -0.3028592
    PC2 <= 2.231518
    PC8 > -0.2273773
    PC8 <= 1.988585
    PC12 > -2.780835
    PC24 <= 0.839894
    PC47 > 0.1870073
    PC63 > -0.01194157
    PC67 > -0.3791652
    PC98 > 0.06901895
    ->  class 2\|1  [0.898]

Rule 50/212: (36.2/3, lift 9.5)
    PC2 <= -9.120993
    PC8 <= -0.2273773
    ->  class 2\|1  [0.896]

Rule 50/213: (6.5, lift 9.4)
    PC2 <= 2.231518
    PC8 <= -0.2273773
    PC22 <= 1.182491
    PC29 <= -0.2591521
    PC43 <= -1.519546
    ->  class 2\|1  [0.883]

Rule 50/214: (39.4/3.9, lift 9.4)
    PC1 <= -0.3028592
    PC2 <= 2.231518
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC11 <= 4.756855
    PC22 <= 1.182491
    PC30 > 0.2182368
    PC87 <= -0.7578653
    ->  class 2\|1  [0.881]

Rule 50/215: (10.8/0.5, lift 9.4)
    PC1 <= -0.3028592
    PC2 <= 2.231518
    PC8 > -3.393956
    PC11 <= 4.756855
    PC22 <= 1.182491
    PC75 <= -1.833494
    PC87 <= -0.7578653
    ->  class 2\|1  [0.881]

Rule 50/216: (60.5/8.2, lift 9.1)
    PC1 <= -0.3028592
    PC8 > 1.988585
    PC74 <= -0.451249
    PC97 <= -0.129299
    ->  class 2\|1  [0.853]

Rule 50/217: (4.2, lift 8.9)
    PC8 > -3.393956
    PC15 > 3.421718
    PC22 <= 1.182491
    PC79 > 0.4815935
    ->  class 2\|1  [0.838]

Rule 50/218: (123.3/20.1, lift 8.9)
    PC1 <= -0.3028592
    PC8 > 1.988585
    PC26 <= 4.180573
    PC46 > 1.406275
    ->  class 2\|1  [0.832]

Rule 50/219: (16.3/2.4, lift 8.7)
    PC1 <= -0.3028592
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC11 > 4.756855
    PC22 <= 1.182491
    PC43 > -1.519546
    PC72 <= 3.897374
    PC73 > 0.9392994
    ->  class 2\|1  [0.815]

Rule 50/220: (80.1/20.9, lift 7.8)
    PC1 <= -0.3028592
    PC8 > 1.988585
    PC16 > 0.5844321
    PC21 > -0.248798
    ->  class 2\|1  [0.733]

Rule 50/221: (16.5/4.3, lift 7.6)
    PC1 > -0.3028592
    PC3 <= 0.3930258
    PC8 <= -0.1526319
    PC15 > -3.157014
    PC54 <= -3.347882
    ->  class 2\|1  [0.712]

Rule 50/222: (237.2/1.4, lift 11.7)
    PC1 <= -0.3028592
    PC2 > -9.120993
    PC2 <= 2.231518
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC19 > -3.368043
    PC22 <= 1.182491
    PC26 <= 3.029306
    PC47 <= 0.6332861
    PC57 <= -0.1485425
    PC76 <= 0.5437125
    PC78 > -0.1121761
    PC87 > -0.7578653
    ->  class 2\|2  [0.990]

Rule 50/223: (183.7/1.1, lift 11.7)
    PC1 <= -0.3028592
    PC2 <= 2.231518
    PC8 > -0.2273773
    PC8 <= 1.988585
    PC10 > -0.04852062
    PC19 > -1.633033
    PC30 > -0.146873
    PC45 > -0.006751917
    PC45 <= 0.2947588
    PC46 <= 1.728501
    PC47 > -0.4460302
    PC59 > -0.2226959
    PC63 > -0.01194157
    PC67 > -0.3791652
    PC82 > -0.1843163
    PC98 <= 0.06901895
    PC99 <= 1.425039
    PC100 > -0.8929599
    ->  class 2\|2  [0.988]

Rule 50/224: (91.4/0.6, lift 11.6)
    PC1 <= -0.3028592
    PC8 > -3.052472
    PC8 <= -0.2273773
    PC11 > 4.756855
    PC22 <= 1.182491
    PC73 <= 0.9392994
    ->  class 2\|2  [0.983]

Rule 50/225: (98.2/0.7, lift 11.6)
    PC1 <= -0.3028592
    PC8 > -0.2273773
    PC8 <= 1.988585
    PC10 > -0.04852062
    PC12 <= -2.780835
    PC21 <= 2.607432
    PC32 <= 1.071236
    PC44 <= 0.9918954
    ->  class 2\|2  [0.983]

Rule 50/226: (216.7/3.8, lift 11.5)
    PC1 <= -0.3028592
    PC2 > -9.120993
    PC2 <= 2.231518
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC13 > -1.212704
    PC19 > -3.368043
    PC20 <= 0.569308
    PC38 > -0.06801012
    PC40 <= 0.009732706
    PC42 > -0.7110608
    PC42 <= -0.144099
    PC43 <= 0.9829425
    PC47 > -0.9152054
    PC62 > -1.29437
    PC76 <= 0.2568888
    PC78 > -0.2518843
    PC87 > -0.7578653
    PC94 <= 0.5567049
    ->  class 2\|2  [0.978]

Rule 50/227: (41.8, lift 11.5)
    PC1 <= -0.3028592
    PC2 <= 2.231518
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC38 > -0.06801012
    PC68 <= -1.363614
    PC87 > -0.7578653
    ->  class 2\|2  [0.977]

Rule 50/228: (50.1/0.2, lift 11.5)
    PC1 <= -0.3028592
    PC2 <= 2.231518
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC15 <= 3.421718
    PC27 <= -0.2334193
    PC38 > -0.06801012
    PC42 > -0.7110608
    PC42 <= -0.144099
    PC62 > -1.29437
    PC76 > 0.2568888
    ->  class 2\|2  [0.977]

Rule 50/229: (35.3, lift 11.5)
    PC1 > -0.3028592
    PC1 <= 12.55189
    PC2 <= 2.231518
    PC3 <= 0.3930258
    PC8 <= -0.1526319
    PC15 > -3.157014
    PC19 > -1.661511
    PC98 > 0.3673541
    PC100 > -1.79497
    ->  class 2\|2  [0.973]

Rule 50/230: (41.3/0.3, lift 11.5)
    PC1 <= -0.3028592
    PC2 <= 2.231518
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC15 <= 3.421718
    PC19 > -3.368043
    PC38 > -0.06801012
    PC73 <= -0.5715255
    PC87 > -0.7578653
    PC94 <= 0.5567049
    ->  class 2\|2  [0.971]

Rule 50/231: (29.5, lift 11.4)
    PC1 <= -0.3028592
    PC2 <= 2.231518
    PC8 > -0.2273773
    PC8 <= 1.988585
    PC21 <= 2.607432
    PC32 <= 1.071236
    PC63 > -0.01194157
    PC67 > -0.3791652
    PC74 > 0.6011673
    PC99 <= 1.425039
    ->  class 2\|2  [0.968]

Rule 50/232: (28, lift 11.4)
    PC1 <= -0.3028592
    PC2 <= 2.231518
    PC8 > -3.393956
    PC19 > -3.368043
    PC20 > 0.7229795
    PC22 <= 1.182491
    ->  class 2\|2  [0.967]

Rule 50/233: (84.2/2.3, lift 11.4)
    PC1 <= -0.3028592
    PC2 <= 2.231518
    PC8 > -0.2273773
    PC8 <= 1.988585
    PC10 > -0.04852062
    PC19 > -1.633033
    PC30 > -0.146873
    PC46 <= 1.728501
    PC47 <= 0.1870073
    PC59 > -0.2226959
    PC63 > -0.01194157
    PC93 > 0.08484361
    PC98 > 0.06901895
    PC99 <= 1.425039
    ->  class 2\|2  [0.962]

Rule 50/234: (182.3/8.4, lift 11.2)
    PC1 <= -0.3028592
    PC2 <= 2.231518
    PC8 > -2.982366
    PC8 <= -0.2273773
    PC13 > -1.212704
    PC22 <= 1.182491
    PC29 > -0.2591521
    PC43 <= -1.519546
    PC87 <= 6.593572
    ->  class 2\|2  [0.949]

Rule 50/235: (54.9/2.1, lift 11.2)
    PC1 <= -0.3028592
    PC2 <= 2.231518
    PC8 > -0.2273773
    PC8 <= 1.988585
    PC24 > 0.839894
    PC32 <= 1.071236
    PC63 > -0.01194157
    ->  class 2\|2  [0.946]

Rule 50/236: (15.2, lift 11.1)
    PC1 > -0.3028592
    PC2 <= 2.231518
    PC8 > -0.1526319
    PC9 <= -0.1601986
    PC19 > -1.661511
    PC21 <= -0.2623605
    ->  class 2\|2  [0.942]

Rule 50/237: (12.5, lift 11.0)
    PC2 <= 2.231518
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC11 <= 4.756855
    PC22 <= 1.182491
    PC28 > -0.2738551
    PC30 <= 0.2182368
    PC63 <= 1.976867
    PC72 > 0.8485894
    PC87 <= -0.7578653
    ->  class 2\|2  [0.931]

Rule 50/238: (12.3, lift 11.0)
    PC1 <= -0.3028592
    PC2 <= 2.231518
    PC8 > -3.393956
    PC20 > 0.3911802
    PC22 <= 1.182491
    PC30 <= 0.2182368
    PC87 <= -0.7578653
    ->  class 2\|2  [0.930]

Rule 50/239: (9.4, lift 10.7)
    PC1 > -0.3028592
    PC1 <= 12.55189
    PC3 <= 0.3930258
    PC8 <= -0.1526319
    PC9 <= -0.1601986
    PC15 > -3.157014
    PC29 <= -0.1354575
    PC54 > -3.347882
    ->  class 2\|2  [0.911]

Rule 50/240: (15.4/0.6, lift 10.7)
    PC2 <= 2.231518
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC11 <= 4.756855
    PC63 > 1.976867
    PC75 > -1.833494
    PC87 <= -0.7578653
    ->  class 2\|2  [0.909]

Rule 50/241: (70.9/5.8, lift 10.7)
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC9 > 6.933325
    PC19 > -3.368043
    PC22 <= 1.182491
    PC38 <= -0.06801012
    PC76 <= 0.3322757
    PC87 > -0.7578653
    ->  class 2\|2  [0.906]

Rule 50/242: (8.6, lift 10.7)
    PC1 <= -0.3028592
    PC8 > 1.190268
    PC8 <= 1.988585
    PC32 <= 1.071236
    PC63 <= -0.01194157
    PC71 <= -1.085969
    ->  class 2\|2  [0.906]

Rule 50/243: (115.1/10.1, lift 10.7)
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC19 > 3.016936
    PC43 > -1.519546
    PC51 > 0.2323646
    PC76 <= 0.3322757
    ->  class 2\|2  [0.905]

Rule 50/244: (151.6/13.8, lift 10.7)
    PC2 > -9.120993
    PC2 <= 2.231518
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC22 <= 1.061937
    PC26 > 1.913723
    PC31 > -0.5660677
    PC55 > -0.4301633
    PC76 <= 0.3322757
    ->  class 2\|2  [0.904]

Rule 50/245: (241.2/23.2, lift 10.6)
    PC1 <= -0.3028592
    PC2 > -9.120993
    PC2 <= 2.231518
    PC8 > -1.581418
    PC8 <= -0.2273773
    PC19 > -3.368043
    PC22 <= 1.182491
    PC57 <= -0.1485425
    PC87 > -0.7578653
    ->  class 2\|2  [0.901]

Rule 50/246: (80.7/7.7, lift 10.6)
    PC1 <= -0.3028592
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC15 <= 3.421718
    PC19 > 2.627846
    PC38 > -0.06801012
    PC62 > -1.29437
    PC94 <= 0.5567049
    ->  class 2\|2  [0.895]

Rule 50/247: (12.3/0.6, lift 10.5)
    PC2 <= 2.231518
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC11 <= 4.756855
    PC15 <= 3.421718
    PC38 > -0.06801012
    PC42 > -0.144099
    PC43 > -1.519546
    PC87 > -0.7578653
    PC94 <= -0.7929602
    ->  class 2\|2  [0.890]

Rule 50/248: (6.7, lift 10.4)
    PC1 <= -0.3028592
    PC2 <= 2.231518
    PC8 > -0.2273773
    PC8 <= 1.988585
    PC45 > 0.2947588
    PC58 > -0.1482247
    PC63 > -0.01194157
    ->  class 2\|2  [0.885]

Rule 50/249: (115.4/12.7, lift 10.4)
    PC1 <= -0.3028592
    PC2 <= 2.231518
    PC4 <= 0.01242219
    PC8 > -0.2273773
    PC8 <= 1.190268
    PC11 > -0.6801308
    PC14 > -1.588971
    PC29 <= 0.2676151
    PC49 <= 0.3084636
    PC59 > -0.6449376
    PC63 <= -0.01194157
    PC68 <= 1.74373
    PC87 > -0.8686969
    PC99 <= 1.041684
    ->  class 2\|2  [0.883]

Rule 50/250: (11.3/0.7, lift 10.3)
    PC1 > -0.3028592
    PC3 <= 0.3930258
    PC15 > -3.157014
    PC19 > -1.661511
    PC21 > -0.2623605
    PC31 <= -0.5691792
    ->  class 2\|2  [0.874]

Rule 50/251: (43.2/5, lift 10.2)
    PC1 <= -0.6007821
    PC2 <= 2.231518
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC13 > -1.212704
    PC17 <= -0.7384679
    PC22 > 1.182491
    PC66 > -1.598383
    PC89 <= 0.4153433
    ->  class 2\|2  [0.867]

Rule 50/252: (29.4/3.5, lift 10.1)
    PC1 <= -0.3028592
    PC2 <= 2.231518
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC11 > -3.816464
    PC15 <= 3.421718
    PC22 <= 1.182491
    PC52 <= -0.4311869
    PC87 > -0.7578653
    ->  class 2\|2  [0.858]

Rule 50/253: (53.8/10.9, lift 9.3)
    PC1 <= -0.3028592
    PC2 <= 2.231518
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC11 > -3.816464
    PC15 <= 3.421718
    PC51 > 0.415072
    PC57 > -0.1485425
    PC87 > -0.7578653
    ->  class 2\|2  [0.787]

Rule 50/254: (16.7/3.2, lift 9.2)
    PC1 <= -0.3028592
    PC5 <= 1.629143
    PC8 > 1.988585
    PC11 <= -0.3195422
    PC21 <= -0.248798
    ->  class 2\|2  [0.777]

Rule 50/255: (26.4/7.3, lift 8.4)
    PC1 <= -0.3028592
    PC5 > 1.629143
    PC8 > 1.988585
    PC21 <= -0.248798
    PC26 <= 4.180573
    PC36 <= 0.797594
    ->  class 2\|2  [0.709]

Rule 50/256: (13.6/4.1, lift 7.9)
    PC1 <= -0.3028592
    PC8 <= -3.393956
    PC43 <= 1.878197
    PC46 > 0.413817
    PC50 > 0.1001369
    ->  class 2\|2  [0.673]

Rule 50/257: (20.9/8.9, lift 6.7)
    PC1 > -0.3028592
    PC1 <= -0.2019541
    PC2 <= 2.231518
    PC25 > -0.08540493
    PC27 <= -0.1411613
    ->  class 2\|2  [0.568]

Rule 50/258: (113.1/56.6, lift 5.9)
    PC1 <= -0.3028592
    PC2 <= 2.231518
    PC8 > 0.2795834
    PC8 <= 1.988585
    PC24 <= -0.2414268
    PC63 > -0.01194157
    ->  class 2\|2  [0.500]

Rule 50/259: (101.7, lift 8.3)
    PC1 > -0.3028592
    PC1 <= 12.55189
    PC2 <= 2.231518
    PC3 <= 0.3930258
    PC8 <= -0.1526319
    PC15 > -3.157014
    PC19 > -1.661511
    PC29 > -0.1354575
    PC58 <= 0.8590334
    PC71 > -1.398771
    PC71 <= 0.5719942
    PC98 <= 0.3673541
    ->  class 2\|3  [0.990]

Rule 50/260: (64, lift 8.3)
    PC1 > -0.2019541
    PC2 <= -0.3112209
    PC7 <= -0.2138148
    PC15 <= -3.157014
    PC36 > -4.764976
    PC50 > -0.4994218
    PC79 > -0.3699443
    ->  class 2\|3  [0.985]

Rule 50/261: (92.4/0.9, lift 8.3)
    PC8 <= -3.393956
    PC13 <= 0.5213512
    PC43 <= 1.878197
    PC47 > -0.3317296
    PC64 <= 0.09154131
    PC85 > 0.1985633
    PC85 <= 0.4908885
    PC100 > 0.05330182
    ->  class 2\|3  [0.980]

Rule 50/262: (107.8/1.3, lift 8.2)
    PC1 <= -0.3028592
    PC2 <= 2.231518
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC11 > -3.816464
    PC11 <= 4.756855
    PC22 <= 1.182491
    PC43 > 0.9829425
    PC57 > -0.1485425
    PC76 <= 0.2568888
    PC87 > -0.7578653
    ->  class 2\|3  [0.979]

Rule 50/263: (38, lift 8.2)
    PC1 <= -0.3028592
    PC8 <= -3.393956
    PC42 <= -0.5100476
    PC43 <= 1.878197
    PC47 <= -0.3317296
    ->  class 2\|3  [0.975]

Rule 50/264: (31.8, lift 8.2)
    PC1 > -0.3028592
    PC2 <= -0.3112209
    PC7 <= -0.2138148
    PC15 <= -3.157014
    PC43 <= -0.2012475
    PC50 > -0.4994218
    ->  class 2\|3  [0.970]

Rule 50/265: (27.8, lift 8.1)
    PC1 <= -0.3028592
    PC2 <= 2.231518
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC20 > 0.569308
    PC43 > -1.519546
    PC57 > -0.1485425
    ->  class 2\|3  [0.966]

Rule 50/266: (26.4, lift 8.1)
    PC1 <= -0.3028592
    PC2 <= 2.231518
    PC8 <= -0.2273773
    PC22 > 1.182491
    PC66 <= -1.598383
    ->  class 2\|3  [0.965]

Rule 50/267: (159.2/6.5, lift 8.0)
    PC2 <= 2.231518
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC11 <= 4.756855
    PC19 > -2.010088
    PC28 > -0.1430286
    PC38 <= -0.06801012
    PC43 > -1.519546
    PC57 > -0.1485425
    PC76 > 0.3322757
    PC87 > -0.7578653
    ->  class 2\|3  [0.953]

Rule 50/268: (59/2.1, lift 8.0)
    PC2 <= 2.231518
    PC8 <= -0.2273773
    PC11 <= 4.756855
    PC22 <= 1.182491
    PC27 > -0.2334193
    PC28 > -0.2738551
    PC38 > -0.06801012
    PC42 <= -0.144099
    PC57 > -0.1485425
    PC76 > 0.2568888
    PC94 <= 0.5567049
    ->  class 2\|3  [0.949]

Rule 50/269: (16.7, lift 8.0)
    PC1 <= -0.3028592
    PC8 <= -3.393956
    PC22 <= -1.667393
    PC43 <= 1.878197
    PC85 > 0.4908885
    ->  class 2\|3  [0.947]

Rule 50/270: (14.2, lift 7.9)
    PC1 <= -0.3028592
    PC2 <= 2.231518
    PC22 <= 1.182491
    PC57 <= -0.1485425
    PC76 > 0.5437125
    PC78 > -0.1121761
    ->  class 2\|3  [0.938]

Rule 50/271: (5.8, lift 7.3)
    PC8 <= -3.393956
    PC18 > 0.2099423
    PC43 > 1.878197
    ->  class 2\|3  [0.872]

Rule 50/272: (67.6/8, lift 7.3)
    PC1 <= -0.3028592
    PC2 <= 2.231518
    PC8 <= -0.2273773
    PC17 > 0.2984003
    PC43 <= 1.878197
    PC47 <= -0.3317296
    PC69 <= 0.03042231
    PC85 <= 0.4908885
    ->  class 2\|3  [0.870]

Rule 50/273: (11825.8/9457.9, lift 1.7)
    PC2 <= 2.231518
    ->  class 2\|3  [0.200]

Rule 50/274: (214.4, lift 19.4)
    PC1 <= -0.3028592
    PC8 <= -3.393956
    PC18 <= 0.2099423
    PC43 > 1.878197
    ->  class 2\|4  [0.995]

Rule 50/275: (204.1/0.7, lift 19.3)
    PC2 <= 2.231518
    PC8 <= -3.393956
    PC13 <= 0.5213512
    PC16 <= 0.3685372
    PC22 > -1.667393
    PC43 > -0.4244435
    PC46 <= 0.413817
    PC85 > 0.4908885
    PC92 <= 0.07184996
    ->  class 2\|4  [0.992]

Rule 50/276: (79.6, lift 19.2)
    PC1 <= -0.3028592
    PC8 <= -0.2273773
    PC19 <= -3.368043
    PC31 > -0.02216431
    ->  class 2\|4  [0.988]

Rule 50/277: (50, lift 19.1)
    PC1 <= -0.3028592
    PC8 <= -3.393956
    PC13 > 0.5213512
    PC46 <= 0.413817
    ->  class 2\|4  [0.981]

Rule 50/278: (172.1/2.7, lift 19.1)
    PC2 <= 2.231518
    PC8 <= -3.393956
    PC13 <= 0.5213512
    PC46 <= 0.413817
    PC64 > 0.09154131
    PC85 > 0.1985633
    PC85 <= 0.4908885
    ->  class 2\|4  [0.979]

Rule 50/279: (143.5/3.1, lift 18.9)
    PC8 <= -3.393956
    PC17 > 0.2984003
    PC42 > -0.5100476
    PC46 <= 0.413817
    PC47 <= -0.3317296
    PC69 > 0.03042231
    PC85 <= 0.4908885
    ->  class 2\|4  [0.972]

Rule 50/280: (145.8/3.8, lift 18.9)
    PC2 <= 2.231518
    PC8 <= -3.393956
    PC13 <= 0.5213512
    PC22 > -1.667393
    PC25 <= 0.2079864
    PC43 <= 1.878197
    PC46 <= 0.413817
    PC85 > 0.4908885
    ->  class 2\|4  [0.968]

Rule 50/281: (76.3/1.8, lift 18.8)
    PC1 <= -0.3028592
    PC2 > -9.120993
    PC2 <= 2.231518
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC17 > -0.7384679
    PC22 > 1.182491
    PC96 <= 0.1535768
    ->  class 2\|4  [0.964]

Rule 50/282: (22.8, lift 18.7)
    PC1 > -0.3028592
    PC3 <= 0.3930258
    PC9 <= -0.1601986
    PC15 > -3.157014
    PC19 > -1.661511
    PC71 > 0.5719942
    PC100 > -1.79497
    ->  class 2\|4  [0.960]

Rule 50/283: (32.4/0.5, lift 18.6)
    PC1 <= -0.3028592
    PC2 <= 2.231518
    PC8 <= -0.2273773
    PC10 <= -0.2142037
    PC65 > 0.9605793
    ->  class 2\|4  [0.955]

Rule 50/284: (18.2, lift 18.5)
    PC8 <= -3.393956
    PC46 <= 0.413817
    PC47 > -0.3317296
    PC85 > 0.1985633
    PC87 > 0.3826352
    PC100 <= 0.05330182
    ->  class 2\|4  [0.950]

Rule 50/285: (40.1/1.4, lift 18.4)
    PC1 <= -0.3028592
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC19 <= -3.368043
    PC56 <= 0.02460346
    ->  class 2\|4  [0.944]

Rule 50/286: (86.5/4.1, lift 18.4)
    PC1 > -0.3028592
    PC2 <= -0.3112209
    PC15 <= -3.157014
    PC43 > -0.2012475
    PC79 <= -0.3699443
    ->  class 2\|4  [0.942]

Rule 50/287: (35.6/2.1, lift 17.9)
    PC1 <= -0.3028592
    PC2 <= 2.231518
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC10 <= 0.01438939
    PC38 <= -0.06801012
    PC55 <= -0.4301633
    PC76 <= 0.3322757
    PC87 > -0.7578653
    ->  class 2\|4  [0.917]

Rule 50/288: (8.5, lift 17.6)
    PC1 > -0.3028592
    PC36 <= -4.764976
    ->  class 2\|4  [0.905]

Rule 50/289: (101.7/9.2, lift 17.6)
    PC2 <= 2.231518
    PC8 <= -3.393956
    PC44 > 0.9053153
    PC46 <= 0.413817
    PC47 <= -0.3317296
    ->  class 2\|4  [0.902]

Rule 50/290: (6.8, lift 17.2)
    PC1 <= -0.3028592
    PC8 > -3.393956
    PC19 <= -2.010088
    PC43 > -1.519546
    PC57 > -0.1485425
    PC76 > 0.3322757
    ->  class 2\|4  [0.881]

Rule 50/291: (4.8, lift 16.6)
    PC2 <= 2.231518
    PC8 <= -3.393956
    PC63 <= -5.356032
    ->  class 2\|4  [0.854]

Rule 50/292: (51.6/10.7, lift 15.2)
    PC1 <= -0.3028592
    PC2 <= 2.231518
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC28 <= -0.2738551
    PC56 <= 0.2843107
    ->  class 2\|4  [0.782]

Rule 50/293: (15.7/3.6, lift 14.4)
    PC1 <= -0.3028592
    PC2 <= 2.231518
    PC8 <= -0.2273773
    PC11 <= 4.756855
    PC15 <= 3.421718
    PC29 > 0.3446466
    PC52 > -0.4311869
    PC57 > -0.1485425
    ->  class 2\|4  [0.741]

Rule 50/294: (15.1/4.2, lift 13.5)
    PC1 <= -0.3028592
    PC2 <= 2.231518
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC28 <= -0.1430286
    PC76 > 0.3322757
    PC87 > -0.7578653
    ->  class 2\|4  [0.693]

Rule 50/295: (149.2/49.3, lift 13.0)
    PC1 <= -0.3028592
    PC2 <= 2.231518
    PC11 <= -3.816464
    PC87 > -0.7578653
    ->  class 2\|4  [0.667]

Default class: 2\|3

-----  Trial 51:  -----

Rules:

Rule 51/1: (67.8, lift 17.3)
    PC2 > 2.579857
    PC18 > 1.574468
    PC27 <= 1.865097
    PC59 > -2.114046
    PC91 <= 3.159646
    PC100 <= -1.469016
    ->  class 0\|0  [0.986]

Rule 51/2: (112.6/1, lift 17.2)
    PC2 > 2.579857
    PC13 <= 8.891523
    PC15 > -0.651148
    PC18 > 1.574468
    PC26 <= 0.6106197
    PC41 <= 0.5485136
    PC43 <= 1.781402
    PC59 > -2.114046
    PC86 <= -1.24345
    ->  class 0\|0  [0.982]

Rule 51/3: (124.8/1.4, lift 17.2)
    PC15 > -0.651148
    PC18 > 1.574468
    PC26 <= 0.6106197
    PC39 <= 1.734369
    PC62 <= -1.128852
    PC72 > -1.445022
    PC82 > -1.121691
    PC97 <= 0.4267278
    PC98 > -1.262157
    ->  class 0\|0  [0.981]

Rule 51/4: (39.8, lift 17.1)
    PC18 > 1.574468
    PC26 <= 0.6106197
    PC27 <= 1.865097
    PC39 > 1.734369
    PC59 > -2.114046
    PC82 > -1.121691
    PC86 > -1.24345
    PC91 > -1.896513
    ->  class 0\|0  [0.975]

Rule 51/5: (53/0.5, lift 17.0)
    PC7 > -0.9006965
    PC13 > -2.655839
    PC13 <= 8.891523
    PC18 > 1.574468
    PC26 <= 0.6106197
    PC27 <= 1.865097
    PC30 <= 2.630275
    PC59 > -2.114046
    PC82 > -1.121691
    PC91 > 0.4755529
    PC97 <= 0.4267278
    PC99 <= -0.04279222
    ->  class 0\|0  [0.972]

Rule 51/6: (30.8, lift 17.0)
    PC2 > 2.579857
    PC3 <= 1.640775
    PC13 <= 8.891523
    PC15 > -0.651148
    PC18 > -0.6495812
    PC26 <= 0.6106197
    PC30 <= 2.630275
    PC59 > -2.114046
    PC91 > -1.896513
    PC95 > 0.6812794
    PC99 <= -0.04279222
    ->  class 0\|0  [0.969]

Rule 51/7: (30.5, lift 17.0)
    PC7 > -0.9006965
    PC13 <= 8.891523
    PC15 > -0.651148
    PC18 > 1.574468
    PC27 <= 1.865097
    PC43 <= -1.166289
    PC59 > -2.114046
    PC72 > -1.445022
    PC91 > -1.896513
    PC97 > 0.4267278
    ->  class 0\|0  [0.969]

Rule 51/8: (338.2/10.1, lift 16.9)
    PC1 > -0.7883886
    PC7 > -0.9006965
    PC13 > -2.655839
    PC13 <= 8.891523
    PC17 > -0.1378038
    PC18 > 1.574468
    PC26 <= 0.6106197
    PC27 <= 1.865097
    PC31 <= 0.2286633
    PC47 <= 0.4973541
    PC56 <= 0.6137891
    PC64 <= 1.584733
    PC72 > -1.445022
    PC91 > -1.301775
    PC95 <= 0.8596638
    PC97 <= 0.4267278
    PC98 > -1.262157
    PC99 > -0.04279222
    ->  class 0\|0  [0.967]

Rule 51/9: (23.2, lift 16.8)
    PC7 <= -0.9006965
    PC18 > 1.574468
    PC26 <= 0.6106197
    PC41 <= 0.5485136
    PC55 > 0.3990142
    ->  class 0\|0  [0.960]

Rule 51/10: (31.5/0.4, lift 16.8)
    PC2 > 2.579857
    PC3 <= 1.640775
    PC13 <= 8.891523
    PC15 > -0.651148
    PC18 > -0.6495812
    PC26 <= -0.695217
    PC31 <= 0.2509368
    PC82 > -1.121691
    PC88 <= 0.5475043
    PC97 <= 0.4267278
    ->  class 0\|0  [0.958]

Rule 51/11: (18.1, lift 16.6)
    PC2 > 2.579857
    PC13 <= 1.65137
    PC15 > -0.651148
    PC18 > 0.7593552
    PC43 <= -2.447127
    ->  class 0\|0  [0.950]

Rule 51/12: (254/11.9, lift 16.6)
    PC1 > -0.7883886
    PC7 > -0.9006965
    PC13 > -2.655839
    PC13 <= -0.2262086
    PC17 > -0.1378038
    PC18 > 1.574468
    PC26 <= 0.6106197
    PC59 > -2.114046
    PC64 <= 1.584733
    PC91 > -1.301775
    PC91 <= 3.159646
    PC95 <= 0.8596638
    PC97 <= 0.4267278
    PC98 > -1.262157
    PC99 > -0.04279222
    ->  class 0\|0  [0.950]

Rule 51/13: (45.4/1.5, lift 16.6)
    PC2 > 2.579857
    PC3 <= 1.640775
    PC13 <= -0.3155258
    PC15 > -0.651148
    PC18 > -0.6495812
    PC18 <= 1.574468
    PC47 <= -0.9183904
    ->  class 0\|0  [0.948]

Rule 51/14: (17, lift 16.6)
    PC13 > -2.655839
    PC13 <= 8.891523
    PC15 > -0.651148
    PC17 > -0.1378038
    PC18 > 1.574468
    PC26 > -0.695217
    PC26 <= 0.6106197
    PC39 <= 1.734369
    PC82 > -1.121691
    PC85 <= -0.7321177
    PC91 > -1.896513
    PC97 <= 0.4267278
    PC98 > -1.262157
    ->  class 0\|0  [0.947]

Rule 51/15: (16.5, lift 16.6)
    PC2 > 2.579857
    PC13 <= 8.891523
    PC15 > -0.651148
    PC18 > 1.574468
    PC91 > -1.896513
    PC91 <= 3.159646
    PC97 > 0.4267278
    PC98 > -1.262157
    PC99 > 1.035885
    ->  class 0\|0  [0.946]

Rule 51/16: (15.7, lift 16.5)
    PC9 > 0.529448
    PC18 > 1.574468
    PC82 > -1.121691
    PC99 <= -0.04279222
    PC100 > -1.469016
    ->  class 0\|0  [0.943]

Rule 51/17: (36/1.2, lift 16.5)
    PC7 > -0.9006965
    PC13 > -2.655839
    PC13 <= 8.891523
    PC18 > 1.574468
    PC26 <= 0.6106197
    PC27 <= 1.865097
    PC30 <= 2.630275
    PC39 <= 1.734369
    PC72 > -1.445022
    PC88 > 0.5475043
    PC97 <= 0.4267278
    PC98 > -1.262157
    PC99 <= -0.04279222
    ->  class 0\|0  [0.942]

Rule 51/18: (13.2, lift 16.4)
    PC2 > 2.579857
    PC3 <= 1.640775
    PC7 <= -0.9006965
    PC18 > -0.6495812
    PC30 <= -1.663647
    PC91 <= 3.159646
    ->  class 0\|0  [0.934]

Rule 51/19: (30.9/1.5, lift 16.2)
    PC2 > 2.579857
    PC13 <= 8.891523
    PC15 > -0.651148
    PC18 > 1.574468
    PC30 <= 2.630275
    PC31 > 0.2509368
    ->  class 0\|0  [0.924]

Rule 51/20: (9, lift 15.9)
    PC2 > 2.579857
    PC3 <= 1.640775
    PC7 <= -0.9006965
    PC18 > -0.6495812
    PC26 <= 0.6106197
    PC69 > 0.89635
    ->  class 0\|0  [0.909]

Rule 51/21: (27.7/1.9, lift 15.8)
    PC2 > 2.579857
    PC13 <= 8.891523
    PC15 > -0.651148
    PC18 > 1.574468
    PC59 > -2.114046
    PC76 > 2.726436
    PC91 <= 3.159646
    ->  class 0\|0  [0.903]

Rule 51/22: (7.2, lift 15.6)
    PC7 > -0.9006965
    PC18 > 1.574468
    PC26 > 0.5595937
    PC26 <= 0.6106197
    PC86 > -1.24345
    PC97 > 0.4267278
    PC98 > -1.262157
    ->  class 0\|0  [0.891]

Rule 51/23: (44.5/4.8, lift 15.3)
    PC2 > 2.579857
    PC3 <= 1.640775
    PC7 <= -0.9006965
    PC18 > -0.6495812
    PC26 <= 0.6106197
    PC31 > 0.001927556
    PC41 <= 0.5485136
    ->  class 0\|0  [0.876]

Rule 51/24: (18/1.7, lift 15.1)
    PC2 > 2.579857
    PC13 <= 8.891523
    PC15 > -0.651148
    PC18 > 0.7593552
    PC18 <= 1.574468
    PC60 <= -0.9760237
    PC80 <= 0.6358552
    ->  class 0\|0  [0.863]

Rule 51/25: (5.1, lift 15.0)
    PC2 > 2.579857
    PC3 <= 1.640775
    PC13 <= 8.891523
    PC18 > -0.6495812
    PC59 <= -2.114046
    PC71 <= -0.5508063
    ->  class 0\|0  [0.858]

Rule 51/26: (4.6, lift 14.9)
    PC18 > 0.7593552
    PC18 <= 0.7599854
    ->  class 0\|0  [0.848]

Rule 51/27: (174/29.4, lift 14.5)
    PC2 > 2.579857
    PC3 <= 1.640775
    PC6 > 0.1746644
    PC13 <= 1.65137
    PC15 > -0.651148
    PC18 > -0.6495812
    ->  class 0\|0  [0.827]

Rule 51/28: (130.3/25.4, lift 14.0)
    PC7 > -0.9006965
    PC7 <= -0.79344
    PC13 > -2.655839
    PC17 > -0.1378038
    PC18 > 1.574468
    PC26 <= 0.6106197
    PC27 <= 1.865097
    PC82 > -1.121691
    PC97 <= 0.4267278
    ->  class 0\|0  [0.801]

Rule 51/29: (110/0.3, lift 12.1)
    PC2 > 2.579857
    PC3 <= 1.640775
    PC13 <= 1.65137
    PC15 > -0.651148
    PC18 > -0.6495812
    PC18 <= 0.7593552
    PC32 > -0.1149764
    PC34 > 0.1974441
    PC80 <= 0.6358552
    PC83 > -3.670182
    ->  class 0\|1  [0.989]

Rule 51/30: (65, lift 12.0)
    PC2 > 2.579857
    PC13 <= 8.891523
    PC15 > -0.651148
    PC18 > 1.574468
    PC27 > 1.865097
    PC59 > -2.114046
    PC64 <= 0.7759411
    ->  class 0\|1  [0.985]

Rule 51/31: (55.8, lift 12.0)
    PC1 <= -0.5221188
    PC13 <= 8.891523
    PC18 > 1.574468
    PC27 <= 1.865097
    PC59 <= -2.114046
    PC71 > -0.5508063
    PC83 > -3.670182
    PC93 <= 0.5958865
    PC96 <= 2.611007
    ->  class 0\|1  [0.983]

Rule 51/32: (47.4, lift 12.0)
    PC1 <= -0.7883886
    PC2 > 2.579857
    PC7 > -0.9006965
    PC13 <= 8.891523
    PC15 > -0.651148
    PC18 > 1.574468
    PC82 > -1.121691
    PC91 <= 3.159646
    PC97 <= 0.4267278
    PC98 > -1.262157
    ->  class 0\|1  [0.980]

Rule 51/33: (115.7/2.1, lift 11.9)
    PC2 > 2.579857
    PC3 <= 1.640775
    PC7 <= 0.3436348
    PC9 <= 0.4660531
    PC17 > -2.125433
    PC18 <= -0.6495812
    PC30 > -0.5798313
    PC55 > 0.1993428
    PC94 > -0.2379779
    ->  class 0\|1  [0.974]

Rule 51/34: (37.5, lift 11.9)
    PC1 > -0.5670417
    PC2 > 2.579857
    PC3 <= 1.640775
    PC13 <= 1.65137
    PC18 > -0.6495812
    PC18 <= 0.7593552
    PC34 > 0.1974441
    ->  class 0\|1  [0.974]

Rule 51/35: (33.3, lift 11.9)
    PC2 > 2.579857
    PC13 <= 8.891523
    PC18 > 1.574468
    PC27 <= 1.865097
    PC83 > -3.670182
    PC91 > 3.159646
    ->  class 0\|1  [0.972]

Rule 51/36: (39.5/0.3, lift 11.9)
    PC2 > 2.579857
    PC7 > -0.9006965
    PC15 > -0.651148
    PC18 > 1.574468
    PC72 <= -1.445022
    PC76 <= 2.726436
    ->  class 0\|1  [0.969]

Rule 51/37: (27.9, lift 11.8)
    PC13 <= 8.891523
    PC18 > 1.574468
    PC39 <= 1.734369
    PC59 > -2.114046
    PC86 > -1.24345
    PC91 > -1.896513
    PC98 > -3.321252
    PC98 <= -1.262157
    PC100 > -1.469016
    ->  class 0\|1  [0.967]

Rule 51/38: (27.2, lift 11.8)
    PC13 <= 8.891523
    PC15 > -0.651148
    PC18 > 1.574468
    PC27 <= 1.865097
    PC91 <= -1.896513
    PC98 > -3.321252
    PC100 > -1.469016
    ->  class 0\|1  [0.966]

Rule 51/39: (27.5, lift 11.8)
    PC2 > 2.579857
    PC13 <= 8.891523
    PC15 > -0.651148
    PC18 > 1.574468
    PC26 <= 0.6106197
    PC27 <= 1.865097
    PC76 <= 2.726436
    PC82 <= -1.121691
    PC98 > -3.321252
    ->  class 0\|1  [0.966]

Rule 51/40: (174/5.6, lift 11.8)
    PC2 > 2.579857
    PC3 <= 1.640775
    PC6 <= 0.1746644
    PC13 <= 1.65137
    PC15 > -0.651148
    PC18 > -0.6495812
    PC18 <= 0.7593552
    PC40 > -2.335613
    PC41 > 0.05049452
    PC47 > -0.9183904
    PC80 <= 0.6358552
    PC90 > -1.764218
    PC99 <= 1.594266
    ->  class 0\|1  [0.962]

Rule 51/41: (24, lift 11.8)
    PC1 > -0.7883886
    PC2 > 2.579857
    PC3 <= 1.640775
    PC13 > -0.2262086
    PC13 <= 8.891523
    PC17 > -0.1378038
    PC18 > -0.6495812
    PC47 > 0.4973541
    PC99 > -0.04279222
    ->  class 0\|1  [0.961]

Rule 51/42: (28.2/0.3, lift 11.7)
    PC2 > 2.579857
    PC3 <= 1.640775
    PC18 <= -0.6495812
    PC55 > 0.9090521
    PC55 <= 1.076346
    ->  class 0\|1  [0.958]

Rule 51/43: (28/0.4, lift 11.7)
    PC2 > 2.579857
    PC3 <= 1.640775
    PC7 <= -0.6697605
    PC15 <= -0.651148
    PC18 > -0.6495812
    PC72 <= 0.6361522
    ->  class 0\|1  [0.953]

Rule 51/44: (57.8/1.8, lift 11.7)
    PC13 <= 8.891523
    PC17 > -0.1378038
    PC18 > 1.574468
    PC30 > 2.630275
    PC59 > -2.114046
    PC62 > -1.128852
    PC97 <= 0.4267278
    PC100 > -1.469016
    ->  class 0\|1  [0.953]

Rule 51/45: (17.9, lift 11.6)
    PC2 > 2.579857
    PC3 <= 1.640775
    PC13 > -0.3155258
    PC13 <= 1.65137
    PC18 > -0.6495812
    PC18 <= 1.574468
    PC47 <= -0.9183904
    ->  class 0\|1  [0.950]

Rule 51/46: (29.6/0.6, lift 11.6)
    PC2 > 2.579857
    PC3 <= 1.640775
    PC15 <= -0.651148
    PC18 > -0.6495812
    PC45 > 0.5256948
    PC83 > -3.670182
    PC86 > -0.1073124
    ->  class 0\|1  [0.948]

Rule 51/47: (121.9/5.8, lift 11.6)
    PC2 > 2.579857
    PC3 <= 1.640775
    PC13 <= 1.65137
    PC18 > 0.1208674
    PC18 <= 0.7593552
    PC34 > 0.1974441
    PC80 <= 0.6358552
    PC83 > -3.670182
    PC90 > -1.764218
    ->  class 0\|1  [0.945]

Rule 51/48: (21.7/0.3, lift 11.6)
    PC2 > 2.579857
    PC3 <= 1.640775
    PC13 <= 8.891523
    PC17 > -0.1378038
    PC18 > -0.6495812
    PC39 <= 1.734369
    PC62 > -1.128852
    PC76 <= 2.726436
    PC86 > -1.24345
    PC95 > 0.8596638
    PC100 > -1.469016
    ->  class 0\|1  [0.944]

Rule 51/49: (14.5, lift 11.5)
    PC2 > 2.579857
    PC13 <= 8.891523
    PC15 > -0.651148
    PC18 > -0.6495812
    PC34 <= 0.1974441
    PC48 <= -1.096851
    PC80 <= 0.6358552
    ->  class 0\|1  [0.940]

Rule 51/50: (13.9, lift 11.5)
    PC2 > 2.579857
    PC13 <= 8.891523
    PC15 > -0.651148
    PC18 > 1.574468
    PC41 > 0.5485136
    ->  class 0\|1  [0.937]

Rule 51/51: (31.7/1.2, lift 11.4)
    PC1 > -0.7883886
    PC13 <= 8.891523
    PC18 > -0.6495812
    PC41 <= 0.5485136
    PC59 > -2.114046
    PC62 > -1.128852
    PC64 > 1.584733
    PC99 > -0.04279222
    ->  class 0\|1  [0.936]

Rule 51/52: (154.4/9.4, lift 11.4)
    PC13 <= 8.891523
    PC18 > 1.574468
    PC26 > 0.6106197
    PC43 <= 1.781402
    PC53 <= 2.078044
    PC59 > -2.114046
    PC98 > -3.321252
    PC100 > -1.469016
    ->  class 0\|1  [0.933]

Rule 51/53: (275.6/19.7, lift 11.3)
    PC2 > 2.579857
    PC3 <= 1.640775
    PC6 <= 0.1746644
    PC13 <= 1.65137
    PC18 > 0.7599854
    PC18 <= 1.574468
    PC40 > -2.335613
    PC43 > -2.447127
    PC47 > -0.9183904
    PC59 > -3.263467
    PC60 > -0.9760237
    PC80 <= 0.6358552
    PC90 > -1.764218
    ->  class 0\|1  [0.925]

Rule 51/54: (142.9/10.6, lift 11.3)
    PC7 > -0.79344
    PC9 <= 0.529448
    PC13 <= 8.891523
    PC18 > 1.574468
    PC26 > -0.695217
    PC31 <= 0.2509368
    PC59 > -2.114046
    PC62 > -1.128852
    PC85 > -0.7321177
    PC88 <= 0.5475043
    PC91 <= 0.4755529
    PC95 <= 0.6812794
    PC97 <= 0.4267278
    PC99 <= -0.04279222
    PC100 > -1.469016
    ->  class 0\|1  [0.920]

Rule 51/55: (117.8/9.1, lift 11.2)
    PC7 > -0.9006965
    PC13 <= 8.891523
    PC15 > -0.651148
    PC18 > 1.574468
    PC26 <= 0.5595937
    PC39 <= 1.734369
    PC43 > -1.166289
    PC43 <= 1.781402
    PC76 <= 2.726436
    PC86 > -1.24345
    PC97 > 0.4267278
    PC98 > -1.262157
    PC99 <= 1.035885
    PC100 > -1.469016
    ->  class 0\|1  [0.916]

Rule 51/56: (122.5/9.9, lift 11.2)
    PC2 > 2.579857
    PC7 <= -0.9006965
    PC18 > 1.574468
    PC30 > -1.663647
    PC31 <= 0.001927556
    PC43 <= 1.781402
    PC55 <= 0.3990142
    PC69 <= 0.89635
    PC86 > -1.24345
    ->  class 0\|1  [0.912]

Rule 51/57: (72.8/5.6, lift 11.2)
    PC1 > -0.7883886
    PC2 > 2.579857
    PC3 <= 1.640775
    PC13 <= 8.891523
    PC17 > -0.1378038
    PC18 > -0.6495812
    PC39 <= 1.734369
    PC56 > 0.6137891
    PC59 > -2.114046
    PC82 > -1.121691
    PC86 > -1.24345
    PC99 > -0.04279222
    PC100 > -1.469016
    ->  class 0\|1  [0.912]

Rule 51/58: (6.4, lift 10.8)
    PC2 > 2.579857
    PC3 <= 1.640775
    PC5 <= -0.976656
    PC18 > -0.6495812
    PC18 <= 1.574468
    PC41 <= 0.05049452
    ->  class 0\|1  [0.882]

Rule 51/59: (82.8/9.5, lift 10.7)
    PC2 > 2.579857
    PC3 <= 1.640775
    PC13 <= 8.891523
    PC15 > -0.651148
    PC18 > -0.6495812
    PC18 <= 1.574468
    PC34 > 0.1974441
    PC80 <= 0.6358552
    PC83 > -3.670182
    PC87 > 0.2867545
    ->  class 0\|1  [0.876]

Rule 51/60: (73.7/8.4, lift 10.7)
    PC7 > -0.9006965
    PC13 <= -2.655839
    PC17 > -0.1378038
    PC18 > 1.574468
    PC39 <= 1.734369
    PC62 > -1.128852
    PC82 > -1.121691
    PC86 > -1.24345
    PC98 > -1.262157
    PC100 > -1.469016
    ->  class 0\|1  [0.876]

Rule 51/61: (5.7, lift 10.6)
    PC10 <= -6.299334
    PC11 <= 0.003633523
    PC18 <= -0.6495812
    ->  class 0\|1  [0.871]

Rule 51/62: (26.3/3.6, lift 10.2)
    PC2 > 2.579857
    PC13 <= 8.891523
    PC15 > -0.651148
    PC17 > -0.1378038
    PC18 > -0.6495812
    PC31 > 0.2286633
    PC99 > -0.04279222
    ->  class 0\|1  [0.838]

Rule 51/63: (61.2/9.4, lift 10.2)
    PC7 > -0.9006965
    PC13 <= 8.891523
    PC15 > -0.651148
    PC17 <= -0.1378038
    PC18 > 1.574468
    PC27 <= 1.865097
    PC43 <= 1.781402
    PC86 > -1.24345
    PC98 > -3.321252
    PC100 > -1.469016
    ->  class 0\|1  [0.836]

Rule 51/64: (4, lift 10.2)
    PC2 > 2.579857
    PC17 <= -2.125433
    PC53 > 3.044981
    PC55 > 0.1993428
    ->  class 0\|1  [0.833]

Rule 51/65: (39.3/12.1, lift 8.3)
    PC13 > 8.891523
    PC18 > 3.718587
    ->  class 0\|1  [0.683]

Rule 51/66: (71.1, lift 9.4)
    PC2 > 2.579857
    PC3 <= 1.640775
    PC7 > -0.6032248
    PC10 > -6.299334
    PC15 > -0.2819429
    PC18 <= -0.6495812
    PC31 <= -0.3469182
    PC53 <= 3.972713
    ->  class 0\|2  [0.986]

Rule 51/67: (84.8/2.7, lift 9.2)
    PC4 <= -7.7002
    PC18 <= -0.6495812
    PC87 > 0.02870315
    ->  class 0\|2  [0.958]

Rule 51/68: (15.4/0.5, lift 8.7)
    PC4 > 7.486916
    PC17 <= -2.125433
    PC18 <= -0.6495812
    PC55 > 0.1993428
    PC55 <= 0.9090521
    ->  class 0\|2  [0.913]

Rule 51/69: (95.9/12.6, lift 8.2)
    PC2 > 2.579857
    PC3 <= 1.640775
    PC15 <= -0.651148
    PC18 > -0.6495812
    PC86 <= -0.1073124
    ->  class 0\|2  [0.861]

Rule 51/70: (7845/5762.9, lift 2.5)
    PC2 > 2.579857
    ->  class 0\|2  [0.265]

Rule 51/71: (199.7, lift 10.9)
    PC3 <= 1.640775
    PC4 > -7.7002
    PC8 <= 0.005125114
    PC10 > -1.511999
    PC18 <= -1.824607
    PC25 > -1.166537
    PC30 <= 1.233656
    PC31 > -0.3469182
    PC55 <= 0.1993428
    PC63 <= 1.296047
    PC73 > -1.166736
    PC78 > -0.1065277
    ->  class 0\|3  [0.995]

Rule 51/72: (152, lift 10.9)
    PC4 > -7.60884
    PC4 <= 7.486916
    PC17 <= -2.125433
    PC18 <= -0.6495812
    PC20 <= 1.121512
    PC55 > 0.1993428
    PC61 <= 0.6593934
    ->  class 0\|3  [0.994]

Rule 51/73: (120.1, lift 10.8)
    PC2 > 2.579857
    PC4 > -7.7002
    PC18 <= -2.15512
    PC34 > -2.323716
    PC34 <= -0.05185324
    PC36 <= 1.294355
    PC45 <= 1.225911
    PC62 <= 0.184581
    PC63 <= 1.296047
    PC65 <= 0.5264435
    PC73 > -1.166736
    PC78 > -0.1065277
    ->  class 0\|3  [0.992]

Rule 51/74: (99.3, lift 10.8)
    PC2 > 2.579857
    PC3 <= 1.640775
    PC4 > -7.7002
    PC5 <= 2.575476
    PC18 <= -1.824607
    PC28 > -2.017513
    PC31 > -0.3469182
    PC36 <= 1.294355
    PC63 <= 1.296047
    PC96 <= -0.6923687
    ->  class 0\|3  [0.990]

Rule 51/75: (96.5, lift 10.8)
    PC7 > -0.6032248
    PC10 > -6.299334
    PC18 <= -0.6495812
    PC26 > -2.09578
    PC31 > -0.3469182
    PC39 <= -1.330274
    PC85 > -3.579261
    ->  class 0\|3  [0.989]

Rule 51/76: (90.5, lift 10.8)
    PC5 <= 2.575476
    PC18 <= -0.6495812
    PC31 > -0.3469182
    PC46 <= 0.6415065
    PC55 <= 0.1993428
    PC56 <= 2.088812
    PC68 <= -0.3734163
    PC72 > -0.03705155
    ->  class 0\|3  [0.989]

Rule 51/77: (118/0.6, lift 10.8)
    PC2 > 2.579857
    PC5 <= 2.575476
    PC7 > -0.6032248
    PC18 <= -0.6495812
    PC31 > -0.3469182
    PC46 > 0.6415065
    PC55 <= 0.1993428
    ->  class 0\|3  [0.987]

Rule 51/78: (71.8, lift 10.8)
    PC2 > 2.579857
    PC3 <= 1.640775
    PC5 <= 2.575476
    PC7 > -0.6032248
    PC18 <= -0.6495812
    PC31 > -0.3469182
    PC32 > -1.678754
    PC71 <= -0.9794831
    ->  class 0\|3  [0.986]

Rule 51/79: (62.5, lift 10.8)
    PC7 > -0.6032248
    PC18 > -1.824607
    PC18 <= -0.6495812
    PC31 > -0.3469182
    PC55 <= 0.1993428
    PC72 > -0.03705155
    PC87 <= -0.2954277
    PC94 <= 0.4379654
    ->  class 0\|3  [0.984]

Rule 51/80: (60.2, lift 10.8)
    PC7 > -0.6032248
    PC18 <= -0.6495812
    PC31 > -0.3469182
    PC32 > -1.678754
    PC55 <= 0.1993428
    PC56 > 2.088812
    PC85 > -3.579261
    ->  class 0\|3  [0.984]

Rule 51/81: (71.8/0.3, lift 10.7)
    PC5 <= 2.575476
    PC18 <= -1.824607
    PC26 > -2.09578
    PC78 <= -0.9401445
    PC91 <= -0.7435561
    PC96 > -0.6923687
    ->  class 0\|3  [0.983]

Rule 51/82: (177.3/2, lift 10.7)
    PC4 > -7.7002
    PC5 <= 2.575476
    PC7 > -0.6032248
    PC18 <= -1.824607
    PC28 > -2.017513
    PC30 <= 1.233656
    PC31 > -0.3469182
    PC32 > -1.346216
    PC36 <= 1.294355
    PC37 > -0.7685974
    PC63 <= 1.296047
    PC70 > 0.5779408
    PC73 > -1.166736
    ->  class 0\|3  [0.983]

Rule 51/83: (57, lift 10.7)
    PC10 > -6.299334
    PC18 <= -0.6495812
    PC36 > 3.641171
    ->  class 0\|3  [0.983]

Rule 51/84: (52.6, lift 10.7)
    PC2 > 2.579857
    PC3 <= 1.640775
    PC10 > -6.299334
    PC18 <= -0.6495812
    PC55 > 1.076346
    ->  class 0\|3  [0.982]

Rule 51/85: (310.7/4.8, lift 10.7)
    PC2 > 2.579857
    PC4 > -7.7002
    PC5 <= 2.575476
    PC7 > -0.6032248
    PC8 > -0.7622703
    PC18 <= -2.15512
    PC25 > -1.166537
    PC30 <= 1.233656
    PC32 > -1.346216
    PC34 > -2.323716
    PC37 > -0.7685974
    PC55 <= 0.1993428
    PC71 > -0.9705097
    PC78 > -0.9401445
    PC78 <= -0.1065277
    ->  class 0\|3  [0.981]

Rule 51/86: (47.9, lift 10.7)
    PC2 > 2.579857
    PC5 > -0.2313705
    PC7 > -0.6697605
    PC7 <= 0.5930502
    PC15 <= -0.651148
    PC18 > -0.6495812
    PC45 <= 0.5256948
    PC86 > -0.1073124
    PC95 <= 0.3622045
    ->  class 0\|3  [0.980]

Rule 51/87: (34.4, lift 10.6)
    PC2 > 2.579857
    PC18 > -1.824607
    PC18 <= -0.6495812
    PC26 <= 0.3255049
    PC55 <= 0.1993428
    PC72 > -0.03705155
    PC98 <= -0.1504936
    ->  class 0\|3  [0.973]

Rule 51/88: (59.9/0.7, lift 10.6)
    PC5 <= 2.575476
    PC7 > -0.6032248
    PC18 > -1.824607
    PC18 <= -0.6495812
    PC20 > -2.71062
    PC31 > -0.3469182
    PC52 <= -1.922131
    PC55 <= 0.1993428
    ->  class 0\|3  [0.972]

Rule 51/89: (29.8, lift 10.6)
    PC2 > 2.579857
    PC7 > -0.6032248
    PC7 <= 0.3005878
    PC32 <= -1.678754
    ->  class 0\|3  [0.969]

Rule 51/90: (45.5/0.5, lift 10.6)
    PC2 > 2.579857
    PC3 <= 1.640775
    PC17 <= -2.125433
    PC51 > 0.6820217
    PC53 <= 3.044981
    PC55 > 0.1993428
    ->  class 0\|3  [0.969]

Rule 51/91: (61.8/1.3, lift 10.5)
    PC2 > 2.579857
    PC3 <= 1.640775
    PC10 > -6.299334
    PC18 <= -0.6495812
    PC40 <= -2.798079
    PC85 > -3.579261
    ->  class 0\|3  [0.965]

Rule 51/92: (36.2/0.4, lift 10.5)
    PC2 > 2.579857
    PC17 <= -2.125433
    PC55 > 0.1993428
    PC59 <= -1.048265
    ->  class 0\|3  [0.964]

Rule 51/93: (24.6, lift 10.5)
    PC13 > 8.891523
    PC36 > 1.476349
    ->  class 0\|3  [0.962]

Rule 51/94: (113.3/5.4, lift 10.3)
    PC18 > -2.15512
    PC18 <= -0.6495812
    PC20 <= -2.752749
    PC32 > -1.678754
    PC63 <= 1.296047
    PC78 > -0.9401445
    ->  class 0\|3  [0.944]

Rule 51/95: (13.9, lift 10.2)
    PC3 <= 1.640775
    PC7 <= -0.6032248
    PC10 > -6.299334
    PC18 <= -0.6495812
    PC39 > 2.540315
    ->  class 0\|3  [0.937]

Rule 51/96: (28.8/0.9, lift 10.2)
    PC2 > 2.579857
    PC13 > 1.65137
    PC13 <= 8.891523
    PC18 > -0.6495812
    PC18 <= 1.574468
    PC31 > 0.08785236
    ->  class 0\|3  [0.937]

Rule 51/97: (84/5, lift 10.2)
    PC18 > -1.824607
    PC18 <= -0.6495812
    PC20 <= -2.71062
    PC32 > -1.678754
    PC40 > -2.798079
    ->  class 0\|3  [0.930]

Rule 51/98: (45/2.8, lift 10.0)
    PC2 > 2.579857
    PC6 <= -0.2197398
    PC18 > -0.6495812
    PC26 <= 0.9036272
    PC83 <= -3.670182
    ->  class 0\|3  [0.918]

Rule 51/99: (9.7, lift 10.0)
    PC2 > 2.579857
    PC3 <= 1.640775
    PC7 <= -0.6032248
    PC55 <= 0.1993428
    PC63 > 1.772787
    ->  class 0\|3  [0.914]

Rule 51/100: (9.1, lift 9.9)
    PC7 > -0.6032248
    PC18 <= -0.6495812
    PC31 <= -0.3469182
    PC53 > 3.972713
    ->  class 0\|3  [0.910]

Rule 51/101: (47.3/4.1, lift 9.8)
    PC4 > -7.7002
    PC7 > -0.6032248
    PC17 <= -2.021242
    PC18 > -2.15512
    PC18 <= -1.824607
    PC28 > -2.017513
    PC32 > -1.678754
    PC36 <= 1.294355
    PC63 <= 1.296047
    PC73 > -1.166736
    ->  class 0\|3  [0.897]

Rule 51/102: (74.5/8.3, lift 9.6)
    PC18 <= -0.6495812
    PC30 <= -4.280624
    ->  class 0\|3  [0.878]

Rule 51/103: (20.1/1.9, lift 9.5)
    PC3 <= 1.640775
    PC18 <= -3.65122
    PC20 > 1.121512
    PC55 > 0.1993428
    ->  class 0\|3  [0.871]

Rule 51/104: (134.1/21.2, lift 9.1)
    PC2 > 2.579857
    PC3 <= 1.640775
    PC10 > -6.299334
    PC18 <= -0.6495812
    PC29 <= 0.4539043
    PC30 <= -0.5798313
    PC55 > 0.1993428
    ->  class 0\|3  [0.837]

Rule 51/105: (18.2/2.7, lift 8.9)
    PC7 <= -0.6032248
    PC13 <= -1.466745
    PC18 <= -0.6495812
    PC55 <= 0.1993428
    ->  class 0\|3  [0.818]

Rule 51/106: (23.7/4.1, lift 8.7)
    PC4 <= -7.7002
    PC7 > -0.6032248
    PC18 <= -1.824607
    PC55 <= 0.1993428
    PC87 <= 0.02870315
    ->  class 0\|3  [0.800]

Rule 51/107: (71.1/14.3, lift 8.6)
    PC3 > -3.774415
    PC13 > 8.891523
    PC18 <= 3.718587
    ->  class 0\|3  [0.791]

Rule 51/108: (89/18.1, lift 8.6)
    PC3 <= 1.640775
    PC7 > -0.6032248
    PC18 > -1.824607
    PC18 <= -0.6495812
    PC26 > -2.09578
    PC26 <= 0.3255049
    PC72 > -0.03705155
    PC93 <= -0.09702238
    PC94 <= 0.4379654
    PC98 > -0.1504936
    ->  class 0\|3  [0.790]

Rule 51/109: (115.2, lift 20.6)
    PC7 <= 10.48223
    PC16 <= -2.651365
    PC39 > 0.09551492
    PC50 > 0.1127683
    PC65 > -0.1389549
    PC71 <= 2.168019
    PC92 <= 0.4384783
    ->  class 1\|0  [0.991]

Rule 51/110: (208.7/1.6, lift 20.6)
    PC2 > 2.579857
    PC7 <= 10.48223
    PC16 <= -2.651365
    PC32 > -0.7099972
    PC39 > -0.09855404
    PC47 > -0.295758
    PC65 > -0.1389549
    PC71 <= 2.168019
    PC77 <= 0.7052994
    PC92 <= 0.4384783
    PC95 <= -0.178911
    ->  class 1\|0  [0.988]

Rule 51/111: (38.2, lift 20.3)
    PC3 > 0.717109
    PC4 > -0.08245218
    PC10 > -0.7069036
    PC10 <= -0.2259851
    PC16 <= 0.859188
    ->  class 1\|0  [0.975]

Rule 51/112: (60.8/1.2, lift 20.1)
    PC2 <= 2.579857
    PC3 > 0.717109
    PC11 <= 1.987797
    PC17 <= -1.007422
    PC47 <= 0.7720775
    PC61 > -1.611665
    PC68 <= -0.6986104
    ->  class 1\|0  [0.965]

Rule 51/113: (419.5/15, lift 20.0)
    PC1 > -0.4334595
    PC3 <= 0.717109
    PC9 > 0.3778667
    PC10 > -0.7069036
    PC10 <= 0.7136616
    PC11 <= 1.243502
    PC85 <= 0.1636353
    PC91 > -0.4927763
    PC95 <= 0.4803047
    ->  class 1\|0  [0.962]

Rule 51/114: (18.8, lift 19.8)
    PC3 > 0.717109
    PC16 <= 0.859188
    PC19 > 2.94253
    ->  class 1\|0  [0.951]

Rule 51/115: (185.6/12.8, lift 19.3)
    PC1 > -0.4334595
    PC3 <= 0.717109
    PC9 > 0.3778667
    PC10 > -0.7069036
    PC11 <= 1.243502
    PC67 <= 0.4582677
    PC74 <= 0.04313645
    PC91 > -0.4927763
    PC98 <= -0.01490029
    ->  class 1\|0  [0.926]

Rule 51/116: (10, lift 19.1)
    PC1 > -0.4334595
    PC2 <= 2.579857
    PC3 <= 0.717109
    PC9 > 0.2354248
    PC30 <= -0.1090895
    PC85 > 0.1636353
    PC98 > -0.01490029
    ->  class 1\|0  [0.917]

Rule 51/117: (17.8/0.8, lift 18.9)
    PC3 <= 0.717109
    PC16 <= -4.274662
    PC91 > -0.4927763
    PC98 > -0.01490029
    ->  class 1\|0  [0.910]

Rule 51/118: (220.1/20.4, lift 18.8)
    PC1 > -0.4334595
    PC10 > -0.7069036
    PC12 > 2.702868
    PC18 > -0.3349287
    ->  class 1\|0  [0.904]

Rule 51/119: (7.6, lift 18.5)
    PC2 > 2.579857
    PC3 > 1.640775
    PC16 > -2.651365
    PC16 <= -0.8879908
    PC65 > -0.1389549
    PC67 <= -0.4987029
    ->  class 1\|0  [0.889]

Rule 51/120: (10.6/0.5, lift 18.3)
    PC2 > 2.579857
    PC3 > 1.640775
    PC16 > -2.651365
    PC16 <= -0.8879908
    PC32 <= -0.6606634
    PC65 > -0.1389549
    ->  class 1\|0  [0.878]

Rule 51/121: (42.4/9.9, lift 15.7)
    PC2 <= 2.579857
    PC3 > 0.717109
    PC10 > -0.7069036
    PC16 <= 0.859188
    PC93 <= -0.8947799
    ->  class 1\|0  [0.756]

Rule 51/122: (27.9/8.5, lift 14.2)
    PC1 > -0.4334595
    PC17 <= -1.007422
    PC63 > 1.768406
    ->  class 1\|0  [0.682]

Rule 51/123: (209.4, lift 17.3)
    PC2 <= 2.579857
    PC3 > 0.717109
    PC12 > 2.702868
    PC18 <= -0.3349287
    ->  class 1\|1  [0.995]

Rule 51/124: (96.1, lift 17.2)
    PC1 > -0.4334595
    PC2 <= 2.579857
    PC3 > 0.717109
    PC17 <= -1.007422
    PC63 <= 1.768406
    PC68 > -0.6986104
    PC99 <= 1.762854
    ->  class 1\|1  [0.990]

Rule 51/125: (91.7, lift 17.2)
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC32 > -0.7099972
    PC39 > -0.09855404
    PC50 <= 0.1127683
    PC92 <= 0.4384783
    PC95 > -0.178911
    ->  class 1\|1  [0.989]

Rule 51/126: (158.4/2.6, lift 17.0)
    PC1 <= 8.6641
    PC2 <= 2.579857
    PC3 > 0.717109
    PC10 > -0.2259851
    PC12 <= 2.702868
    PC16 <= 0.859188
    PC17 > -1.007422
    PC19 > -1.113511
    PC19 <= 2.708552
    PC64 > -1.000899
    PC69 > -0.7025993
    PC75 <= 1.004633
    PC93 > -0.8947799
    PC97 > -1.451257
    ->  class 1\|1  [0.977]

Rule 51/127: (77.6/0.9, lift 16.9)
    PC2 > 2.579857
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC65 <= -0.1389549
    ->  class 1\|1  [0.976]

Rule 51/128: (32.7, lift 16.9)
    PC2 > 2.579857
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC47 <= -0.295758
    ->  class 1\|1  [0.971]

Rule 51/129: (44.1/0.3, lift 16.9)
    PC2 > 2.579857
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC39 <= -0.09855404
    ->  class 1\|1  [0.971]

Rule 51/130: (29, lift 16.8)
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC32 > -0.7099972
    PC39 > -0.09855404
    PC39 <= 0.09551492
    PC92 <= 0.4384783
    PC95 > -0.178911
    ->  class 1\|1  [0.968]

Rule 51/131: (84.2/1.8, lift 16.8)
    PC2 > 2.579857
    PC3 > 1.640775
    PC16 > -0.8879908
    PC16 <= 1.26344
    PC22 > -2.091307
    PC50 > -0.3675416
    PC53 > -0.258497
    PC65 > -0.6879153
    PC77 <= 0.6994851
    PC83 > -0.4227733
    ->  class 1\|1  [0.967]

Rule 51/132: (151.5/5.6, lift 16.6)
    PC2 > 2.579857
    PC3 > 1.640775
    PC16 > -2.651365
    PC16 <= -0.8879908
    PC32 > -0.6606634
    PC67 > -0.4987029
    ->  class 1\|1  [0.957]

Rule 51/133: (18.1, lift 16.5)
    PC7 > 11.8481
    PC28 <= -0.2507009
    PC50 > -0.3675416
    ->  class 1\|1  [0.950]

Rule 51/134: (16.7, lift 16.4)
    PC1 > -0.4334595
    PC3 <= 0.717109
    PC9 > 0.2354248
    PC9 <= 0.3778667
    PC10 > -0.7069036
    PC11 <= 1.243502
    ->  class 1\|1  [0.947]

Rule 51/135: (16.5, lift 16.4)
    PC2 > 2.579857
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC77 > 0.7052994
    ->  class 1\|1  [0.946]

Rule 51/136: (15.4, lift 16.4)
    PC1 > -0.4334595
    PC3 <= 0.717109
    PC9 > 0.2354248
    PC61 > -1.390081
    PC67 > 0.4582677
    ->  class 1\|1  [0.942]

Rule 51/137: (15.1, lift 16.3)
    PC1 > -0.4334595
    PC2 <= 2.579857
    PC3 <= 0.717109
    PC10 > -0.7069036
    PC11 <= 1.243502
    PC61 > -1.390081
    PC91 <= -0.4927763
    ->  class 1\|1  [0.941]

Rule 51/138: (15, lift 16.3)
    PC2 > 2.579857
    PC3 > 1.640775
    PC16 <= 1.26344
    PC28 > -0.2507009
    PC50 > -0.3675416
    PC83 <= -0.4227733
    ->  class 1\|1  [0.937]

Rule 51/139: (18.1/0.4, lift 16.2)
    PC1 > -0.4334595
    PC2 <= 2.579857
    PC3 <= 0.717109
    PC11 <= 1.243502
    PC85 <= 0.1636353
    PC95 > 0.4803047
    ->  class 1\|1  [0.931]

Rule 51/140: (26.4/1.4, lift 15.9)
    PC2 > 2.579857
    PC3 > 1.640775
    PC7 <= 10.48223
    PC16 <= -0.8879908
    PC92 > 0.4384783
    ->  class 1\|1  [0.917]

Rule 51/141: (9.5, lift 15.8)
    PC7 > 10.48223
    PC16 <= -2.651365
    ->  class 1\|1  [0.913]

Rule 51/142: (215.3/18.7, lift 15.8)
    PC1 > -0.4334595
    PC2 <= 2.579857
    PC9 > 0.3778667
    PC10 > 0.7136616
    PC11 <= 1.243502
    PC61 > -1.390081
    PC85 <= 0.1636353
    PC91 > -0.4927763
    PC95 <= 0.4803047
    ->  class 1\|1  [0.910]

Rule 51/143: (29.7/2.8, lift 15.3)
    PC1 > -0.4334595
    PC9 > 0.3778667
    PC74 > 0.04313645
    PC85 > 0.1636353
    PC91 > -0.4927763
    PC98 <= -0.01490029
    ->  class 1\|1  [0.881]

Rule 51/144: (56.1/8, lift 14.7)
    PC2 > 2.579857
    PC3 > 1.640775
    PC16 <= -2.651365
    PC32 <= -0.7099972
    ->  class 1\|1  [0.846]

Rule 51/145: (4.3, lift 14.6)
    PC2 <= 2.579857
    PC3 > 0.717109
    PC17 <= -1.007422
    PC47 > 0.7720775
    PC68 <= -0.6986104
    ->  class 1\|1  [0.842]

Rule 51/146: (120.2/18.6, lift 14.6)
    PC1 > -0.4334595
    PC3 <= 0.717109
    PC9 > 0.2354248
    PC10 > -0.7069036
    PC11 <= 1.243502
    PC16 > -4.274662
    PC30 > -0.1090895
    PC61 > -1.390081
    PC85 > 0.1636353
    PC98 > -0.01490029
    ->  class 1\|1  [0.839]

Rule 51/147: (21/4.2, lift 13.4)
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC71 > 2.168019
    ->  class 1\|1  [0.774]

Rule 51/148: (40/11.3, lift 12.3)
    PC1 > 7.463374
    PC3 <= 0.717109
    PC9 <= 0.2354248
    PC10 > -0.7069036
    PC19 > -1.152695
    ->  class 1\|1  [0.708]

Rule 51/149: (57.3/19.8, lift 11.3)
    PC1 > -0.4334595
    PC2 <= 2.579857
    PC6 <= -1.250467
    PC8 <= 0.5883431
    PC10 > -0.7069036
    PC19 <= -1.152695
    ->  class 1\|1  [0.649]

Rule 51/150: (13.3/6.3, lift 9.1)
    PC1 <= -0.4334595
    PC2 <= 2.579857
    PC4 > 0.25686
    PC8 > -0.2273773
    PC8 <= 1.706811
    ->  class 1\|1  [0.524]

Rule 51/151: (115.6, lift 16.0)
    PC1 > 8.6641
    PC3 > 0.717109
    PC10 > -0.2259851
    PC12 <= 2.702868
    PC17 > -1.007422
    PC19 <= 2.94253
    PC93 > -0.8947799
    ->  class 1\|2  [0.991]

Rule 51/152: (143.4/5.4, lift 15.4)
    PC2 <= 2.579857
    PC3 > 0.717109
    PC5 > 2.457253
    PC12 <= 2.702868
    PC16 > 0.859188
    PC65 <= 1.019995
    ->  class 1\|2  [0.956]

Rule 51/153: (41.8/3.1, lift 14.6)
    PC10 <= -0.7069036
    PC17 > 0.4474143
    PC19 <= -1.607163
    ->  class 1\|2  [0.905]

Rule 51/154: (51.7/9, lift 13.1)
    PC1 > -0.4334595
    PC2 <= 2.579857
    PC10 <= -0.7069036
    PC17 <= 0.4474143
    PC45 <= -0.4195936
    ->  class 1\|2  [0.813]

Rule 51/155: (577.1/280.8, lift 8.3)
    PC2 > 2.579857
    PC3 > 1.640775
    PC16 > -0.8879908
    ->  class 1\|2  [0.513]

Rule 51/156: (3073.4/2220.6, lift 4.5)
    PC1 > -0.4334595
    PC2 <= 2.579857
    PC10 > -0.7069036
    ->  class 1\|2  [0.278]

Rule 51/157: (133.2, lift 14.8)
    PC1 > -0.4334595
    PC2 <= 2.579857
    PC3 > 0.717109
    PC5 <= 2.457253
    PC16 > 0.859188
    PC27 > -0.2652204
    PC44 > -0.4976424
    PC60 > -0.7596195
    PC70 <= 0.9701324
    PC99 <= 1.053622
    PC100 <= -0.009884551
    ->  class 1\|3  [0.993]

Rule 51/158: (142.9/1.1, lift 14.7)
    PC2 > 2.579857
    PC3 > 1.640775
    PC24 <= 0.2983689
    PC38 > 0.2026206
    PC50 <= -0.3675416
    PC82 > -0.4331053
    ->  class 1\|3  [0.986]

Rule 51/159: (62, lift 14.7)
    PC2 <= 2.579857
    PC3 > 0.717109
    PC5 <= 2.457253
    PC16 > 0.859188
    PC23 <= -0.9964626
    PC70 <= 0.9701324
    ->  class 1\|3  [0.984]

Rule 51/160: (63.6, lift 14.7)
    PC1 > -0.4334595
    PC3 > 0.717109
    PC15 > 4.020658
    PC27 > -0.2652204
    PC53 <= 1.238959
    PC98 > -0.9144674
    ->  class 1\|3  [0.984]

Rule 51/161: (56.8, lift 14.7)
    PC1 > -0.4334595
    PC2 <= 2.579857
    PC3 > 0.717109
    PC5 <= 2.457253
    PC16 > 0.859188
    PC27 > -0.2652204
    PC44 > -0.4976424
    PC53 <= 1.238959
    PC60 > -0.7596195
    PC98 > 0.07864691
    ->  class 1\|3  [0.982]

Rule 51/162: (117.3/1.7, lift 14.6)
    PC2 > 2.579857
    PC3 > 1.640775
    PC6 > -3.187833
    PC24 <= 0.2983689
    PC50 <= -0.3675416
    PC82 > -0.4331053
    ->  class 1\|3  [0.977]

Rule 51/163: (37.6, lift 14.6)
    PC2 <= 2.579857
    PC3 > 0.717109
    PC5 <= 2.457253
    PC9 <= 0.2734779
    PC16 > 0.859188
    PC44 <= -0.4976424
    PC70 <= 0.9701324
    ->  class 1\|3  [0.975]

Rule 51/164: (37.8, lift 14.6)
    PC2 > 2.312328
    PC2 <= 2.579857
    PC4 <= 0.8657938
    PC5 <= 2.457253
    PC17 > -1.007422
    PC44 > -0.4976424
    PC60 > -0.7596195
    ->  class 1\|3  [0.975]

Rule 51/165: (36.3, lift 14.6)
    PC2 <= 2.579857
    PC3 > 0.717109
    PC5 <= 2.457253
    PC23 > -0.9964626
    PC27 > -0.2652204
    PC44 > -0.4976424
    PC53 <= 1.238959
    PC80 <= -0.7970471
    PC98 > -0.9144674
    ->  class 1\|3  [0.974]

Rule 51/166: (34.2, lift 14.5)
    PC3 > 0.717109
    PC5 <= 2.457253
    PC12 <= 2.702868
    PC16 > 0.859188
    PC24 > 4.099611
    PC44 > -0.4976424
    ->  class 1\|3  [0.972]

Rule 51/167: (25.5, lift 14.4)
    PC1 <= 8.6641
    PC2 <= 2.579857
    PC3 > 0.717109
    PC16 <= 0.859188
    PC17 > -1.007422
    PC69 <= -0.7025993
    PC93 > -0.8947799
    ->  class 1\|3  [0.964]

Rule 51/168: (26.1, lift 14.4)
    PC2 <= 2.579857
    PC3 > 0.717109
    PC10 > -0.7069036
    PC23 > -0.9964626
    PC30 > -0.5015287
    PC44 > -0.4976424
    PC66 > 0.3869977
    ->  class 1\|3  [0.964]

Rule 51/169: (151/5.7, lift 14.3)
    PC2 <= 2.579857
    PC3 > 0.717109
    PC5 <= 2.457253
    PC16 > 0.859188
    PC30 > -0.5015287
    PC43 <= -0.448946
    PC60 > -0.7596195
    ->  class 1\|3  [0.956]

Rule 51/170: (19.1, lift 14.2)
    PC2 <= 2.579857
    PC3 > 0.717109
    PC4 <= 0.8657938
    PC5 <= 2.457253
    PC12 <= 2.702868
    PC15 <= 4.020658
    PC16 > 0.859188
    PC43 > -0.448946
    PC44 > -0.4976424
    PC70 <= 0.9701324
    PC80 > 0.09326851
    ->  class 1\|3  [0.952]

Rule 51/171: (7.5, lift 13.3)
    PC3 > 0.717109
    PC11 > 1.987797
    PC17 <= -1.007422
    ->  class 1\|3  [0.890]

Rule 51/172: (16.1/1.1, lift 13.2)
    PC3 > 0.717109
    PC9 > -1.653745
    PC19 <= -1.113511
    PC48 > 0.4174948
    PC93 > -0.8947799
    ->  class 1\|3  [0.885]

Rule 51/173: (6.5, lift 13.2)
    PC2 <= 2.579857
    PC3 > 0.717109
    PC16 > 0.859188
    PC65 > 1.019995
    ->  class 1\|3  [0.882]

Rule 51/174: (54.2/5.9, lift 13.1)
    PC2 <= 2.579857
    PC3 > 0.717109
    PC4 <= -0.08245218
    PC7 > -5.712859
    PC10 <= -0.2259851
    PC16 <= 0.859188
    PC17 > -1.007422
    PC93 > -0.8947799
    ->  class 1\|3  [0.877]

Rule 51/175: (17.2/1.5, lift 13.0)
    PC2 <= 2.579857
    PC3 > 0.717109
    PC9 <= -1.653745
    PC10 > -0.2259851
    PC16 <= 0.859188
    PC93 > -0.8947799
    ->  class 1\|3  [0.868]

Rule 51/176: (10.7/1.8, lift 11.6)
    PC1 > -0.4334595
    PC3 <= 0.717109
    PC6 > -1.250467
    PC9 <= 0.2354248
    PC10 > -0.7069036
    PC19 <= -1.152695
    PC65 > 0.4489444
    ->  class 1\|3  [0.777]

Rule 51/177: (1063.6/413.5, lift 9.1)
    PC1 > -0.4334595
    PC2 <= 2.579857
    PC10 <= -0.7069036
    PC17 <= 0.4474143
    PC45 > -0.4195936
    ->  class 1\|3  [0.611]

Rule 51/178: (178.8/1.6, lift 13.1)
    PC8 > 1.706811
    PC9 <= -0.5251705
    PC19 <= 1.13824
    PC20 <= -0.04177124
    PC31 > -0.8458249
    PC42 > -0.3084469
    PC60 > -0.498684
    PC63 <= 0.1688537
    PC70 > 0.01680937
    PC70 <= 0.1531509
    PC73 > -0.8312845
    PC74 > -0.6437991
    PC100 > -0.6329606
    ->  class 2\|0  [0.986]

Rule 51/179: (57.4, lift 13.0)
    PC1 > -0.4334595
    PC3 <= 0.717109
    PC8 > 0.5883431
    PC9 > -2.660782
    PC9 <= 0.2354248
    PC12 > 0.8447506
    ->  class 2\|0  [0.983]

Rule 51/180: (37.1, lift 12.9)
    PC1 <= -0.4334595
    PC8 > 1.706811
    PC42 <= -0.3084469
    PC58 <= -1.078367
    PC73 > -0.8312845
    PC87 > -1.102282
    ->  class 2\|0  [0.974]

Rule 51/181: (72.3/1.2, lift 12.9)
    PC8 > 1.706811
    PC21 > -0.2479957
    PC34 > -0.7590267
    PC41 <= -0.9372267
    PC49 > -0.6087352
    PC63 <= 0.1688537
    PC96 > -0.3563694
    ->  class 2\|0  [0.970]

Rule 51/182: (603.7/23, lift 12.7)
    PC1 <= -0.4334595
    PC6 <= 2.911929
    PC8 > 1.706811
    PC12 > -1.731584
    PC21 > -0.2479957
    PC42 > -0.3084469
    PC59 <= 0.3535813
    PC60 > -0.6551447
    PC63 <= 0.1688537
    PC70 <= 0.01680937
    PC74 > -0.6437991
    PC99 <= 1.280946
    ->  class 2\|0  [0.960]

Rule 51/183: (21.9, lift 12.7)
    PC2 <= 2.579857
    PC3 > 0.1090698
    PC4 <= 0.25686
    PC6 <= 1.404732
    PC8 > -0.2273773
    PC8 <= 1.706811
    PC22 > -0.8724027
    PC34 <= -0.3792612
    ->  class 2\|0  [0.958]

Rule 51/184: (285.8/13.1, lift 12.6)
    PC1 <= -0.4334595
    PC8 > 4.980061
    PC12 > -1.731584
    PC21 > -0.2479957
    PC60 > -0.6551447
    PC99 <= 1.280946
    ->  class 2\|0  [0.951]

Rule 51/185: (131.2/5.9, lift 12.6)
    PC2 <= 2.579857
    PC6 <= 2.911929
    PC8 > 1.706811
    PC12 > -1.731584
    PC21 > -0.2479957
    PC60 > -0.6551447
    PC63 <= 0.1688537
    PC73 > -0.8312845
    PC74 > -0.6437991
    PC98 > 0.2919893
    PC99 <= 1.280946
    ->  class 2\|0  [0.948]

Rule 51/186: (385.5/22.5, lift 12.4)
    PC6 <= 2.911929
    PC8 > 1.706811
    PC10 <= 0.4210731
    PC12 > -1.731584
    PC21 > -0.2479957
    PC60 > -0.6551447
    PC63 <= 0.1688537
    PC64 <= -0.4027931
    PC73 > -0.8312845
    PC74 > -0.6437991
    PC99 <= 1.280946
    ->  class 2\|0  [0.939]

Rule 51/187: (163.6/12.6, lift 12.2)
    PC1 <= -0.4334595
    PC8 > -0.2273773
    PC19 <= -1.19703
    PC22 > -0.8724027
    PC43 > 0.7369745
    ->  class 2\|0  [0.918]

Rule 51/188: (8.9/0.1, lift 11.9)
    PC8 > 1.706811
    PC21 > -0.2479957
    PC25 <= 0.331427
    PC51 > -0.1568295
    PC63 <= 0.1688537
    PC87 <= -1.102282
    ->  class 2\|0  [0.899]

Rule 51/189: (5.1, lift 11.4)
    PC8 > 1.706811
    PC21 > -0.2479957
    PC91 > 2.549849
    ->  class 2\|0  [0.860]

Rule 51/190: (14.3/1.7, lift 11.1)
    PC1 <= -0.4334595
    PC8 > 1.706811
    PC21 > -0.2479957
    PC49 <= -0.6087352
    PC60 <= -0.6551447
    PC63 <= 0.1688537
    ->  class 2\|0  [0.836]

Rule 51/191: (113/18.6, lift 11.0)
    PC1 <= -0.4334595
    PC8 > 1.706811
    PC15 <= -1.715107
    PC21 > -0.2479957
    ->  class 2\|0  [0.830]

Rule 51/192: (206.8/92.8, lift 7.3)
    PC1 > -1.364033
    PC1 <= -0.4334595
    PC8 > 1.706811
    ->  class 2\|0  [0.551]

Rule 51/193: (1020.6/606.4, lift 5.4)
    PC2 <= 2.579857
    PC7 > -0.8388027
    PC10 <= -0.7069036
    ->  class 2\|0  [0.406]

Rule 51/194: (241, lift 10.3)
    PC1 <= -1.364033
    PC6 <= -0.2963097
    PC7 > 0.1627358
    PC8 > 1.756507
    PC11 > -0.9793475
    PC21 <= -0.2479957
    PC25 <= 0.331427
    PC40 > -1.644845
    PC93 <= 0.5821239
    ->  class 2\|1  [0.996]

Rule 51/195: (134.2, lift 10.3)
    PC1 <= -0.4334595
    PC8 > 1.706811
    PC12 <= -1.731584
    PC60 > -0.6551447
    ->  class 2\|1  [0.993]

Rule 51/196: (106.6, lift 10.2)
    PC8 > 1.706811
    PC9 <= -0.5251705
    PC60 <= -0.498684
    PC70 > 0.01680937
    PC70 <= 0.1531509
    ->  class 2\|1  [0.991]

Rule 51/197: (191.8/0.8, lift 10.2)
    PC1 <= -0.4334595
    PC8 > 1.706811
    PC15 > -1.715107
    PC21 > -0.2479957
    PC63 > 0.1688537
    PC69 > -0.3915931
    PC91 <= 2.549849
    PC96 > -0.3563694
    ->  class 2\|1  [0.991]

Rule 51/198: (75.5, lift 10.2)
    PC1 <= -0.4334595
    PC2 <= 2.579857
    PC8 > -0.2273773
    PC10 > 0.4210731
    PC12 > -1.731584
    PC21 > -0.2479957
    PC42 <= -0.3084469
    ->  class 2\|1  [0.987]

Rule 51/199: (166.1/1.4, lift 10.2)
    PC1 <= -0.4334595
    PC5 <= 1.184286
    PC8 > 1.706811
    PC34 > -0.7590267
    PC41 > -0.9372267
    PC49 > -0.6087352
    PC60 <= -0.6551447
    PC63 <= 0.1688537
    ->  class 2\|1  [0.985]

Rule 51/200: (65.7, lift 10.2)
    PC1 <= -0.4334595
    PC8 > 1.706811
    PC19 > 1.13824
    PC20 <= -0.04177124
    ->  class 2\|1  [0.985]

Rule 51/201: (60.4, lift 10.2)
    PC1 > -0.4334595
    PC3 <= 0.717109
    PC8 > 0.5883431
    PC9 <= 0.2354248
    PC10 > -0.5037766
    PC12 <= 0.8447506
    PC56 > -0.493567
    ->  class 2\|1  [0.984]

Rule 51/202: (56.2, lift 10.2)
    PC1 <= -0.4334595
    PC8 > 1.706811
    PC10 > -0.2064315
    PC51 <= -0.1568295
    PC63 <= 0.1688537
    PC87 <= -1.102282
    ->  class 2\|1  [0.983]

Rule 51/203: (164.7/2, lift 10.1)
    PC1 <= -0.4334595
    PC8 > 1.706811
    PC8 <= 4.980061
    PC42 <= -0.3084469
    PC58 > -1.078367
    PC60 > -0.6551447
    PC64 > -0.4027931
    PC73 > -0.8312845
    PC96 > -0.3563694
    PC98 <= 0.2919893
    ->  class 2\|1  [0.982]

Rule 51/204: (48, lift 10.1)
    PC1 <= -0.4334595
    PC6 > 2.911929
    PC8 > 1.706811
    ->  class 2\|1  [0.980]

Rule 51/205: (67.9/0.4, lift 10.1)
    PC1 <= -0.4334595
    PC2 <= 2.579857
    PC8 > -0.2273773
    PC87 > -1.102282
    PC96 > -0.3563694
    PC99 > 1.280946
    ->  class 2\|1  [0.980]

Rule 51/206: (79.6/0.8, lift 10.1)
    PC1 <= -0.4334595
    PC8 > 1.706811
    PC20 > -0.04177124
    PC31 > -0.8458249
    PC60 > -0.6551447
    PC70 > 0.01680937
    ->  class 2\|1  [0.978]

Rule 51/207: (38.3/0.1, lift 10.0)
    PC1 <= -0.4334595
    PC8 > 1.706811
    PC59 > 0.3535813
    PC60 > -0.6551447
    ->  class 2\|1  [0.972]

Rule 51/208: (29.7, lift 10.0)
    PC1 <= -0.4334595
    PC8 > 1.706811
    PC31 <= -0.8458249
    PC42 > -0.3084469
    PC70 > 0.01680937
    PC87 > -1.102282
    ->  class 2\|1  [0.968]

Rule 51/209: (28.3, lift 10.0)
    PC1 <= -0.4334595
    PC2 <= 2.579857
    PC8 > 0.710245
    PC22 <= -0.8724027
    PC88 > 0.4436537
    ->  class 2\|1  [0.967]

Rule 51/210: (26.1, lift 10.0)
    PC1 <= -0.4334595
    PC2 <= 2.579857
    PC8 > 0.710245
    PC8 <= 1.706811
    PC95 <= -0.6196921
    ->  class 2\|1  [0.964]

Rule 51/211: (25.4, lift 10.0)
    PC1 <= -0.4334595
    PC2 <= 2.579857
    PC6 <= 1.404732
    PC8 > -0.2273773
    PC22 > -0.8724027
    PC27 > 0.03023119
    PC31 > -1.454528
    PC56 > -0.3209011
    PC70 > 0.23548
    ->  class 2\|1  [0.963]

Rule 51/212: (63.7/1.7, lift 9.9)
    PC1 <= -0.4334595
    PC2 <= 2.579857
    PC8 > 0.710245
    PC59 > 0.6649538
    ->  class 2\|1  [0.959]

Rule 51/213: (228.5/9.4, lift 9.9)
    PC1 <= -0.4334595
    PC2 <= 2.579857
    PC3 <= 0.1090698
    PC6 <= 1.404732
    PC8 > -0.2273773
    PC8 <= 1.706811
    PC12 <= 2.184593
    PC22 > -0.8724027
    PC31 > -1.454528
    PC43 <= 0.7369745
    PC46 <= 1.868977
    PC56 > -0.3209011
    PC64 <= 0.3028164
    PC70 <= 0.23548
    PC85 > -1.504104
    ->  class 2\|1  [0.955]

Rule 51/214: (27.8/0.6, lift 9.8)
    PC1 <= -0.4334595
    PC28 <= -0.2562993
    PC31 > 1.217825
    ->  class 2\|1  [0.947]

Rule 51/215: (61.1/2.8, lift 9.7)
    PC1 <= -0.4334595
    PC2 <= 2.579857
    PC8 > -2.366995
    PC12 > 2.198731
    PC76 <= -0.6040889
    ->  class 2\|1  [0.940]

Rule 51/216: (12.1, lift 9.6)
    PC1 > -0.4334595
    PC8 > 0.5883431
    PC9 <= -2.660782
    ->  class 2\|1  [0.929]

Rule 51/217: (48.2/2.7, lift 9.6)
    PC1 <= -0.4334595
    PC8 > 1.706811
    PC9 <= -0.5251705
    PC42 > -0.3084469
    PC70 > 0.1531509
    ->  class 2\|1  [0.926]

Rule 51/218: (28.8/1.4, lift 9.5)
    PC1 <= -0.4334595
    PC2 <= 2.579857
    PC8 > -0.2273773
    PC10 <= -0.01714168
    PC22 <= -0.8724027
    PC55 > 0.6825182
    ->  class 2\|1  [0.923]

Rule 51/219: (40.8/2.4, lift 9.5)
    PC2 <= 2.579857
    PC6 <= 2.911929
    PC8 > 1.706811
    PC9 > -0.5251705
    PC21 > -0.2479957
    PC42 > -0.3084469
    PC70 > 0.01680937
    PC73 > -0.8312845
    PC99 <= 1.280946
    ->  class 2\|1  [0.921]

Rule 51/220: (16.7/0.5, lift 9.5)
    PC1 > -0.4334595
    PC2 <= 2.579857
    PC3 <= 0.717109
    PC10 > -0.7069036
    PC58 > -0.4296502
    PC94 > 0.4891157
    ->  class 2\|1  [0.920]

Rule 51/221: (10.1, lift 9.5)
    PC1 <= -0.4334595
    PC2 <= 2.579857
    PC8 > -0.2273773
    PC8 <= 1.706811
    PC22 <= -0.8724027
    PC34 <= -0.4775807
    ->  class 2\|1  [0.918]

Rule 51/222: (90.6/6.8, lift 9.5)
    PC1 <= -0.4334595
    PC2 <= 2.579857
    PC6 <= -0.5124202
    PC8 > -0.2273773
    PC8 <= 1.706811
    PC12 <= 2.184593
    PC40 <= 0.1654914
    PC56 <= -0.3209011
    PC95 <= 0.3359291
    PC98 > -0.4347838
    PC100 > -0.6890752
    ->  class 2\|1  [0.916]

Rule 51/223: (55.7/4, lift 9.4)
    PC1 > -1.886077
    PC1 <= -0.4334595
    PC2 <= 2.579857
    PC8 > 0.710245
    PC8 <= 1.706811
    PC14 > -1.142013
    PC30 > -0.01695349
    ->  class 2\|1  [0.914]

Rule 51/224: (47.4/3.9, lift 9.3)
    PC1 <= -0.4334595
    PC2 <= 2.579857
    PC3 > 0.1090698
    PC6 <= 1.404732
    PC8 > -0.2273773
    PC8 <= 1.706811
    PC34 > -0.3792612
    ->  class 2\|1  [0.902]

Rule 51/225: (156.9/15.2, lift 9.3)
    PC1 <= -0.4334595
    PC8 > 0.710245
    PC8 <= 1.706811
    PC14 <= 1.805421
    PC30 <= -0.01695349
    PC95 <= 0.1052106
    PC99 <= 0.4634011
    ->  class 2\|1  [0.898]

Rule 51/226: (327.2/32.7, lift 9.3)
    PC1 <= -0.4334595
    PC2 <= 2.579857
    PC3 <= 0.1090698
    PC8 > -0.2273773
    PC8 <= 1.706811
    PC12 <= 2.184593
    PC17 > -0.3394866
    PC22 > -0.8724027
    PC43 <= 0.7369745
    PC46 <= 1.868977
    PC50 <= 0.5983326
    PC56 > -0.3209011
    PC68 > -1.979696
    PC70 <= 0.23548
    PC85 > -1.504104
    ->  class 2\|1  [0.898]

Rule 51/227: (7.6, lift 9.3)
    PC1 <= -0.4334595
    PC2 <= 2.579857
    PC8 > -0.2273773
    PC14 <= -1.142013
    PC22 <= -0.8724027
    ->  class 2\|1  [0.896]

Rule 51/228: (84.5/8.1, lift 9.2)
    PC1 <= -0.4334595
    PC8 > 1.706811
    PC74 <= -0.6437991
    PC87 > -1.102282
    ->  class 2\|1  [0.895]

Rule 51/229: (5.8, lift 9.0)
    PC1 <= -0.4334595
    PC2 <= 2.579857
    PC8 <= -0.2273773
    PC10 <= -0.2958407
    PC46 <= -1.507581
    ->  class 2\|1  [0.872]

Rule 51/230: (98.7/14.1, lift 8.8)
    PC2 <= -9.022285
    ->  class 2\|1  [0.850]

Rule 51/231: (39.3/5.2, lift 8.8)
    PC1 <= -0.4334595
    PC2 <= 2.579857
    PC8 > -2.366995
    PC100 > 3.830744
    ->  class 2\|1  [0.849]

Rule 51/232: (314.2/54.3, lift 8.5)
    PC1 <= -0.4334595
    PC2 <= 2.579857
    PC3 <= 0.1090698
    PC6 <= 1.404732
    PC8 > -0.2273773
    PC8 <= 1.706811
    PC22 > -0.8724027
    PC43 <= 0.7369745
    PC76 <= -0.07148779
    PC85 > -1.504104
    ->  class 2\|1  [0.825]

Rule 51/233: (38.4/6.8, lift 8.3)
    PC1 <= -0.4334595
    PC8 > 1.706811
    PC42 > -0.3084469
    PC70 > 0.01680937
    PC73 > -0.8312845
    PC100 <= -0.6329606
    ->  class 2\|1  [0.808]

Rule 51/234: (15.1/4.1, lift 7.2)
    PC1 <= -0.4334595
    PC2 <= 2.579857
    PC4 <= 0.1372792
    PC8 > -2.366995
    PC8 <= -0.2273773
    PC29 <= -0.2381321
    PC35 <= -0.5524438
    ->  class 2\|1  [0.701]

Rule 51/235: (163.4/53.7, lift 6.9)
    PC1 <= -0.4334595
    PC2 <= 2.579857
    PC8 > -2.366995
    PC60 > 0.07348618
    PC68 <= -1.61263
    ->  class 2\|1  [0.669]

Rule 51/236: (194.5/1.1, lift 10.8)
    PC1 <= -0.4334595
    PC2 > -9.022285
    PC2 <= 2.579857
    PC8 > -2.366995
    PC8 <= -0.2273773
    PC10 > -0.06993597
    PC44 <= -0.7637701
    PC60 <= 0.07348618
    ->  class 2\|2  [0.989]

Rule 51/237: (75, lift 10.8)
    PC2 <= 2.579857
    PC5 > -1.423835
    PC8 > -2.366995
    PC8 <= -1.48177
    PC10 > -0.06993597
    PC12 <= 2.198731
    PC60 <= 0.07348618
    PC78 > 0.1016633
    ->  class 2\|2  [0.987]

Rule 51/238: (70.3/0.2, lift 10.8)
    PC1 > -0.4334595
    PC1 <= 7.463374
    PC3 <= 0.717109
    PC8 <= 0.5883431
    PC9 <= 0.2354248
    PC10 > -0.7069036
    PC11 <= 2.046466
    PC19 > -1.152695
    PC60 <= -0.6163653
    PC83 <= -0.1383405
    PC94 <= 0.4891157
    ->  class 2\|2  [0.984]

Rule 51/239: (90.7/0.8, lift 10.8)
    PC1 <= -1.886077
    PC8 > 0.710245
    PC8 <= 1.706811
    PC22 <= -0.8724027
    PC30 > -0.01695349
    PC59 <= 0.6649538
    PC88 <= 0.4436537
    PC95 > -0.6196921
    ->  class 2\|2  [0.981]

Rule 51/240: (46.6, lift 10.7)
    PC1 <= -0.4334595
    PC2 <= 2.579857
    PC8 > -2.366995
    PC8 <= -0.2273773
    PC12 <= 5.358043
    PC43 <= -1.974697
    PC68 > -1.61263
    PC92 > -0.9525924
    ->  class 2\|2  [0.979]

Rule 51/241: (42.5, lift 10.7)
    PC1 <= -0.4334595
    PC2 <= 2.579857
    PC8 > -2.366995
    PC8 <= -0.2273773
    PC10 <= -0.06993597
    PC12 <= 2.198731
    PC42 <= -0.04923536
    PC60 <= 0.07348618
    PC98 > -0.1039443
    ->  class 2\|2  [0.978]

Rule 51/242: (39.3, lift 10.7)
    PC1 <= -0.4334595
    PC2 <= 2.579857
    PC8 > -0.2273773
    PC8 <= 1.706811
    PC12 <= 2.184593
    PC46 > -0.9218189
    PC56 <= -0.3209011
    PC85 > -1.504104
    PC95 > 0.3359291
    ->  class 2\|2  [0.976]

Rule 51/243: (302/6.6, lift 10.7)
    PC1 <= -0.4334595
    PC2 <= 2.579857
    PC3 > -1.597352
    PC8 > -0.2273773
    PC8 <= 0.710245
    PC14 > -1.142013
    PC22 <= -0.8724027
    PC34 > -0.4775807
    PC55 <= 0.6825182
    ->  class 2\|2  [0.975]

Rule 51/244: (37.1, lift 10.7)
    PC1 <= -0.4334595
    PC2 <= 2.579857
    PC8 > -0.2273773
    PC8 <= 1.706811
    PC14 > 1.805421
    PC22 <= -0.8724027
    ->  class 2\|2  [0.974]

Rule 51/245: (34.5, lift 10.7)
    PC2 <= 2.579857
    PC4 <= 0.25686
    PC8 > -0.2273773
    PC8 <= 1.706811
    PC22 <= -0.8724027
    PC30 <= -0.01695349
    PC95 > 0.1052106
    ->  class 2\|2  [0.973]

Rule 51/246: (27.3, lift 10.6)
    PC1 <= -0.4334595
    PC2 <= 2.579857
    PC8 > -2.366995
    PC8 <= -0.2273773
    PC35 > -0.5524438
    PC92 <= -0.9525924
    PC100 <= 3.830744
    ->  class 2\|2  [0.966]

Rule 51/247: (119.4/3.2, lift 10.6)
    PC1 <= -0.4334595
    PC2 > -9.022285
    PC2 <= 2.579857
    PC6 <= -0.1999346
    PC8 > -2.366995
    PC8 <= -0.2273773
    PC12 <= 5.358043
    PC29 > -0.2381321
    PC35 <= -0.5524438
    PC60 > 0.07348618
    PC99 > -2.478395
    PC100 <= 3.830744
    ->  class 2\|2  [0.965]

Rule 51/248: (22.7, lift 10.5)
    PC1 <= -0.4334595
    PC2 > -9.022285
    PC2 <= 2.579857
    PC8 > -2.366995
    PC8 <= -0.2273773
    PC12 > 2.198731
    PC12 <= 5.358043
    PC39 > 0.1705026
    PC55 > -0.8704183
    ->  class 2\|2  [0.960]

Rule 51/249: (18.9, lift 10.4)
    PC1 <= -0.4334595
    PC2 <= 2.579857
    PC6 <= -0.5124202
    PC8 <= 1.706811
    PC12 <= 2.184593
    PC22 > -0.8724027
    PC31 > -1.454528
    PC43 <= 0.7369745
    PC56 <= -0.3209011
    PC100 <= -0.6890752
    ->  class 2\|2  [0.952]

Rule 51/250: (363.1/17.6, lift 10.4)
    PC1 <= -0.4334595
    PC2 <= 2.579857
    PC3 > -1.597352
    PC8 > -0.2273773
    PC8 <= 0.710245
    PC10 > -0.01714168
    PC14 > -1.142013
    PC22 <= -0.8724027
    PC34 > -0.4775807
    ->  class 2\|2  [0.949]

Rule 51/251: (66.3/2.5, lift 10.4)
    PC2 <= 2.579857
    PC7 > -0.4969177
    PC8 > -2.366995
    PC8 <= -0.2273773
    PC22 <= -0.7274001
    PC25 > -0.1976948
    PC44 <= 0.4486594
    PC49 > -0.3510323
    PC60 > 0.07348618
    PC63 > 0.0702319
    ->  class 2\|2  [0.949]

Rule 51/252: (14.8, lift 10.3)
    PC2 <= 2.579857
    PC3 <= 0.1090698
    PC8 > -0.2273773
    PC8 <= 1.706811
    PC12 <= 2.184593
    PC17 <= -0.3394866
    PC22 > -0.8724027
    PC56 > -0.3209011
    PC64 > 0.3028164
    PC70 <= 0.23548
    ->  class 2\|2  [0.941]

Rule 51/253: (14.4, lift 10.3)
    PC2 <= 2.579857
    PC8 > -2.366995
    PC8 <= -0.2273773
    PC12 <= 5.358043
    PC14 <= -1.917754
    PC44 <= 0.4486594
    PC60 > 0.07348618
    ->  class 2\|2  [0.939]

Rule 51/254: (67.7/3.4, lift 10.3)
    PC1 <= -0.4334595
    PC2 <= 2.579857
    PC8 > -2.366995
    PC8 <= -0.2273773
    PC10 > -0.2514858
    PC12 <= 5.358043
    PC41 > -1.204676
    PC45 <= 0.4439914
    PC49 <= -0.3510323
    PC60 > 0.07348618
    PC80 > -2.777921
    PC100 <= 3.830744
    ->  class 2\|2  [0.937]

Rule 51/255: (344.7/21.8, lift 10.2)
    PC1 <= -0.4334595
    PC2 > -9.022285
    PC2 <= 2.579857
    PC8 > -1.48177
    PC8 <= -0.2273773
    PC10 > -0.06993597
    PC12 <= 2.198731
    PC55 > -0.8704183
    PC60 <= 0.07348618
    ->  class 2\|2  [0.934]

Rule 51/256: (24/0.9, lift 10.1)
    PC1 <= -0.4334595
    PC4 <= 0.25686
    PC6 > 1.404732
    PC8 > -0.2273773
    PC8 <= 1.706811
    PC22 > -0.8724027
    PC43 <= 0.7369745
    ->  class 2\|2  [0.926]

Rule 51/257: (11.3, lift 10.1)
    PC1 <= -0.4334595
    PC8 > -2.366995
    PC8 <= -0.2273773
    PC29 <= 0.2788967
    PC35 > -0.5524438
    PC44 > 0.4486594
    PC45 <= 0.4439914
    PC84 <= -0.7034432
    ->  class 2\|2  [0.925]

Rule 51/258: (274.4/20.9, lift 10.1)
    PC2 <= 2.579857
    PC5 > -1.423835
    PC8 > -2.366995
    PC8 <= -0.2273773
    PC10 > -0.06993597
    PC12 <= 2.198731
    PC60 <= 0.07348618
    PC68 <= -0.4472958
    ->  class 2\|2  [0.921]

Rule 51/259: (128.6/9.6, lift 10.1)
    PC1 <= -0.4334595
    PC2 <= 2.579857
    PC8 > -0.2273773
    PC8 <= 1.706811
    PC27 <= 0.03023119
    PC43 <= 0.7369745
    PC56 > -0.3209011
    PC70 > 0.23548
    ->  class 2\|2  [0.919]

Rule 51/260: (9.7, lift 10.0)
    PC2 <= 2.579857
    PC8 <= -0.2273773
    PC97 <= -6.863705
    ->  class 2\|2  [0.915]

Rule 51/261: (13.1/0.3, lift 10.0)
    PC1 <= -0.4334595
    PC8 <= -2.366995
    PC11 > -4.669395
    PC27 <= -0.3602188
    PC46 <= 0.4193404
    PC64 > -0.5976912
    PC72 > -0.504717
    PC85 > -0.4749953
    PC96 <= 0.2911013
    ->  class 2\|2  [0.914]

Rule 51/262: (87.2/7.3, lift 9.9)
    PC1 <= -0.4334595
    PC2 > -9.022285
    PC2 <= 2.579857
    PC8 > -0.4605807
    PC8 <= -0.2273773
    PC12 <= 5.358043
    PC44 <= 0.4486594
    PC49 > -0.3510323
    ->  class 2\|2  [0.907]

Rule 51/263: (62.5/5.9, lift 9.8)
    PC1 <= -0.4334595
    PC2 <= 2.579857
    PC8 > -0.2273773
    PC8 <= 1.706811
    PC12 <= 2.184593
    PC43 <= 0.7369745
    PC50 > 0.5983326
    ->  class 2\|2  [0.893]

Rule 51/264: (11.6/0.5, lift 9.8)
    PC1 <= -0.4334595
    PC8 <= -2.366995
    PC46 > -1.507581
    PC85 <= -0.4749953
    PC96 > 1.540321
    ->  class 2\|2  [0.892]

Rule 51/265: (6.9/0.3, lift 9.3)
    PC8 <= -2.366995
    PC17 <= -0.5041462
    PC30 > 0.1880327
    PC31 > 1.217825
    PC85 > -0.4749953
    ->  class 2\|2  [0.850]

Rule 51/266: (55.9/7.8, lift 9.3)
    PC1 <= -0.4334595
    PC2 <= 2.579857
    PC8 > -0.2273773
    PC21 <= -0.2479957
    PC40 <= -1.644845
    ->  class 2\|2  [0.849]

Rule 51/267: (34.2/5.3, lift 9.1)
    PC3 <= 0.1090698
    PC8 > -0.2273773
    PC8 <= 1.706811
    PC31 > -1.454528
    PC43 <= 0.7369745
    PC46 > 1.868977
    PC56 > -0.3209011
    ->  class 2\|2  [0.826]

Rule 51/268: (31.1/5.4, lift 8.9)
    PC1 <= -0.4334595
    PC8 <= -2.366995
    PC31 <= 1.217825
    PC46 > -1.507581
    PC57 <= -0.2954396
    PC88 > 0.05644245
    ->  class 2\|2  [0.808]

Rule 51/269: (20/3.6, lift 8.7)
    PC1 <= -0.4334595
    PC8 <= -2.366995
    PC17 > -0.5041462
    PC31 > 1.217825
    PC46 > -1.507581
    PC85 > -0.4749953
    ->  class 2\|2  [0.792]

Rule 51/270: (12.8/2.2, lift 8.6)
    PC1 <= -0.4334595
    PC8 > 1.706811
    PC11 <= -0.9793475
    PC21 <= -0.2479957
    ->  class 2\|2  [0.782]

Rule 51/271: (73.7/15.5, lift 8.6)
    PC1 <= -0.4334595
    PC2 <= 2.579857
    PC8 > -2.366995
    PC8 <= -0.2273773
    PC12 <= 5.358043
    PC28 > 0.04813993
    PC29 <= 0.2788967
    PC44 <= 0.4486594
    PC45 <= 0.4439914
    PC49 > -0.3510323
    PC60 > 0.07348618
    PC92 > -0.9525924
    ->  class 2\|2  [0.781]

Rule 51/272: (26.5/5.3, lift 8.5)
    PC1 <= -0.4334595
    PC2 <= 2.579857
    PC8 > -0.2273773
    PC8 <= 1.706811
    PC12 > 2.184593
    PC43 <= 0.7369745
    PC76 > -0.07148779
    ->  class 2\|2  [0.779]

Rule 51/273: (36/9.4, lift 8.0)
    PC8 <= -2.366995
    PC26 > 1.836091
    PC36 <= 0.7554582
    PC74 <= -0.06008569
    PC85 <= -0.4749953
    ->  class 2\|2  [0.726]

Rule 51/274: (26.1/6.9, lift 7.9)
    PC2 <= 2.579857
    PC4 <= 0.25686
    PC8 > -0.2273773
    PC8 <= 1.706811
    PC43 <= 0.7369745
    PC85 <= -1.504104
    ->  class 2\|2  [0.718]

Rule 51/275: (87.2/25.1, lift 7.7)
    PC1 <= -0.4334595
    PC2 <= 2.579857
    PC8 > -0.2273773
    PC21 <= -0.2479957
    PC93 > 0.5821239
    ->  class 2\|2  [0.707]

Rule 51/276: (145.2/0.7, lift 8.4)
    PC1 <= -0.4334595
    PC2 <= 2.579857
    PC8 <= -0.2273773
    PC16 > -0.2386917
    PC27 > -0.3602188
    PC46 > -1.507581
    PC46 <= 0.4193404
    PC54 > -0.6104201
    PC55 <= -0.1196011
    PC57 > -0.2954396
    PC75 > -1.584095
    PC85 <= 0.7277512
    PC93 <= 0.4416389
    ->  class 2\|3  [0.988]

Rule 51/277: (181.7/1.8, lift 8.4)
    PC1 <= -0.4334595
    PC8 <= -2.366995
    PC11 > -4.669395
    PC46 > -1.507581
    PC54 <= -0.6104201
    PC85 <= 0.7277512
    PC93 <= 0.4416389
    ->  class 2\|3  [0.985]

Rule 51/278: (70/0.4, lift 8.3)
    PC1 > -0.4334595
    PC1 <= 7.463374
    PC2 <= 2.579857
    PC3 <= 0.717109
    PC9 <= 0.2354248
    PC10 > -0.7069036
    PC19 > -1.152695
    PC22 > -0.5619316
    PC58 > -0.4296502
    PC59 <= 0.926239
    PC83 > -0.1383405
    ->  class 2\|3  [0.980]

Rule 51/279: (28.4, lift 8.2)
    PC1 <= -0.4334595
    PC2 <= 2.579857
    PC7 <= -0.4969177
    PC8 > -2.366995
    PC15 > -1.372357
    PC22 <= -0.7274001
    PC35 > -0.5524438
    PC60 > 0.07348618
    ->  class 2\|3  [0.967]

Rule 51/280: (44.7/0.8, lift 8.2)
    PC1 > -0.4334595
    PC1 <= 7.463374
    PC2 <= 2.579857
    PC3 <= 0.717109
    PC8 <= 0.5883431
    PC9 <= 0.2354248
    PC10 > -0.7069036
    PC19 > -1.152695
    PC58 > -0.4296502
    PC60 > -0.6163653
    ->  class 2\|3  [0.962]

Rule 51/281: (16.4/0.4, lift 7.8)
    PC1 > -0.4334595
    PC9 <= 0.2354248
    PC11 > 2.046466
    PC19 > -1.152695
    PC58 > -0.4296502
    PC60 <= -0.6163653
    PC83 <= -0.1383405
    PC94 <= 0.4891157
    ->  class 2\|3  [0.924]

Rule 51/282: (11.7/0.3, lift 7.7)
    PC80 <= -9.079314
    ->  class 2\|3  [0.908]

Rule 51/283: (19.7/1.4, lift 7.5)
    PC1 <= -0.4334595
    PC2 <= 2.579857
    PC3 <= 0.1090698
    PC6 > -0.5124202
    PC8 > -0.2273773
    PC8 <= 1.706811
    PC56 <= -0.3209011
    PC95 <= 0.3359291
    ->  class 2\|3  [0.888]

Rule 51/284: (39/3.6, lift 7.5)
    PC1 <= -0.4334595
    PC2 <= 2.579857
    PC6 > -0.1999346
    PC8 > -2.366995
    PC8 <= -0.2273773
    PC35 <= -0.5524438
    ->  class 2\|3  [0.887]

Rule 51/285: (12089.9/9741.4, lift 1.6)
    PC2 <= 2.579857
    ->  class 2\|3  [0.194]

Rule 51/286: (170.9/0.1, lift 20.2)
    PC8 <= -2.366995
    PC9 > 0.9093667
    PC46 <= -1.507581
    PC73 > -1.266342
    PC80 > -2.73506
    ->  class 2\|4  [0.993]

Rule 51/287: (130, lift 20.2)
    PC1 <= -0.4334595
    PC8 <= -2.366995
    PC16 <= 0.3955539
    PC22 > -1.627083
    PC22 <= -0.7527353
    PC27 > -0.3602188
    PC46 <= 0.4193404
    PC54 > -0.6104201
    PC71 > -0.42189
    PC78 > -0.1759739
    PC96 <= 0.2911013
    ->  class 2\|4  [0.992]

Rule 51/288: (162.9/1.1, lift 20.1)
    PC8 <= -2.366995
    PC16 <= 0.3955539
    PC22 > -1.627083
    PC46 <= 0.4193404
    PC57 > -0.2954396
    PC71 > -0.42189
    PC85 > 0.7277512
    ->  class 2\|4  [0.987]

Rule 51/289: (73, lift 20.1)
    PC2 <= 2.579857
    PC8 <= -2.366995
    PC16 <= 0.3955539
    PC22 > -0.7527353
    PC33 <= 0.1948262
    PC54 > -0.6104201
    PC57 > -0.2954396
    PC72 > -0.504717
    PC94 > 0.486068
    ->  class 2\|4  [0.987]

Rule 51/290: (41, lift 19.9)
    PC1 <= -0.4334595
    PC11 <= -4.669395
    ->  class 2\|4  [0.977]

Rule 51/291: (41.1, lift 19.9)
    PC1 <= -0.4334595
    PC8 <= -2.366995
    PC16 <= 0.3955539
    PC22 > -0.7527353
    PC33 > 0.1948262
    PC78 > -0.1759739
    ->  class 2\|4  [0.977]

Rule 51/292: (74.2/0.8, lift 19.9)
    PC1 > -0.4334595
    PC2 <= 2.579857
    PC10 <= -0.7069036
    PC19 > -1.607163
    PC19 <= 3.554503
    PC80 > -9.079314
    PC85 > 0.4219957
    ->  class 2\|4  [0.976]

Rule 51/293: (39.8/0.2, lift 19.8)
    PC1 <= -0.4334595
    PC8 <= -2.366995
    PC31 <= 1.217825
    PC65 > 0.8865677
    PC71 > -0.42189
    PC85 > -0.4749953
    ->  class 2\|4  [0.972]

Rule 51/294: (358.7/14, lift 19.5)
    PC2 <= 2.579857
    PC8 <= -2.366995
    PC16 <= -0.2386917
    PC17 <= 0.9289167
    PC22 > -1.627083
    PC27 > -0.1388012
    PC54 > -0.6104201
    PC55 <= -0.1196011
    PC57 > -0.2954396
    PC72 > -0.504717
    PC75 > -1.584095
    PC78 <= -0.1759739
    PC85 > -0.4749953
    PC93 <= 0.4416389
    PC96 <= 0.2911013
    ->  class 2\|4  [0.958]

Rule 51/295: (67.2/2.1, lift 19.4)
    PC1 <= -0.4334595
    PC8 <= -2.366995
    PC17 > 0.01645969
    PC22 > -1.627083
    PC27 > -0.3602188
    PC55 > -0.1196011
    PC61 > 0.1140411
    PC71 > -0.42189
    PC78 <= -0.1759739
    PC95 > 0.110657
    PC96 <= 0.2911013
    PC97 > -0.3057042
    PC99 <= 0.6867496
    ->  class 2\|4  [0.955]

Rule 51/296: (14.6, lift 19.1)
    PC1 > -0.4334595
    PC1 <= 7.463374
    PC2 <= 2.579857
    PC3 <= 0.717109
    PC9 <= 0.2354248
    PC10 > -0.7069036
    PC19 > -1.152695
    PC58 <= -0.4296502
    ->  class 2\|4  [0.940]

Rule 51/297: (55.4/4.5, lift 18.4)
    PC2 <= 2.579857
    PC8 <= -2.366995
    PC27 <= -0.3602188
    PC46 <= 0.4193404
    PC64 <= -0.5976912
    PC71 > -0.42189
    PC96 <= 0.2911013
    ->  class 2\|4  [0.903]

Rule 51/298: (22.2/1.6, lift 18.2)
    PC1 <= -0.4334595
    PC2 <= 2.579857
    PC8 > -2.366995
    PC8 <= -0.2273773
    PC29 > 0.2788967
    PC52 > -0.9559822
    PC60 > 0.07348618
    PC82 > -0.2050043
    ->  class 2\|4  [0.892]

Rule 51/299: (7.2, lift 18.1)
    PC1 <= -0.4334595
    PC8 <= -2.366995
    PC31 <= 1.217825
    PC41 <= -1.617165
    PC72 > -0.504717
    PC85 > -0.4749953
    PC96 > 0.2911013
    ->  class 2\|4  [0.891]

Rule 51/300: (5.7, lift 17.7)
    PC36 <= -11.39638
    ->  class 2\|4  [0.871]

Rule 51/301: (11.4/1.1, lift 17.1)
    PC1 <= -0.4334595
    PC2 <= 2.579857
    PC8 > -2.366995
    PC8 <= -0.2273773
    PC10 > -0.2514858
    PC15 <= -1.372357
    PC35 > -0.5524438
    PC60 > 0.07348618
    PC95 > 0.1109738
    ->  class 2\|4  [0.840]

Rule 51/302: (59.3/28.2, lift 10.7)
    PC1 <= -0.4334595
    PC2 <= 2.579857
    PC8 <= -0.2273773
    PC45 > 0.4439914
    PC60 > 0.07348618
    ->  class 2\|4  [0.524]

Default class: 2\|3

-----  Trial 52:  -----

Rules:

Rule 52/1: (83.8, lift 16.4)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC13 <= 6.92457
    PC18 > -0.1703712
    PC18 <= 2.052136
    PC24 > 0.1716518
    PC28 > -0.5053671
    PC42 <= 1.231999
    PC43 > -1.949436
    PC46 <= 2.26159
    PC48 > 0.3737023
    ->  class 0\|0  [0.988]

Rule 52/2: (56, lift 16.3)
    PC4 <= 9.036902
    PC18 > 2.052136
    PC20 > 5.389591
    PC40 <= 2.539887
    PC55 > -0.2017151
    ->  class 0\|0  [0.983]

Rule 52/3: (91.6/1.4, lift 16.2)
    PC13 <= 6.92457
    PC18 > 2.052136
    PC24 > -2.807883
    PC40 > 2.539887
    PC94 > -0.08038266
    ->  class 0\|0  [0.974]

Rule 52/4: (33.2/2, lift 15.2)
    PC18 > -0.1703712
    PC18 <= 2.052136
    PC20 > 2.415194
    PC23 > -1.15308
    PC24 > 1.251147
    PC48 <= 0.3737023
    ->  class 0\|0  [0.916]

Rule 52/5: (7.6, lift 14.9)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC6 <= -1.842872
    PC18 > -1.151425
    PC18 <= -0.1703712
    ->  class 0\|0  [0.896]

Rule 52/6: (21.9/2.9, lift 13.9)
    PC3 <= 1.640775
    PC4 <= 9.036902
    PC13 <= 6.92457
    PC18 > -0.1703712
    PC23 > -1.15308
    PC25 <= -1.179281
    PC42 <= 1.231999
    PC69 > -2.954287
    PC85 <= 2.512079
    PC86 <= 3.738426
    ->  class 0\|0  [0.837]

Rule 52/7: (28.9/8.3, lift 11.7)
    PC6 > -0.4129731
    PC13 > 6.92457
    PC18 > -0.1703712
    PC34 > -0.9182814
    PC93 <= -0.3378307
    ->  class 0\|0  [0.701]

Rule 52/8: (68.2/20.3, lift 11.6)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC4 <= 9.036902
    PC11 > -0.1208021
    PC18 > -0.1703712
    PC23 > -1.15308
    PC31 <= 0.2246533
    PC42 <= 1.231999
    PC59 > -2.862893
    PC69 > -2.954287
    PC76 <= -1.220887
    ->  class 0\|0  [0.697]

Rule 52/9: (1615.3/612, lift 10.3)
    PC2 > 2.231518
    PC4 <= 9.036902
    PC13 <= 6.92457
    PC18 > 2.052136
    PC85 <= 2.512079
    ->  class 0\|0  [0.621]

Rule 52/10: (92.6, lift 12.5)
    PC1 <= -0.6001828
    PC4 <= 9.036902
    PC13 <= 6.92457
    PC16 > -2.086792
    PC18 > 2.052136
    PC28 > 0.5989197
    PC40 <= 2.539887
    PC48 > -0.5261896
    PC60 > -0.6793855
    PC97 > -0.6640993
    PC100 <= 1.198495
    ->  class 0\|1  [0.989]

Rule 52/11: (81.9, lift 12.5)
    PC1 <= -0.6001828
    PC4 <= 9.036902
    PC13 <= 6.92457
    PC18 > 2.331058
    PC24 > -2.807883
    PC28 <= 3.038249
    PC42 <= 2.389616
    PC55 <= -0.2017151
    PC60 > -0.6793855
    ->  class 0\|1  [0.988]

Rule 52/12: (152.7/1.5, lift 12.4)
    PC1 <= -0.6001828
    PC13 <= 6.92457
    PC18 > 2.052136
    PC20 <= 5.389591
    PC24 > -2.807883
    PC25 > -1.050508
    PC32 > -0.846393
    PC55 > -0.1706757
    PC60 > -0.6793855
    PC80 > 0.09952402
    PC86 <= 3.738426
    PC99 > -2.460464
    ->  class 0\|1  [0.984]

Rule 52/13: (58.2, lift 12.4)
    PC1 <= -0.4022276
    PC2 > 2.231518
    PC6 > -1.842872
    PC18 > -1.151425
    PC18 <= -0.1703712
    PC20 > -4.323125
    PC41 > 0.1165162
    PC43 > -1.914891
    PC84 <= 0.3881398
    ->  class 0\|1  [0.983]

Rule 52/14: (56.1/0.4, lift 12.3)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC4 <= 9.036902
    PC13 <= 6.92457
    PC18 > -0.1703712
    PC18 <= 2.052136
    PC23 > -1.15308
    PC24 > 0.1716518
    PC28 <= -0.5053671
    PC42 <= 1.231999
    PC85 <= 2.512079
    ->  class 0\|1  [0.975]

Rule 52/15: (172.3/3.6, lift 12.3)
    PC1 <= -0.6001828
    PC2 > 2.231518
    PC13 <= 6.92457
    PC16 > -2.086792
    PC18 > -0.1703712
    PC20 <= 5.389591
    PC24 > -2.807883
    PC25 > -1.050508
    PC28 <= 0.5989197
    PC40 <= 2.539887
    PC43 <= 0.886059
    PC45 <= 0.04725019
    PC46 <= 0.1465455
    PC54 > -0.7879031
    PC55 > -0.2017151
    PC80 <= 0.09952402
    PC97 > -0.6640993
    PC100 <= 1.198495
    ->  class 0\|1  [0.974]

Rule 52/16: (71.1/1.1, lift 12.3)
    PC6 <= -0.4129731
    PC13 > 6.92457
    PC13 <= 11.33877
    PC18 > -0.1703712
    PC34 > -0.9182814
    PC47 > -1.455151
    PC93 <= -0.3378307
    ->  class 0\|1  [0.971]

Rule 52/17: (24.9, lift 12.1)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC18 > -1.151425
    PC18 <= -0.1703712
    PC41 <= 0.1165162
    PC43 <= -1.03128
    PC85 <= 2.483291
    ->  class 0\|1  [0.960]

Rule 52/18: (55.2/1.3, lift 12.1)
    PC1 <= -0.6001828
    PC4 <= 9.036902
    PC13 <= 6.92457
    PC18 > 2.052136
    PC18 <= 2.331058
    PC28 <= 3.038249
    PC40 <= 2.539887
    PC85 <= 2.512079
    ->  class 0\|1  [0.960]

Rule 52/19: (24.6/0.2, lift 12.1)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC18 > -0.1703712
    PC24 <= -2.807883
    PC28 <= 3.038249
    PC55 > 0.5360361
    ->  class 0\|1  [0.955]

Rule 52/20: (20.2, lift 12.1)
    PC2 > 2.231518
    PC13 <= 6.92457
    PC18 > -0.1703712
    PC24 > -2.807883
    PC40 > 2.539887
    PC46 <= 2.26159
    PC90 <= 3.016202
    PC94 <= -0.08038266
    ->  class 0\|1  [0.955]

Rule 52/21: (20.4, lift 12.1)
    PC1 > -0.6001828
    PC18 > 2.052136
    PC45 > 1.030894
    PC51 > 0.2182656
    ->  class 0\|1  [0.955]

Rule 52/22: (18.1, lift 12.0)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC10 <= 0.3821183
    PC43 > -1.914891
    PC78 > 2.841389
    PC79 > -0.2786686
    ->  class 0\|1  [0.950]

Rule 52/23: (15.5, lift 11.9)
    PC1 > -0.6001828
    PC13 <= 6.92457
    PC18 > 2.052136
    PC24 > -2.807883
    PC51 > 0.2182656
    PC52 <= -0.002370123
    PC86 <= 3.738426
    ->  class 0\|1  [0.943]

Rule 52/24: (68.5/3.1, lift 11.9)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC8 > 0.0332509
    PC16 <= 0.9584243
    PC18 <= -0.1703712
    PC43 <= -1.914891
    PC64 <= 0.9781231
    ->  class 0\|1  [0.942]

Rule 52/25: (14.8, lift 11.9)
    PC2 > 2.231518
    PC4 <= 9.036902
    PC13 <= 6.92457
    PC18 > 2.052136
    PC90 > 3.016202
    ->  class 0\|1  [0.941]

Rule 52/26: (13, lift 11.8)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC18 > -1.151425
    PC18 <= -0.1703712
    PC20 > -4.323125
    PC78 > 2.204419
    ->  class 0\|1  [0.933]

Rule 52/27: (9.9, lift 11.6)
    PC4 > 9.036902
    PC8 > -0.1970699
    PC18 > -0.1703712
    ->  class 0\|1  [0.916]

Rule 52/28: (27.6/3, lift 10.9)
    PC13 <= 6.92457
    PC18 > 2.052136
    PC20 > -5.04436
    PC24 > -2.807883
    PC28 <= 3.038249
    PC53 > -0.8665792
    PC74 <= -0.8942738
    ->  class 0\|1  [0.863]

Rule 52/29: (24.4/2.7, lift 10.9)
    PC4 <= 9.036902
    PC18 > 2.052136
    PC24 > -2.807883
    PC25 <= -0.4056139
    PC51 <= 0.2182656
    PC53 > -0.8665792
    ->  class 0\|1  [0.860]

Rule 52/30: (36/5, lift 10.6)
    PC4 > 9.036902
    PC18 > -0.1703712
    PC20 > 2.858433
    PC43 <= 2.642208
    PC85 <= 2.512079
    PC86 <= 3.738426
    ->  class 0\|1  [0.842]

Rule 52/31: (6/0.3, lift 10.5)
    PC1 > -0.6001828
    PC2 > 2.231518
    PC3 <= 1.640775
    PC18 > -0.1703712
    PC51 <= 0.2182656
    PC94 <= -1.030458
    ->  class 0\|1  [0.834]

Rule 52/32: (128.2/22.4, lift 10.4)
    PC2 > 2.231518
    PC6 > -1.842872
    PC18 > -1.151425
    PC18 <= -0.1703712
    PC20 > -4.323125
    PC44 > 0.7174938
    PC51 <= 0.7510986
    ->  class 0\|1  [0.820]

Rule 52/33: (15.1/2.3, lift 10.2)
    PC1 > -0.6001828
    PC18 > 2.052136
    PC21 > 0.4170112
    PC53 > -0.8665792
    ->  class 0\|1  [0.809]

Rule 52/34: (24.9/7.1, lift 8.8)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC9 > 0.7720632
    PC18 > -1.151425
    PC41 <= 0.1165162
    ->  class 0\|1  [0.699]

Rule 52/35: (2618.1/1380.9, lift 6.0)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC4 <= 9.036902
    PC13 <= 6.92457
    PC18 > -0.1703712
    PC43 <= 2.642208
    PC46 <= 2.26159
    PC85 <= 2.512079
    PC86 <= 3.738426
    ->  class 0\|1  [0.473]

Rule 52/36: (109.3/0.3, lift 9.4)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC7 <= 0.6447995
    PC8 <= 0.1692954
    PC13 <= 6.92457
    PC18 > -0.1703712
    PC18 <= 2.052136
    PC42 > 1.231999
    PC43 <= 2.642208
    ->  class 0\|2  [0.988]

Rule 52/37: (80.6/0.2, lift 9.4)
    PC3 <= 1.640775
    PC8 > -0.02650097
    PC18 <= -1.151425
    PC35 <= -0.6423977
    PC39 > -0.887435
    PC43 > -1.914891
    ->  class 0\|2  [0.985]

Rule 52/38: (111.2/0.6, lift 9.4)
    PC4 <= -5.741927
    PC18 > -2.15512
    PC18 <= -1.151425
    PC34 > -3.312161
    PC36 <= 1.410687
    PC43 > -1.914891
    PC93 > -1.141158
    ->  class 0\|2  [0.985]

Rule 52/39: (129.8/2.7, lift 9.2)
    PC4 > 8.372863
    PC5 > 2.361656
    PC18 <= -0.1703712
    PC37 > -2.503764
    PC53 > -10.05933
    PC78 <= 2.841389
    ->  class 0\|2  [0.972]

Rule 52/40: (19.9, lift 9.1)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC8 > 0.0332509
    PC16 > 0.9584243
    PC43 <= -1.914891
    ->  class 0\|2  [0.954]

Rule 52/41: (22.1/1.3, lift 8.6)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC18 <= -0.1703712
    PC35 > -0.6423977
    PC36 <= 1.567114
    PC56 > -0.3356005
    PC64 > 0.2261279
    PC79 > -3.772085
    PC100 > 1.124759
    ->  class 0\|2  [0.905]

Rule 52/42: (53.1/4.9, lift 8.5)
    PC2 > 2.231518
    PC11 > -0.1208021
    PC18 > -0.1703712
    PC18 <= 2.052136
    PC42 <= 1.231999
    PC43 <= 2.642208
    PC59 <= -2.862893
    ->  class 0\|2  [0.893]

Rule 52/43: (42.7/4, lift 8.4)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC18 > -2.15512
    PC18 <= -0.1703712
    PC20 > -3.048295
    PC36 <= 1.410687
    PC46 > -0.2919482
    PC78 <= 0.3674746
    PC97 > 0.5408844
    ->  class 0\|2  [0.887]

Rule 52/44: (81.5/8.4, lift 8.4)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC18 > -1.151425
    PC18 <= -0.1703712
    PC20 > -4.323125
    PC28 <= 0.5167035
    PC84 > 0.3881398
    ->  class 0\|2  [0.887]

Rule 52/45: (95.8/13.2, lift 8.1)
    PC2 > 2.231518
    PC3 <= -1.230333
    PC11 > -0.1208021
    PC18 > -0.1703712
    PC18 <= 2.052136
    PC23 <= -1.15308
    PC41 > -0.1446953
    PC86 > -0.8558152
    ->  class 0\|2  [0.854]

Rule 52/46: (29.7/3.8, lift 8.1)
    PC18 > 2.052136
    PC28 > 3.038249
    PC46 <= 2.26159
    ->  class 0\|2  [0.850]

Rule 52/47: (35.5/9.9, lift 6.7)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC13 <= 6.92457
    PC18 > -0.1703712
    PC18 <= 2.052136
    PC31 > 0.2246533
    PC46 <= 2.26159
    PC48 <= 0.3737023
    PC85 <= 2.512079
    ->  class 0\|2  [0.709]

Rule 52/48: (7987.6/5893.1, lift 2.5)
    PC2 > 2.231518
    ->  class 0\|2  [0.262]

Rule 52/49: (176.7, lift 10.6)
    PC3 <= 0.1731922
    PC4 <= 8.372863
    PC18 <= -2.15512
    PC27 > -6.428258
    PC35 > -0.6423977
    PC43 > -1.805454
    PC49 <= 0.9721346
    PC56 <= -0.2717859
    PC64 <= 0.2261279
    PC91 > -0.7195712
    PC92 > -0.988363
    ->  class 0\|3  [0.994]

Rule 52/50: (108.9, lift 10.5)
    PC4 <= 8.372863
    PC18 <= -2.15512
    PC64 <= 0.2261279
    PC71 <= 0.4394381
    PC97 <= -0.9246993
    ->  class 0\|3  [0.991]

Rule 52/51: (106.3, lift 10.5)
    PC4 > -7.746524
    PC4 <= 8.372863
    PC10 > -6.330352
    PC18 <= -2.15512
    PC34 > -2.607624
    PC44 <= 0.7573652
    PC56 > -0.3356005
    PC71 <= 0.4394381
    PC74 <= 1.682982
    PC91 <= -0.7195712
    ->  class 0\|3  [0.991]

Rule 52/52: (146.2/0.6, lift 10.5)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC4 > -5.741927
    PC4 <= 8.372863
    PC18 <= -0.1703712
    PC23 <= -1.946444
    PC35 > -0.6423977
    PC65 > -0.787691
    ->  class 0\|3  [0.989]

Rule 52/53: (82.8, lift 10.5)
    PC10 > -6.330352
    PC18 <= -1.151425
    PC35 > -0.6423977
    PC36 > 1.410687
    PC36 <= 1.567114
    PC70 <= 0.3689561
    ->  class 0\|3  [0.988]

Rule 52/54: (78.2, lift 10.5)
    PC4 > -7.746524
    PC4 <= 8.372863
    PC18 <= -2.15512
    PC35 > -0.6423977
    PC36 <= 1.567114
    PC49 <= 0.9721346
    PC56 > -0.3356005
    PC71 <= 0.4394381
    PC74 <= 1.682982
    PC92 <= -0.988363
    ->  class 0\|3  [0.987]

Rule 52/55: (72.4, lift 10.5)
    PC4 <= 8.372863
    PC18 > -2.15512
    PC18 <= -0.1703712
    PC20 <= -3.048295
    PC65 > -0.787691
    PC79 > -3.772085
    ->  class 0\|3  [0.987]

Rule 52/56: (74, lift 10.5)
    PC3 <= 1.640775
    PC4 > -5.741927
    PC4 <= 8.372863
    PC17 > -2.900951
    PC18 <= -1.151425
    PC36 <= 1.567114
    PC52 <= -1.304395
    PC60 > -0.3030066
    PC65 > -0.787691
    PC78 <= 2.841389
    ->  class 0\|3  [0.987]

Rule 52/57: (78.1, lift 10.5)
    PC2 > 2.231518
    PC3 <= 0.1731922
    PC4 > -5.741927
    PC4 <= 8.372863
    PC18 <= -0.1703712
    PC42 > 1.999709
    PC65 > -0.787691
    PC81 <= 1.765621
    PC86 <= 1.767536
    ->  class 0\|3  [0.987]

Rule 52/58: (62.7, lift 10.5)
    PC2 > 2.231518
    PC4 > -7.746524
    PC4 <= 8.372863
    PC18 > -2.15512
    PC18 <= -1.151425
    PC36 <= 1.567114
    PC81 <= 1.765621
    PC93 <= -1.141158
    ->  class 0\|3  [0.985]

Rule 52/59: (66.1, lift 10.5)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC4 <= 8.372863
    PC10 > -6.330352
    PC18 > -2.15512
    PC18 <= -1.151425
    PC77 <= -0.5661916
    PC79 > -3.772085
    PC81 <= 1.765621
    ->  class 0\|3  [0.985]

Rule 52/60: (62.2, lift 10.5)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC18 <= -0.1703712
    PC26 <= -2.09578
    PC43 > -1.914891
    ->  class 0\|3  [0.984]

Rule 52/61: (102.5/0.7, lift 10.5)
    PC2 > 8.245768
    PC4 > -7.746524
    PC4 <= 8.372863
    PC18 <= -1.151425
    PC27 > -6.428258
    PC81 <= 1.765621
    ->  class 0\|3  [0.983]

Rule 52/62: (49.9, lift 10.4)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC4 > -7.746524
    PC4 <= 8.372863
    PC18 <= -2.15512
    PC28 <= 2.68267
    PC35 > -0.6423977
    PC36 <= 1.567114
    PC56 > -0.3356005
    PC62 > 0.2202972
    PC78 <= 2.841389
    PC91 > -0.7195712
    PC92 <= -0.1957213
    ->  class 0\|3  [0.981]

Rule 52/63: (51.9, lift 10.4)
    PC3 <= 1.640775
    PC4 <= 8.372863
    PC18 > -2.15512
    PC18 <= -1.151425
    PC35 > -0.6423977
    PC36 <= 1.567114
    PC78 <= 2.841389
    PC81 <= 1.765621
    PC86 > 1.767536
    ->  class 0\|3  [0.981]

Rule 52/64: (49.7, lift 10.4)
    PC2 > 2.231518
    PC4 <= 8.372863
    PC10 > -6.330352
    PC18 <= -1.151425
    PC36 > 2.720673
    ->  class 0\|3  [0.981]

Rule 52/65: (44.4, lift 10.4)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC18 > -0.1703712
    PC46 > 2.26159
    ->  class 0\|3  [0.978]

Rule 52/66: (42, lift 10.4)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC10 > 0.3821183
    PC18 <= -0.1703712
    PC43 > -1.914891
    PC78 > 2.841389
    ->  class 0\|3  [0.977]

Rule 52/67: (128.8/2.2, lift 10.4)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC4 <= 8.372863
    PC10 > -6.330352
    PC18 <= -1.151425
    PC27 > -6.428258
    PC35 > -0.6423977
    PC81 <= 1.765621
    PC100 <= -0.725608
    ->  class 0\|3  [0.975]

Rule 52/68: (36.8, lift 10.4)
    PC2 > 2.231518
    PC18 <= -1.151425
    PC35 <= -0.6423977
    PC39 <= -0.887435
    ->  class 0\|3  [0.974]

Rule 52/69: (226.6/6.1, lift 10.3)
    PC3 <= 0.1731922
    PC4 > -7.746524
    PC4 <= 8.372863
    PC18 <= -2.15512
    PC27 > -6.428258
    PC35 > -0.6423977
    PC36 <= 1.567114
    PC37 <= 2.179505
    PC43 > -1.805454
    PC49 <= 0.9721346
    PC56 <= -0.3356005
    PC79 > -3.772085
    ->  class 0\|3  [0.969]

Rule 52/70: (28.4, lift 10.3)
    PC13 > 6.92457
    PC38 > 0.9552551
    PC68 <= 0.1363901
    PC93 > -0.3378307
    ->  class 0\|3  [0.967]

Rule 52/71: (30.1/0.2, lift 10.2)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC11 <= -0.1208021
    PC13 <= 6.92457
    PC18 <= 2.052136
    PC85 <= 2.512079
    ->  class 0\|3  [0.963]

Rule 52/72: (28.8/0.2, lift 10.2)
    PC4 <= 8.372863
    PC18 > -2.15512
    PC18 <= -1.151425
    PC34 > -3.312161
    PC34 <= -2.804436
    ->  class 0\|3  [0.962]

Rule 52/73: (23.5, lift 10.2)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC15 <= -0.9933308
    PC18 > -1.151425
    PC18 <= -0.1703712
    PC42 > 0.4535916
    ->  class 0\|3  [0.961]

Rule 52/74: (36.4/0.7, lift 10.2)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC15 <= -1.210525
    PC18 > -1.151425
    PC18 <= -0.1703712
    PC43 > -1.03128
    ->  class 0\|3  [0.956]

Rule 52/75: (21.7, lift 10.2)
    PC2 > 2.231518
    PC41 <= 0.1165162
    PC43 > -1.03128
    PC47 > 2.80289
    PC85 <= 2.483291
    ->  class 0\|3  [0.955]

Rule 52/76: (20.1, lift 10.2)
    PC13 > 6.92457
    PC34 <= -0.9182814
    PC93 <= -0.3378307
    ->  class 0\|3  [0.955]

Rule 52/77: (147.9/6.1, lift 10.1)
    PC2 > 2.231518
    PC4 > -5.741927
    PC4 <= 8.372863
    PC5 > -0.4823957
    PC14 <= 0.3581009
    PC17 > -2.900951
    PC18 > -2.15512
    PC18 <= -1.151425
    PC28 > -1.457534
    PC46 > -0.2919482
    PC59 <= 0.9079112
    PC60 > -0.3030066
    PC65 > -0.787691
    PC78 <= 0.3674746
    PC86 > 0.2526835
    PC92 > -0.5108621
    PC97 <= 0.5408844
    ->  class 0\|3  [0.953]

Rule 52/78: (18.8, lift 10.1)
    PC3 <= 0.1731922
    PC4 > -5.741927
    PC17 > -2.900951
    PC18 <= -1.151425
    PC20 > -3.048295
    PC23 > -1.946444
    PC43 > -1.914891
    PC43 <= -0.961693
    PC65 > -0.787691
    ->  class 0\|3  [0.952]

Rule 52/79: (15.7, lift 10.0)
    PC13 > 6.92457
    PC43 <= 2.642208
    PC90 > 2.841596
    PC93 > -0.3378307
    ->  class 0\|3  [0.943]

Rule 52/80: (297.9/16.5, lift 10.0)
    PC3 <= 0.1731922
    PC4 > -7.746524
    PC4 <= 8.372863
    PC18 <= -2.15512
    PC26 <= 1.475225
    PC34 > -2.607624
    PC35 > -0.6423977
    PC36 <= 1.567114
    PC37 <= 2.179505
    PC64 > 0.2261279
    PC71 <= 0.4394381
    ->  class 0\|3  [0.942]

Rule 52/81: (233/14.4, lift 9.9)
    PC3 <= 0.1731922
    PC4 > -7.746524
    PC10 > -5.636711
    PC15 <= 0.7941363
    PC17 <= 0.213413
    PC18 <= -2.15512
    PC27 > -6.428258
    PC28 <= 2.68267
    PC36 <= 1.188272
    PC42 > -0.9284814
    PC49 <= 0.9721346
    PC57 <= 1.459397
    PC64 <= 0.2261279
    PC70 <= 1.354141
    PC71 <= 0.4394381
    PC81 > -2.928782
    PC91 > -0.7149974
    PC92 > -0.1957213
    PC100 > -0.725608
    ->  class 0\|3  [0.935]

Rule 52/82: (13.5, lift 10.0)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC85 > 2.512079
    PC92 <= -4.384049
    ->  class 0\|3  [0.935]

Rule 52/83: (9.1, lift 9.7)
    PC13 > 6.92457
    PC39 > 2.631004
    PC43 <= 2.642208
    ->  class 0\|3  [0.910]

Rule 52/84: (7.4, lift 9.5)
    PC18 > -1.151425
    PC18 <= -0.1703712
    PC28 > 3.778366
    ->  class 0\|3  [0.894]

Rule 52/85: (5.4, lift 9.2)
    PC4 > 8.372863
    PC18 <= -1.151425
    PC37 <= -2.503764
    PC78 <= 2.841389
    ->  class 0\|3  [0.865]

Rule 52/86: (43.9/5.8, lift 9.1)
    PC18 <= -1.151425
    PC78 <= 2.841389
    PC79 <= -3.772085
    ->  class 0\|3  [0.853]

Rule 52/87: (79.2/11.4, lift 9.0)
    PC13 > 6.92457
    PC22 <= -1.542372
    PC68 <= 0.1363901
    PC93 > -0.3378307
    ->  class 0\|3  [0.848]

Rule 52/88: (36.1/4.9, lift 9.0)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC18 > -1.151425
    PC18 <= -0.1703712
    PC38 > -0.2161568
    PC41 <= 0.1165162
    PC42 > 0.4535916
    PC44 <= 0.7174938
    ->  class 0\|3  [0.846]

Rule 52/89: (18.3/2.5, lift 8.8)
    PC4 > 8.372863
    PC5 <= 2.361656
    PC18 <= -0.1703712
    PC40 > 0.8230735
    PC79 > -3.772085
    ->  class 0\|3  [0.826]

Rule 52/90: (40.3/6.9, lift 8.7)
    PC2 > 2.231518
    PC18 > -0.1703712
    PC43 > 2.642208
    ->  class 0\|3  [0.813]

Rule 52/91: (37.5/6.4, lift 8.6)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC8 <= 0.0332509
    PC18 <= -0.1703712
    PC43 <= -1.914891
    ->  class 0\|3  [0.812]

Rule 52/92: (53.2/12, lift 8.1)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC18 > -1.151425
    PC18 <= -0.1703712
    PC41 <= 0.1165162
    PC51 > 0.7510986
    ->  class 0\|3  [0.764]

Rule 52/93: (15.9/5.8, lift 6.6)
    PC4 <= -7.746524
    PC18 <= -1.151425
    PC43 > 0.3290616
    ->  class 0\|3  [0.621]

Rule 52/94: (102.9/54.9, lift 5.0)
    PC2 > 2.231518
    PC3 <= 1.640775
    PC13 <= 6.92457
    PC86 > 3.738426
    ->  class 0\|3  [0.467]

Rule 52/95: (307.8, lift 18.9)
    PC1 > -0.4334595
    PC2 <= 2.231518
    PC6 <= 5.401444
    PC7 > -0.2138148
    PC15 <= -3.180526
    ->  class 1\|0  [0.997]

Rule 52/96: (217.8, lift 18.9)
    PC1 > -0.4334595
    PC2 <= 2.231518
    PC7 > -0.2138148
    PC8 > 0.5808797
    PC15 <= -3.180526
    PC73 > -0.2849351
    ->  class 1\|0  [0.995]

Rule 52/97: (154.2, lift 18.8)
    PC1 > -0.4334595
    PC12 > 2.330901
    PC16 <= 3.192014
    PC53 > -2.026939
    PC94 <= -0.1856826
    ->  class 1\|0  [0.993]

Rule 52/98: (106.3, lift 18.8)
    PC2 <= 2.231518
    PC4 > 0.2599949
    PC6 <= -3.131424
    PC11 <= -0.8052899
    PC68 <= 1.01486
    ->  class 1\|0  [0.991]

Rule 52/99: (124.7/0.2, lift 18.8)
    PC1 > -0.4334595
    PC12 > 2.330901
    PC53 > -2.026939
    PC62 <= -0.2572035
    PC98 > -0.6808266
    ->  class 1\|0  [0.990]

Rule 52/100: (69.2, lift 18.7)
    PC1 <= 0.2641448
    PC2 <= 2.231518
    PC4 > 0.1724442
    PC10 <= -0.1163324
    PC18 <= 0.1765426
    PC21 > 0.5164179
    ->  class 1\|0  [0.986]

Rule 52/101: (44.1, lift 18.5)
    PC1 > -0.4334595
    PC6 > -3.131424
    PC18 <= 0.1765426
    PC25 > 0.6966315
    PC53 > -2.026939
    ->  class 1\|0  [0.978]

Rule 52/102: (27.6, lift 18.3)
    PC1 > -0.4334595
    PC2 <= 2.231518
    PC15 > -3.180526
    PC34 <= -1.165227
    PC53 <= -2.026939
    ->  class 1\|0  [0.966]

Rule 52/103: (15.1, lift 17.8)
    PC1 > -0.4334595
    PC6 <= -0.5779222
    PC12 > 2.330901
    PC53 > -2.026939
    ->  class 1\|0  [0.942]

Rule 52/104: (28.8/1.1, lift 17.7)
    PC1 > -0.4334595
    PC12 > 2.330901
    PC13 > -0.1439423
    PC16 <= 3.192014
    ->  class 1\|0  [0.933]

Rule 52/105: (54.8/3.3, lift 17.5)
    PC1 > -0.1812657
    PC2 <= 2.231518
    PC16 <= -0.5596209
    PC18 > 0.1765426
    PC59 <= 0.1105919
    PC98 <= -0.02077594
    ->  class 1\|0  [0.925]

Rule 52/106: (26.6/1.2, lift 17.5)
    PC1 > -0.4334595
    PC7 > -0.2138148
    PC15 <= -3.180526
    PC73 <= -0.2849351
    ->  class 1\|0  [0.923]

Rule 52/107: (41.2/6, lift 15.9)
    PC1 > -0.4334595
    PC12 > 2.330901
    PC16 <= 3.192014
    PC93 > 0.4460569
    ->  class 1\|0  [0.838]

Rule 52/108: (610.8/283.8, lift 10.1)
    PC2 > 2.231518
    PC3 > 1.640775
    PC16 <= -0.8879908
    ->  class 1\|0  [0.535]

Rule 52/109: (344.5/1.1, lift 16.1)
    PC1 > -0.4334595
    PC6 > -0.5779222
    PC12 > 2.330901
    PC13 <= -0.1439423
    PC15 > -3.180526
    PC16 <= 3.192014
    PC62 > -0.2572035
    PC93 <= 0.4460569
    PC94 > -0.1856826
    PC98 > -0.6808266
    ->  class 1\|1  [0.994]

Rule 52/110: (88.4, lift 16.0)
    PC1 > 0.2641448
    PC2 <= 2.231518
    PC6 > -3.131424
    PC7 > 1.530903
    PC12 <= 2.330901
    PC18 <= 0.1765426
    PC19 > -0.401007
    PC20 > -0.2868626
    PC71 > -0.5136471
    ->  class 1\|1  [0.989]

Rule 52/111: (58.8, lift 15.9)
    PC1 > -0.4334595
    PC2 <= 2.231518
    PC6 <= -3.131424
    PC11 > -0.8052899
    PC53 > -2.026939
    PC71 > -0.5136471
    ->  class 1\|1  [0.984]

Rule 52/112: (54.6, lift 15.9)
    PC2 > 2.231518
    PC3 > 1.640775
    PC7 <= 10.6763
    PC15 <= 1.034963
    PC16 <= -0.8879908
    PC71 <= 1.357093
    ->  class 1\|1  [0.982]

Rule 52/113: (46.2, lift 15.9)
    PC1 > -0.1812657
    PC2 <= 2.231518
    PC16 <= -0.5596209
    PC18 > 0.1765426
    PC53 > -2.026939
    PC59 > 0.1105919
    ->  class 1\|1  [0.979]

Rule 52/114: (107.1/1.5, lift 15.8)
    PC1 > -0.4334595
    PC2 <= 2.231518
    PC6 > -3.131424
    PC7 > 1.530903
    PC9 > 0.6369242
    PC12 <= 2.330901
    ->  class 1\|1  [0.977]

Rule 52/115: (74/0.9, lift 15.8)
    PC1 > -0.1812657
    PC1 <= 0.2641448
    PC4 > 0.1724442
    PC6 > -3.131424
    PC16 <= 0.8572028
    PC18 <= 0.1765426
    PC21 <= 0.5164179
    PC96 <= 0.2275267
    ->  class 1\|1  [0.975]

Rule 52/116: (38.3, lift 15.8)
    PC1 > 0.2641448
    PC4 > -1.262205
    PC13 <= -0.029561
    PC15 > -3.180526
    PC18 <= 0.1765426
    PC21 > 0.1540816
    PC35 <= 0.6117443
    PC39 <= 0.3637722
    PC71 > -0.5136471
    PC90 <= 0.295255
    ->  class 1\|1  [0.975]

Rule 52/117: (37.5, lift 15.8)
    PC2 > 2.231518
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC33 <= -0.5413352
    ->  class 1\|1  [0.975]

Rule 52/118: (36.7, lift 15.8)
    PC1 > -0.4334595
    PC2 <= 2.231518
    PC6 <= -3.131424
    PC53 > -2.026939
    PC68 > 1.01486
    PC71 > -0.5136471
    ->  class 1\|1  [0.974]

Rule 52/119: (36.9, lift 15.8)
    PC2 > 2.231518
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC65 <= -0.2877388
    ->  class 1\|1  [0.974]

Rule 52/120: (34.5, lift 15.8)
    PC1 > -0.4334595
    PC2 <= 2.231518
    PC4 <= 0.2599949
    PC6 <= -3.131424
    PC53 > -2.026939
    PC71 > -0.5136471
    ->  class 1\|1  [0.973]

Rule 52/121: (92.4/1.7, lift 15.7)
    PC2 > 2.231518
    PC3 > 1.640775
    PC11 <= 0.4190986
    PC14 <= 0.06546658
    PC16 <= -0.8879908
    ->  class 1\|1  [0.972]

Rule 52/122: (28.6, lift 15.7)
    PC2 > 2.231518
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC47 <= -0.295758
    ->  class 1\|1  [0.967]

Rule 52/123: (40.4/0.6, lift 15.6)
    PC1 > -0.4334595
    PC3 <= -0.4155948
    PC7 <= 1.530903
    PC19 <= -1.577841
    PC35 <= 0.6117443
    PC53 > -2.026939
    PC71 > -0.5136471
    PC90 <= 0.295255
    PC98 > 0.0927595
    PC98 <= 0.5380343
    ->  class 1\|1  [0.963]

Rule 52/124: (47.5/0.9, lift 15.6)
    PC1 > -0.1812657
    PC1 <= 0.2641448
    PC4 > 0.1724442
    PC6 > -3.131424
    PC10 > -0.1163324
    PC16 <= 0.8572028
    PC18 <= 0.1765426
    ->  class 1\|1  [0.962]

Rule 52/125: (22.9, lift 15.6)
    PC2 > 2.231518
    PC3 > 1.640775
    PC15 > 0.3925309
    PC50 <= -0.2592405
    ->  class 1\|1  [0.960]

Rule 52/126: (64.5/1.8, lift 15.5)
    PC6 > 5.401444
    PC8 <= 0.5808797
    PC15 <= -3.180526
    PC62 > -0.1436179
    PC73 > -0.2849351
    ->  class 1\|1  [0.958]

Rule 52/127: (20.3, lift 15.5)
    PC5 <= -8.621844
    PC14 > 0.06546658
    ->  class 1\|1  [0.955]

Rule 52/128: (82.6/2.9, lift 15.5)
    PC1 > -0.1812657
    PC2 <= 2.231518
    PC6 > -3.131424
    PC18 > 0.1765426
    PC21 <= 0.9340292
    PC67 > -0.3533701
    PC71 > -0.5136471
    PC98 > -0.02077594
    ->  class 1\|1  [0.954]

Rule 52/129: (17.1, lift 15.4)
    PC2 > 2.231518
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC24 <= -0.6120089
    ->  class 1\|1  [0.948]

Rule 52/130: (28.4/0.6, lift 15.3)
    PC1 > -0.1812657
    PC2 > -1.739893
    PC2 <= 2.231518
    PC15 > -3.180526
    PC19 > 1.491655
    PC53 > -2.026939
    PC71 <= -0.5136471
    ->  class 1\|1  [0.946]

Rule 52/131: (48.7/2.3, lift 15.2)
    PC7 > 10.6763
    PC14 > 0.06546658
    PC16 <= -0.8879908
    ->  class 1\|1  [0.935]

Rule 52/132: (10.5, lift 14.9)
    PC2 > 2.231518
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC75 > 1.283722
    ->  class 1\|1  [0.920]

Rule 52/133: (37.4/3, lift 14.6)
    PC1 > -0.1812657
    PC7 <= 1.530903
    PC12 <= 2.330901
    PC15 > -3.180526
    PC23 > -2.081516
    PC53 > -2.026939
    PC71 > -0.5136471
    PC90 <= 0.295255
    PC98 > 0.5380343
    ->  class 1\|1  [0.898]

Rule 52/134: (10.9/0.4, lift 14.5)
    PC2 > 2.231518
    PC3 > 1.640775
    PC15 > -0.4466875
    PC16 > -0.8879908
    PC23 > 0.8038166
    ->  class 1\|1  [0.892]

Rule 52/135: (6.8, lift 14.4)
    PC1 > -0.1812657
    PC6 > -3.131424
    PC12 <= 2.330901
    PC25 > 0.4423031
    PC25 <= 0.6966315
    PC45 <= -0.4300224
    PC90 <= 0.295255
    ->  class 1\|1  [0.887]

Rule 52/136: (55.4/8.1, lift 13.6)
    PC2 > 2.231518
    PC3 > 1.640775
    PC15 > 0.3925309
    PC16 > -0.8879908
    PC83 > -0.4227733
    ->  class 1\|1  [0.841]

Rule 52/137: (58.3/11.9, lift 12.7)
    PC1 > 0.2641448
    PC2 <= 2.231518
    PC23 <= -2.081516
    PC35 <= 0.6117443
    PC53 > -2.026939
    ->  class 1\|1  [0.786]

Rule 52/138: (40.3/9.1, lift 12.4)
    PC2 > 2.231518
    PC3 > 1.640775
    PC15 > -0.4466875
    PC16 > -0.8879908
    PC55 <= -0.2135467
    ->  class 1\|1  [0.763]

Rule 52/139: (37.3/9.8, lift 11.8)
    PC1 > 0.2641448
    PC6 > -3.131424
    PC6 <= 3.793985
    PC12 <= 2.330901
    PC15 > -3.180526
    PC18 <= 0.1765426
    PC35 > 0.6117443
    PC53 > -2.026939
    PC71 > -0.5136471
    ->  class 1\|1  [0.727]

Rule 52/140: (234.8/156, lift 5.5)
    PC1 > -0.4334595
    PC1 <= -0.1812657
    PC8 > 0.08846416
    PC25 > 0.03642078
    ->  class 1\|1  [0.337]

Rule 52/141: (145.5, lift 15.9)
    PC1 > -0.4334595
    PC3 <= -0.4155948
    PC6 > -3.131424
    PC15 > -3.180526
    PC19 <= -1.577841
    PC35 <= 0.6117443
    PC98 <= 0.0927595
    ->  class 1\|2  [0.993]

Rule 52/142: (95.8, lift 15.8)
    PC1 > 0.2641448
    PC3 > -0.4155948
    PC7 <= 1.530903
    PC12 <= 2.330901
    PC15 > -3.180526
    PC18 <= 0.1765426
    PC45 > -0.4300224
    PC66 <= -0.404139
    ->  class 1\|2  [0.990]

Rule 52/143: (66, lift 15.8)
    PC1 > 0.2641448
    PC3 > -0.4155948
    PC7 <= 1.530903
    PC18 <= 0.1765426
    PC23 > -2.081516
    PC25 <= 0.4423031
    PC45 <= -0.4300224
    PC71 > -0.5136471
    ->  class 1\|2  [0.985]

Rule 52/144: (150.7/1.2, lift 15.8)
    PC1 > -0.4334595
    PC2 <= 2.231518
    PC6 > -3.131424
    PC7 > 1.530903
    PC9 <= 0.6369242
    PC18 <= 0.1765426
    PC19 <= -0.401007
    PC20 > -0.2868626
    PC53 > -2.026939
    ->  class 1\|2  [0.985]

Rule 52/145: (63.5, lift 15.8)
    PC3 > 1.640775
    PC11 > -0.06240804
    PC16 > -0.8879908
    PC50 > -0.2592405
    PC55 > -0.2135467
    PC83 <= -0.4227733
    ->  class 1\|2  [0.985]

Rule 52/146: (118.1/0.9, lift 15.8)
    PC3 > 8.554027
    PC14 > -1.660562
    PC15 <= -0.4466875
    PC16 <= 9.680324
    PC87 > -0.3342626
    ->  class 1\|2  [0.984]

Rule 52/147: (57.1, lift 15.7)
    PC1 > 0.6894339
    PC2 > -1.739893
    PC2 <= 2.231518
    PC12 <= 2.330901
    PC19 <= 1.491655
    PC53 > -2.026939
    PC71 <= -0.5136471
    PC94 > 0.07605403
    ->  class 1\|2  [0.983]

Rule 52/148: (61.5/0.2, lift 15.7)
    PC1 > 0.2641448
    PC3 > -0.4155948
    PC7 <= 1.530903
    PC13 <= -0.029561
    PC18 <= 0.1765426
    PC45 > -0.4300224
    PC53 > -2.026939
    PC73 > 0.1665001
    PC90 <= 0.295255
    ->  class 1\|2  [0.982]

Rule 52/149: (52, lift 15.7)
    PC1 > 0.2641448
    PC1 <= 1.57334
    PC2 <= 2.231518
    PC12 <= 2.330901
    PC21 <= 0.1540816
    PC39 <= 0.3637722
    PC42 <= -0.5513097
    PC66 > -0.404139
    PC71 > -0.5136471
    PC90 <= 0.295255
    ->  class 1\|2  [0.981]

Rule 52/150: (46.4, lift 15.7)
    PC1 > -0.1812657
    PC4 <= -1.262205
    PC7 <= 1.530903
    PC18 <= 0.1765426
    PC45 > -0.4300224
    PC90 <= 0.295255
    ->  class 1\|2  [0.979]

Rule 52/151: (44.3, lift 15.7)
    PC1 > 0.2641448
    PC6 > -3.131424
    PC7 <= 1.530903
    PC13 <= -0.029561
    PC25 <= 0.6966315
    PC35 <= 0.6117443
    PC63 > 0.7915884
    ->  class 1\|2  [0.978]

Rule 52/152: (127/1.9, lift 15.7)
    PC1 > 1.57334
    PC3 > -0.4155948
    PC4 > -1.262205
    PC7 <= 1.530903
    PC12 <= 2.330901
    PC13 <= -0.029561
    PC21 <= -0.01504164
    PC25 <= 0.6966315
    PC35 <= 0.6117443
    ->  class 1\|2  [0.978]

Rule 52/153: (101.5/1.4, lift 15.6)
    PC2 > 2.231518
    PC3 > 1.640775
    PC11 > -0.06240804
    PC15 > -0.4466875
    PC15 <= 0.3925309
    PC23 <= 0.8038166
    ->  class 1\|2  [0.977]

Rule 52/154: (195/5.6, lift 15.5)
    PC1 > 0.2641448
    PC6 > -3.131424
    PC7 <= 1.530903
    PC15 > -3.180526
    PC18 <= 0.1765426
    PC25 <= 0.6966315
    PC35 <= 0.6117443
    PC53 > -2.026939
    PC71 > -0.5136471
    PC90 > 0.295255
    ->  class 1\|2  [0.966]

Rule 52/155: (37.1/0.4, lift 15.5)
    PC2 > 2.231518
    PC3 > 1.640775
    PC14 > -1.660562
    PC15 <= -0.4466875
    PC56 > 0.5521903
    ->  class 1\|2  [0.965]

Rule 52/156: (42.1/0.9, lift 15.3)
    PC1 > -0.4334595
    PC6 > 3.793985
    PC12 <= 2.330901
    PC18 <= 0.1765426
    PC35 > 0.6117443
    PC53 > -2.026939
    PC71 > -0.5136471
    ->  class 1\|2  [0.957]

Rule 52/157: (21.1, lift 15.3)
    PC2 > 2.231518
    PC3 > 1.640775
    PC16 > -0.8879908
    PC86 <= -1.966605
    ->  class 1\|2  [0.957]

Rule 52/158: (179.4/8.9, lift 15.1)
    PC1 > 0.2641448
    PC6 > -3.131424
    PC7 <= 1.530903
    PC12 <= 2.330901
    PC15 > -3.180526
    PC18 <= 0.1765426
    PC39 > 0.3637722
    PC53 > -2.026939
    PC71 > -0.5136471
    ->  class 1\|2  [0.945]

Rule 52/159: (18.1/0.5, lift 14.8)
    PC1 > -0.4334595
    PC1 <= 0.2641448
    PC2 <= 2.231518
    PC16 > 0.8572028
    PC18 <= 0.1765426
    PC42 <= -0.01984132
    PC53 > -2.026939
    ->  class 1\|2  [0.926]

Rule 52/160: (68.5/5.6, lift 14.5)
    PC2 > 2.231518
    PC6 <= -4.412595
    PC15 <= -0.4466875
    ->  class 1\|2  [0.907]

Rule 52/161: (28.4/2.3, lift 14.3)
    PC1 > -0.4334595
    PC15 <= -3.180526
    PC50 <= -0.4994218
    ->  class 1\|2  [0.891]

Rule 52/162: (136.7/17.5, lift 13.9)
    PC1 > -0.4334595
    PC2 <= 2.231518
    PC6 > -3.131424
    PC12 <= 2.330901
    PC13 <= -0.029561
    PC18 <= 0.1765426
    PC35 <= 0.6117443
    PC53 > -2.026939
    PC57 > 0.4830003
    ->  class 1\|2  [0.867]

Rule 52/163: (89.7/11.5, lift 13.8)
    PC1 > -0.4334595
    PC2 <= 2.231518
    PC21 <= 0.9340292
    PC45 > 0.5608946
    PC53 > -2.026939
    PC71 > -0.5136471
    ->  class 1\|2  [0.863]

Rule 52/164: (11.7/2, lift 12.6)
    PC1 > -0.4334595
    PC12 > 2.330901
    PC15 > -3.180526
    PC16 > 3.192014
    PC53 > -2.026939
    ->  class 1\|2  [0.784]

Rule 52/165: (46.9/15.5, lift 10.6)
    PC1 > -0.4334595
    PC2 <= 2.231518
    PC3 > -1.26054
    PC34 > -1.165227
    PC53 <= -2.026939
    ->  class 1\|2  [0.663]

Rule 52/166: (40.2/18.6, lift 8.6)
    PC1 > -0.4334595
    PC1 <= -0.1812657
    PC2 <= 2.231518
    PC95 > 0.2140702
    ->  class 1\|2  [0.535]

Rule 52/167: (30.8, lift 15.5)
    PC1 > -0.1812657
    PC2 <= 2.231518
    PC6 > -3.131424
    PC12 > -0.5798975
    PC16 > -0.5596209
    PC18 > 0.1765426
    PC21 <= 0.9340292
    PC45 <= 0.5608946
    PC98 <= -0.02077594
    ->  class 1\|3  [0.969]

Rule 52/168: (260.8/9.4, lift 15.4)
    PC1 > 0.2641448
    PC3 > -0.4155948
    PC4 > -1.262205
    PC7 <= 0.5417639
    PC13 > -0.029561
    PC15 > -3.180526
    PC18 <= 0.1765426
    PC35 <= 0.6117443
    PC39 <= 0.3637722
    PC45 > -0.4300224
    PC66 > -0.404139
    PC90 <= 0.295255
    ->  class 1\|3  [0.961]

Rule 52/169: (17.9, lift 15.2)
    PC1 > -0.4334595
    PC1 <= -0.1812657
    PC2 <= 2.231518
    PC8 > 0.08846416
    PC25 <= 0.03642078
    PC71 > 0.3490205
    ->  class 1\|3  [0.950]

Rule 52/170: (118.9/5.7, lift 15.1)
    PC2 > 2.231518
    PC3 > 1.640775
    PC15 <= -0.4466875
    PC87 <= -0.3342626
    ->  class 1\|3  [0.945]

Rule 52/171: (17/0.4, lift 14.8)
    PC1 > 0.2641448
    PC2 <= 2.231518
    PC4 > -1.262205
    PC7 <= 1.530903
    PC13 <= -0.029561
    PC21 > -0.01504164
    PC21 <= 0.1540816
    PC35 <= 0.6117443
    PC39 <= 0.3637722
    PC90 <= 0.295255
    ->  class 1\|3  [0.927]

Rule 52/172: (233.8/16.7, lift 14.8)
    PC2 > 2.231518
    PC3 > 1.640775
    PC3 <= 8.554027
    PC6 > -4.412595
    PC15 <= -0.4466875
    PC56 <= 0.5521903
    PC86 > -1.966605
    ->  class 1\|3  [0.925]

Rule 52/173: (132.9/10, lift 14.7)
    PC1 > -0.1812657
    PC1 <= 0.2641448
    PC6 > -3.131424
    PC16 > 0.8572028
    PC42 > -0.01984132
    ->  class 1\|3  [0.918]

Rule 52/174: (183.5/18.2, lift 14.3)
    PC1 > 0.2641448
    PC1 <= 1.57334
    PC6 > -3.131424
    PC7 <= 1.530903
    PC13 <= -0.029561
    PC15 > -3.180526
    PC21 <= 0.1540816
    PC42 > -0.5513097
    PC45 > -0.4300224
    PC57 <= 0.4830003
    PC63 <= 0.7915884
    PC73 <= 0.1665001
    PC90 <= 0.295255
    ->  class 1\|3  [0.896]

Rule 52/175: (4.2, lift 13.4)
    PC2 > 2.231518
    PC16 > 9.680324
    ->  class 1\|3  [0.839]

Rule 52/176: (23.4/4.9, lift 12.3)
    PC1 > -0.1812657
    PC1 <= 0.6894339
    PC2 > -1.739893
    PC2 <= 2.231518
    PC53 > -2.026939
    PC71 <= -0.5136471
    ->  class 1\|3  [0.767]

Rule 52/177: (324.1/0.6, lift 12.5)
    PC5 <= 1.653798
    PC8 > 2.293971
    PC11 > -0.5750982
    PC21 > -0.248798
    PC28 <= 0.1522125
    PC56 <= 0.2989103
    PC60 > -0.4687333
    PC70 <= -0.04090679
    PC71 <= 0.9060505
    PC73 > -1.045497
    ->  class 2\|0  [0.995]

Rule 52/178: (153.5, lift 12.5)
    PC8 > 2.293971
    PC17 > -0.2448919
    PC21 > 0.01606804
    PC24 > -0.1922835
    PC30 <= 0.4288014
    PC46 <= 0.9898062
    PC56 <= 0.2989103
    PC60 > -0.4687333
    PC72 > -0.3578642
    PC75 > 0.2797736
    ->  class 2\|0  [0.994]

Rule 52/179: (111, lift 12.5)
    PC8 > 2.293971
    PC21 > 2.39312
    PC30 <= 0.4288014
    PC56 <= 0.2989103
    PC73 > -1.045497
    ->  class 2\|0  [0.991]

Rule 52/180: (399.9/3.4, lift 12.5)
    PC1 <= -0.4334595
    PC8 > 2.293971
    PC10 <= 0.4714059
    PC11 > -0.5750982
    PC21 > -0.248798
    PC28 <= 0.1522125
    PC30 <= 0.4288014
    PC41 <= 1.294022
    PC46 <= 1.148417
    PC56 <= 0.2989103
    PC59 <= 0.3113531
    PC60 > -0.4687333
    PC75 <= 0.2797736
    ->  class 2\|0  [0.989]

Rule 52/181: (62.7, lift 12.4)
    PC8 > 2.293971
    PC21 > -0.248798
    PC50 > 0.4240414
    PC56 <= 0.2989103
    PC60 <= -0.4687333
    PC73 > -1.045497
    PC88 > -0.1024168
    ->  class 2\|0  [0.984]

Rule 52/182: (50.8, lift 12.4)
    PC1 > -0.4334595
    PC2 <= 2.231518
    PC3 <= -1.26054
    PC15 > -3.180526
    PC53 <= -2.026939
    PC71 > -0.7803868
    ->  class 2\|0  [0.981]

Rule 52/183: (146.7/4.1, lift 12.2)
    PC8 > 2.293971
    PC21 > -0.248798
    PC30 <= 0.4288014
    PC31 > 0.8244593
    PC56 <= 0.2989103
    PC60 > -0.4687333
    PC73 > -1.045497
    ->  class 2\|0  [0.966]

Rule 52/184: (99.6/2.6, lift 12.2)
    PC1 <= -0.4334595
    PC8 > -0.2273773
    PC8 <= 2.293971
    PC19 <= -0.4432499
    PC23 > -0.8236977
    PC32 <= 1.071236
    PC57 > 0.112213
    PC69 <= 0.1875028
    PC74 > -0.4723717
    PC81 <= -0.0512562
    ->  class 2\|0  [0.965]

Rule 52/185: (21.3, lift 12.1)
    PC8 > 2.293971
    PC21 > -0.248798
    PC40 > 1.247804
    PC69 > -0.3568537
    ->  class 2\|0  [0.957]

Rule 52/186: (60.9/1.8, lift 12.0)
    PC1 <= -0.4334595
    PC2 <= 2.231518
    PC8 > -0.2273773
    PC8 <= 2.293971
    PC10 <= -0.173114
    PC12 > -0.9480676
    PC32 > 1.071236
    PC36 > 0.09076007
    PC36 <= 0.3296598
    ->  class 2\|0  [0.955]

Rule 52/187: (13.6/0.7, lift 11.3)
    PC1 <= -0.4334595
    PC8 > 2.293971
    PC21 > -0.248798
    PC56 > 0.2989103
    PC69 <= -0.3568537
    ->  class 2\|0  [0.892]

Rule 52/188: (119.8/12.1, lift 11.2)
    PC8 > 5.884351
    PC21 > -0.248798
    ->  class 2\|0  [0.892]

Rule 52/189: (36.6/5.9, lift 10.4)
    PC1 <= -0.4334595
    PC8 > 2.293971
    PC21 > -0.248798
    PC49 <= -0.5975915
    PC56 <= 0.2989103
    PC60 <= -0.4687333
    PC71 <= 0.9060505
    ->  class 2\|0  [0.822]

Rule 52/190: (988.2/441.1, lift 7.0)
    PC1 > -0.4334595
    PC1 <= -0.1812657
    PC2 <= 2.231518
    PC6 <= 3.194601
    PC8 > 0.08846416
    PC25 <= 0.03642078
    PC71 <= 0.3490205
    ->  class 2\|0  [0.553]

Rule 52/191: (53.6/24.4, lift 6.8)
    PC1 > -0.4334595
    PC1 <= 9.948109
    PC2 <= -1.739893
    PC53 <= -1.822465
    PC71 <= -0.5136471
    ->  class 2\|0  [0.543]

Rule 52/192: (165.9/1, lift 10.3)
    PC1 <= -0.4334595
    PC8 > 2.293971
    PC21 <= -0.248798
    PC22 > -1.207938
    ->  class 2\|1  [0.988]

Rule 52/193: (122.9/0.7, lift 10.3)
    PC1 <= -0.4334595
    PC2 <= 2.231518
    PC8 > -0.2273773
    PC17 <= 0.03018144
    PC19 > -0.4432499
    PC28 > 0.07660204
    PC40 > -1.177517
    PC57 > 0.112213
    ->  class 2\|1  [0.987]

Rule 52/194: (73.7, lift 10.3)
    PC1 <= -0.4334595
    PC2 <= 2.231518
    PC8 > -0.2273773
    PC8 <= 2.293971
    PC10 > -0.173114
    PC31 > -1.305315
    PC32 > 1.071236
    PC35 <= 1.159993
    ->  class 2\|1  [0.987]

Rule 52/195: (266.2/2.4, lift 10.3)
    PC1 <= -0.4334595
    PC8 > 2.293971
    PC21 <= 2.39312
    PC49 > -0.5975915
    PC50 <= 0.4240414
    PC57 <= -0.1227591
    PC60 <= -0.4687333
    ->  class 2\|1  [0.987]

Rule 52/196: (72.8, lift 10.3)
    PC1 <= -0.4334595
    PC8 > 2.293971
    PC17 <= -0.2448919
    PC75 > 0.2797736
    ->  class 2\|1  [0.987]

Rule 52/197: (102.5/0.4, lift 10.3)
    PC1 <= -0.4334595
    PC8 > 2.293971
    PC46 > 0.9898062
    PC70 > -0.04090679
    PC75 > 0.2797736
    ->  class 2\|1  [0.986]

Rule 52/198: (64.6, lift 10.3)
    PC1 <= -0.4334595
    PC2 <= 2.231518
    PC8 > -0.2273773
    PC8 <= 2.293971
    PC12 <= -0.9480676
    PC31 > -1.305315
    PC32 > 1.071236
    PC35 <= 1.159993
    ->  class 2\|1  [0.985]

Rule 52/199: (59.1, lift 10.3)
    PC1 > -0.4334595
    PC3 <= -1.26054
    PC15 > -3.180526
    PC44 > 0.9012404
    PC71 <= -0.7803868
    ->  class 2\|1  [0.984]

Rule 52/200: (52.8, lift 10.2)
    PC2 <= -8.96454
    PC32 <= -1.658215
    PC87 > -0.7065366
    ->  class 2\|1  [0.982]

Rule 52/201: (179.4/2.4, lift 10.2)
    PC1 <= -0.4334595
    PC8 > 0.6300744
    PC8 <= 2.293971
    PC22 > -0.318399
    PC32 <= 1.071236
    PC35 <= 1.159993
    PC57 <= 0.112213
    PC58 > -0.2512889
    ->  class 2\|1  [0.981]

Rule 52/202: (102.3/1, lift 10.2)
    PC1 <= -0.4334595
    PC8 > 2.293971
    PC10 <= 0.4714059
    PC21 <= 0.01606804
    PC70 > -0.04090679
    PC75 > 0.2797736
    ->  class 2\|1  [0.981]

Rule 52/203: (51, lift 10.2)
    PC1 <= -0.4334595
    PC8 > 2.293971
    PC28 > 0.1522125
    ->  class 2\|1  [0.981]

Rule 52/204: (42.9, lift 10.2)
    PC1 <= -0.4334595
    PC2 <= 2.231518
    PC8 > -0.2273773
    PC35 <= 1.159993
    PC64 <= -1.353724
    ->  class 2\|1  [0.978]

Rule 52/205: (39, lift 10.2)
    PC1 <= -0.4334595
    PC8 > 0.6300744
    PC19 > 2.813428
    PC100 > 0.09910014
    ->  class 2\|1  [0.976]

Rule 52/206: (39.8, lift 10.2)
    PC2 <= 2.231518
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC9 <= 12.34091
    PC32 <= -1.658215
    PC42 <= -0.5816344
    PC87 <= -0.7065366
    ->  class 2\|1  [0.976]

Rule 52/207: (37.7, lift 10.2)
    PC1 <= -0.4334595
    PC2 <= 2.231518
    PC8 > -0.2273773
    PC11 > -0.5750982
    PC24 <= -0.1922835
    PC46 <= 1.148417
    PC70 > -0.04090679
    PC75 > 0.2797736
    ->  class 2\|1  [0.975]

Rule 52/208: (139.1/2.7, lift 10.2)
    PC1 <= -0.4334595
    PC8 > 2.293971
    PC11 <= -0.5750982
    PC31 <= 0.8244593
    ->  class 2\|1  [0.974]

Rule 52/209: (33.2, lift 10.1)
    PC1 <= -0.4334595
    PC2 <= 2.231518
    PC8 > -0.2273773
    PC8 <= 2.293971
    PC19 > -0.4432499
    PC30 <= 0.03602969
    PC32 <= 1.071236
    PC39 > -0.4145089
    PC47 > -0.6756435
    PC57 > 0.112213
    ->  class 2\|1  [0.972]

Rule 52/210: (33.6, lift 10.1)
    PC1 <= -0.4334595
    PC2 <= 2.231518
    PC8 > -0.2273773
    PC19 > -0.4432499
    PC21 <= -0.2369291
    PC35 <= 1.159993
    PC40 > -1.177517
    PC57 > 0.112213
    ->  class 2\|1  [0.972]

Rule 52/211: (32.2, lift 10.1)
    PC1 <= -0.4334595
    PC2 <= 2.231518
    PC8 > -0.2273773
    PC8 <= 2.293971
    PC32 > 1.071236
    PC36 <= 0.09076007
    ->  class 2\|1  [0.971]

Rule 52/212: (29.1, lift 10.1)
    PC1 <= -0.4334595
    PC8 > 2.293971
    PC30 > 0.4288014
    PC56 <= 0.2989103
    ->  class 2\|1  [0.968]

Rule 52/213: (28, lift 10.1)
    PC1 <= -0.4334595
    PC8 > 2.293971
    PC71 > 0.9060505
    ->  class 2\|1  [0.967]

Rule 52/214: (26.2, lift 10.1)
    PC1 <= -0.4334595
    PC5 > 1.653798
    PC8 > 2.293971
    PC70 <= -0.04090679
    ->  class 2\|1  [0.965]

Rule 52/215: (25.1, lift 10.0)
    PC1 <= -0.4334595
    PC8 > 2.293971
    PC10 > 0.4714059
    PC60 > -0.4687333
    PC70 > -0.04090679
    ->  class 2\|1  [0.963]

Rule 52/216: (25.3, lift 10.0)
    PC1 <= -0.4334595
    PC2 <= 2.231518
    PC8 > -0.2273773
    PC56 > -0.4646702
    PC57 <= 0.112213
    PC96 <= -0.9326168
    ->  class 2\|1  [0.963]

Rule 52/217: (24.1, lift 10.0)
    PC1 <= -0.4334595
    PC2 <= 2.231518
    PC8 > -0.2273773
    PC8 <= 2.293971
    PC12 > -1.672101
    PC32 <= 1.071236
    PC45 <= -0.1272229
    PC56 > -0.4646702
    PC57 <= 0.112213
    ->  class 2\|1  [0.962]

Rule 52/218: (51.1/1.1, lift 10.0)
    PC1 <= -0.4334595
    PC8 > 2.293971
    PC59 > 0.3113531
    PC70 > -0.04090679
    PC75 <= 0.2797736
    ->  class 2\|1  [0.960]

Rule 52/219: (22.8, lift 10.0)
    PC8 > 0.6300744
    PC8 <= 2.293971
    PC32 > 0.9398344
    PC32 <= 1.071236
    PC57 <= 0.112213
    ->  class 2\|1  [0.960]

Rule 52/220: (21.8, lift 10.0)
    PC1 <= -0.4334595
    PC8 > -0.2273773
    PC8 <= 2.293971
    PC19 <= -0.4432499
    PC35 <= 1.159993
    PC57 > 0.112213
    PC74 <= -0.4723717
    PC93 <= 0.9738616
    ->  class 2\|1  [0.958]

Rule 52/221: (30.8/0.4, lift 10.0)
    PC1 <= -0.4334595
    PC8 > 2.293971
    PC41 > 1.294022
    PC56 <= 0.2989103
    PC75 <= 0.2797736
    ->  class 2\|1  [0.956]

Rule 52/222: (20.1, lift 10.0)
    PC8 > 0.6300744
    PC19 > 2.813428
    PC70 > 0.2946905
    ->  class 2\|1  [0.955]

Rule 52/223: (125.4/4.8, lift 10.0)
    PC1 <= -0.4334595
    PC8 > 2.293971
    PC56 <= 0.2989103
    PC60 <= -0.4687333
    PC88 <= -0.1024168
    ->  class 2\|1  [0.954]

Rule 52/224: (52/1.7, lift 9.9)
    PC1 <= -0.4334595
    PC2 <= 2.231518
    PC8 > -0.2273773
    PC8 <= 2.293971
    PC19 <= -0.4432499
    PC31 <= 1.321666
    PC57 > 0.112213
    PC69 <= 0.1875028
    PC81 > -0.0512562
    ->  class 2\|1  [0.950]

Rule 52/225: (18.1, lift 9.9)
    PC1 > -0.4334595
    PC1 <= -0.1812657
    PC6 > 3.194601
    PC95 <= 0.2140702
    ->  class 2\|1  [0.950]

Rule 52/226: (51/1.7, lift 9.9)
    PC1 <= -0.4334595
    PC2 <= 2.231518
    PC4 <= 0.2386457
    PC8 > -0.2273773
    PC8 <= 2.293971
    PC19 > -0.4432499
    PC29 <= -0.02825792
    PC32 <= 1.071236
    PC57 > 0.112213
    ->  class 2\|1  [0.949]

Rule 52/227: (251.1/11.9, lift 9.9)
    PC1 <= -0.4334595
    PC8 > 2.293971
    PC8 <= 5.884351
    PC40 <= 1.247804
    PC56 > 0.2989103
    PC69 > -0.3568537
    ->  class 2\|1  [0.949]

Rule 52/228: (13.9, lift 9.8)
    PC1 > -0.4334595
    PC1 <= 9.948109
    PC2 <= -1.739893
    PC12 <= 2.330901
    PC15 > -3.180526
    PC31 > 0.3185152
    PC71 <= -0.5136471
    ->  class 2\|1  [0.937]

Rule 52/229: (30.5/1.1, lift 9.7)
    PC1 <= -0.4334595
    PC2 <= 2.231518
    PC8 > -0.2273773
    PC8 <= 2.293971
    PC35 > 1.159993
    PC93 <= 0.0192432
    ->  class 2\|1  [0.935]

Rule 52/230: (341.8/25.6, lift 9.6)
    PC1 <= -0.4334595
    PC6 <= 4.979324
    PC8 > 0.6300744
    PC8 <= 2.293971
    PC12 > -3.177498
    PC19 <= 2.813428
    PC29 <= 0.1750378
    PC32 <= 1.071236
    PC33 <= 0.4790857
    PC35 <= 1.159993
    PC40 > -1.071633
    PC52 > -0.1671013
    PC57 <= 0.112213
    PC61 <= 0.3838942
    PC73 > -0.8958033
    PC86 <= 0.7410226
    ->  class 2\|1  [0.923]

Rule 52/231: (38.3/2.3, lift 9.6)
    PC1 <= -0.4334595
    PC2 <= 2.231518
    PC8 > -0.2273773
    PC8 <= 2.293971
    PC31 > -1.305315
    PC32 > 1.071236
    PC36 > 0.3296598
    ->  class 2\|1  [0.917]

Rule 52/232: (45.2/2.9, lift 9.6)
    PC1 <= -0.4334595
    PC2 <= 2.231518
    PC4 <= 0.2386457
    PC8 > -0.2273773
    PC36 > 0.4925368
    PC56 > -0.4646702
    PC67 > -0.7041289
    ->  class 2\|1  [0.916]

Rule 52/233: (99.3/8.1, lift 9.5)
    PC1 <= -0.4334595
    PC2 <= 2.231518
    PC8 > -0.2273773
    PC8 <= 2.293971
    PC23 <= -0.8236977
    PC57 > 0.112213
    PC69 <= 0.1875028
    PC81 <= -0.0512562
    ->  class 2\|1  [0.910]

Rule 52/234: (52/4.3, lift 9.4)
    PC8 > 2.293971
    PC21 > -0.248798
    PC46 > 1.148417
    PC60 > -0.4687333
    PC70 > -0.04090679
    ->  class 2\|1  [0.901]

Rule 52/235: (8.9/0.1, lift 9.4)
    PC1 <= -0.4334595
    PC4 <= -0.3727229
    PC8 > 0.6300744
    PC8 <= 2.293971
    PC40 <= -1.071633
    ->  class 2\|1  [0.898]

Rule 52/236: (85.1/8.3, lift 9.3)
    PC1 <= -0.4334595
    PC2 <= 2.231518
    PC6 <= 0.7221945
    PC8 > -3.393956
    PC9 <= 8.286128
    PC73 <= -1.404115
    ->  class 2\|1  [0.893]

Rule 52/237: (7.8/0.3, lift 9.1)
    PC1 <= -0.4334595
    PC8 > 2.293971
    PC60 > -0.4687333
    PC72 <= -0.3578642
    PC75 > 0.2797736
    ->  class 2\|1  [0.872]

Rule 52/238: (19/2.2, lift 8.9)
    PC1 <= -0.4334595
    PC2 <= 2.231518
    PC8 > -0.2273773
    PC8 <= 0.6300744
    PC12 > -1.672101
    PC35 <= 1.159993
    PC67 <= -0.7041289
    ->  class 2\|1  [0.850]

Rule 52/239: (41.1/5.5, lift 8.9)
    PC1 <= -0.4334595
    PC2 <= 2.231518
    PC4 > 0.2386457
    PC8 > -0.2273773
    ->  class 2\|1  [0.849]

Rule 52/240: (21/3.1, lift 8.6)
    PC1 <= -0.4334595
    PC2 <= 2.231518
    PC8 > -0.2273773
    PC8 <= 0.6300744
    PC12 > -1.672101
    PC35 <= 1.159993
    PC56 > -0.4646702
    PC57 <= 0.112213
    PC98 > 0.5733155
    ->  class 2\|1  [0.821]

Rule 52/241: (46/8, lift 8.5)
    PC1 <= -0.4334595
    PC8 > -0.2273773
    PC8 <= 0.6300744
    PC11 <= -1.8482
    PC12 > -1.672101
    ->  class 2\|1  [0.813]

Rule 52/242: (28.1/10.4, lift 6.5)
    PC2 <= 2.231518
    PC23 <= -9.042807
    ->  class 2\|1  [0.622]

Rule 52/243: (20.6/8.9, lift 5.9)
    PC1 > -0.1812657
    PC6 > -3.131424
    PC15 > -3.180526
    PC18 > 0.1765426
    PC21 > 0.9340292
    PC53 > -2.026939
    ->  class 2\|1  [0.562]

Rule 52/244: (162.9, lift 11.6)
    PC1 <= -0.4334595
    PC2 <= 2.231518
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC10 > -0.3745408
    PC11 > -3.603205
    PC15 <= 3.836274
    PC32 > -1.658215
    PC41 > -0.9599223
    PC58 <= 0.3449852
    PC63 > 0.1578914
    PC73 > -1.404115
    PC78 > -0.1913931
    PC85 > -1.70518
    PC98 > -0.8459371
    ->  class 2\|2  [0.994]

Rule 52/245: (77.5/0.1, lift 11.5)
    PC1 <= -0.4334595
    PC2 <= 2.231518
    PC4 > -0.3727229
    PC8 > 0.6300744
    PC8 <= 2.293971
    PC22 <= -0.318399
    PC32 <= 0.9398344
    PC35 <= 1.159993
    PC40 <= -1.071633
    ->  class 2\|2  [0.986]

Rule 52/246: (61.2, lift 11.5)
    PC1 <= -0.4334595
    PC2 <= 2.231518
    PC8 <= 2.293971
    PC19 <= 2.813428
    PC22 <= -0.318399
    PC32 <= 1.071236
    PC57 <= 0.112213
    PC86 > 0.7410226
    ->  class 2\|2  [0.984]

Rule 52/247: (61.9, lift 11.5)
    PC1 <= -2.1305
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC15 <= 3.836274
    PC30 > 0.08101894
    PC42 > -0.4032674
    PC44 <= 0.5444354
    PC60 > 0.01726107
    PC62 <= 0.5356175
    PC65 <= 0.9605793
    PC78 > -0.1913931
    PC80 > -0.4655629
    ->  class 2\|2  [0.984]

Rule 52/248: (69.3/0.2, lift 11.4)
    PC1 <= -0.4334595
    PC2 <= 2.231518
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC12 <= 3.128259
    PC15 <= 3.836274
    PC19 > -3.200062
    PC32 > -1.658215
    PC43 > -1.062606
    PC53 <= 2.046905
    PC58 > 0.3449852
    PC84 <= 0.2229569
    ->  class 2\|2  [0.983]

Rule 52/249: (72.7/0.6, lift 11.4)
    PC1 <= -0.4334595
    PC8 > 0.6300744
    PC8 <= 2.293971
    PC19 > 2.813428
    PC64 > -1.353724
    PC70 <= 0.2946905
    PC100 <= 0.09910014
    ->  class 2\|2  [0.978]

Rule 52/250: (39.1, lift 11.4)
    PC2 <= 2.231518
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC15 <= 3.836274
    PC32 > -1.658215
    PC73 > -1.404115
    PC88 <= 0.8913909
    PC91 > 1.315644
    ->  class 2\|2  [0.976]

Rule 52/251: (27.8, lift 11.3)
    PC1 <= -0.4334595
    PC2 <= 2.231518
    PC8 <= 2.293971
    PC19 <= -0.4432499
    PC31 <= 1.321666
    PC32 <= 1.071236
    PC35 <= 1.159993
    PC93 > 0.9738616
    ->  class 2\|2  [0.966]

Rule 52/252: (25, lift 11.2)
    PC1 <= -0.4334595
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC12 <= 1.551
    PC26 > 2.93625
    PC29 <= 0.2788967
    PC78 <= -0.1913931
    PC79 > -0.2514036
    ->  class 2\|2  [0.963]

Rule 52/253: (46.4/0.9, lift 11.2)
    PC1 <= -0.4334595
    PC2 <= 2.231518
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC15 <= 3.836274
    PC19 > -3.200062
    PC29 <= 0.2788967
    PC32 > -1.658215
    PC36 <= -0.3939905
    PC69 > -0.6630386
    PC78 > -0.1913931
    PC89 > -0.7814886
    ->  class 2\|2  [0.962]

Rule 52/254: (34.4/0.5, lift 11.2)
    PC1 <= -0.4334595
    PC8 > -3.393956
    PC15 <= 3.836274
    PC19 > 3.495609
    PC30 <= 0.08101894
    PC43 <= 0.6588725
    PC45 <= 0.4335379
    PC60 > 0.01726107
    PC78 > -0.1913931
    PC88 <= 0.8913909
    ->  class 2\|2  [0.960]

Rule 52/255: (21.8, lift 11.2)
    PC1 <= -0.4334595
    PC2 <= 2.231518
    PC7 > 0.9211287
    PC8 <= -0.2273773
    PC15 <= 3.836274
    PC43 <= 0.6588725
    ->  class 2\|2  [0.958]

Rule 52/256: (234/10, lift 11.1)
    PC1 <= -0.4334595
    PC2 <= 2.231518
    PC4 <= 0.2386457
    PC8 > -0.2273773
    PC8 <= 0.6300744
    PC11 > -1.8482
    PC20 <= 0.5435099
    PC32 <= 1.071236
    PC36 <= 0.4925368
    PC45 > -0.1272229
    PC56 > -0.4646702
    PC57 <= 0.112213
    PC64 > -1.353724
    PC67 > -0.7041289
    PC96 > -0.9326168
    PC98 <= 0.5733155
    PC99 <= 1.492635
    ->  class 2\|2  [0.953]

Rule 52/257: (179.2/9.1, lift 11.0)
    PC1 <= -0.4334595
    PC2 <= 2.231518
    PC4 <= 0.1598349
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC10 > -0.3745408
    PC12 <= 2.077054
    PC15 <= 3.836274
    PC29 <= 0.2788967
    PC32 > -1.658215
    PC43 > -1.062606
    PC43 <= 0.6588725
    PC45 > -0.05648392
    PC60 <= 0.01726107
    PC61 > -1.478493
    PC78 > -0.1913931
    PC79 > -0.2514036
    ->  class 2\|2  [0.944]

Rule 52/258: (13.3, lift 10.9)
    PC1 <= -0.4334595
    PC2 <= 2.231518
    PC8 > -0.2273773
    PC8 <= 2.293971
    PC19 <= 2.813428
    PC22 <= -0.318399
    PC33 > 0.4790857
    PC35 <= 1.159993
    PC57 <= 0.112213
    ->  class 2\|2  [0.933]

Rule 52/259: (166.2/10.6, lift 10.8)
    PC1 <= -0.4334595
    PC4 <= 0.2386457
    PC8 > -0.2273773
    PC8 <= 0.6300744
    PC12 <= -1.672101
    PC57 <= 0.112213
    PC64 > -1.353724
    PC96 > -0.9326168
    ->  class 2\|2  [0.931]

Rule 52/260: (12.4, lift 10.8)
    PC2 <= 2.231518
    PC4 <= 0.2386457
    PC8 > -0.2273773
    PC8 <= 2.293971
    PC35 <= 1.159993
    PC57 <= 0.112213
    PC61 <= 0.3838942
    PC64 > -1.353724
    PC73 <= -0.8958033
    PC86 <= 0.7410226
    ->  class 2\|2  [0.930]

Rule 52/261: (242.8/16.3, lift 10.8)
    PC2 <= 2.231518
    PC6 <= -0.04968825
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC9 > -2.63055
    PC19 > -3.200062
    PC32 > -1.658215
    PC43 <= -1.062606
    PC47 <= 0.5499423
    PC53 > -1.245386
    PC65 <= 2.230184
    PC68 <= 2.618352
    PC85 > -2.22348
    ->  class 2\|2  [0.929]

Rule 52/262: (11.8, lift 10.8)
    PC1 <= -0.4334595
    PC2 <= 2.231518
    PC8 > -0.2273773
    PC8 <= 2.293971
    PC22 > -0.318399
    PC32 <= 1.071236
    PC57 <= 0.112213
    PC58 <= -0.2512889
    PC64 > -1.353724
    ->  class 2\|2  [0.927]

Rule 52/263: (42.5/2.5, lift 10.7)
    PC1 <= -0.4334595
    PC2 <= 2.231518
    PC8 > -0.2273773
    PC8 <= 2.293971
    PC19 > -0.4432499
    PC21 > -0.2369291
    PC28 <= 0.07660204
    PC29 > -0.02825792
    PC30 > 0.03602969
    PC39 > -0.4145089
    PC47 > -0.6756435
    PC57 > 0.112213
    ->  class 2\|2  [0.922]

Rule 52/264: (12.8/0.2, lift 10.7)
    PC1 <= -0.4334595
    PC2 <= 2.231518
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC10 > -0.3745408
    PC19 > -3.200062
    PC30 <= 0.08101894
    PC40 <= -0.6677162
    PC45 <= 0.4335379
    PC60 > 0.01726107
    PC63 <= 0.1578914
    PC73 > -1.404115
    PC79 > -0.2514036
    PC88 <= 0.8913909
    ->  class 2\|2  [0.916]

Rule 52/265: (19/0.8, lift 10.7)
    PC1 <= -0.4334595
    PC2 <= 2.231518
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC10 > -0.3745408
    PC10 <= -0.3283361
    PC58 <= 0.3449852
    PC65 <= 0.9605793
    PC78 > -0.1913931
    ->  class 2\|2  [0.915]

Rule 52/266: (9, lift 10.5)
    PC1 <= -0.4334595
    PC2 <= 2.231518
    PC8 > 0.6300744
    PC8 <= 2.293971
    PC19 <= 2.813428
    PC22 <= -0.318399
    PC32 <= 1.071236
    PC35 <= 1.159993
    PC40 > -1.071633
    PC52 <= -0.1671013
    ->  class 2\|2  [0.906]

Rule 52/267: (8.6, lift 10.5)
    PC1 <= -0.4334595
    PC2 <= 2.231518
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC23 > -9.042807
    PC32 <= -1.658215
    PC62 > 1.680902
    PC64 <= 0.1207646
    ->  class 2\|2  [0.906]

Rule 52/268: (74.1/6.4, lift 10.5)
    PC1 <= -0.4334595
    PC8 > -0.2273773
    PC8 <= 2.293971
    PC12 <= -3.177498
    PC22 <= -0.318399
    PC32 <= 1.071236
    PC64 > -1.353724
    ->  class 2\|2  [0.902]

Rule 52/269: (43.2/3.6, lift 10.5)
    PC2 <= 2.231518
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC10 > -0.3745408
    PC58 <= 0.3449852
    PC63 <= 0.1578914
    PC65 <= 0.9605793
    PC79 > -0.2514036
    PC85 > -1.70518
    PC88 <= 0.8913909
    PC89 <= -0.7814886
    ->  class 2\|2  [0.898]

Rule 52/270: (45.8/4.2, lift 10.4)
    PC1 <= -0.4334595
    PC2 <= 2.231518
    PC8 > -0.2273773
    PC8 <= 2.293971
    PC31 <= -1.305315
    PC35 <= 1.159993
    ->  class 2\|2  [0.891]

Rule 52/271: (19.8/1.5, lift 10.3)
    PC1 <= -0.4334595
    PC8 > -0.2273773
    PC8 <= 2.293971
    PC19 <= -0.4432499
    PC31 > 1.321666
    PC57 > 0.112213
    ->  class 2\|2  [0.887]

Rule 52/272: (63.1/6.7, lift 10.3)
    PC1 <= -0.4334595
    PC8 > 0.6300744
    PC8 <= 2.293971
    PC19 <= 2.813428
    PC22 <= -0.318399
    PC32 <= 1.071236
    PC35 <= 1.159993
    PC56 > -0.4646702
    PC57 <= 0.112213
    PC61 > 0.3838942
    ->  class 2\|2  [0.881]

Rule 52/273: (23/2.5, lift 10.0)
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC9 > 8.286128
    PC23 > -9.042807
    PC73 <= -1.404115
    ->  class 2\|2  [0.861]

Rule 52/274: (21.8/2.5, lift 9.9)
    PC1 <= -0.4334595
    PC2 <= 2.231518
    PC8 > -0.2273773
    PC8 <= 2.293971
    PC19 > -0.4432499
    PC40 <= -1.177517
    PC57 > 0.112213
    ->  class 2\|2  [0.851]

Rule 52/275: (10.3/0.9, lift 9.9)
    PC1 <= -0.4334595
    PC4 <= 0.2386457
    PC6 > 4.979324
    PC8 > -0.2273773
    PC8 <= 2.293971
    PC32 <= 1.071236
    ->  class 2\|2  [0.849]

Rule 52/276: (23.4/2.8, lift 9.9)
    PC1 <= -0.4334595
    PC2 <= 2.231518
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC12 > 1.551
    PC15 <= 3.836274
    PC29 <= 0.2788967
    PC32 > -1.658215
    PC65 <= 0.9605793
    PC78 <= -0.1913931
    PC79 > -0.2514036
    ->  class 2\|2  [0.849]

Rule 52/277: (11.4/1.1, lift 9.8)
    PC1 <= -0.4334595
    PC2 <= 2.231518
    PC8 > -0.2273773
    PC8 <= 2.293971
    PC57 > 0.112213
    PC62 <= -1.959648
    ->  class 2\|2  [0.841]

Rule 52/278: (74.8/11.3, lift 9.8)
    PC1 <= -0.4334595
    PC2 > -8.96454
    PC2 <= 2.231518
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC32 <= -1.658215
    PC64 > 0.1207646
    PC73 > -1.404115
    ->  class 2\|2  [0.840]

Rule 52/279: (71.3/10.9, lift 9.7)
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC9 > 12.34091
    ->  class 2\|2  [0.838]

Rule 52/280: (3.9, lift 9.7)
    PC1 <= -0.4334595
    PC8 > -3.393956
    PC11 > -3.603205
    PC11 <= -3.589997
    ->  class 2\|2  [0.831]

Rule 52/281: (49.3/7.9, lift 9.6)
    PC1 > -0.1812657
    PC1 <= 9.948109
    PC2 <= -1.739893
    PC12 <= 2.330901
    PC15 > -3.180526
    PC27 <= -0.0922567
    PC31 <= 0.3185152
    PC43 <= 0.9897748
    PC53 > -1.822465
    ->  class 2\|2  [0.826]

Rule 52/282: (220.1/48.3, lift 9.1)
    PC1 <= -0.4334595
    PC2 <= 2.231518
    PC8 > -0.2273773
    PC21 <= -0.248798
    PC22 <= -1.207938
    ->  class 2\|2  [0.778]

Rule 52/283: (118.8/0.2, lift 8.4)
    PC2 <= 2.231518
    PC8 <= -3.393956
    PC43 <= 1.878197
    PC74 <= -0.8870361
    ->  class 2\|3  [0.990]

Rule 52/284: (74.6, lift 8.4)
    PC1 <= -0.4334595
    PC8 <= -3.393956
    PC22 <= -1.905907
    PC85 > -0.4749953
    ->  class 2\|3  [0.987]

Rule 52/285: (179.1/1.9, lift 8.4)
    PC2 <= 2.231518
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC19 > -3.200062
    PC32 > -1.658215
    PC43 > -1.062606
    PC43 <= 0.6588725
    PC60 > 0.01726107
    PC63 <= 0.1578914
    PC69 > -0.6630386
    PC80 <= -0.4655629
    PC89 > -0.7814886
    PC91 <= 1.315644
    ->  class 2\|3  [0.984]

Rule 52/286: (59.3/0.2, lift 8.3)
    PC1 <= -0.4334595
    PC2 <= 2.231518
    PC8 <= -0.2273773
    PC29 <= 0.2788967
    PC30 > 0.08101894
    PC32 > -1.658215
    PC36 > -0.3939905
    PC42 <= -0.4032674
    PC43 > -1.062606
    PC43 <= 0.6588725
    PC60 > 0.01726107
    PC63 <= 0.1578914
    ->  class 2\|3  [0.980]

Rule 52/287: (37.6, lift 8.3)
    PC8 <= -3.393956
    PC26 > 3.239936
    ->  class 2\|3  [0.975]

Rule 52/288: (73.1/2.3, lift 8.1)
    PC2 <= 2.231518
    PC8 <= -3.393956
    PC45 > 0.1566226
    PC85 <= 0.5527021
    ->  class 2\|3  [0.956]

Rule 52/289: (53/1.5, lift 8.1)
    PC1 <= -0.4334595
    PC2 <= 2.231518
    PC23 > -9.042807
    PC53 > 2.046905
    PC69 > -0.6630386
    ->  class 2\|3  [0.955]

Rule 52/290: (80.9/4, lift 8.0)
    PC1 <= -0.4334595
    PC2 <= 2.231518
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC9 <= 12.34091
    PC43 > -1.062606
    PC58 <= 0.3449852
    PC62 > 0.5356175
    PC63 <= 0.1578914
    PC78 > -0.1913931
    PC89 > -0.7814886
    ->  class 2\|3  [0.939]

Rule 52/291: (9, lift 7.7)
    PC1 > -0.1812657
    PC2 <= 2.231518
    PC6 > -3.131424
    PC12 <= -0.5798975
    PC18 > 0.1765426
    PC98 <= -0.02077594
    ->  class 2\|3  [0.909]

Rule 52/292: (1338.2/605.6, lift 4.7)
    PC1 <= -0.4334595
    PC8 <= -3.393956
    ->  class 2\|3  [0.547]

Rule 52/293: (11947.3/9603.8, lift 1.7)
    PC2 <= 2.231518
    ->  class 2\|3  [0.196]

Rule 52/294: (196.3/1.9, lift 22.6)
    PC2 <= 2.231518
    PC8 <= -3.393956
    PC18 <= -0.3244587
    PC22 > -1.905907
    PC46 <= 0.413817
    PC80 > -0.8535311
    PC81 <= 0.3170384
    PC85 > -0.4749953
    PC96 <= 0.2911013
    ->  class 2\|4  [0.985]

Rule 52/295: (148.3/1.4, lift 22.6)
    PC2 <= 2.231518
    PC8 <= -3.393956
    PC22 > -1.905907
    PC46 <= 0.413817
    PC81 <= 0.3170384
    PC85 > 0.5527021
    PC93 <= 0.3430927
    ->  class 2\|4  [0.984]

Rule 52/296: (139.9/1.8, lift 22.5)
    PC1 <= -0.4334595
    PC8 <= -3.393956
    PC23 > -9.042807
    PC43 > 1.878197
    ->  class 2\|4  [0.980]

Rule 52/297: (35.1, lift 22.3)
    PC1 <= -0.4334595
    PC8 <= -3.393956
    PC21 > 1.261063
    PC23 > -9.042807
    PC80 > -0.8535311
    PC81 <= 0.3170384
    PC85 > -0.4749953
    ->  class 2\|4  [0.973]

Rule 52/298: (339.1/9.5, lift 22.2)
    PC2 <= 2.231518
    PC6 <= 0.09646326
    PC8 <= -3.393956
    PC12 > -0.6752266
    PC22 > -1.905907
    PC31 <= 1.2266
    PC36 > -0.4081607
    PC43 > -0.082638
    PC45 <= 0.1566226
    PC54 > -0.5684821
    PC54 <= 1.07421
    PC81 <= 0.3170384
    PC85 > -0.4749953
    PC86 > -0.4907506
    PC93 <= 0.3430927
    PC96 <= 0.2911013
    ->  class 2\|4  [0.969]

Rule 52/299: (20.7, lift 21.9)
    PC1 > -1.842212
    PC1 <= -0.4334595
    PC2 <= 2.231518
    PC8 <= -0.2273773
    PC15 <= 3.836274
    PC32 > -1.658215
    PC43 > -1.062606
    PC65 > 0.9605793
    PC69 > -0.6630386
    ->  class 2\|4  [0.953]

Rule 52/300: (18.1/0.1, lift 21.7)
    PC1 <= -0.4334595
    PC8 <= -3.393956
    PC22 > -1.905907
    PC31 <= 1.2266
    PC46 <= -0.9632035
    PC74 > -0.8870361
    PC93 > 0.3430927
    ->  class 2\|4  [0.944]

Rule 52/301: (75.1/3.5, lift 21.6)
    PC2 <= -0.3112209
    PC7 <= -0.2138148
    PC14 <= 1.410908
    PC15 <= -3.180526
    PC31 > -0.08342639
    ->  class 2\|4  [0.941]

Rule 52/302: (26.3/0.8, lift 21.5)
    PC2 <= 2.231518
    PC8 <= -3.393956
    PC22 > -1.905907
    PC26 <= 3.239936
    PC43 <= 1.878197
    PC44 > 0.1606775
    PC46 <= 0.413817
    PC74 > -0.8870361
    PC81 <= 0.3170384
    PC93 > 0.3430927
    PC96 <= 0.2911013
    ->  class 2\|4  [0.936]

Rule 52/303: (10.6, lift 21.1)
    PC1 <= -0.4334595
    PC6 > 0.09646326
    PC8 <= -3.393956
    PC31 <= 1.2266
    PC40 > 0.5126001
    PC93 <= 0.3430927
    ->  class 2\|4  [0.921]

Rule 52/304: (10.2, lift 21.0)
    PC1 <= -0.4334595
    PC2 <= 2.231518
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC9 <= 12.34091
    PC15 <= 3.836274
    PC51 > 0.07203522
    PC58 <= 0.3449852
    PC79 <= -0.2514036
    PC91 <= 1.315644
    ->  class 2\|4  [0.917]

Rule 52/305: (100.8/7.9, lift 21.0)
    PC1 <= -0.4334595
    PC8 <= -0.2273773
    PC19 <= -3.200062
    PC73 > 0.2751132
    ->  class 2\|4  [0.914]

Rule 52/306: (9.1, lift 20.9)
    PC1 <= -0.4334595
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC19 <= -3.200062
    PC22 > -1.173825
    PC32 > -1.658215
    ->  class 2\|4  [0.910]

Rule 52/307: (6.3, lift 20.2)
    PC1 > -0.4334595
    PC2 <= 2.231518
    PC6 > -3.131424
    PC18 > 0.1765426
    PC67 <= -0.3533701
    PC98 > -0.02077594
    ->  class 2\|4  [0.880]

Rule 52/308: (5.6/0.1, lift 19.6)
    PC2 <= 2.231518
    PC8 > -3.393956
    PC43 <= -1.062606
    PC65 > 2.230184
    PC69 > -0.6630386
    ->  class 2\|4  [0.853]

Rule 52/309: (3.9, lift 19.0)
    PC2 <= 2.231518
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC34 <= -1.223326
    PC43 > -1.062606
    ->  class 2\|4  [0.829]

Rule 52/310: (35.3/13, lift 14.3)
    PC1 <= -0.4334595
    PC2 <= 2.231518
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC9 <= 12.34091
    PC69 <= -0.6630386
    PC73 > -1.404115
    ->  class 2\|4  [0.624]

Rule 52/311: (43.1/16.2, lift 14.2)
    PC1 <= -0.4334595
    PC2 <= 2.231518
    PC8 > -3.393956
    PC8 <= -0.2273773
    PC9 <= 12.34091
    PC32 > -1.658215
    PC45 > 0.4335379
    PC73 > -1.404115
    ->  class 2\|4  [0.619]

Default class: 2\|3

-----  Trial 53:  -----

Rules:

Rule 53/1: (78.6, lift 18.8)
    PC2 > 2.5099
    PC14 > -0.7352768
    PC18 > 1.059375
    PC35 <= 0.4312338
    PC39 <= 0.8584095
    PC43 > -1.190145
    PC58 > -1.082893
    PC87 <= 0.3121256
    PC92 <= -0.7560207
    PC94 <= 2.988182
    ->  class 0\|0  [0.988]

Rule 53/2: (72.2, lift 18.8)
    PC14 > -0.7352768
    PC18 > 1.059375
    PC19 <= 0.01074242
    PC21 > 0.4791392
    PC35 <= 0.4312338
    ->  class 0\|0  [0.987]

Rule 53/3: (71.4, lift 18.8)
    PC1 > -0.7608647
    PC7 > -0.9640536
    PC18 > 1.059375
    PC22 > -0.3330673
    PC35 <= 0.4312338
    PC58 > -0.9601887
    PC66 <= -1.041652
    PC76 <= 0.5309201
    PC79 > -2.054516
    PC92 > -0.7560207
    ->  class 0\|0  [0.986]

Rule 53/4: (76.5/0.2, lift 18.8)
    PC1 > -0.7608647
    PC7 > -0.9640536
    PC15 > -0.2097452
    PC17 > -0.264261
    PC18 > 1.059375
    PC22 > -0.3330673
    PC32 > -0.6841727
    PC38 > -0.6754741
    PC39 <= 0.8584095
    PC53 <= 1.939603
    PC76 <= 0.5309201
    PC87 <= -0.1403757
    ->  class 0\|0  [0.985]

Rule 53/5: (115.5/0.8, lift 18.8)
    PC1 > -0.7608647
    PC7 > -0.9640536
    PC15 > -0.2097452
    PC18 > 1.059375
    PC22 > -0.3330673
    PC35 <= 0.4312338
    PC39 <= 0.8584095
    PC69 > -3.640316
    PC76 <= 0.5309201
    PC84 > 0.3188441
    ->  class 0\|0  [0.985]

Rule 53/6: (59.4, lift 18.7)
    PC15 > -0.2097452
    PC18 > 1.059375
    PC21 > 0.1626203
    PC21 <= 0.4791392
    PC39 <= 0.8584095
    PC58 > -1.082893
    PC84 <= 0.3188441
    PC87 <= 0.3121256
    PC94 <= 2.988182
    ->  class 0\|0  [0.984]

Rule 53/7: (59, lift 18.7)
    PC2 > 2.5099
    PC5 <= 1.912418
    PC18 > 1.059375
    PC22 > -0.3330673
    PC35 <= 0.4312338
    PC53 > 1.939603
    ->  class 0\|0  [0.984]

Rule 53/8: (57.5, lift 18.7)
    PC7 > -0.9640536
    PC18 > 1.059375
    PC22 > -0.3330673
    PC39 <= 0.8584095
    PC58 > -1.082893
    PC58 <= -0.9601887
    PC70 <= 0.2250143
    ->  class 0\|0  [0.983]

Rule 53/9: (54.9, lift 18.7)
    PC3 > -0.6656461
    PC17 > -0.264261
    PC18 > 1.059375
    PC22 > -0.3330673
    PC31 > -0.2922627
    ->  class 0\|0  [0.982]

Rule 53/10: (52.7, lift 18.7)
    PC2 > 2.5099
    PC5 <= 1.912418
    PC7 > -0.9640536
    PC14 > -0.7352768
    PC18 > -0.3695138
    PC22 > -0.3330673
    PC39 <= 0.8584095
    PC58 > -1.082893
    PC73 > 0.7797525
    PC84 <= 0.3188441
    ->  class 0\|0  [0.982]

Rule 53/11: (57.2/0.3, lift 18.6)
    PC7 > -0.9640536
    PC13 <= -0.5371296
    PC17 > -0.264261
    PC18 > 1.059375
    PC35 <= 0.4312338
    PC43 <= -1.190145
    PC53 > -1.012046
    PC58 > -1.082893
    PC94 <= 2.988182
    ->  class 0\|0  [0.977]

Rule 53/12: (38, lift 18.6)
    PC5 <= 1.912418
    PC7 > -0.9640536
    PC17 > -0.264261
    PC18 > 1.059375
    PC22 > -0.3330673
    PC38 > -0.6754741
    PC38 <= -0.6243031
    ->  class 0\|0  [0.975]

Rule 53/13: (80.4/1, lift 18.6)
    PC2 > 2.5099
    PC5 <= 1.912418
    PC7 > -0.9640536
    PC17 > -0.264261
    PC22 > -0.3330673
    PC35 <= 0.4312338
    PC39 <= 0.8584095
    PC48 > 0.4543721
    PC53 > -1.012046
    PC87 <= 0.3121256
    ->  class 0\|0  [0.975]

Rule 53/14: (33, lift 18.5)
    PC5 <= 1.912418
    PC7 > -0.9640536
    PC17 > -0.264261
    PC18 > 1.059375
    PC22 > -0.3330673
    PC28 <= -2.199023
    PC58 > -1.082893
    ->  class 0\|0  [0.971]

Rule 53/15: (32.6, lift 18.5)
    PC5 <= 1.912418
    PC7 > -0.9640536
    PC15 > -0.2097452
    PC15 <= 0.9186463
    PC17 > -0.264261
    PC18 > 1.059375
    PC35 <= 0.4312338
    PC39 > -1.099381
    PC39 <= 0.8584095
    PC70 > 0.07854509
    PC76 <= 0.5309201
    PC87 <= 0.2345016
    ->  class 0\|0  [0.971]

Rule 53/16: (38.6/0.2, lift 18.5)
    PC8 <= 0.2398475
    PC18 > 1.059375
    PC31 > -0.2922627
    PC35 <= 0.4312338
    PC38 > -0.6754741
    PC53 > -1.012046
    PC58 > -1.082893
    PC76 <= 0.5309201
    PC87 > 0.2345016
    PC87 <= 0.3121256
    ->  class 0\|0  [0.971]

Rule 53/17: (42.3/0.3, lift 18.5)
    PC2 > 2.5099
    PC7 > -0.9640536
    PC14 > -0.7352768
    PC18 > 1.059375
    PC22 > -0.3330673
    PC35 <= 0.4312338
    PC39 <= 0.8584095
    PC76 <= 0.5309201
    PC79 <= -2.054516
    ->  class 0\|0  [0.970]

Rule 53/18: (28.9, lift 18.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC5 <= -0.7206238
    PC18 > 1.059375
    PC35 <= 0.4312338
    PC39 <= 0.8584095
    ->  class 0\|0  [0.968]

Rule 53/19: (62.8/1.3, lift 18.4)
    PC5 <= 1.912418
    PC15 <= 0.9186463
    PC18 > 1.059375
    PC22 > -0.3330673
    PC23 <= -0.7943376
    PC38 > -0.6754741
    PC39 > -1.099381
    PC39 <= 0.8584095
    PC58 > -1.082893
    PC77 <= 0.3982634
    ->  class 0\|0  [0.965]

Rule 53/20: (35.6/0.3, lift 18.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 > -0.9640536
    PC8 > 0.2398475
    PC18 > -0.3695138
    PC22 > -0.3330673
    PC58 > -1.082893
    ->  class 0\|0  [0.965]

Rule 53/21: (22, lift 18.2)
    PC1 > -0.7608647
    PC7 > -0.9640536
    PC17 > -0.264261
    PC18 > 1.059375
    PC22 > -0.3330673
    PC32 <= -0.6841727
    PC35 <= 0.4312338
    PC76 <= 0.5309201
    PC87 <= 0.3121256
    ->  class 0\|0  [0.957]

Rule 53/22: (82.2/2.8, lift 18.2)
    PC5 <= 1.912418
    PC7 > -0.9640536
    PC18 > 1.059375
    PC21 <= 0.4791392
    PC22 > -0.3330673
    PC35 <= 0.4312338
    PC77 > 0.3982634
    ->  class 0\|0  [0.955]

Rule 53/23: (49.6/1.6, lift 18.1)
    PC1 <= -0.7608647
    PC2 > 2.5099
    PC5 <= 1.912418
    PC7 > -0.9640536
    PC18 > 1.059375
    PC22 > -0.3330673
    PC35 <= 0.4312338
    PC39 <= 0.8584095
    PC43 > -1.190145
    PC76 <= 0.5309201
    ->  class 0\|0  [0.949]

Rule 53/24: (17.6, lift 18.1)
    PC10 <= -7.275247
    PC18 > 1.059375
    PC31 > -0.2922627
    ->  class 0\|0  [0.949]

Rule 53/25: (194/10.9, lift 17.9)
    PC5 <= 1.912418
    PC18 > 1.059375
    PC21 <= 0.4791392
    PC22 > -0.3330673
    PC53 <= -1.012046
    PC56 <= 1.199871
    ->  class 0\|0  [0.939]

Rule 53/26: (67.2/4.2, lift 17.6)
    PC1 > -0.7608647
    PC5 <= 1.912418
    PC18 > 1.059375
    PC23 <= -1.175824
    PC31 > -0.2922627
    PC35 <= 0.4312338
    PC48 <= 0.4543721
    PC66 > -1.041652
    PC77 <= 0.3982634
    PC87 > -0.1403757
    PC87 <= 0.3121256
    ->  class 0\|0  [0.925]

Rule 53/27: (6.5, lift 16.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -0.3695138
    PC18 <= -0.3633127
    PC22 > -0.3330673
    ->  class 0\|0  [0.882]

Rule 53/28: (23.6/2.6, lift 16.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC14 > -0.7352768
    PC17 > -3.514541
    PC18 > -0.3695138
    PC18 <= 1.059375
    PC22 > -0.3330673
    PC67 > 0.5365798
    PC81 > -1.84261
    ->  class 0\|0  [0.858]

Rule 53/29: (3.8, lift 15.8)
    PC14 > -0.7352768
    PC18 > 1.059375
    PC22 > 5.317678
    PC35 <= 0.4312338
    ->  class 0\|0  [0.828]

Rule 53/30: (10.5/1.2, lift 15.7)
    PC2 > 2.5099
    PC7 <= -0.9640536
    PC18 > 1.059375
    PC75 > 0.1302689
    ->  class 0\|0  [0.823]

Rule 53/31: (39.3/6.9, lift 15.4)
    PC2 > 2.5099
    PC14 <= -0.7352768
    PC18 > -0.3695138
    PC39 > 2.516853
    PC94 <= 2.988182
    ->  class 0\|0  [0.810]

Rule 53/32: (16.6/3.9, lift 14.1)
    PC2 > 2.5099
    PC14 > -0.7352768
    PC18 > -0.3695138
    PC22 <= -0.3330673
    PC39 > -2.258128
    PC46 <= 2.26159
    PC72 <= 0.303648
    PC88 > 2.88609
    PC94 <= 2.988182
    ->  class 0\|0  [0.739]

Rule 53/33: (28.6/9.9, lift 12.3)
    PC2 > 2.5099
    PC14 > -0.7352768
    PC18 > -0.3695138
    PC39 <= -2.258128
    PC40 > -1.292104
    PC72 <= 0.303648
    ->  class 0\|0  [0.644]

Rule 53/34: (63/1.4, lift 10.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 > -1.630364
    PC8 > 0.1224632
    PC18 > -1.136285
    PC18 <= -0.3695138
    PC67 > -0.0693355
    ->  class 0\|1  [0.963]

Rule 53/35: (76.6/3.2, lift 10.1)
    PC2 > 2.5099
    PC3 > -1.953879
    PC3 <= 1.640775
    PC6 > -1.630364
    PC18 > -1.136285
    PC18 <= -0.3695138
    PC28 <= -0.05898223
    PC55 > 0.1400903
    ->  class 0\|1  [0.946]

Rule 53/36: (13.9, lift 10.0)
    PC18 <= -0.3695138
    PC53 > -1.030605
    PC55 <= 0.8780612
    PC78 > 2.841389
    PC79 > -0.2786686
    ->  class 0\|1  [0.937]

Rule 53/37: (26.2/0.9, lift 9.9)
    PC3 <= 1.640775
    PC15 > 0.6110314
    PC18 <= -1.136285
    PC55 > 0.8780612
    ->  class 0\|1  [0.934]

Rule 53/38: (11, lift 9.7)
    PC2 > 2.5099
    PC43 <= -1.917052
    PC51 > 0.8830279
    PC55 <= 0.8780612
    PC78 <= 2.841389
    ->  class 0\|1  [0.916]

Rule 53/39: (9.8, lift 9.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -1.136285
    PC18 <= -0.3695138
    PC78 > 2.204419
    ->  class 0\|1  [0.912]

Rule 53/40: (27.8/11.3, lift 6.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 <= -1.630364
    PC18 <= -0.3695138
    ->  class 0\|1  [0.588]

Rule 53/41: (3495.2/1802.1, lift 5.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -0.3695138
    PC46 <= 2.26159
    PC94 <= 2.988182
    ->  class 0\|1  [0.484]

Rule 53/42: (92.2, lift 8.7)
    PC3 <= 1.640775
    PC18 <= -1.136285
    PC22 <= 2.537433
    PC35 > -0.3769619
    PC37 <= -0.7631932
    PC39 > -0.8562604
    PC40 > -2.911253
    PC47 <= 1.888896
    PC66 > -0.3374136
    PC75 <= 0.481412
    PC86 <= 1.834453
    ->  class 0\|2  [0.989]

Rule 53/43: (89.3, lift 8.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC5 > 2.75214
    PC6 > -1.630364
    PC16 <= 2.936707
    PC18 <= -0.3695138
    PC39 > -0.8562604
    PC77 <= 1.10058
    ->  class 0\|2  [0.989]

Rule 53/44: (91.6/0.3, lift 8.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC14 <= 0.4858649
    PC17 > -3.514541
    PC18 > -0.3695138
    PC18 <= 1.059375
    PC22 > -0.3330673
    PC46 <= 2.26159
    PC47 > -0.7059371
    PC61 > -0.6688709
    PC79 > 0.3188861
    ->  class 0\|2  [0.986]

Rule 53/45: (99/1.5, lift 8.6)
    PC2 > 2.5099
    PC14 > -0.7352768
    PC18 > -0.3695138
    PC22 <= -0.3330673
    PC40 <= -1.292104
    PC61 > -0.2762196
    PC68 > -1.156515
    PC72 <= 0.303648
    ->  class 0\|2  [0.976]

Rule 53/46: (135.4/2.9, lift 8.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC14 <= -0.7352768
    PC17 > -1.327441
    PC18 > -0.3695138
    PC39 <= 2.516853
    PC44 <= 1.163643
    ->  class 0\|2  [0.972]

Rule 53/47: (34.2, lift 8.5)
    PC6 <= -0.1476273
    PC18 > -0.3695138
    PC22 <= -0.3330673
    PC39 > -2.258128
    PC52 > 2.264059
    PC65 > -2.560152
    PC66 > -0.938536
    ->  class 0\|2  [0.972]

Rule 53/48: (88.5/2.5, lift 8.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC17 <= -0.334144
    PC18 > -0.3695138
    PC22 <= -0.3330673
    PC46 <= 2.26159
    PC66 > -0.938536
    PC72 <= 0.303648
    PC91 <= 0.1353041
    ->  class 0\|2  [0.961]

Rule 53/49: (28.5/0.3, lift 8.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC14 > -0.7352768
    PC14 <= -0.4440857
    PC18 > -0.3695138
    PC22 <= -0.3330673
    ->  class 0\|2  [0.957]

Rule 53/50: (35.2/0.6, lift 8.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC11 > 0.08225611
    PC39 <= -0.8562604
    PC40 > -2.911253
    PC73 <= 2.287993
    PC81 <= 1.744475
    ->  class 0\|2  [0.956]

Rule 53/51: (152.5/6.1, lift 8.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC14 <= 0.4858649
    PC17 > -3.514541
    PC18 > -0.3695138
    PC18 <= 1.059375
    PC43 > 0.08197448
    PC67 <= 0.5365798
    PC81 > -1.84261
    ->  class 0\|2  [0.954]

Rule 53/52: (19, lift 8.4)
    PC2 > 2.5099
    PC18 > 1.059375
    PC19 > 0.01074242
    PC21 > 0.4791392
    PC35 <= 0.4312338
    PC69 > -3.640316
    ->  class 0\|2  [0.952]

Rule 53/53: (17, lift 8.3)
    PC2 > 2.5099
    PC14 > 0.4858649
    PC18 > -0.3695138
    PC18 <= 1.059375
    PC22 > -0.3330673
    PC53 > 1.34839
    ->  class 0\|2  [0.947]

Rule 53/54: (15.7, lift 8.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 <= -0.1476273
    PC11 <= -0.2261316
    PC22 <= -0.3330673
    PC39 > -2.258128
    PC66 > -0.938536
    ->  class 0\|2  [0.943]

Rule 53/55: (14.6, lift 8.3)
    PC2 > 2.5099
    PC17 <= -0.334144
    PC22 <= -0.3330673
    PC36 <= -2.851057
    PC66 > -0.938536
    PC71 <= 0.03272932
    ->  class 0\|2  [0.940]

Rule 53/56: (52.2/2.2, lift 8.3)
    PC2 > 2.5099
    PC14 > -0.7352768
    PC17 > -3.514541
    PC18 <= 1.059375
    PC22 > -0.3330673
    PC67 <= 0.5365798
    PC73 <= -2.03583
    ->  class 0\|2  [0.940]

Rule 53/57: (82.6/5.3, lift 8.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC17 <= -0.334144
    PC18 > -0.3695138
    PC22 <= -0.3330673
    PC39 > -2.258128
    PC46 <= 2.26159
    PC71 > 0.03272932
    PC83 <= 0.5351078
    ->  class 0\|2  [0.925]

Rule 53/58: (48.9/3.7, lift 8.0)
    PC2 > 2.5099
    PC18 > -0.3695138
    PC46 <= 2.26159
    PC65 <= -2.560152
    PC98 <= 2.203675
    ->  class 0\|2  [0.908]

Rule 53/59: (131.2/13.8, lift 7.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC10 > -2.672382
    PC14 > -0.7352768
    PC18 > -0.3695138
    PC22 <= -0.3330673
    PC36 <= 5.795026
    PC67 > -0.3405957
    PC72 > 0.303648
    PC88 > -1.935161
    PC94 <= 2.988182
    ->  class 0\|2  [0.889]

Rule 53/60: (22.1/2.2, lift 7.6)
    PC5 > 1.912418
    PC18 > 1.059375
    PC21 <= 0.4791392
    PC22 > -0.3330673
    PC28 > 0.9377012
    PC35 <= 0.4312338
    PC46 <= 2.26159
    PC69 > -3.640316
    ->  class 0\|2  [0.866]

Rule 53/61: (40.3/5.2, lift 7.5)
    PC2 > 2.5099
    PC6 <= -0.1476273
    PC14 > -0.7352768
    PC18 > -0.3695138
    PC22 <= -0.3330673
    PC40 > -1.292104
    PC46 <= 2.26159
    PC72 <= 0.303648
    PC83 > 0.5351078
    ->  class 0\|2  [0.853]

Rule 53/62: (56.7/9.1, lift 7.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -0.3695138
    PC22 > -0.3330673
    PC69 <= -3.640316
    ->  class 0\|2  [0.828]

Rule 53/63: (28/13.5, lift 4.5)
    PC2 > 2.5099
    PC18 > -0.3695138
    PC94 > 2.988182
    ->  class 0\|2  [0.517]

Rule 53/64: (8119.1/5848.4, lift 2.5)
    PC2 > 2.5099
    ->  class 0\|2  [0.280]

Rule 53/65: (85.4, lift 11.7)
    PC3 <= 1.640775
    PC18 <= -1.136285
    PC28 > -1.425636
    PC39 <= 2.355772
    PC78 <= 2.841389
    PC84 <= 0.8683419
    PC86 > 1.834453
    PC90 <= 1.624293
    ->  class 0\|3  [0.989]

Rule 53/66: (88/0.5, lift 11.6)
    PC3 <= 1.640775
    PC4 <= 9.305666
    PC10 <= 2.372984
    PC17 <= -0.9437485
    PC18 <= -1.136285
    PC24 <= -1.123601
    PC39 <= 2.355772
    PC55 <= 0.8780612
    PC61 > -0.3673702
    PC70 <= 2.671518
    PC75 <= 0.4450211
    PC78 <= 2.841389
    PC84 <= 0.8683419
    PC87 > -1.036039
    ->  class 0\|3  [0.984]

Rule 53/67: (158.2/1.7, lift 11.6)
    PC3 <= 1.640775
    PC4 > -8.177876
    PC4 <= 1.615468
    PC18 <= -1.136285
    PC19 > -0.0917671
    PC28 > -1.425636
    PC28 <= 3.256614
    PC60 <= 0.9504896
    PC61 > -0.3673702
    PC69 > 0.6240178
    PC79 <= 2.061678
    PC99 > -0.9776424
    ->  class 0\|3  [0.983]

Rule 53/68: (73/0.2, lift 11.6)
    PC3 <= 1.640775
    PC4 > -8.177876
    PC4 <= 9.305666
    PC18 <= -1.136285
    PC28 > -1.425636
    PC39 <= 2.355772
    PC47 <= 1.888896
    PC81 <= 1.744475
    PC90 <= 1.624293
    PC91 > 1.347156
    ->  class 0\|3  [0.983]

Rule 53/69: (61.4/0.1, lift 11.6)
    PC3 <= 1.640775
    PC18 <= -0.3695138
    PC20 > 4.871992
    PC22 <= 2.537433
    ->  class 0\|3  [0.983]

Rule 53/70: (51.1, lift 11.6)
    PC3 <= 1.640775
    PC18 <= -0.3695138
    PC56 <= -7.906567
    ->  class 0\|3  [0.981]

Rule 53/71: (50.6, lift 11.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC5 <= 2.75214
    PC18 <= -0.3695138
    PC22 <= 2.537433
    PC54 <= -2.607517
    PC73 <= 2.287993
    PC78 <= 2.841389
    ->  class 0\|3  [0.981]

Rule 53/72: (49.4, lift 11.6)
    PC5 <= 2.75214
    PC10 > 2.372984
    PC17 <= -0.9437485
    PC18 <= -1.136285
    PC28 > -1.425636
    PC33 <= 4.564105
    PC39 > -0.8562604
    PC50 <= 0.9698194
    PC54 > -2.607517
    PC60 <= 0.9504896
    PC84 <= 0.8683419
    ->  class 0\|3  [0.981]

Rule 53/73: (56.7/0.2, lift 11.6)
    PC4 > -7.08523
    PC5 <= 2.75214
    PC13 > -0.949329
    PC17 <= -0.9437485
    PC18 > -2.154652
    PC18 <= -1.136285
    PC19 > -0.0917671
    PC28 > -1.425636
    PC37 > -0.7631932
    PC39 > -0.8562604
    PC43 > -0.5728426
    PC61 > -0.3673702
    PC68 > -0.05995467
    PC94 <= 0.476174
    PC99 > -0.9776424
    ->  class 0\|3  [0.980]

Rule 53/74: (119.2/1.7, lift 11.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC5 <= 2.75214
    PC18 <= -1.136285
    PC28 > -1.425636
    PC28 <= 3.256614
    PC39 <= 2.355772
    PC61 > -0.3673702
    PC75 > 0.481412
    PC77 <= 1.10058
    PC79 <= 2.061678
    ->  class 0\|3  [0.978]

Rule 53/75: (82.6/1.1, lift 11.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 > -8.177876
    PC5 <= 2.75214
    PC18 <= -1.136285
    PC39 <= 2.355772
    PC90 > 1.624293
    ->  class 0\|3  [0.976]

Rule 53/76: (37.5, lift 11.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 <= 9.305666
    PC5 <= 2.75214
    PC18 <= -0.3695138
    PC35 > -0.3769619
    PC37 <= -0.7631932
    PC39 > -0.8562604
    PC66 <= -0.3374136
    PC75 <= 0.481412
    PC81 <= 1.744475
    PC90 <= 1.624293
    ->  class 0\|3  [0.975]

Rule 53/77: (245/5.2, lift 11.5)
    PC4 > -7.08523
    PC13 > -1.123398
    PC13 <= 1.174005
    PC18 <= -2.154652
    PC19 > -0.0917671
    PC24 > -1.055442
    PC26 <= 1.178837
    PC37 > -0.7631932
    PC39 > -0.8562604
    PC43 > -1.917052
    PC51 > -1.052437
    PC58 <= 2.342078
    PC60 <= 0.9504896
    PC61 > -0.3673702
    PC70 > -0.749936
    PC75 > -0.2669877
    PC87 > -1.036039
    PC94 <= 0.476174
    ->  class 0\|3  [0.975]

Rule 53/78: (35.7, lift 11.5)
    PC5 <= 2.75214
    PC18 <= -1.136285
    PC39 > -0.8562604
    PC70 > 3.325685
    PC78 <= 2.841389
    ->  class 0\|3  [0.973]

Rule 53/79: (36, lift 11.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 > -1.630364
    PC15 <= 0.6110314
    PC18 <= -0.3695138
    PC55 > 0.8780612
    ->  class 0\|3  [0.973]

Rule 53/80: (34.1, lift 11.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -0.3695138
    PC46 > 2.26159
    ->  class 0\|3  [0.972]

Rule 53/81: (72.4/1.2, lift 11.5)
    PC2 > 2.5099
    PC4 <= 9.305666
    PC18 <= -1.136285
    PC28 > -1.425636
    PC35 <= -0.3769619
    PC37 <= -0.7631932
    ->  class 0\|3  [0.970]

Rule 53/82: (30.8, lift 11.5)
    PC3 <= 1.640775
    PC17 <= -0.9437485
    PC18 <= -0.3695138
    PC37 > 0.6275831
    PC43 > -1.917052
    PC61 > -0.3673702
    PC69 <= 0.6240178
    PC81 <= 1.744475
    PC94 > 0.476174
    ->  class 0\|3  [0.970]

Rule 53/83: (30.3, lift 11.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 <= 9.305666
    PC5 <= 2.75214
    PC16 <= 0.3481089
    PC18 <= -1.136285
    PC43 > -1.917052
    PC61 <= -0.3673702
    PC78 <= 2.841389
    PC81 <= 1.744475
    ->  class 0\|3  [0.969]

Rule 53/84: (94.3/2, lift 11.5)
    PC3 <= 1.640775
    PC4 > -8.177876
    PC5 <= 1.87946
    PC13 > 1.228332
    PC17 <= -0.9437485
    PC18 <= -0.3695138
    PC28 <= 3.256614
    PC33 <= 4.564105
    PC37 > -0.7631932
    PC39 <= 2.355772
    PC50 <= 0.9698194
    PC61 > -0.3673702
    PC99 > -0.9776424
    ->  class 0\|3  [0.969]

Rule 53/85: (181.2/4.9, lift 11.5)
    PC7 > -0.9704399
    PC11 <= 0.08225611
    PC18 <= -1.136285
    PC39 <= -0.8562604
    PC48 <= 0.5333741
    PC78 <= 2.841389
    ->  class 0\|3  [0.968]

Rule 53/86: (35.1/0.2, lift 11.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 <= -0.3695138
    PC22 > 2.537433
    PC56 > -5.911789
    ->  class 0\|3  [0.966]

Rule 53/87: (42/0.8, lift 11.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 <= -1.136285
    PC40 > -2.911253
    PC43 > -1.917052
    PC77 > 1.10058
    PC78 <= 2.841389
    ->  class 0\|3  [0.960]

Rule 53/88: (161.7/5.8, lift 11.3)
    PC3 <= 1.640775
    PC4 > -7.08523
    PC13 > -1.123398
    PC18 <= -2.154652
    PC24 > -1.055442
    PC26 <= 1.178837
    PC33 <= 4.564105
    PC37 > 0.1435111
    PC39 > -0.8562604
    PC43 > -1.917052
    PC61 > -0.3673702
    PC66 <= -0.1009636
    PC70 > -0.749936
    PC87 > -1.036039
    PC94 <= 0.476174
    ->  class 0\|3  [0.958]

Rule 53/89: (19.5, lift 11.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC15 <= -1.325352
    PC18 > -1.136285
    PC18 <= -0.3695138
    ->  class 0\|3  [0.953]

Rule 53/90: (26.4/0.3, lift 11.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC10 > -2.672382
    PC14 > -0.7352768
    PC22 <= -0.3330673
    PC72 > 0.303648
    PC88 <= -1.935161
    ->  class 0\|3  [0.953]

Rule 53/91: (60.6/2, lift 11.3)
    PC13 > -1.123398
    PC17 <= -0.9437485
    PC18 <= -1.136285
    PC28 > -1.425636
    PC37 > -0.7631932
    PC43 > -1.917052
    PC61 > -0.3673702
    PC79 <= 2.061678
    PC81 > 0.1428901
    PC94 > 0.476174
    ->  class 0\|3  [0.952]

Rule 53/92: (16.6, lift 11.2)
    PC18 > -1.136285
    PC18 <= -0.3695138
    PC20 <= -4.747729
    ->  class 0\|3  [0.946]

Rule 53/93: (49.5/2.1, lift 11.1)
    PC2 > 2.5099
    PC18 <= -1.136285
    PC55 <= 0.8780612
    PC73 > 2.287993
    PC78 <= 2.841389
    ->  class 0\|3  [0.939]

Rule 53/94: (14.8, lift 11.1)
    PC2 > 2.5099
    PC8 <= 0.1224632
    PC18 > -1.136285
    PC18 <= -0.3695138
    PC44 > 1.216121
    ->  class 0\|3  [0.936]

Rule 53/95: (62.4/3.1, lift 11.1)
    PC2 > 2.5099
    PC14 <= -0.7352768
    PC17 <= -1.327441
    PC18 > -0.3695138
    ->  class 0\|3  [0.936]

Rule 53/96: (97.4/6.3, lift 11.0)
    PC3 <= 1.640775
    PC4 > -7.08523
    PC5 <= 2.75214
    PC13 > -0.949329
    PC17 <= -0.9437485
    PC18 > -2.154652
    PC18 <= -1.136285
    PC19 > -0.0917671
    PC37 > -0.7631932
    PC39 > -0.8562604
    PC43 > -0.5728426
    PC61 > -0.3673702
    PC65 <= 0.4624855
    PC79 <= 2.061678
    PC94 <= 0.476174
    PC99 > -0.9776424
    ->  class 0\|3  [0.926]

Rule 53/97: (82.3/5.4, lift 10.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 > -8.177876
    PC4 <= 9.305666
    PC10 > -1.237648
    PC18 <= -1.136285
    PC28 > -1.425636
    PC54 > -2.607517
    PC61 <= -0.3673702
    PC70 <= 2.671518
    PC78 <= 2.841389
    PC84 <= 0.8683419
    PC90 <= 1.624293
    ->  class 0\|3  [0.925]

Rule 53/98: (41.7/2.3, lift 10.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC14 > -0.7352768
    PC22 <= -0.3330673
    PC65 > -2.560152
    PC67 <= -0.3405957
    PC72 > 0.303648
    ->  class 0\|3  [0.924]

Rule 53/99: (9.5, lift 10.8)
    PC4 > -8.177876
    PC4 <= -7.08523
    PC13 > -1.123398
    PC13 <= -1.056064
    PC18 <= -0.3695138
    ->  class 0\|3  [0.913]

Rule 53/100: (8.1, lift 10.7)
    PC4 > -8.177876
    PC4 <= -7.08523
    PC18 <= -1.136285
    PC26 <= 1.178837
    PC28 > -1.425636
    PC37 > -0.7631932
    PC50 > 0.3706526
    PC50 <= 0.9698194
    ->  class 0\|3  [0.901]

Rule 53/101: (21.6/1.4, lift 10.7)
    PC2 > 2.5099
    PC22 <= -0.3330673
    PC40 <= -1.292104
    PC61 <= -0.2762196
    PC72 <= 0.303648
    PC94 <= 2.988182
    ->  class 0\|3  [0.900]

Rule 53/102: (8, lift 10.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC17 <= -3.514541
    PC18 > -0.3695138
    ->  class 0\|3  [0.900]

Rule 53/103: (7.7, lift 10.6)
    PC4 > -8.177876
    PC4 <= -7.08523
    PC18 <= -1.136285
    PC26 <= 1.178837
    PC44 > 0.5483401
    PC50 <= 0.9698194
    PC61 > -0.3673702
    ->  class 0\|3  [0.897]

Rule 53/104: (7.1, lift 10.5)
    PC2 > 2.5099
    PC6 > -1.630364
    PC18 > -1.136285
    PC18 <= -0.3695138
    PC71 > 1.267219
    ->  class 0\|3  [0.890]

Rule 53/105: (6.9, lift 10.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC8 > 0.1224632
    PC18 > -1.136285
    PC18 <= -0.3695138
    PC75 > 0.3462674
    ->  class 0\|3  [0.888]

Rule 53/106: (6.6, lift 10.5)
    PC4 > -8.177876
    PC5 <= 2.75214
    PC10 <= -1.237648
    PC18 <= -1.136285
    PC43 <= -0.7014652
    PC61 <= -0.3673702
    ->  class 0\|3  [0.884]

Rule 53/107: (5.2, lift 10.2)
    PC2 > 2.5099
    PC18 > -1.136285
    PC18 <= -0.3695138
    PC50 > 1.140365
    ->  class 0\|3  [0.862]

Rule 53/108: (4.4, lift 10.0)
    PC14 > -0.7352768
    PC36 > 5.795026
    PC72 > 0.303648
    ->  class 0\|3  [0.845]

Rule 53/109: (82.7/14.7, lift 9.6)
    PC2 > 2.5099
    PC15 > -1.325352
    PC18 <= -0.3695138
    PC20 > -4.747729
    PC42 > 2.341977
    PC44 <= 1.216121
    PC71 <= 1.267219
    ->  class 0\|3  [0.814]

Rule 53/110: (4.5/0.2, lift 9.6)
    PC2 > 2.5099
    PC2 <= 2.874486
    PC3 <= 1.640775
    PC94 > 0.476174
    ->  class 0\|3  [0.809]

Rule 53/111: (106.1, lift 22.5)
    PC8 <= 1.683145
    PC16 <= -5.311409
    PC51 > 0.6706642
    PC89 > -0.2256902
    ->  class 1\|0  [0.991]

Rule 53/112: (70.1, lift 22.4)
    PC2 <= 2.5099
    PC13 <= 0.2095596
    PC16 <= -1.588202
    PC31 > 0.4343889
    PC31 <= 1.114247
    PC58 <= 0.04086615
    PC99 <= 1.432967
    ->  class 1\|0  [0.986]

Rule 53/113: (74.3/0.3, lift 22.3)
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC24 > 2.878761
    PC87 <= 0.02773845
    ->  class 1\|0  [0.983]

Rule 53/114: (47.1, lift 22.2)
    PC1 > -0.4334595
    PC2 <= 2.5099
    PC3 > 0.09497605
    PC30 <= -0.7061402
    PC73 > 0.021124
    ->  class 1\|0  [0.980]

Rule 53/115: (48.4, lift 22.2)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC24 <= 2.878761
    PC67 <= -0.5438395
    PC78 > -0.8248965
    ->  class 1\|0  [0.980]

Rule 53/116: (40.7, lift 22.1)
    PC1 > -0.4334595
    PC2 <= 2.5099
    PC7 > -10.12877
    PC8 > -0.2284522
    PC16 <= -1.588202
    PC51 <= 1.156279
    PC58 <= 0.04086615
    PC84 <= -0.3212972
    ->  class 1\|0  [0.977]

Rule 53/117: (87.4/1.2, lift 22.1)
    PC2 <= 2.5099
    PC3 <= -3.702978
    PC9 > -0.1601986
    PC10 <= 1.030518
    PC69 <= 0.2200295
    ->  class 1\|0  [0.976]

Rule 53/118: (120.8/2.4, lift 22.0)
    PC1 > -0.4334595
    PC2 <= 2.5099
    PC10 <= -0.1625412
    PC13 <= 0.2095596
    PC16 <= -1.588202
    PC31 <= 1.114247
    ->  class 1\|0  [0.973]

Rule 53/119: (57/1, lift 21.9)
    PC1 > -0.4334595
    PC2 <= 2.5099
    PC3 > 0.09497605
    PC5 <= 10.15818
    PC12 <= 2.986485
    PC16 <= 0.8861174
    PC18 <= 0.2238859
    PC19 > -1.235424
    PC19 <= 1.915938
    PC38 <= 0.06805414
    PC99 <= -0.4697019
    ->  class 1\|0  [0.966]

Rule 53/120: (272.4/9.2, lift 21.8)
    PC13 <= 0.2095596
    PC15 <= -3.542519
    PC16 <= -1.588202
    PC19 > 1.553915
    ->  class 1\|0  [0.963]

Rule 53/121: (22.2, lift 21.7)
    PC1 > -0.4334595
    PC2 <= 2.5099
    PC13 <= 0.2095596
    PC16 <= -1.588202
    PC31 <= 1.114247
    PC38 <= -0.2318162
    PC58 <= 0.04086615
    PC99 <= 1.432967
    ->  class 1\|0  [0.959]

Rule 53/122: (40.6/0.9, lift 21.7)
    PC2 <= 2.5099
    PC7 > -10.12877
    PC13 <= 0.2095596
    PC16 <= -1.588202
    PC51 <= 1.156279
    PC99 > 1.432967
    ->  class 1\|0  [0.956]

Rule 53/123: (10.4, lift 20.8)
    PC1 > -0.4334595
    PC3 > 0.09497605
    PC15 <= -1.99789
    PC16 > -1.588202
    PC16 <= 0.8861174
    PC18 <= 0.2238859
    PC19 > -1.235424
    ->  class 1\|0  [0.919]

Rule 53/124: (28.9/2.3, lift 20.2)
    PC1 > -0.4334595
    PC13 <= 0.2095596
    PC16 <= -1.588202
    PC21 > 0.75994
    PC31 <= 1.114247
    ->  class 1\|0  [0.892]

Rule 53/125: (49.4/4.7, lift 20.2)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC99 <= -0.4304281
    ->  class 1\|0  [0.889]

Rule 53/126: (16.5/2.5, lift 18.4)
    PC2 <= 2.5099
    PC16 <= -1.588202
    PC51 <= 1.156279
    PC87 <= -0.9873593
    ->  class 1\|0  [0.810]

Rule 53/127: (3.9/0.6, lift 16.6)
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC70 > 1.537228
    PC100 > -0.7740685
    ->  class 1\|0  [0.734]

Rule 53/128: (104.2/42.8, lift 13.3)
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC24 <= 2.878761
    PC99 > -0.4304281
    PC100 <= -0.7740685
    ->  class 1\|0  [0.587]

Rule 53/129: (168/85.8, lift 11.1)
    PC1 > -0.4334595
    PC2 <= 2.5099
    PC3 > 0.09497605
    PC34 <= -0.999545
    ->  class 1\|0  [0.490]

Rule 53/130: (131.7, lift 16.3)
    PC1 > -0.4334595
    PC2 <= 2.5099
    PC3 > 0.09497605
    PC5 <= 10.15818
    PC15 > -1.99789
    PC16 > -1.588202
    PC16 <= 0.8861174
    PC18 <= 0.2238859
    PC19 > -1.235424
    PC19 <= 1.915938
    PC26 <= 0.8402635
    PC38 <= 0.06805414
    PC99 > -0.4697019
    ->  class 1\|1  [0.993]

Rule 53/131: (190/0.6, lift 16.3)
    PC2 <= 2.5099
    PC8 > -0.2284522
    PC10 > -0.1625412
    PC15 > -3.542519
    PC16 <= -1.588202
    PC24 <= 2.620331
    PC31 <= 0.4343889
    PC38 > -0.2318162
    PC51 <= 1.156279
    PC84 > -0.3212972
    PC86 > -0.9033735
    PC87 > -0.9873593
    PC95 > -0.6217793
    PC99 <= 1.432967
    ->  class 1\|1  [0.991]

Rule 53/132: (111, lift 16.3)
    PC1 > -0.4334595
    PC12 > 2.986485
    PC16 > -1.588202
    PC18 <= -0.4300101
    ->  class 1\|1  [0.991]

Rule 53/133: (268.2/3.6, lift 16.1)
    PC1 > -0.4334595
    PC2 <= 2.5099
    PC8 > -0.2284522
    PC10 > -0.1625412
    PC15 > -3.542519
    PC16 <= -1.588202
    PC21 <= 0.75994
    PC24 <= 2.620331
    PC40 <= 1.135067
    PC51 <= 1.156279
    PC58 > 0.04086615
    PC86 > -0.9033735
    PC99 <= 1.432967
    ->  class 1\|1  [0.983]

Rule 53/134: (27.5, lift 15.8)
    PC1 > 13.61654
    PC3 <= 0.09497605
    PC9 <= -0.1601986
    PC19 > -1.59841
    ->  class 1\|1  [0.966]

Rule 53/135: (20.3, lift 15.7)
    PC1 > -0.4334595
    PC2 <= 2.5099
    PC3 > -3.702978
    PC3 <= 0.09497605
    PC4 <= 1.973993
    PC9 > -0.1601986
    PC10 <= 1.030518
    PC16 > -1.588202
    PC89 <= 0.7748538
    ->  class 1\|1  [0.955]

Rule 53/136: (28.8/0.6, lift 15.6)
    PC1 > -0.4334595
    PC2 <= 2.5099
    PC3 <= 0.09497605
    PC8 > -0.7816728
    PC16 > -1.588202
    PC35 <= -0.5053669
    PC46 > -2.172833
    ->  class 1\|1  [0.949]

Rule 53/137: (23.7/1.2, lift 15.0)
    PC1 > -0.4334595
    PC6 <= -3.131424
    PC8 <= -0.7816728
    PC19 <= -1.59841
    ->  class 1\|1  [0.915]

Rule 53/138: (30.8/3.3, lift 14.3)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC78 <= -0.8248965
    ->  class 1\|1  [0.870]

Rule 53/139: (26.4/4.5, lift 13.2)
    PC1 > -0.4334595
    PC2 <= 2.5099
    PC3 <= 0.09497605
    PC9 > -0.1601986
    PC10 <= 1.030518
    PC16 > -1.588202
    PC69 > 0.2200295
    PC89 <= 0.7748538
    ->  class 1\|1  [0.807]

Rule 53/140: (361.6/107.9, lift 11.5)
    PC1 > -0.4334595
    PC2 <= 2.5099
    PC7 > -10.12877
    PC13 <= 0.2095596
    PC16 <= -1.588202
    PC19 <= 1.553915
    PC40 <= 1.135067
    PC51 <= 1.156279
    ->  class 1\|1  [0.701]

Rule 53/141: (13.1/3.7, lift 11.3)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 > -0.6211014
    PC8 <= 1.454696
    PC37 > 1.080778
    ->  class 1\|1  [0.689]

Rule 53/142: (1258.6/813.1, lift 5.8)
    PC2 > 2.5099
    PC3 > 1.640775
    ->  class 1\|1  [0.354]

Rule 53/143: (182.6/0.7, lift 14.4)
    PC1 > -0.4334595
    PC2 <= 2.5099
    PC3 > 0.09497605
    PC14 <= 0.4701008
    PC19 <= -1.235424
    PC38 <= 0.06805414
    PC52 <= 0.5440753
    PC75 <= 1.649806
    ->  class 1\|2  [0.991]

Rule 53/144: (225.3/1.5, lift 14.3)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > 0.9959877
    PC32 <= 0.1903198
    PC38 <= 0.1614285
    ->  class 1\|2  [0.989]

Rule 53/145: (90.8, lift 14.3)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > 0.9959877
    PC80 > 0.4388997
    ->  class 1\|2  [0.989]

Rule 53/146: (165.6/1.1, lift 14.3)
    PC1 > -0.4334595
    PC2 <= 2.5099
    PC3 > 0.09497605
    PC9 > -2.179996
    PC11 > -1.594386
    PC12 <= 2.470828
    PC18 <= 0.2238859
    PC34 > -0.999545
    PC38 > 0.06805414
    PC55 > 0.3379085
    ->  class 1\|2  [0.988]

Rule 53/147: (84.6, lift 14.3)
    PC2 <= 2.5099
    PC3 > 6.952269
    PC38 > 0.06805414
    ->  class 1\|2  [0.988]

Rule 53/148: (70.4, lift 14.3)
    PC1 > 1.498617
    PC3 > 0.09497605
    PC3 <= 6.952269
    PC11 <= -1.594386
    PC12 <= 2.986485
    PC34 > -0.999545
    PC55 > 0.3379085
    ->  class 1\|2  [0.986]

Rule 53/149: (158.3/1.5, lift 14.3)
    PC1 > 6.785127
    PC3 <= 0.09497605
    PC6 > -3.131424
    PC8 <= -0.7816728
    PC19 <= -1.59841
    PC97 <= 1.735712
    ->  class 1\|2  [0.985]

Rule 53/150: (180.6/2, lift 14.2)
    PC3 > 9.243622
    PC16 > 0.9959877
    ->  class 1\|2  [0.984]

Rule 53/151: (103.1/0.9, lift 14.2)
    PC1 > -0.4334595
    PC3 > 0.09497605
    PC5 > -4.824086
    PC16 > -1.588202
    PC18 <= 0.2238859
    PC34 > -0.999545
    PC38 > 0.06805414
    PC85 > 0.2905863
    ->  class 1\|2  [0.982]

Rule 53/152: (136.7/1.7, lift 14.2)
    PC1 > -0.4334595
    PC3 > 0.09497605
    PC12 <= 2.986485
    PC16 > -1.588202
    PC18 <= 0.2238859
    PC19 > 1.915938
    PC30 > -0.7061402
    PC34 > -0.999545
    ->  class 1\|2  [0.980]

Rule 53/153: (80.3/0.7, lift 14.2)
    PC1 > -0.4334595
    PC3 > 0.09497605
    PC5 <= 10.15818
    PC12 <= 2.986485
    PC16 > -1.588202
    PC16 <= 0.8861174
    PC18 <= 0.2238859
    PC26 > 0.8402635
    PC30 > -0.7061402
    PC38 <= 0.06805414
    ->  class 1\|2  [0.979]

Rule 53/154: (43.6, lift 14.2)
    PC3 > 0.09497605
    PC16 > -1.588202
    PC19 <= -1.235424
    PC38 <= 0.06805414
    PC51 <= -0.5481034
    ->  class 1\|2  [0.978]

Rule 53/155: (88.5/1.2, lift 14.1)
    PC1 > -0.4334595
    PC2 <= 2.5099
    PC3 > 0.09497605
    PC12 <= 2.986485
    PC13 <= 0.1716649
    PC16 > 0.8861174
    PC18 <= 0.2238859
    PC19 > -1.235424
    PC19 <= 1.915938
    PC34 > -0.999545
    PC38 <= 0.06805414
    PC56 > -0.3959101
    ->  class 1\|2  [0.976]

Rule 53/156: (35.1, lift 14.1)
    PC2 <= 2.5099
    PC3 <= 0.09497605
    PC9 <= -0.1601986
    PC46 <= -2.172833
    ->  class 1\|2  [0.973]

Rule 53/157: (66/1, lift 14.1)
    PC5 > 10.15818
    PC16 > -1.588202
    PC34 > -0.999545
    ->  class 1\|2  [0.970]

Rule 53/158: (93.3/1.9, lift 14.0)
    PC2 > 2.5099
    PC3 > 1.640775
    PC14 <= 0.5482061
    PC16 > -0.8879908
    PC16 <= 0.9959877
    PC19 > -0.8935584
    PC35 > -0.193996
    PC39 <= -0.01522951
    PC67 > -0.04335097
    PC97 <= 1.535991
    ->  class 1\|2  [0.970]

Rule 53/159: (29.2, lift 14.0)
    PC1 > -0.4334595
    PC2 <= 2.5099
    PC3 <= 0.09497605
    PC10 > 1.030518
    PC16 > -1.588202
    ->  class 1\|2  [0.968]

Rule 53/160: (34.5/0.3, lift 14.0)
    PC2 <= 2.5099
    PC3 > 0.09497605
    PC16 > -1.588202
    PC30 <= -0.7061402
    PC73 <= 0.021124
    ->  class 1\|2  [0.965]

Rule 53/161: (24.7, lift 13.9)
    PC2 <= 2.5099
    PC16 <= -1.588202
    PC51 > 1.156279
    ->  class 1\|2  [0.961]

Rule 53/162: (22.7, lift 13.9)
    PC3 > 0.09497605
    PC16 > -1.588202
    PC19 <= -1.235424
    PC76 <= -0.7794777
    ->  class 1\|2  [0.959]

Rule 53/163: (116.3/4.8, lift 13.8)
    PC1 > -0.4334595
    PC3 > 0.09497605
    PC7 > 1.188413
    PC19 <= -1.235424
    PC38 <= 0.06805414
    ->  class 1\|2  [0.951]

Rule 53/164: (22.7/0.3, lift 13.7)
    PC2 <= 2.5099
    PC7 <= -10.12877
    ->  class 1\|2  [0.947]

Rule 53/165: (16.3, lift 13.7)
    PC1 > -0.4334595
    PC16 > -1.588202
    PC22 > 2.231625
    PC68 <= -2.25446
    ->  class 1\|2  [0.945]

Rule 53/166: (15.2, lift 13.6)
    PC2 <= 2.5099
    PC3 > 0.09497605
    PC14 > 0.4701008
    PC16 > -1.588202
    PC36 > 1.243866
    ->  class 1\|2  [0.942]

Rule 53/167: (15.3, lift 13.6)
    PC1 > -0.4334595
    PC3 > 0.09497605
    PC22 > 2.231625
    PC38 > 0.06805414
    PC100 > 0.6112863
    ->  class 1\|2  [0.942]

Rule 53/168: (9.9, lift 13.3)
    PC3 > 0.09497605
    PC9 <= -5.872347
    PC19 <= -1.235424
    ->  class 1\|2  [0.916]

Rule 53/169: (49.4/5, lift 12.8)
    PC2 <= 2.5099
    PC3 > 0.09497605
    PC5 <= -4.824086
    PC18 <= 0.2238859
    PC38 > 0.06805414
    ->  class 1\|2  [0.882]

Rule 53/170: (108.7/12.2, lift 12.8)
    PC1 > -0.4334595
    PC3 > 0.09497605
    PC16 > -1.588202
    PC22 > 2.231625
    PC38 > 0.06805414
    PC91 <= 0.08581691
    ->  class 1\|2  [0.881]

Rule 53/171: (31.7/4.6, lift 12.1)
    PC1 > -0.4334595
    PC2 <= 2.5099
    PC16 <= -1.588202
    PC40 > 1.135067
    ->  class 1\|2  [0.834]

Rule 53/172: (136/2.1, lift 13.1)
    PC2 > 2.5099
    PC3 > 1.640775
    PC3 <= 9.243622
    PC16 > 0.9959877
    PC38 > 0.1614285
    PC80 <= 0.4388997
    ->  class 1\|3  [0.978]

Rule 53/173: (8.4, lift 12.1)
    PC1 > -0.4334595
    PC1 <= 6.785127
    PC3 <= 0.09497605
    PC8 <= -0.7816728
    PC16 > -1.588202
    PC19 <= -1.59841
    ->  class 1\|3  [0.904]

Rule 53/174: (7/0.2, lift 11.6)
    PC3 > 0.09497605
    PC14 <= 0.4701008
    PC16 > -1.588202
    PC19 <= -1.235424
    PC38 <= 0.06805414
    PC52 > 0.5440753
    ->  class 1\|3  [0.871]

Rule 53/175: (47.8/5.6, lift 11.6)
    PC1 > -0.4334595
    PC1 <= 1.498617
    PC3 > 0.09497605
    PC11 <= -1.594386
    PC19 <= 1.915938
    PC30 > -0.7061402
    PC38 > 0.06805414
    ->  class 1\|3  [0.868]

Rule 53/176: (58.4/9.2, lift 11.1)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > 0.9959877
    PC32 > 0.1903198
    ->  class 1\|3  [0.832]

Rule 53/177: (2851.7/1538.1, lift 6.2)
    PC1 > -0.4334595
    PC2 <= 2.5099
    PC3 > 0.09497605
    PC16 > -1.588202
    ->  class 1\|3  [0.461]

Rule 53/178: (195.6/1, lift 14.0)
    PC1 <= -0.4334595
    PC8 > 1.454696
    PC10 <= 0.2933043
    PC11 > -0.7729307
    PC12 > -1.738485
    PC21 > 1.968873
    PC30 <= 0.4241929
    ->  class 2\|0  [0.990]

Rule 53/179: (79.4, lift 13.9)
    PC1 > -0.4334595
    PC3 <= 0.09497605
    PC8 > -0.7816728
    PC21 > 0.8441849
    PC35 > -0.5053669
    PC63 <= 0.03309365
    ->  class 2\|0  [0.988]

Rule 53/180: (67.6, lift 13.9)
    PC1 <= -0.4334595
    PC10 <= 0.2933043
    PC19 <= -1.116707
    PC21 > -0.2469342
    PC30 <= 0.4241929
    PC42 <= -0.3733315
    PC48 <= 0.2115763
    PC52 <= 0.270666
    PC55 <= -0.2738601
    ->  class 2\|0  [0.986]

Rule 53/181: (43.5, lift 13.8)
    PC1 <= -0.4334595
    PC8 > 1.454696
    PC10 <= 0.2933043
    PC21 > -0.2469342
    PC21 <= 1.968873
    PC69 > 0.313289
    ->  class 2\|0  [0.978]

Rule 53/182: (133/6, lift 13.4)
    PC7 > 0.444498
    PC8 > -0.6211014
    PC19 <= -1.116707
    PC21 > -0.2469342
    PC30 > 0.1803319
    PC30 <= 0.4241929
    PC42 > -0.3733315
    PC52 <= 0.270666
    PC71 <= 0.9115143
    PC94 > -0.2806762
    PC97 > -0.2937255
    ->  class 2\|0  [0.948]

Rule 53/183: (466.3/27.4, lift 13.2)
    PC7 > 0.444498
    PC8 > -0.6211014
    PC10 <= 0.2933043
    PC19 <= -1.116707
    PC21 > -0.2469342
    PC23 <= 1.109486
    PC30 <= 0.1803319
    PC42 > -0.3733315
    PC71 <= 0.9115143
    PC97 > -0.2937255
    ->  class 2\|0  [0.939]

Rule 53/184: (13.9, lift 13.2)
    PC1 <= -0.4334595
    PC8 > 1.454696
    PC19 > -1.116707
    PC21 > -0.2469342
    PC30 <= 0.4241929
    PC57 > 0.9137641
    ->  class 2\|0  [0.937]

Rule 53/185: (13.1, lift 13.2)
    PC8 > 1.454696
    PC10 <= 0.2933043
    PC11 > -0.7729307
    PC19 > -1.116707
    PC21 > -0.2469342
    PC30 <= 0.4241929
    PC45 > 0.4692594
    ->  class 2\|0  [0.934]

Rule 53/186: (8.3, lift 12.7)
    PC1 > -0.4334595
    PC1 <= -0.2371517
    PC2 <= 2.5099
    PC3 > 0.09497605
    PC13 > 0.1548105
    PC18 > 0.2238859
    PC51 <= 0.247845
    ->  class 2\|0  [0.903]

Rule 53/187: (92.1/10.8, lift 12.3)
    PC8 > 1.454696
    PC10 <= 0.2933043
    PC11 > -0.7729307
    PC21 <= 1.968873
    PC23 <= 1.109486
    PC32 > 1.494733
    ->  class 2\|0  [0.875]

Rule 53/188: (5.5, lift 12.2)
    PC8 > 1.454696
    PC10 <= 0.2933043
    PC11 > -0.7729307
    PC19 > -1.116707
    PC30 <= 0.4241929
    PC52 <= 0.270666
    PC73 <= -1.049244
    ->  class 2\|0  [0.867]

Rule 53/189: (6.9/0.2, lift 12.1)
    PC1 <= -0.4334595
    PC8 > 1.454696
    PC10 <= 0.2933043
    PC11 > -0.7729307
    PC19 > -1.116707
    PC21 > -0.2469342
    PC32 <= 1.494733
    PC74 > 0.6982981
    ->  class 2\|0  [0.860]

Rule 53/190: (39.2/7.8, lift 11.1)
    PC1 <= -0.4334595
    PC8 > -0.6211014
    PC8 <= 1.454696
    PC19 <= -1.063441
    PC44 > 0.4090476
    PC75 > -0.2332684
    ->  class 2\|0  [0.786]

Rule 53/191: (5.1/0.7, lift 10.8)
    PC2 <= -8.752929
    PC8 > 1.454696
    PC11 > -0.7729307
    PC21 > -0.2469342
    ->  class 2\|0  [0.763]

Rule 53/192: (20.3/4.8, lift 10.4)
    PC1 <= -0.4334595
    PC8 > 1.454696
    PC11 <= -0.7729307
    PC20 <= -0.1617082
    PC66 <= 0.6835157
    ->  class 2\|0  [0.740]

Rule 53/193: (15.5/7.6, lift 7.2)
    PC1 > -0.4334595
    PC13 <= 0.2095596
    PC16 <= -1.588202
    PC31 > 1.114247
    ->  class 2\|0  [0.508]

Rule 53/194: (53.2, lift 11.0)
    PC1 <= -0.4334595
    PC8 > 1.454696
    PC21 > -0.2469342
    PC42 <= -0.3733315
    PC55 > -0.2738601
    ->  class 2\|1  [0.982]

Rule 53/195: (40.8, lift 11.0)
    PC1 <= -0.4334595
    PC8 > 1.454696
    PC71 > 0.9115143
    ->  class 2\|1  [0.977]

Rule 53/196: (36.6, lift 10.9)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 > -0.6211014
    PC14 <= -2.595876
    ->  class 2\|1  [0.974]

Rule 53/197: (35.2, lift 10.9)
    PC2 <= -9.459423
    ->  class 2\|1  [0.973]

Rule 53/198: (32.4, lift 10.9)
    PC1 > -0.4334595
    PC3 <= 0.09497605
    PC8 > -0.7816728
    PC8 <= 0.5831117
    PC9 <= -0.1601986
    PC33 > 0.356077
    PC35 > -0.5053669
    PC46 > -2.172833
    ->  class 2\|1  [0.971]

Rule 53/199: (32.3, lift 10.9)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC4 <= -0.4762218
    PC8 <= 1.454696
    PC37 <= 1.080778
    PC44 <= 0.4090476
    ->  class 2\|1  [0.971]

Rule 53/200: (26.9, lift 10.8)
    PC1 > -0.4334595
    PC3 <= 0.09497605
    PC8 > 0.5831117
    PC9 <= -0.1601986
    PC21 <= 0.8441849
    PC60 <= -0.2572885
    ->  class 2\|1  [0.965]

Rule 53/201: (38.4/0.9, lift 10.7)
    PC1 <= -0.4334595
    PC8 > 1.454696
    PC10 <= 0.2933043
    PC11 > -0.7729307
    PC23 > 1.109486
    ->  class 2\|1  [0.952]

Rule 53/202: (58.5/1.9, lift 10.7)
    PC1 > -0.4334595
    PC8 > -0.7816728
    PC9 <= -0.1601986
    PC21 > 0.8441849
    PC35 > -0.5053669
    PC63 > 0.03309365
    ->  class 2\|1  [0.952]

Rule 53/203: (18.7/2, lift 9.6)
    PC8 > -2.684477
    PC9 > 10.24004
    PC37 > 0.7514786
    ->  class 2\|1  [0.854]

Rule 53/204: (20/3, lift 9.2)
    PC1 <= -3.389733
    PC8 > -2.684477
    PC8 <= -0.6211014
    PC9 <= 10.24004
    PC29 <= 0.2788967
    PC45 > 0.2863951
    ->  class 2\|1  [0.818]

Rule 53/205: (3586.2/1975, lift 5.0)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 > -0.6211014
    ->  class 2\|1  [0.449]

Rule 53/206: (123.2, lift 11.3)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 > -2.684477
    PC8 <= -0.6211014
    PC19 > -3.647172
    PC33 <= 0.4583842
    PC34 > -0.6017691
    PC44 <= -0.8434448
    PC57 <= -0.07739355
    PC58 > -0.2470219
    PC75 <= 1.07092
    ->  class 2\|2  [0.992]

Rule 53/207: (99, lift 11.3)
    PC1 <= -0.4334595
    PC2 <= -2.201122
    PC5 <= -0.5976028
    PC8 > -0.04721471
    PC8 <= 1.454696
    PC44 <= 0.3562776
    ->  class 2\|2  [0.990]

Rule 53/208: (88.8, lift 11.2)
    PC1 <= -0.4334595
    PC2 <= -2.201122
    PC8 > -0.6211014
    PC8 <= 1.454696
    PC14 > -2.595876
    PC44 <= 0.4090476
    PC63 > 0.4035578
    PC80 <= 1.31478
    PC94 <= 0.9649578
    PC95 <= 1.230942
    ->  class 2\|2  [0.989]

Rule 53/209: (157.4/1.6, lift 11.2)
    PC3 > -1.819746
    PC8 > -2.684477
    PC8 <= -0.6211014
    PC19 > -3.225068
    PC28 > -0.1500338
    PC33 <= 0.4583842
    PC34 > -0.6017691
    PC45 <= 0.2863951
    PC57 <= -0.07739355
    PC68 <= -0.2014613
    PC75 <= 1.07092
    PC96 <= 0.4129998
    ->  class 2\|2  [0.984]

Rule 53/210: (58, lift 11.2)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 > -0.6211014
    PC17 <= -0.1605994
    PC21 <= -0.2469342
    PC22 <= -0.3902394
    PC62 > 0.3039588
    ->  class 2\|2  [0.983]

Rule 53/211: (50, lift 11.2)
    PC1 <= -0.4334595
    PC2 <= -2.201122
    PC8 > -0.6211014
    PC8 <= 1.454696
    PC14 > -2.595876
    PC44 <= 0.4090476
    PC58 > -0.9630962
    PC63 <= 0.4035578
    PC66 <= 0.8357844
    PC80 <= 1.31478
    PC87 > 0.9664807
    PC100 > -1.107902
    ->  class 2\|2  [0.981]

Rule 53/212: (49.3, lift 11.1)
    PC8 > -2.684477
    PC8 <= -0.6211014
    PC9 > 10.24004
    PC37 <= 0.7514786
    PC49 > -2.565507
    ->  class 2\|2  [0.980]

Rule 53/213: (71.1/0.9, lift 11.1)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 > -2.684477
    PC8 <= -0.6211014
    PC19 > -3.647172
    PC33 <= 0.4583842
    PC42 <= -0.1189341
    PC57 <= -0.07739355
    PC68 > -0.2014613
    PC75 <= 1.07092
    ->  class 2\|2  [0.974]

Rule 53/214: (113.1/2.1, lift 11.1)
    PC1 <= -1.698619
    PC8 > -2.684477
    PC8 <= -0.6211014
    PC30 <= 0.249955
    PC42 <= 0.2402721
    PC43 <= 0.7144143
    PC49 <= 0.1619159
    PC55 > -0.7277749
    PC57 > -0.07739355
    PC64 > -0.3089442
    PC72 <= 0.8747533
    PC78 > -0.3609338
    PC93 > -0.117743
    ->  class 2\|2  [0.973]

Rule 53/215: (48/0.5, lift 11.0)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC4 > -0.4762218
    PC8 > -0.6211014
    PC8 <= 1.454696
    PC25 > 0.2264797
    PC44 <= 0.3562776
    PC45 <= 0.3784327
    PC95 <= 1.230942
    PC100 > -1.107902
    ->  class 2\|2  [0.970]

Rule 53/216: (30, lift 11.0)
    PC1 <= -0.4334595
    PC8 > -2.684477
    PC8 <= -0.6211014
    PC28 > -0.1500338
    PC43 <= 0.7144143
    PC55 > -0.7277749
    PC57 > -0.07739355
    PC80 > 0.645862
    ->  class 2\|2  [0.969]

Rule 53/217: (30.6, lift 11.0)
    PC1 <= -0.4334595
    PC8 > -2.684477
    PC8 <= -0.6211014
    PC28 > -0.1500338
    PC29 <= 0.2788967
    PC49 > -2.565507
    PC55 > -0.7277749
    PC86 > 0.922167
    ->  class 2\|2  [0.969]

Rule 53/218: (54.6/0.9, lift 11.0)
    PC1 > -0.4334595
    PC3 <= 0.09497605
    PC8 > -0.7816728
    PC8 <= 0.5831117
    PC9 <= -0.1601986
    PC21 <= 0.8441849
    PC33 <= 0.356077
    PC35 > -0.5053669
    PC60 <= -0.2572885
    ->  class 2\|2  [0.966]

Rule 53/219: (48.7/1, lift 10.9)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 > -0.04721471
    PC8 <= 1.454696
    PC23 > 2.061202
    ->  class 2\|2  [0.960]

Rule 53/220: (19.8, lift 10.8)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 <= -0.6211014
    PC9 <= 10.24004
    PC19 > -3.647172
    PC28 > -0.1500338
    PC32 <= 1.692444
    PC51 > 0.7423204
    ->  class 2\|2  [0.952]

Rule 53/221: (83.7/3.1, lift 10.8)
    PC1 <= -0.4334595
    PC8 <= -0.6211014
    PC46 > 0.4031499
    PC54 > 0.04134079
    PC62 > -0.3463686
    ->  class 2\|2  [0.952]

Rule 53/222: (16.9, lift 10.8)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC3 > 0.1960133
    PC8 > -0.6211014
    PC8 <= 0.3069016
    PC37 <= 1.080778
    ->  class 2\|2  [0.947]

Rule 53/223: (54.7/2.1, lift 10.7)
    PC1 <= -0.4334595
    PC6 <= -0.06139399
    PC8 > -2.684477
    PC8 <= -0.6211014
    PC29 <= 0.2788967
    PC30 > 0.249955
    PC45 <= 0.2863951
    PC55 > -0.7277749
    PC57 > -0.07739355
    ->  class 2\|2  [0.944]

Rule 53/224: (290.9/20.5, lift 10.5)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC3 > -1.640187
    PC8 > -0.6211014
    PC8 <= -0.04721471
    PC14 > -2.595876
    PC15 > -2.751601
    PC23 > -1.636137
    PC25 > -0.2296124
    PC29 > -0.2381321
    PC44 <= 0.4090476
    PC45 <= 0.3784327
    PC58 > -0.9630962
    PC95 <= 1.230942
    ->  class 2\|2  [0.927]

Rule 53/225: (369/27.4, lift 10.5)
    PC2 <= -2.201122
    PC8 > -0.6211014
    PC8 <= 1.454696
    PC14 <= 1.439238
    PC20 <= 0.5451648
    PC22 > -1.789305
    PC34 <= 0.714329
    PC36 <= 0.455663
    PC44 <= 0.3562776
    PC45 > -0.03828701
    PC45 <= 0.3784327
    PC47 > -0.6715432
    PC68 > -2.161504
    PC75 > 0.05911999
    PC79 > -0.07599182
    PC87 <= 0.5002726
    PC94 <= 0.9649578
    PC99 > -1.153326
    PC100 > -1.107902
    ->  class 2\|2  [0.923]

Rule 53/226: (12.1/0.2, lift 10.4)
    PC1 <= -0.4334595
    PC11 <= -0.7729307
    PC20 > -0.1617082
    PC21 > -0.2469342
    PC59 > 0.5042412
    ->  class 2\|2  [0.918]

Rule 53/227: (10.1, lift 10.4)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC4 > 0.1203354
    PC8 > -0.6211014
    PC8 <= 0.48294
    PC44 > 0.4090476
    ->  class 2\|2  [0.917]

Rule 53/228: (50.9/3.5, lift 10.4)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 > -0.6211014
    PC8 <= 1.454696
    PC19 > -1.063441
    PC23 > 0.03146769
    PC44 > 0.4090476
    PC54 > -1.196777
    PC58 > 0.02068144
    ->  class 2\|2  [0.914]

Rule 53/229: (41.2/2.8, lift 10.4)
    PC1 <= -1.698619
    PC8 > -2.684477
    PC8 <= -0.6211014
    PC43 <= 0.7144143
    PC55 > -0.7277749
    PC57 > -0.07739355
    PC64 > -0.3089442
    PC82 > 0.1112963
    ->  class 2\|2  [0.913]

Rule 53/230: (54.8/4.5, lift 10.3)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 > -2.684477
    PC8 <= -0.6211014
    PC9 <= 10.24004
    PC28 > -0.1500338
    PC29 <= 0.2788967
    PC45 <= 0.2863951
    PC94 <= -1.202836
    ->  class 2\|2  [0.903]

Rule 53/231: (16.7/0.9, lift 10.2)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 > -2.684477
    PC8 <= -0.6211014
    PC28 > -0.1500338
    PC29 > 0.2788967
    PC65 <= 0.08795668
    ->  class 2\|2  [0.896]

Rule 53/232: (28.1/2.3, lift 10.1)
    PC2 > -2.201122
    PC2 <= 2.5099
    PC3 <= 0.1960133
    PC8 > -0.04721471
    PC8 <= 1.454696
    PC26 <= -1.751438
    ->  class 2\|2  [0.890]

Rule 53/233: (6.8, lift 10.1)
    PC8 > -2.684477
    PC8 <= -0.6211014
    PC45 > 0.2863951
    PC75 > 0.7483042
    PC95 > 0.5564079
    ->  class 2\|2  [0.887]

Rule 53/234: (63.7/7.7, lift 9.9)
    PC2 <= -1.242138
    PC8 > 1.454696
    PC8 <= 3.325696
    PC17 <= 0.5445409
    PC21 <= -0.2469342
    PC22 <= -0.3902394
    PC62 <= 0.3039588
    PC64 > 0.3943467
    ->  class 2\|2  [0.867]

Rule 53/235: (22.4/2.3, lift 9.8)
    PC1 <= -0.4334595
    PC8 > 1.454696
    PC11 <= -0.7729307
    PC66 > 0.6835157
    ->  class 2\|2  [0.865]

Rule 53/236: (70/9.2, lift 9.8)
    PC1 <= -1.698619
    PC8 > -2.684477
    PC8 <= -0.6211014
    PC55 > -0.7277749
    PC56 > 0.0268125
    PC64 > -0.3089442
    PC93 <= -0.117743
    ->  class 2\|2  [0.859]

Rule 53/237: (4.8, lift 9.7)
    PC8 > 1.454696
    PC11 <= -0.7729307
    PC18 > 0.8176704
    ->  class 2\|2  [0.852]

Rule 53/238: (2.9, lift 9.1)
    PC8 <= -2.684477
    PC27 <= -0.7066017
    PC46 > 0.4031499
    ->  class 2\|2  [0.798]

Rule 53/239: (23.3/4.4, lift 9.0)
    PC1 > -3.389733
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 > -2.684477
    PC8 <= -0.6211014
    PC45 > 0.2863951
    PC56 > 0.001180591
    ->  class 2\|2  [0.788]

Rule 53/240: (15.3/3.4, lift 8.5)
    PC1 <= -0.4334595
    PC8 <= -2.684477
    PC31 > 1.24532
    PC38 > 0.18683
    PC46 <= 0.4031499
    ->  class 2\|2  [0.745]

Rule 53/241: (89.2/33.7, lift 7.0)
    PC1 > -0.4334595
    PC1 <= 13.61654
    PC2 <= 2.5099
    PC3 <= 0.09497605
    PC9 <= -0.1601986
    PC16 > -1.588202
    PC19 > -1.59841
    PC27 <= -0.1383893
    ->  class 2\|2  [0.620]

Rule 53/242: (32.9/16, lift 5.8)
    PC1 <= -0.4334595
    PC8 <= -0.6211014
    PC49 <= -2.565507
    ->  class 2\|2  [0.511]

Rule 53/243: (76.4, lift 8.7)
    PC1 <= -0.4334595
    PC8 > -2.684477
    PC8 <= -0.6211014
    PC19 > -3.647172
    PC29 <= 0.2788967
    PC30 <= 0.249955
    PC32 <= 1.692444
    PC43 <= 0.7144143
    PC51 <= 0.7423204
    PC57 > -0.07739355
    PC78 <= -0.3609338
    ->  class 2\|3  [0.987]

Rule 53/244: (51.9/0.4, lift 8.6)
    PC2 <= 2.5099
    PC4 <= 0.1203354
    PC8 > -0.6211014
    PC8 <= 0.48294
    PC30 <= 0.4130706
    PC44 > 0.4090476
    PC58 <= 0.02068144
    PC73 > -0.4561483
    ->  class 2\|3  [0.975]

Rule 53/245: (33.6, lift 8.6)
    PC2 <= 2.5099
    PC8 <= -2.684477
    PC31 <= 1.24532
    PC43 > -0.333984
    PC46 > 0.0007701059
    PC65 <= 0.1136984
    PC77 <= 0.4674267
    PC85 > 0.175203
    ->  class 2\|3  [0.972]

Rule 53/246: (80.6/1.9, lift 8.5)
    PC1 <= -0.4334595
    PC6 > 0.1496919
    PC8 <= -2.684477
    PC77 > 0.4674267
    PC85 <= 0.5250282
    ->  class 2\|3  [0.965]

Rule 53/247: (16.5, lift 8.4)
    PC1 <= -0.4334595
    PC6 > -0.06139399
    PC8 <= -0.6211014
    PC29 <= 0.2788967
    PC30 > 0.249955
    PC55 > -0.7277749
    PC57 > -0.07739355
    ->  class 2\|3  [0.946]

Rule 53/248: (29.9/4.1, lift 7.4)
    PC1 <= -0.4334595
    PC8 > -0.6211014
    PC8 <= 1.454696
    PC19 <= -1.063441
    PC44 > 0.4090476
    PC75 <= -0.2332684
    ->  class 2\|3  [0.841]

Rule 53/249: (277.3/91.2, lift 5.9)
    PC1 <= -0.4334595
    PC8 <= -0.6211014
    PC9 <= 10.24004
    PC44 > -0.8434448
    PC96 > 0.4129998
    ->  class 2\|3  [0.670]

Rule 53/250: (220.8/78, lift 5.7)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 <= 1.454696
    PC15 <= -2.751601
    ->  class 2\|3  [0.646]

Rule 53/251: (11815.8/9557.8, lift 1.7)
    PC2 <= 2.5099
    ->  class 2\|3  [0.191]

Rule 53/252: (153/0.7, lift 22.1)
    PC8 <= -2.684477
    PC16 <= 0.3937071
    PC31 <= 1.24532
    PC43 > -0.333984
    PC46 <= 0.4031499
    PC65 > 0.1136984
    PC77 <= 0.4674267
    PC85 > 0.175203
    PC86 > -0.3781737
    PC94 <= 0.7321243
    PC98 <= 0.1369585
    ->  class 2\|4  [0.989]

Rule 53/253: (59.9/0.3, lift 21.8)
    PC1 > -0.4334595
    PC3 <= 0.09497605
    PC9 <= -0.1601986
    PC16 > -1.588202
    PC19 <= 3.693909
    PC27 > -0.1383893
    PC79 <= -0.4713164
    ->  class 2\|4  [0.978]

Rule 53/254: (37.5, lift 21.8)
    PC2 <= 2.5099
    PC8 <= -2.684477
    PC46 <= 0.4031499
    PC49 > -2.565507
    PC56 > -1.950719
    PC78 <= -0.9666086
    ->  class 2\|4  [0.975]

Rule 53/255: (142.3/3.1, lift 21.7)
    PC6 > 0.1496919
    PC8 <= -2.684477
    PC16 <= 0.3937071
    PC17 <= 0.9261561
    PC25 <= 0.2981367
    PC43 > -0.333984
    PC46 <= 0.4031499
    PC85 > 0.5250282
    ->  class 2\|4  [0.971]

Rule 53/256: (85.5/1.8, lift 21.6)
    PC8 <= -2.684477
    PC46 <= 0.4031499
    PC53 <= 0.5872331
    PC54 > -0.45494
    PC55 <= -0.09240696
    PC81 > -0.1708553
    PC85 <= 0.175203
    PC95 > 0.00616908
    PC96 <= 0.3326825
    ->  class 2\|4  [0.968]

Rule 53/257: (24.3, lift 21.5)
    PC1 > -0.4334595
    PC3 <= 0.09497605
    PC8 <= -0.7816728
    PC9 <= -0.1601986
    PC19 > -1.59841
    PC57 > 0.4809656
    ->  class 2\|4  [0.962]

Rule 53/258: (347.6/15.9, lift 21.2)
    PC2 <= 2.5099
    PC6 <= 0.1496919
    PC8 <= -2.684477
    PC16 <= 0.3937071
    PC17 <= 0.9261561
    PC25 <= 0.2981367
    PC31 <= 1.24532
    PC43 > -0.333984
    PC46 <= 0.4031499
    PC85 > 0.175203
    PC86 > -0.3781737
    PC94 <= 0.7321243
    ->  class 2\|4  [0.952]

Rule 53/259: (15, lift 21.0)
    PC1 > -0.4334595
    PC8 <= -0.7816728
    PC19 > -1.59841
    PC65 > 1.052756
    ->  class 2\|4  [0.941]

Rule 53/260: (235/13.2, lift 21.0)
    PC1 <= -0.4334595
    PC8 <= -2.684477
    PC16 <= 0.3937071
    PC17 <= 0.9261561
    PC31 <= 1.24532
    PC46 <= -0.4707741
    PC85 > 0.175203
    PC86 > -0.3781737
    ->  class 2\|4  [0.940]

Rule 53/261: (12.4, lift 20.8)
    PC2 <= 2.5099
    PC8 <= -0.6211014
    PC22 > 5.93413
    PC49 > -2.565507
    PC85 <= 0.175203
    ->  class 2\|4  [0.931]

Rule 53/262: (88.3/6.4, lift 20.5)
    PC1 <= -0.4334595
    PC8 <= -2.684477
    PC38 <= -0.396576
    PC47 <= 0.7584281
    PC62 <= -0.4761728
    PC81 > -0.1708553
    PC95 > 0.00616908
    ->  class 2\|4  [0.918]

Rule 53/263: (25/1.9, lift 19.9)
    PC1 <= -0.4334595
    PC8 <= -2.684477
    PC31 <= 1.24532
    PC47 > 0.7584281
    PC49 > -2.565507
    PC56 > -1.950719
    PC85 <= 0.175203
    ->  class 2\|4  [0.893]

Rule 53/264: (53.6/5.2, lift 19.8)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 > -2.684477
    PC8 <= -0.6211014
    PC9 <= 10.24004
    PC29 > 0.2788967
    PC49 <= 0.1124635
    PC65 > 0.08795668
    ->  class 2\|4  [0.888]

Rule 53/265: (49.3/12.8, lift 16.3)
    PC1 <= -0.4334595
    PC8 <= -0.6211014
    PC29 <= 0.2788967
    PC45 > 0.2863951
    PC56 <= 0.001180591
    PC75 <= 0.7483042
    PC95 > 0.5564079
    ->  class 2\|4  [0.731]

Rule 53/266: (43/22.3, lift 10.7)
    PC1 <= -0.4334595
    PC2 <= 2.5099
    PC8 > -2.684477
    PC8 <= -0.6211014
    PC28 <= -0.1500338
    ->  class 2\|4  [0.481]

Default class: 0\|2

-----  Trial 54:  -----

Rules:

Rule 54/1: (157.1/0.1, lift 17.8)
    PC12 > -1.535334
    PC13 <= 6.92457
    PC18 > 2.129967
    PC25 <= 0.88368
    PC32 > 0.5145212
    PC33 <= 3.156666
    PC56 <= 1.525533
    PC75 > 0.050164
    PC96 <= 1.534143
    ->  class 0\|0  [0.993]

Rule 54/2: (163.1/0.9, lift 17.8)
    PC3 > -1.894699
    PC10 <= -2.544707
    PC11 > -0.07676764
    PC18 > -0.4683644
    PC18 <= 2.129967
    PC21 > -0.4086362
    PC31 > -0.2780008
    PC64 > -1.309903
    PC81 <= 1.427238
    PC87 <= 0.03423229
    PC91 > -0.3697354
    ->  class 0\|0  [0.988]

Rule 54/3: (73.7, lift 17.7)
    PC12 > -1.535334
    PC13 <= 6.92457
    PC18 > 2.129967
    PC33 <= 3.156666
    PC35 <= 0.5582652
    PC54 <= -1.027696
    PC55 > -0.4851243
    ->  class 0\|0  [0.987]

Rule 54/4: (75.5, lift 17.7)
    PC13 <= 6.92457
    PC18 > 2.129967
    PC33 <= 3.156666
    PC35 <= 0.5582652
    PC43 <= 1.800024
    PC56 <= 1.525533
    PC59 > -1.954783
    PC75 <= 0.050164
    PC96 > 1.230318
    ->  class 0\|0  [0.987]

Rule 54/5: (82/0.3, lift 17.7)
    PC2 > 2.5099
    PC3 > -1.894699
    PC3 <= 1.640775
    PC11 > -0.07676764
    PC18 > -0.4683644
    PC20 <= 2.473301
    PC21 > -0.4086362
    PC24 > 0.09917192
    PC34 > -2.136272
    PC76 <= 0.4646978
    PC79 > 0.1455158
    PC91 > -0.3697354
    ->  class 0\|0  [0.984]

Rule 54/6: (51.1, lift 17.6)
    PC18 > 2.129967
    PC35 <= 0.5582652
    PC56 <= 1.525533
    PC75 <= 0.050164
    PC80 <= 0.5231802
    PC100 <= -0.6424475
    ->  class 0\|0  [0.981]

Rule 54/7: (65.1/0.6, lift 17.5)
    PC12 > -1.535334
    PC13 <= 6.92457
    PC18 > 2.129967
    PC33 <= 3.156666
    PC35 <= 0.5582652
    PC43 <= 1.800024
    PC96 > 1.765391
    ->  class 0\|0  [0.976]

Rule 54/8: (189.2/4.8, lift 17.4)
    PC4 > -9.220832
    PC10 > -7.567951
    PC11 > -0.07478525
    PC13 > -2.626594
    PC14 > -0.3768312
    PC17 <= 1.11727
    PC18 > 2.129967
    PC25 <= 0.5780781
    PC33 <= 3.156666
    PC42 <= 1.639666
    PC43 > -0.6382079
    PC45 <= 1.45463
    PC56 <= 1.525533
    PC59 > -1.954783
    PC75 <= 0.050164
    PC97 <= 0.3814297
    ->  class 0\|0  [0.970]

Rule 54/9: (330.6/9.6, lift 17.4)
    PC4 > -9.220832
    PC7 > -1.041638
    PC12 > -1.102453
    PC13 <= 6.92457
    PC18 > 2.859
    PC21 > -0.850648
    PC25 <= 0.88368
    PC33 <= 3.156666
    PC35 <= 0.5582652
    PC42 <= 1.347964
    PC75 > 0.050164
    PC90 <= 1.533493
    ->  class 0\|0  [0.968]

Rule 54/10: (26.6, lift 17.3)
    PC4 > -9.220832
    PC12 > -1.535334
    PC13 <= 6.92457
    PC18 > 2.129967
    PC33 <= 3.156666
    PC55 > -0.4851243
    PC56 <= 1.525533
    PC59 > -1.954783
    PC75 <= 0.050164
    PC78 <= -0.646745
    PC81 > -0.5246327
    ->  class 0\|0  [0.965]

Rule 54/11: (120.4/3.6, lift 17.3)
    PC4 > -9.220832
    PC12 > -1.535334
    PC13 <= 6.92457
    PC18 > 2.129967
    PC25 <= 0.5780781
    PC33 <= 3.156666
    PC35 <= 0.5582652
    PC42 <= 1.801262
    PC56 <= 1.525533
    PC62 > 0.2484653
    PC81 > -0.5246327
    ->  class 0\|0  [0.963]

Rule 54/12: (159.7/7.7, lift 17.0)
    PC4 > -9.220832
    PC10 > -7.567951
    PC13 > -2.626594
    PC16 > -1.122597
    PC17 > 1.11727
    PC18 > 2.129967
    PC25 <= 0.5780781
    PC45 <= 1.45463
    PC51 <= -0.1389775
    PC54 > -1.027696
    PC55 > -0.4851243
    PC56 <= 1.525533
    PC97 <= 0.3814297
    ->  class 0\|0  [0.946]

Rule 54/13: (52.4/2.6, lift 16.8)
    PC13 <= 6.92457
    PC18 > 2.129967
    PC33 <= 3.156666
    PC35 <= 0.5582652
    PC43 <= 1.800024
    PC45 <= 1.45463
    PC59 > -1.954783
    PC75 <= 0.050164
    PC84 <= -0.3867329
    ->  class 0\|0  [0.934]

Rule 54/14: (3.4, lift 14.6)
    PC13 > 6.92457
    PC93 > -0.3566333
    PC93 <= -0.3378307
    ->  class 0\|0  [0.815]

Rule 54/15: (10.6/1.8, lift 14.0)
    PC13 > 6.92457
    PC31 > 0.1783828
    PC42 > -3.974739
    PC80 > -2.879315
    PC93 <= -0.3378307
    ->  class 0\|0  [0.779]

Rule 54/16: (76.6, lift 10.7)
    PC14 > -0.3768312
    PC16 <= -1.122597
    PC18 > 2.129967
    PC62 <= 0.2484653
    PC75 <= 0.050164
    PC84 > -0.3867329
    PC96 <= 1.230318
    ->  class 0\|1  [0.987]

Rule 54/17: (90.7/0.5, lift 10.7)
    PC13 > 6.92457
    PC13 <= 12.55908
    PC18 > -0.4683644
    PC20 > -3.980935
    PC30 <= 1.6136
    PC31 <= 0.1783828
    PC93 <= -0.3566333
    ->  class 0\|1  [0.984]

Rule 54/18: (44.4, lift 10.6)
    PC18 > -0.4683644
    PC38 <= 2.743107
    PC42 > -3.974739
    PC45 > 5.64524
    ->  class 0\|1  [0.978]

Rule 54/19: (66.9/1.7, lift 10.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 <= -0.7696513
    PC18 > -2.430627
    PC18 <= -0.4683644
    PC54 <= 0.7634585
    PC92 <= 0.6652916
    ->  class 0\|1  [0.961]

Rule 54/20: (123.9/9.7, lift 9.9)
    PC2 > 2.5099
    PC10 <= -0.7958415
    PC18 > -0.4683644
    PC18 <= 2.129967
    PC21 > -0.4086362
    PC91 <= -0.3697354
    ->  class 0\|1  [0.915]

Rule 54/21: (46.5/4.4, lift 9.6)
    PC2 > 2.5099
    PC15 > -0.3012545
    PC17 > -2.720849
    PC18 <= -0.4683644
    PC20 > -2.71062
    PC48 > 0.2153871
    PC54 > -0.6579261
    PC55 > 0.2407464
    ->  class 0\|1  [0.889]

Rule 54/22: (18.3/1.4, lift 9.6)
    PC2 > 2.5099
    PC15 > -0.3012545
    PC18 <= -0.4683644
    PC63 > 1.031669
    PC92 <= -1.674179
    ->  class 0\|1  [0.884]

Rule 54/23: (10.6/1, lift 9.1)
    PC3 <= 1.640775
    PC15 > -0.3012545
    PC18 > -0.6405302
    PC18 <= -0.4683644
    PC63 > 1.031669
    ->  class 0\|1  [0.844]

Rule 54/24: (3.8/0.2, lift 8.6)
    PC13 > 6.92457
    PC30 > 2.386569
    PC93 > -0.3378307
    ->  class 0\|1  [0.798]

Rule 54/25: (23.4/5.5, lift 8.1)
    PC3 <= 1.640775
    PC7 <= -0.7696513
    PC18 <= -0.4683644
    PC58 > 2.474154
    ->  class 0\|1  [0.745]

Rule 54/26: (28.1/10.2, lift 6.8)
    PC7 > -0.7696513
    PC10 <= -6.299334
    PC18 <= -0.4683644
    PC28 <= -0.05898223
    ->  class 0\|1  [0.629]

Rule 54/27: (3025.5/1442.4, lift 5.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC12 > -1.535334
    PC13 <= 6.92457
    PC18 > -0.4683644
    PC43 <= 1.800024
    ->  class 0\|1  [0.523]

Rule 54/28: (67, lift 9.5)
    PC3 <= 1.640775
    PC7 <= -0.7696513
    PC18 <= -2.430627
    PC22 <= 1.601186
    PC33 > -1.425962
    PC85 > -2.089015
    ->  class 0\|2  [0.986]

Rule 54/29: (55.4, lift 9.5)
    PC3 <= -1.894699
    PC18 > -0.4683644
    PC18 <= 2.129967
    PC79 <= 0.5441294
    PC80 > -2.879315
    PC81 <= 1.427238
    PC90 <= -1.759266
    ->  class 0\|2  [0.983]

Rule 54/30: (45.5, lift 9.4)
    PC3 <= -1.894699
    PC12 > -1.535334
    PC18 > -0.4683644
    PC18 <= 2.129967
    PC25 <= -1.263965
    PC80 > -2.879315
    PC81 <= 1.427238
    ->  class 0\|2  [0.979]

Rule 54/31: (43.2, lift 9.4)
    PC10 <= -2.678297
    PC15 <= -0.3012545
    PC16 > 0.4080891
    PC18 <= -0.4683644
    ->  class 0\|2  [0.978]

Rule 54/32: (24.8, lift 9.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC12 > -1.535334
    PC13 <= 6.92457
    PC18 > -0.4683644
    PC18 <= 0.753468
    PC24 > 0.8517534
    PC40 > -1.264584
    PC43 > -2.217216
    PC94 > -0.2075967
    ->  class 0\|2  [0.963]

Rule 54/33: (23.9, lift 9.2)
    PC2 > 2.5099
    PC3 <= -1.894699
    PC13 <= 6.92457
    PC18 <= 2.129967
    PC24 > 0.8517534
    PC43 <= 0.1100355
    PC47 > 0.7839843
    PC79 <= 0.5441294
    ->  class 0\|2  [0.959]

Rule 54/34: (21.2, lift 9.2)
    PC4 <= -6.916792
    PC18 <= -0.4683644
    PC66 > 0.897558
    ->  class 0\|2  [0.957]

Rule 54/35: (51/1.3, lift 9.2)
    PC2 > 2.5099
    PC3 <= -1.894699
    PC12 > -1.535334
    PC12 <= 1.543454
    PC18 > -0.4683644
    PC18 <= 0.753468
    PC43 > 0.1100355
    PC43 <= 1.800024
    PC79 <= 0.5441294
    PC81 <= 1.427238
    ->  class 0\|2  [0.957]

Rule 54/36: (33.8/0.6, lift 9.2)
    PC2 > 2.5099
    PC10 > -4.57136
    PC15 > -0.3012545
    PC16 > 0.4694484
    PC20 <= -2.71062
    PC45 <= 1.471491
    PC74 > -0.01159385
    PC80 <= 0.4906631
    PC89 > -0.1944822
    ->  class 0\|2  [0.955]

Rule 54/37: (47.1/1.3, lift 9.2)
    PC2 > 2.5099
    PC3 <= -1.894699
    PC12 > -1.535334
    PC12 <= 1.543454
    PC18 > -0.4683644
    PC18 <= 0.753468
    PC24 > 0.8517534
    PC88 <= 0.04112835
    ->  class 0\|2  [0.954]

Rule 54/38: (17.8, lift 9.1)
    PC2 > 2.5099
    PC3 > -1.894699
    PC3 <= 1.640775
    PC10 > -0.7958415
    PC18 > -0.4683644
    PC18 <= 2.129967
    ->  class 0\|2  [0.950]

Rule 54/39: (90.9/4.1, lift 9.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC8 <= 0.1629577
    PC12 <= 1.543454
    PC18 > -0.4683644
    PC18 <= 2.129967
    PC25 > -1.263965
    PC40 <= -1.264584
    PC43 > 0.5304689
    PC43 <= 1.800024
    ->  class 0\|2  [0.945]

Rule 54/40: (18.5/0.4, lift 9.0)
    PC7 > -0.7696513
    PC18 <= -0.4683644
    PC20 <= -2.71062
    PC63 <= 1.031669
    PC80 > 0.4906631
    PC89 > -0.1944822
    ->  class 0\|2  [0.933]

Rule 54/41: (90.2/6, lift 8.9)
    PC2 > 2.5099
    PC3 <= -1.894699
    PC12 <= 1.543454
    PC18 > -0.4683644
    PC18 <= 2.129967
    PC34 <= 0.2791902
    PC40 > -1.264584
    PC79 > 0.5441294
    ->  class 0\|2  [0.924]

Rule 54/42: (9.2/0.2, lift 8.6)
    PC15 > -0.3012545
    PC18 <= -0.4683644
    PC20 <= -2.71062
    PC63 <= 1.031669
    PC84 <= -0.7205543
    PC89 > -0.1944822
    ->  class 0\|2  [0.893]

Rule 54/43: (7.4, lift 8.6)
    PC1 > -0.444371
    PC2 > 2.5099
    PC15 > -0.3012545
    PC18 <= -0.4683644
    PC20 <= -2.71062
    ->  class 0\|2  [0.893]

Rule 54/44: (34.3/3.1, lift 8.5)
    PC3 <= -1.894699
    PC12 <= 1.543454
    PC18 > -0.4683644
    PC18 <= 2.129967
    PC42 > -3.974739
    PC43 <= 1.800024
    PC59 <= -2.991374
    PC81 <= 1.427238
    ->  class 0\|2  [0.887]

Rule 54/45: (52.9/6.8, lift 8.3)
    PC7 > -0.7696513
    PC15 > -0.3012545
    PC18 <= -0.4683644
    PC20 <= -2.71062
    PC63 <= 1.031669
    PC89 <= -0.1944822
    ->  class 0\|2  [0.858]

Rule 54/46: (8.9/0.8, lift 8.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 <= -0.4683644
    PC20 > -2.71062
    PC43 > 0.8157452
    PC54 <= -0.6579261
    PC100 <= -0.03443519
    ->  class 0\|2  [0.836]

Rule 54/47: (12.8/1.6, lift 7.9)
    PC15 > -0.3012545
    PC18 <= -0.4683644
    PC20 <= -2.71062
    PC45 > 1.471491
    PC63 <= 1.031669
    ->  class 0\|2  [0.821]

Rule 54/48: (4.3/0.1, lift 7.9)
    PC2 > 2.5099
    PC6 > 0.1697944
    PC15 > -0.3012545
    PC20 <= -2.71062
    ->  class 0\|2  [0.819]

Rule 54/49: (9.3/1.5, lift 7.5)
    PC3 <= 1.640775
    PC7 <= -0.7696513
    PC18 > -2.430627
    PC18 <= -0.4683644
    PC92 > 0.6652916
    ->  class 0\|2  [0.778]

Rule 54/50: (245.7/77, lift 6.6)
    PC2 > 2.5099
    PC15 <= -0.3012545
    PC18 <= -0.4683644
    PC32 > 0.8979535
    PC38 <= 1.342233
    PC72 > -0.9728721
    PC74 <= 0.7841548
    ->  class 0\|2  [0.685]

Rule 54/51: (8098/6025.1, lift 2.5)
    PC2 > 2.5099
    ->  class 0\|2  [0.256]

Rule 54/52: (145.7, lift 11.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC15 <= -0.3012545
    PC18 <= -0.4683644
    PC29 > -4.281846
    PC58 <= 2.732408
    PC66 > -4.692316
    PC74 > 0.7841548
    ->  class 0\|3  [0.993]

Rule 54/53: (113.3, lift 11.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 > -7.83144
    PC7 > -0.7696513
    PC15 <= -0.3012545
    PC18 <= -0.4683644
    PC29 > -4.281846
    PC38 > -1.328534
    PC66 > -4.692316
    PC93 > 0.9565344
    ->  class 0\|3  [0.991]

Rule 54/54: (91.4, lift 11.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC15 <= -0.3012545
    PC18 <= -0.4683644
    PC38 > 1.342233
    ->  class 0\|3  [0.989]

Rule 54/55: (80.2, lift 11.0)
    PC2 > 2.5099
    PC4 > -7.83144
    PC8 <= -0.02650097
    PC15 <= -0.3012545
    PC18 <= -0.4683644
    PC32 > 0.8979535
    PC36 > -2.636861
    ->  class 0\|3  [0.988]

Rule 54/56: (85.5/0.1, lift 11.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC15 <= -0.3012545
    PC18 <= -0.4683644
    PC66 > -4.692316
    PC72 <= -0.9728721
    ->  class 0\|3  [0.987]

Rule 54/57: (51.2, lift 11.0)
    PC4 > -7.83144
    PC15 <= -0.3012545
    PC18 <= -0.4683644
    PC28 > 0.4673133
    PC32 > 0.8979535
    PC36 > -2.636861
    PC38 > -1.328534
    ->  class 0\|3  [0.981]

Rule 54/58: (51.8, lift 11.0)
    PC2 > 2.5099
    PC18 > -0.4683644
    PC80 <= -2.879315
    ->  class 0\|3  [0.981]

Rule 54/59: (90.7/0.8, lift 11.0)
    PC7 > -0.3993256
    PC13 > 6.92457
    PC18 > -0.4683644
    PC28 > 0.2764888
    PC47 > -0.8154143
    PC65 > -0.4597442
    PC93 > -0.3378307
    ->  class 0\|3  [0.980]

Rule 54/60: (40.8, lift 10.9)
    PC3 <= 1.640775
    PC15 <= -0.3012545
    PC18 <= -0.4683644
    PC58 > 2.732408
    PC90 > 0.2054336
    PC93 > -3.605738
    ->  class 0\|3  [0.977]

Rule 54/61: (39.2, lift 10.9)
    PC3 <= 1.640775
    PC18 <= -0.4683644
    PC56 <= -7.906567
    ->  class 0\|3  [0.976]

Rule 54/62: (37.9, lift 10.9)
    PC2 > 2.5099
    PC7 > -0.7696513
    PC15 <= -0.3012545
    PC18 <= -0.4683644
    PC43 > 1.759509
    PC66 > -4.692316
    ->  class 0\|3  [0.975]

Rule 54/63: (191.9/4.1, lift 10.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 > -6.916792
    PC8 <= 0.1142038
    PC10 > -1.301925
    PC15 <= -0.3012545
    PC18 <= -0.632102
    PC32 <= 0.8979535
    PC49 <= 0.9426984
    PC60 <= 0.6176429
    PC69 > -3.938603
    PC71 <= 0.9832113
    PC77 > -0.1312941
    PC81 <= 0.806196
    PC93 > -1.635361
    ->  class 0\|3  [0.974]

Rule 54/64: (32.6, lift 10.9)
    PC2 > 2.5099
    PC12 <= -1.535334
    PC38 > 2.743107
    PC43 <= 1.800024
    ->  class 0\|3  [0.971]

Rule 54/65: (27.3, lift 10.8)
    PC1 > -0.6518905
    PC3 <= 1.640775
    PC15 > -0.3012545
    PC18 <= -0.4683644
    PC20 > -2.71062
    PC54 > -0.6579261
    PC55 <= 0.2407464
    PC91 <= -0.6923494
    ->  class 0\|3  [0.966]

Rule 54/66: (25.9, lift 10.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC15 <= -0.3012545
    PC18 <= -0.4683644
    PC29 > -4.281846
    PC32 > 0.8979535
    PC46 <= -0.7940637
    ->  class 0\|3  [0.964]

Rule 54/67: (17.3, lift 10.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC16 > 0.7936247
    PC18 > -0.4683644
    PC43 > 1.800024
    ->  class 0\|3  [0.948]

Rule 54/68: (16.4, lift 10.6)
    PC3 <= 1.640775
    PC7 <= -0.7696513
    PC18 <= -2.430627
    PC33 <= -1.425962
    ->  class 0\|3  [0.946]

Rule 54/69: (443.2/25.4, lift 10.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 > -6.916792
    PC10 > -2.678297
    PC15 <= -0.3012545
    PC18 <= -0.632102
    PC32 <= 0.8979535
    PC38 > -1.328534
    PC40 > -2.341466
    PC58 <= 2.732408
    PC66 > -4.692316
    PC69 > -3.938603
    PC77 <= -0.1312941
    PC93 > -3.605738
    ->  class 0\|3  [0.941]

Rule 54/70: (24/0.9, lift 10.4)
    PC2 > 2.5099
    PC7 > -0.7696513
    PC11 <= -0.03689899
    PC15 > -0.3012545
    PC18 <= -0.4683644
    PC54 > -0.6579261
    ->  class 0\|3  [0.927]

Rule 54/71: (38.2/1.9, lift 10.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC42 <= -3.974739
    ->  class 0\|3  [0.927]

Rule 54/72: (24.9/1.2, lift 10.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 > -0.7696513
    PC15 > -0.3012545
    PC17 <= -2.720849
    PC20 > -2.71062
    ->  class 0\|3  [0.919]

Rule 54/73: (24.3/1.5, lift 10.1)
    PC7 <= -0.7696513
    PC18 <= -2.430627
    PC22 > 1.601186
    PC58 <= 2.474154
    ->  class 0\|3  [0.904]

Rule 54/74: (8.2, lift 10.1)
    PC13 > 6.92457
    PC38 <= -3.125318
    PC65 <= -0.4597442
    ->  class 0\|3  [0.902]

Rule 54/75: (149.1/14.9, lift 10.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 > -0.7696513
    PC17 > -2.720849
    PC18 <= -0.4683644
    PC28 > -1.019413
    PC54 <= -0.6579261
    PC63 <= 1.031669
    PC68 <= 0.5656767
    PC100 <= -0.03443519
    ->  class 0\|3  [0.895]

Rule 54/76: (6.8, lift 9.9)
    PC15 > -0.3012545
    PC18 <= -0.4683644
    PC20 > -2.71062
    PC28 > 3.778366
    PC54 > -0.6579261
    ->  class 0\|3  [0.886]

Rule 54/77: (52.7/6.8, lift 9.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC17 > -2.720849
    PC18 <= -0.4683644
    PC22 <= -2.321789
    PC55 <= 0.2407464
    ->  class 0\|3  [0.858]

Rule 54/78: (85.5/12.2, lift 9.5)
    PC4 > -7.83144
    PC4 <= -6.916792
    PC7 > -0.7696513
    PC10 > -2.678297
    PC15 <= -0.3012545
    PC18 <= -0.4683644
    PC32 <= 0.8979535
    PC38 > -1.328534
    PC40 > -2.341466
    PC66 <= 0.897558
    PC87 <= 0.1267545
    PC96 > -0.5272259
    ->  class 0\|3  [0.849]

Rule 54/79: (18.4/2.2, lift 9.4)
    PC4 <= -7.83144
    PC15 <= -0.3012545
    PC31 > -0.08959482
    PC40 > -2.341466
    PC58 <= 2.732408
    ->  class 0\|3  [0.842]

Rule 54/80: (13.4/2.1, lift 8.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC12 > 1.543454
    PC13 <= 6.92457
    PC18 > -0.4683644
    PC18 <= 2.129967
    PC43 <= 1.800024
    ->  class 0\|3  [0.796]

Rule 54/81: (541/113.5, lift 8.8)
    PC7 > -0.7696513
    PC10 > -6.299334
    PC18 <= -0.4683644
    PC20 <= -2.71062
    PC63 <= 1.031669
    ->  class 0\|3  [0.789]

Rule 54/82: (12.8/4.4, lift 7.1)
    PC7 <= -0.7696513
    PC18 <= -0.4683644
    PC85 <= -2.089015
    ->  class 0\|3  [0.636]

Rule 54/83: (61, lift 18.3)
    PC2 <= 2.5099
    PC3 > 6.929032
    PC25 > 0.6703465
    ->  class 1\|0  [0.984]

Rule 54/84: (61.4/0.2, lift 18.3)
    PC1 > -0.2019541
    PC2 <= 2.5099
    PC3 <= 0.7432103
    PC9 > -0.1601986
    PC12 <= 2.673064
    PC19 > -1.336973
    PC21 <= 1.737025
    PC96 > 0.2893303
    ->  class 1\|0  [0.982]

Rule 54/85: (146.5/2.4, lift 18.2)
    PC2 > 2.5099
    PC8 > -3.622398
    PC14 > -0.1106345
    PC16 <= -0.8879908
    PC18 <= 0.7362046
    PC21 > -0.1779146
    PC27 <= 0.64168
    PC33 > -0.5413352
    PC38 > -0.3322047
    PC39 > -0.09693813
    PC41 > 0.1744203
    PC42 > -1.179407
    PC45 <= -0.1469328
    PC64 > 0.5381621
    PC73 <= 0.3521679
    PC77 <= 0.7041603
    PC92 <= 0.5479771
    PC100 > -0.8058769
    ->  class 1\|0  [0.977]

Rule 54/86: (440.5/12, lift 18.1)
    PC6 <= 7.471952
    PC9 > -0.09433286
    PC11 <= 1.249153
    PC12 > 2.673064
    PC16 <= 2.614301
    PC17 > 0.4221847
    PC21 > -0.871241
    ->  class 1\|0  [0.971]

Rule 54/87: (219.2/14.2, lift 17.3)
    PC1 > -0.2019541
    PC2 <= 2.5099
    PC3 <= 0.7432103
    PC6 <= 3.641865
    PC9 > -0.1601986
    PC19 > -1.336973
    PC21 <= 1.737025
    PC51 <= 0.4237113
    PC68 <= 1.034019
    PC82 > -0.4209382
    ->  class 1\|0  [0.931]

Rule 54/88: (209.8/15.7, lift 17.2)
    PC2 > 2.5099
    PC3 > 1.640775
    PC8 > -3.622398
    PC14 > -0.1106345
    PC15 > 1.35974
    PC21 > -0.1779146
    PC33 > -0.5413352
    PC39 > -0.09693813
    PC83 > -0.4309384
    PC86 <= 0.5552485
    PC94 <= 0.1063389
    ->  class 1\|0  [0.921]

Rule 54/89: (411.2/34, lift 17.0)
    PC1 > -0.3062993
    PC6 <= 7.471952
    PC9 > -0.09433286
    PC12 > 2.673064
    PC21 > -0.871241
    PC68 > -1.211164
    PC98 <= 0.05169337
    ->  class 1\|0  [0.915]

Rule 54/90: (7/0.4, lift 15.8)
    PC1 > -0.2019541
    PC3 <= 0.7432103
    PC6 > 3.641865
    PC8 > 0.8120257
    PC12 <= 2.673064
    PC19 > -1.336973
    ->  class 1\|0  [0.849]

Rule 54/91: (46.7/7.6, lift 15.3)
    PC3 > 0.7432103
    PC31 <= -0.02163382
    PC48 > 0.6985834
    PC61 > -0.7022358
    PC89 > 0.166173
    ->  class 1\|0  [0.823]

Rule 54/92: (5.7/0.7, lift 14.5)
    PC3 > 0.7432103
    PC16 <= 2.756547
    PC32 <= 0.4811479
    PC46 > 1.406971
    PC57 > 0.1281978
    ->  class 1\|0  [0.780]

Rule 54/93: (166.6/82.9, lift 9.4)
    PC1 > -0.3062993
    PC1 <= -0.2019541
    PC12 <= 0.028365
    PC100 > -0.2614013
    ->  class 1\|0  [0.502]

Rule 54/94: (158.7, lift 16.3)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC86 > 0.5552485
    ->  class 1\|1  [0.994]

Rule 54/95: (136.1, lift 16.3)
    PC1 > -0.3062993
    PC12 > 2.673064
    PC21 <= -0.871241
    PC32 <= 1.907613
    ->  class 1\|1  [0.993]

Rule 54/96: (119, lift 16.3)
    PC2 > 2.5099
    PC3 > 1.640775
    PC15 <= 1.35974
    PC16 <= -0.8879908
    PC64 <= 0.5381621
    ->  class 1\|1  [0.992]

Rule 54/97: (105.3, lift 16.2)
    PC2 > 2.5099
    PC3 > 1.640775
    PC15 <= 1.35974
    PC16 <= -0.8879908
    PC41 <= 0.1744203
    ->  class 1\|1  [0.991]

Rule 54/98: (85, lift 16.2)
    PC1 > -0.3062993
    PC3 <= 0.7432103
    PC6 > 3.641865
    PC8 <= 0.8120257
    PC9 > -0.1601986
    PC12 <= 2.673064
    PC19 > -1.336973
    PC96 <= 0.2893303
    PC98 <= 0.2931648
    ->  class 1\|1  [0.989]

Rule 54/99: (62.7, lift 16.1)
    PC2 > 2.5099
    PC3 > 1.640775
    PC15 <= 1.35974
    PC16 <= -0.8879908
    PC45 > -0.1469328
    ->  class 1\|1  [0.985]

Rule 54/100: (81.5/0.4, lift 16.1)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= 1.26344
    PC49 <= 0.1963117
    PC51 > -0.7561268
    PC98 > 0.3082755
    ->  class 1\|1  [0.983]

Rule 54/101: (128.8/1.3, lift 16.1)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC21 <= -0.1779146
    ->  class 1\|1  [0.982]

Rule 54/102: (54.2, lift 16.1)
    PC3 > 1.640775
    PC14 <= -0.1106345
    PC16 <= -0.8879908
    PC39 > -0.09693813
    PC100 > -0.8058769
    ->  class 1\|1  [0.982]

Rule 54/103: (44.9, lift 16.0)
    PC3 > 0.7432103
    PC48 > 0.6985834
    PC61 > -0.7022358
    PC89 <= 0.166173
    ->  class 1\|1  [0.979]

Rule 54/104: (42.2, lift 16.0)
    PC1 > -0.3062993
    PC9 > -0.09433286
    PC11 > 1.249153
    PC12 > 2.673064
    ->  class 1\|1  [0.977]

Rule 54/105: (132.5/2.1, lift 16.0)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC94 > 0.1063389
    ->  class 1\|1  [0.977]

Rule 54/106: (40.7, lift 16.0)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC27 > 0.64168
    ->  class 1\|1  [0.977]

Rule 54/107: (39.6, lift 16.0)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC33 <= -0.5413352
    ->  class 1\|1  [0.976]

Rule 54/108: (33.9, lift 15.9)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -0.8879908
    PC16 <= 1.26344
    PC49 > 0.1963117
    PC51 > -0.7561268
    ->  class 1\|1  [0.972]

Rule 54/109: (37.1/0.1, lift 15.9)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC39 <= -0.09693813
    ->  class 1\|1  [0.971]

Rule 54/110: (141.3/3.4, lift 15.9)
    PC6 > 7.471952
    PC12 > 2.673064
    ->  class 1\|1  [0.970]

Rule 54/111: (29, lift 15.9)
    PC1 > -0.3062993
    PC3 <= 0.7432103
    PC8 <= 1.393076
    PC18 > 0.1652419
    PC19 <= -1.336973
    PC82 <= 0.5654639
    ->  class 1\|1  [0.968]

Rule 54/112: (97.6/2.5, lift 15.8)
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC38 > -0.3322047
    PC39 > -0.09693813
    PC73 > 0.3521679
    PC92 <= 0.5479771
    ->  class 1\|1  [0.965]

Rule 54/113: (33.2/0.3, lift 15.8)
    PC1 > -0.3062993
    PC2 <= 2.5099
    PC6 <= 7.471952
    PC12 > 2.673064
    PC17 <= 0.4221847
    PC98 > 0.05169337
    ->  class 1\|1  [0.963]

Rule 54/114: (23.1, lift 15.7)
    PC2 > 2.5099
    PC8 <= -3.622398
    PC16 <= -0.8879908
    ->  class 1\|1  [0.960]

Rule 54/115: (20.6, lift 15.7)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC77 > 0.7041603
    ->  class 1\|1  [0.956]

Rule 54/116: (18, lift 15.6)
    PC1 > 11.43547
    PC8 > -4.616251
    PC8 <= -0.8079172
    PC9 <= -0.1601986
    PC19 > -1.336973
    ->  class 1\|1  [0.950]

Rule 54/117: (18, lift 15.6)
    PC1 > -0.2019541
    PC3 <= 0.7432103
    PC8 > -4.616251
    PC9 <= -0.1601986
    PC19 > -1.336973
    PC86 > 0.6583086
    ->  class 1\|1  [0.950]

Rule 54/118: (17.9, lift 15.6)
    PC3 > 1.640775
    PC15 <= 1.35974
    PC16 <= -0.8879908
    PC18 > 0.7362046
    ->  class 1\|1  [0.950]

Rule 54/119: (17.3, lift 15.5)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC83 <= -0.4309384
    ->  class 1\|1  [0.948]

Rule 54/120: (25.7/0.9, lift 15.3)
    PC1 > -0.3062993
    PC3 <= 0.7432103
    PC9 > -0.1601986
    PC12 <= 2.673064
    PC19 > -1.336973
    PC51 > 0.4237113
    ->  class 1\|1  [0.932]

Rule 54/121: (11.9, lift 15.2)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= 1.26344
    PC51 > -0.7561268
    PC97 > 1.528132
    ->  class 1\|1  [0.928]

Rule 54/122: (16.3/0.4, lift 15.2)
    PC1 > -0.2019541
    PC2 <= 2.5099
    PC3 <= 0.7432103
    PC8 > -4.616251
    PC82 <= -0.4209382
    ->  class 1\|1  [0.926]

Rule 54/123: (22.5/0.9, lift 15.2)
    PC1 > -0.3062993
    PC2 <= 2.5099
    PC6 <= -3.131424
    PC8 <= 1.393076
    PC19 <= -1.336973
    PC82 <= 0.5654639
    PC99 > -1.757283
    ->  class 1\|1  [0.924]

Rule 54/124: (11.2, lift 15.2)
    PC1 > -0.3062993
    PC2 <= 2.5099
    PC3 <= 0.7432103
    PC9 > -0.1601986
    PC12 <= 2.673064
    PC19 > -1.336973
    PC23 <= 2.17248
    PC68 > 1.034019
    ->  class 1\|1  [0.924]

Rule 54/125: (45/2.6, lift 15.1)
    PC2 > 2.5099
    PC3 > 1.640775
    PC38 <= -0.3322047
    PC92 <= 0.5479771
    ->  class 1\|1  [0.924]

Rule 54/126: (10.3, lift 15.1)
    PC1 > -0.3062993
    PC8 <= 1.393076
    PC12 > 1.93786
    PC19 <= -1.336973
    ->  class 1\|1  [0.919]

Rule 54/127: (61.8/5.1, lift 14.8)
    PC1 > -0.3062993
    PC2 <= 2.5099
    PC3 > 0.7432103
    PC3 <= 0.8779221
    PC19 > -1.460245
    ->  class 1\|1  [0.904]

Rule 54/128: (58/4.8, lift 14.8)
    PC2 <= 2.5099
    PC3 > 6.929032
    PC17 <= -0.6274766
    ->  class 1\|1  [0.904]

Rule 54/129: (29.4/2.8, lift 14.4)
    PC2 <= 2.5099
    PC3 > 6.929032
    PC82 <= -0.7688722
    ->  class 1\|1  [0.878]

Rule 54/130: (33.3/3.4, lift 14.3)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC100 <= -0.8058769
    ->  class 1\|1  [0.875]

Rule 54/131: (22.8/2.2, lift 14.3)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC92 > 0.5479771
    ->  class 1\|1  [0.872]

Rule 54/132: (5.3, lift 14.1)
    PC2 > 2.5099
    PC3 > 1.640775
    PC15 <= 1.35974
    PC16 <= -0.8879908
    PC42 <= -1.179407
    ->  class 1\|1  [0.863]

Rule 54/133: (14.7/2, lift 13.4)
    PC1 > -0.3062993
    PC3 <= 0.7432103
    PC8 <= 1.393076
    PC19 <= -1.336973
    PC82 <= 0.5654639
    PC99 <= -1.757283
    ->  class 1\|1  [0.818]

Rule 54/134: (16.6/2.4, lift 13.4)
    PC1 > -0.2019541
    PC2 <= 2.5099
    PC3 > 0.7432103
    PC4 > 0.9132453
    ->  class 1\|1  [0.817]

Rule 54/135: (192.5/42, lift 12.8)
    PC3 > 0.7432103
    PC4 <= 0.9132453
    PC12 <= 2.673064
    PC16 <= 2.756547
    PC32 <= 0.4811479
    PC46 > 1.406971
    ->  class 1\|1  [0.779]

Rule 54/136: (77.4/17.6, lift 12.6)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -0.8879908
    PC16 <= 1.26344
    PC38 <= -0.00330259
    PC51 > -0.7561268
    ->  class 1\|1  [0.766]

Rule 54/137: (25.9/12.6, lift 8.4)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC3 > 0.4500062
    PC8 > -0.2273773
    ->  class 1\|1  [0.514]

Rule 54/138: (118.2, lift 15.6)
    PC2 <= 2.5099
    PC3 > 6.929032
    PC12 <= 2.673064
    PC17 > -0.6274766
    PC25 <= 0.6703465
    PC82 > -0.7688722
    ->  class 1\|2  [0.992]

Rule 54/139: (155.2/0.7, lift 15.6)
    PC1 > 6.280995
    PC3 <= 0.7432103
    PC6 > -3.131424
    PC12 <= 1.93786
    PC18 <= 0.1652419
    PC19 <= -1.336973
    PC79 <= 0.4797541
    PC82 <= 0.5654639
    PC99 > -1.757283
    ->  class 1\|2  [0.989]

Rule 54/140: (91.9, lift 15.6)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > 1.26344
    PC51 > -0.7561268
    ->  class 1\|2  [0.989]

Rule 54/141: (47.6, lift 15.4)
    PC1 > -0.3062993
    PC3 <= 0.7432103
    PC6 > 3.641865
    PC98 > 0.2931648
    ->  class 1\|2  [0.980]

Rule 54/142: (39.6, lift 15.4)
    PC1 > -0.3062993
    PC1 <= 6.280995
    PC3 <= 0.7432103
    PC6 > -3.131424
    PC8 <= 1.393076
    PC12 <= 1.93786
    PC14 <= 0.7324552
    PC19 <= -1.336973
    ->  class 1\|2  [0.976]

Rule 54/143: (36.1, lift 15.3)
    PC2 <= 2.5099
    PC3 > 0.7432103
    PC12 <= 2.673064
    PC46 <= 1.406971
    PC59 <= -1.30017
    PC70 <= 0.7989666
    ->  class 1\|2  [0.974]

Rule 54/144: (89.9/1.9, lift 15.3)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -0.8879908
    PC38 > -0.00330259
    PC49 <= 0.1963117
    PC51 > -0.7561268
    PC97 <= 1.528132
    PC98 <= 0.3082755
    ->  class 1\|2  [0.969]

Rule 54/145: (247.8/8.4, lift 15.2)
    PC1 > -0.2019541
    PC2 <= 2.5099
    PC3 > 0.8779221
    PC3 <= 6.929032
    PC4 <= 0.9132453
    PC12 <= 2.673064
    PC13 <= 0.05598802
    PC14 <= 0.68241
    PC15 <= 3.904684
    PC37 > -1.43737
    PC46 <= 1.406971
    PC65 <= 0.2479686
    PC75 <= 1.649806
    PC80 <= 0.8678457
    ->  class 1\|2  [0.962]

Rule 54/146: (21.8, lift 15.1)
    PC1 > -0.2019541
    PC3 > 0.7432103
    PC48 > 0.6985834
    PC61 <= -0.7022358
    ->  class 1\|2  [0.958]

Rule 54/147: (124.1/6.4, lift 14.8)
    PC2 > 2.5099
    PC3 > 1.640775
    PC11 > -0.1249854
    PC15 > -1.599951
    PC16 > -0.8879908
    PC51 <= -0.7561268
    PC93 > -0.5845286
    ->  class 1\|2  [0.941]

Rule 54/148: (45.8/2.1, lift 14.7)
    PC2 <= 2.5099
    PC3 > 0.8779221
    PC12 <= 2.673064
    PC37 <= -1.43737
    PC48 <= 0.6985834
    ->  class 1\|2  [0.935]

Rule 54/149: (113.8/7.8, lift 14.6)
    PC2 <= 2.5099
    PC3 > 0.8779221
    PC12 <= 2.673064
    PC46 <= 1.406971
    PC70 <= 0.7989666
    PC80 > 0.8678457
    ->  class 1\|2  [0.924]

Rule 54/150: (9.6, lift 14.4)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -1.929983
    PC12 <= 5.58542
    PC15 > 3.946699
    PC37 > 0.5041375
    ->  class 1\|2  [0.914]

Rule 54/151: (65.3/4.9, lift 14.4)
    PC2 <= 2.5099
    PC4 <= 0.9132453
    PC7 <= -5.425717
    PC14 <= 0.68241
    PC46 <= 1.406971
    PC48 <= 0.6985834
    PC80 <= 0.8678457
    ->  class 1\|2  [0.912]

Rule 54/152: (9, lift 14.3)
    PC1 > -0.3062993
    PC8 > -4.616251
    PC14 <= 0.68241
    PC53 > 0.9386595
    PC65 > 0.2479686
    ->  class 1\|2  [0.909]

Rule 54/153: (8.9, lift 14.3)
    PC1 > -0.3062993
    PC2 <= 2.5099
    PC14 <= 0.68241
    PC46 <= 1.406971
    PC65 > 0.2479686
    PC81 <= -0.7326643
    ->  class 1\|2  [0.908]

Rule 54/154: (6, lift 13.8)
    PC1 > -0.3062993
    PC9 > -0.09433286
    PC12 > 2.673064
    PC16 > 2.614301
    PC21 > -0.871241
    PC68 > -1.211164
    ->  class 1\|2  [0.874]

Rule 54/155: (99.3/15.9, lift 13.1)
    PC3 > 0.8779221
    PC12 <= 2.673064
    PC14 <= 0.68241
    PC46 <= 1.406971
    PC59 <= -0.9888341
    PC81 > -0.7326643
    ->  class 1\|2  [0.833]

Rule 54/156: (150/38.5, lift 11.7)
    PC2 <= 2.5099
    PC3 > 0.8779221
    PC3 <= 6.929032
    PC12 <= 2.673064
    PC16 <= 2.756547
    PC46 > 1.406971
    PC48 <= 0.6985834
    ->  class 1\|2  [0.740]

Rule 54/157: (40.6/15.9, lift 9.5)
    PC1 > -0.3062993
    PC3 > 0.7432103
    PC3 <= 0.8779221
    PC19 <= -1.460245
    ->  class 1\|2  [0.603]

Rule 54/158: (1272.1/728.2, lift 6.7)
    PC1 > -0.3062993
    PC16 > 1.854122
    ->  class 1\|2  [0.428]

Rule 54/159: (258.6/2.2, lift 15.0)
    PC1 > -0.3062993
    PC2 <= 2.5099
    PC3 > 0.7432103
    PC14 > 0.68241
    PC37 > -1.43737
    PC46 <= 1.406971
    PC59 > -1.30017
    PC68 <= 0.7558922
    PC80 <= 0.8678457
    ->  class 1\|3  [0.988]

Rule 54/160: (96.3/0.7, lift 14.9)
    PC3 > 0.7432103
    PC3 <= 6.929032
    PC15 > 3.904684
    PC46 <= 1.406971
    PC65 <= 0.2479686
    PC80 <= 0.8678457
    ->  class 1\|3  [0.983]

Rule 54/161: (57.5/0.2, lift 14.9)
    PC3 > 0.8779221
    PC3 <= 6.929032
    PC4 <= 0.9132453
    PC13 > 0.05598802
    PC37 > -1.43737
    PC46 <= 1.406971
    PC59 > -1.30017
    PC65 <= 0.2479686
    PC80 <= 0.8678457
    ->  class 1\|3  [0.981]

Rule 54/162: (79.9/1.1, lift 14.8)
    PC2 > 2.5099
    PC3 > 1.640775
    PC15 <= -1.599951
    PC51 <= -0.7561268
    PC60 > -0.9794026
    ->  class 1\|3  [0.974]

Rule 54/163: (21.2, lift 14.5)
    PC1 > -0.3062993
    PC7 > -5.425717
    PC48 <= 0.6985834
    PC55 > 0.3612134
    PC59 > -1.30017
    PC65 > 0.2479686
    PC96 > 1.06368
    ->  class 1\|3  [0.957]

Rule 54/164: (15.5, lift 14.3)
    PC1 > -0.3062993
    PC19 <= -1.336973
    PC79 > 0.4797541
    PC82 <= 0.5654639
    ->  class 1\|3  [0.943]

Rule 54/165: (239.9/14.6, lift 14.2)
    PC1 > -0.2019541
    PC1 <= 6.280995
    PC14 > 0.7324552
    PC19 <= -1.336973
    PC82 <= 0.5654639
    ->  class 1\|3  [0.935]

Rule 54/166: (313.6/19.7, lift 14.2)
    PC2 <= 2.5099
    PC3 > 0.8779221
    PC3 <= 6.929032
    PC4 <= 0.9132453
    PC7 > -5.425717
    PC14 <= 0.68241
    PC46 <= 1.406971
    PC48 <= 0.6985834
    PC53 <= 0.9386595
    PC55 <= 0.3612134
    PC59 > -0.9888341
    PC65 > 0.2479686
    PC70 <= 0.7989666
    PC81 > -0.7326643
    PC92 > -0.4374368
    ->  class 1\|3  [0.934]

Rule 54/167: (62.9/5.1, lift 13.7)
    PC2 > 2.5099
    PC3 > 1.640775
    PC51 <= -0.7561268
    PC93 <= -0.5845286
    ->  class 1\|3  [0.907]

Rule 54/168: (8, lift 13.6)
    PC1 > -0.3062993
    PC12 > 2.673064
    PC21 > -0.871241
    PC68 <= -1.211164
    ->  class 1\|3  [0.900]

Rule 54/169: (29/2.7, lift 13.4)
    PC3 > 0.7432103
    PC16 > 2.756547
    PC46 > 1.406971
    ->  class 1\|3  [0.881]

Rule 54/170: (103.3/13.7, lift 13.0)
    PC1 > 1.379516
    PC3 > 0.8779221
    PC3 <= 6.929032
    PC7 > -5.425717
    PC37 > -1.43737
    PC46 <= 1.406971
    PC48 <= 0.6985834
    PC59 > -1.30017
    PC65 > 0.2479686
    ->  class 1\|3  [0.860]

Rule 54/171: (5.1, lift 13.0)
    PC3 > 0.7432103
    PC31 > -0.02163382
    PC48 > 0.6985834
    PC61 > -0.7022358
    ->  class 1\|3  [0.859]

Rule 54/172: (8.3/0.8, lift 12.4)
    PC1 > -0.3062993
    PC1 <= -0.2019541
    PC12 > 0.028365
    PC34 > -0.2005687
    PC100 > -0.2614013
    ->  class 1\|3  [0.821]

Rule 54/173: (11.3/2.9, lift 10.7)
    PC2 > 2.5099
    PC3 > 1.640775
    PC11 <= -0.1249854
    PC16 > -0.8879908
    PC51 <= -0.7561268
    ->  class 1\|3  [0.706]

Rule 54/174: (17.7/6.8, lift 9.1)
    PC1 > -0.3062993
    PC3 <= 6.929032
    PC4 <= 0.9132453
    PC46 <= 1.406971
    PC48 <= 0.6985834
    PC70 > 0.7989666
    ->  class 1\|3  [0.603]

Rule 54/175: (64.6, lift 13.0)
    PC1 > -0.3062993
    PC3 <= 0.7432103
    PC8 > 1.393076
    PC19 <= -1.336973
    PC44 > -0.6110656
    ->  class 2\|0  [0.985]

Rule 54/176: (410.4/7.2, lift 13.0)
    PC8 > 1.277736
    PC11 > -0.9337804
    PC15 <= 1.804218
    PC19 <= -0.1051269
    PC20 <= 0.1357512
    PC22 <= 0.9206888
    PC25 <= 0.2649227
    PC28 <= 0.1391531
    PC46 <= 1.604295
    PC60 > -0.3873945
    PC62 <= 0.9697842
    PC70 <= 0.06223076
    PC71 <= 0.8223667
    PC95 > -0.4990022
    PC96 > -0.3563694
    ->  class 2\|0  [0.980]

Rule 54/177: (42.3, lift 12.9)
    PC1 <= -0.3062993
    PC8 > 1.277736
    PC15 <= 2.635274
    PC20 <= 0.1357512
    PC44 <= 2.230766
    PC46 <= 1.604295
    PC60 > -0.3873945
    PC78 > 0.6256552
    PC96 > -0.3563694
    ->  class 2\|0  [0.977]

Rule 54/178: (100.4/2.3, lift 12.8)
    PC8 > -0.2273773
    PC11 > -0.9337804
    PC21 > 2.500081
    PC22 <= 0.7320785
    PC80 <= 1.007321
    PC96 > -0.3563694
    ->  class 2\|0  [0.968]

Rule 54/179: (7.6, lift 11.9)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC4 > -0.4762218
    PC8 > -0.2273773
    PC8 <= 1.277736
    PC21 <= -0.2930273
    PC44 > 0.6021686
    PC62 > -1.116558
    ->  class 2\|0  [0.896]

Rule 54/180: (20.7/1.6, lift 11.7)
    PC1 > -0.3062993
    PC3 <= 0.7432103
    PC8 > -0.8079172
    PC9 <= -0.1601986
    PC33 <= -0.006961339
    PC38 <= -0.03637125
    PC78 <= 0.2821145
    PC86 <= 0.6583086
    ->  class 2\|0  [0.885]

Rule 54/181: (14.5/2.6, lift 10.4)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC8 <= 1.277736
    PC62 <= -1.116558
    PC93 > 0.4616581
    ->  class 2\|0  [0.782]

Rule 54/182: (986.3/451.6, lift 7.2)
    PC1 > -0.3062993
    PC1 <= -0.2019541
    PC2 <= 2.5099
    PC12 > 0.028365
    PC34 <= -0.2005687
    PC100 > -0.2614013
    ->  class 2\|0  [0.542]

Rule 54/183: (3004.6/2114.5, lift 3.9)
    PC8 > 1.277736
    PC96 > -0.3563694
    ->  class 2\|0  [0.296]

Rule 54/184: (75.2, lift 10.5)
    PC3 <= 0.4500062
    PC8 > 1.277736
    PC15 <= 1.804218
    PC19 > -0.1051269
    PC20 <= 0.1357512
    PC21 <= 1.466557
    PC70 <= 0.06223076
    ->  class 2\|1  [0.987]

Rule 54/185: (75.5/0.1, lift 10.5)
    PC1 <= -0.3062993
    PC8 > 1.277736
    PC46 > 1.604295
    ->  class 2\|1  [0.986]

Rule 54/186: (61.8, lift 10.5)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -1.929983
    PC12 > 5.58542
    ->  class 2\|1  [0.984]

Rule 54/187: (42.5, lift 10.4)
    PC2 > -1.934819
    PC2 <= -1.025067
    PC3 > -1.969858
    PC6 <= 1.433258
    PC8 > -0.2273773
    PC8 <= 1.277736
    PC60 <= 1.104911
    PC73 <= 0.1819701
    ->  class 2\|1  [0.978]

Rule 54/188: (167.1/2.6, lift 10.5)
    PC3 <= 0.4500062
    PC8 > 1.277736
    PC11 <= -0.9337804
    PC20 <= 0.1357512
    PC96 > -0.3563694
    ->  class 2\|1  [0.978]

Rule 54/189: (54.2/0.3, lift 10.4)
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC31 > -0.9800549
    PC44 <= 0.6021686
    PC76 > -0.3166705
    PC87 <= -0.8417074
    ->  class 2\|1  [0.978]

Rule 54/190: (133.8/2.1, lift 10.4)
    PC2 <= -1.025067
    PC6 <= 1.433258
    PC8 > -0.2273773
    PC8 <= 1.277736
    PC9 > -2.409079
    PC11 > -1.980569
    PC24 <= 0.230838
    PC44 <= 0.6021686
    PC45 > 0.0393493
    PC52 > -0.07322823
    PC55 <= 0.6944523
    PC60 <= 1.104911
    PC66 <= 0.5666859
    PC73 <= 0.1819701
    PC74 > -0.886155
    PC89 <= 0.397957
    PC93 > -0.2567859
    ->  class 2\|1  [0.977]

Rule 54/191: (39.8, lift 10.4)
    PC2 <= 2.5099
    PC3 > -1.969858
    PC3 <= 0.4500062
    PC8 > -0.2273773
    PC8 <= 1.277736
    PC54 <= 0.4633507
    PC56 > -0.3967071
    PC62 <= -1.116558
    PC93 <= 0.4616581
    ->  class 2\|1  [0.976]

Rule 54/192: (125.2/2.4, lift 10.4)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > 1.277736
    PC60 > -0.3873945
    PC64 > -0.1618118
    PC68 <= 1.182223
    PC70 > 0.06223076
    PC78 <= 0.6256552
    ->  class 2\|1  [0.974]

Rule 54/193: (37.1, lift 10.4)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC31 > -0.9800549
    PC48 <= -0.8573541
    PC88 > -0.3678097
    ->  class 2\|1  [0.974]

Rule 54/194: (33.8, lift 10.4)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -1.929983
    PC8 <= -0.2273773
    PC28 <= -0.1979612
    ->  class 2\|1  [0.972]

Rule 54/195: (31.1, lift 10.4)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC6 <= 1.433258
    PC8 > -0.2273773
    PC8 <= 1.277736
    PC31 > -0.9800549
    PC44 <= 0.6021686
    PC46 <= -0.3902611
    PC54 <= 1.702523
    PC62 > -1.116558
    ->  class 2\|1  [0.970]

Rule 54/196: (31.9, lift 10.4)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > 1.277736
    PC20 > -0.2325197
    PC22 > 0.9206888
    ->  class 2\|1  [0.970]

Rule 54/197: (29.9, lift 10.3)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC4 <= -0.4762218
    PC8 > -0.2273773
    PC8 <= 1.277736
    ->  class 2\|1  [0.969]

Rule 54/198: (24.3, lift 10.3)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC15 <= 2.635274
    PC36 <= -0.262153
    PC64 <= -0.1618118
    PC68 <= 1.182223
    PC70 > 0.06223076
    ->  class 2\|1  [0.962]

Rule 54/199: (24.5, lift 10.3)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC44 <= 0.6021686
    PC54 <= 1.702523
    PC100 <= -1.118593
    ->  class 2\|1  [0.962]

Rule 54/200: (21.8, lift 10.2)
    PC1 <= -0.3062993
    PC8 > 1.277736
    PC44 > 2.230766
    ->  class 2\|1  [0.958]

Rule 54/201: (87.5/2.7, lift 10.2)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC15 <= 2.635274
    PC20 <= 0.1357512
    PC28 > 0.1391531
    PC46 <= 1.604295
    ->  class 2\|1  [0.958]

Rule 54/202: (80.6/2.5, lift 10.2)
    PC1 <= -0.3062993
    PC2 <= -1.025067
    PC6 <= 1.433258
    PC8 > -0.2273773
    PC8 <= 1.277736
    PC31 > -0.9800549
    PC45 <= 0.02291359
    PC65 > -0.5911899
    PC73 <= 0.1819701
    PC76 > -0.3166705
    ->  class 2\|1  [0.957]

Rule 54/203: (409.3/17, lift 10.2)
    PC4 <= 0.1403024
    PC8 > 1.277736
    PC8 <= 5.691592
    PC11 > -0.9337804
    PC15 > -2.069242
    PC20 <= 0.1357512
    PC21 <= 2.500081
    PC22 <= 0.7320785
    PC42 > -0.8743559
    PC53 <= 1.349651
    PC60 <= -0.3873945
    PC80 <= 1.007321
    ->  class 2\|1  [0.956]

Rule 54/204: (129.7/4.8, lift 10.2)
    PC1 <= -0.3062993
    PC8 > 1.277736
    PC12 <= -1.318698
    PC60 > -0.3873945
    ->  class 2\|1  [0.956]

Rule 54/205: (98.5/3.6, lift 10.2)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC31 > -0.9800549
    PC32 <= 0.4928412
    PC44 <= 0.6021686
    PC46 > -0.3902611
    PC76 > -0.3166705
    PC88 <= -0.3678097
    ->  class 2\|1  [0.954]

Rule 54/206: (17.6, lift 10.1)
    PC1 <= -0.3062993
    PC8 > 1.277736
    PC8 <= 1.67112
    PC20 > 0.1357512
    PC32 > 0.1961149
    ->  class 2\|1  [0.949]

Rule 54/207: (17.4, lift 10.1)
    PC1 > -0.3062993
    PC3 <= 0.7432103
    PC8 > -4.616251
    PC19 <= -1.336973
    PC82 > 0.5654639
    ->  class 2\|1  [0.948]

Rule 54/208: (16.1, lift 10.1)
    PC8 > 5.691592
    PC45 > -0.1440833
    PC60 <= -0.3873945
    ->  class 2\|1  [0.945]

Rule 54/209: (21/0.3, lift 10.1)
    PC1 <= -0.3062993
    PC8 > 1.277736
    PC20 > -0.2325197
    PC60 > -0.3873945
    PC71 > 0.8223667
    ->  class 2\|1  [0.943]

Rule 54/210: (37.6/1.4, lift 10.0)
    PC1 > -0.2019541
    PC2 <= 2.5099
    PC8 > -0.8079172
    PC9 <= -0.1601986
    PC19 > -1.336973
    PC33 > -0.006961339
    PC38 <= -0.03637125
    PC78 <= 0.2821145
    ->  class 2\|1  [0.940]

Rule 54/211: (14.5, lift 10.0)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > 1.277736
    PC8 <= 1.67112
    PC20 > 0.1357512
    PC22 > -0.5236426
    ->  class 2\|1  [0.939]

Rule 54/212: (44.8/2.1, lift 10.0)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC12 > -1.318698
    PC22 > -1.709311
    PC46 <= 1.604295
    PC74 > -0.6065306
    PC95 <= -0.4990022
    ->  class 2\|1  [0.933]

Rule 54/213: (77.3/4.7, lift 9.9)
    PC1 <= -0.3062993
    PC8 > 1.277736
    PC70 <= 0.06223076
    PC74 <= -0.6065306
    PC96 > -0.3563694
    ->  class 2\|1  [0.928]

Rule 54/214: (22.8/0.9, lift 9.9)
    PC2 <= -1.025067
    PC6 <= 1.433258
    PC8 > -0.2273773
    PC8 <= 1.277736
    PC31 > -0.9800549
    PC45 > 0.02291359
    PC55 <= 0.6944523
    PC60 <= 1.104911
    PC62 > -1.116558
    PC68 > 0.07697991
    PC73 <= 0.1819701
    PC76 > -0.3166705
    ->  class 2\|1  [0.925]

Rule 54/215: (47.4/3.5, lift 9.7)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC3 <= 0.4500062
    PC8 > -0.2273773
    PC8 <= 1.277736
    PC29 <= 0.3069971
    PC55 <= -0.8495878
    PC62 > -1.116558
    ->  class 2\|1  [0.908]

Rule 54/216: (56.8/4.7, lift 9.6)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > 1.277736
    PC25 > 0.2649227
    PC96 > -0.3563694
    ->  class 2\|1  [0.903]

Rule 54/217: (227.2/26.6, lift 9.4)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > 1.277736
    PC11 > -0.9337804
    PC12 <= 2.169418
    PC15 <= 2.635274
    PC20 <= 0.1357512
    PC21 <= 1.002737
    PC68 <= 1.182223
    PC70 > 0.06223076
    ->  class 2\|1  [0.879]

Rule 54/218: (64.9/9.1, lift 9.1)
    PC2 <= -1.025067
    PC4 <= 0.2958629
    PC8 > -0.2273773
    PC8 <= 1.277736
    PC31 > -0.9800549
    PC32 > 0.4928412
    PC54 <= 1.702523
    PC76 > -0.3166705
    PC93 <= 0.5322492
    ->  class 2\|1  [0.849]

Rule 54/219: (192.4/28.4, lift 9.1)
    PC1 <= -0.3062993
    PC8 > 1.67112
    PC20 > 0.1357512
    ->  class 2\|1  [0.849]

Rule 54/220: (45/6.2, lift 9.0)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -1.929983
    PC100 > 3.830744
    ->  class 2\|1  [0.846]

Rule 54/221: (65.3/10, lift 8.9)
    PC1 <= -4.473532
    PC8 > -1.929983
    PC57 > -0.0357061
    ->  class 2\|1  [0.836]

Rule 54/222: (36.8/5.5, lift 8.9)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > 1.277736
    PC12 > -1.318698
    PC22 <= -1.709311
    ->  class 2\|1  [0.831]

Rule 54/223: (9.4/1, lift 8.8)
    PC2 <= -9.096021
    PC8 <= -0.2273773
    PC57 <= -0.0357061
    ->  class 2\|1  [0.821]

Rule 54/224: (15.4/2.2, lift 8.7)
    PC1 <= -0.3062993
    PC8 > 1.277736
    PC25 <= 0.2649227
    PC70 <= 0.06223076
    PC100 <= -0.8031887
    ->  class 2\|1  [0.818]

Rule 54/225: (45.8/7.7, lift 8.7)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -1.929983
    PC29 <= 0.3448451
    PC34 > 1.098344
    PC49 > -2.565507
    ->  class 2\|1  [0.818]

Rule 54/226: (59.7/13.4, lift 8.2)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC3 > -1.969858
    PC8 > 1.277736
    PC96 <= -0.3563694
    ->  class 2\|1  [0.767]

Rule 54/227: (42.8/10.2, lift 8.0)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -0.2273773
    PC11 > -0.9337804
    PC15 > 2.635274
    ->  class 2\|1  [0.749]

Rule 54/228: (38.2/11.2, lift 7.4)
    PC1 <= -0.3062993
    PC2 > -1.025067
    PC2 <= 2.5099
    PC3 <= 0.4500062
    PC4 <= 0.2958629
    PC8 > -0.2273773
    PC8 <= 1.277736
    ->  class 2\|1  [0.696]

Rule 54/229: (40.1/21.7, lift 4.9)
    PC2 <= 2.5099
    PC8 > -1.929983
    PC29 <= -0.2439684
    PC49 > -2.565507
    PC57 > -0.0357061
    ->  class 2\|1  [0.462]

Rule 54/230: (42.2/23.3, lift 4.8)
    PC1 > -0.3062993
    PC1 <= -0.2019541
    PC2 <= 2.5099
    PC100 <= -0.2614013
    ->  class 2\|1  [0.450]

Rule 54/231: (153.9, lift 11.7)
    PC1 > -4.473532
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC5 > 0.02807865
    PC8 > -1.929983
    PC8 <= -0.2273773
    PC10 > -0.297028
    PC15 <= 3.946699
    PC16 > -0.2844776
    PC29 > -0.2439684
    PC43 <= -0.2575115
    PC51 <= 0.1723539
    PC57 > -0.0357061
    PC62 > -1.29437
    PC83 > -0.7241896
    PC100 <= 3.830744
    ->  class 2\|2  [0.994]

Rule 54/232: (85.9, lift 11.7)
    PC1 <= -0.3062993
    PC8 > -0.2273773
    PC8 <= 1.277736
    PC11 <= -1.980569
    PC44 <= 0.6021686
    PC45 > 0.02291359
    PC46 > -0.3902611
    PC68 <= 0.07697991
    ->  class 2\|2  [0.989]

Rule 54/233: (92.7, lift 11.7)
    PC1 <= -0.3062993
    PC2 <= -1.934819
    PC3 > -1.969858
    PC4 > -0.4762218
    PC8 > -0.2273773
    PC8 <= 1.277736
    PC24 > 0.230838
    PC41 <= 0.8115346
    PC44 <= 0.6021686
    PC45 > 0.02291359
    PC68 <= 0.07697991
    PC73 <= 0.1819701
    PC87 > -0.8417074
    PC88 > -0.3678097
    ->  class 2\|2  [0.989]

Rule 54/234: (79, lift 11.7)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 <= 1.277736
    PC45 > 0.02291359
    PC46 > -0.3902611
    PC55 > 0.6944523
    PC62 > -1.116558
    PC73 <= 0.1819701
    ->  class 2\|2  [0.988]

Rule 54/235: (77.9, lift 11.7)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC3 > -1.969858
    PC3 <= 0.4500062
    PC4 > -0.4762218
    PC8 <= 1.277736
    PC31 > -0.9800549
    PC32 <= 0.4928412
    PC46 > -0.3902611
    PC48 > -0.8573541
    PC60 <= 1.104911
    PC65 <= -0.5911899
    PC88 > -0.3678097
    PC100 > -1.118593
    ->  class 2\|2  [0.987]

Rule 54/236: (60.5, lift 11.6)
    PC1 <= -0.3062993
    PC4 > -0.4762218
    PC8 <= 1.277736
    PC9 <= -2.409079
    PC11 > -1.980569
    PC24 <= 0.230838
    PC32 <= 0.4928412
    PC44 <= 0.6021686
    PC46 > -0.3902611
    PC60 <= 1.104911
    PC73 <= 0.1819701
    PC76 > -0.3166705
    PC87 > -0.8417074
    ->  class 2\|2  [0.984]

Rule 54/237: (52.4, lift 11.6)
    PC1 <= -0.3062993
    PC3 > -1.830182
    PC8 > -1.929983
    PC8 <= -0.2273773
    PC17 > 0.2587361
    PC19 > -3.651395
    PC26 > -2.297233
    PC46 > 0.7007013
    PC57 <= -0.0357061
    ->  class 2\|2  [0.982]

Rule 54/238: (266.4/4, lift 11.6)
    PC1 <= -0.5900429
    PC2 > -9.096021
    PC2 <= 2.5099
    PC8 > -1.929983
    PC8 <= -0.2273773
    PC15 <= 3.946699
    PC17 <= 0.2587361
    PC26 > -2.297233
    PC28 > -0.1979612
    PC33 <= 0.5186227
    PC45 <= 0.3222792
    PC57 <= -0.0357061
    PC100 <= 3.830744
    ->  class 2\|2  [0.981]

Rule 54/239: (47.2, lift 11.6)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 <= 1.277736
    PC9 > -2.409079
    PC55 > -0.8495878
    PC68 <= 0.07697991
    PC74 <= -0.886155
    PC88 > -0.3678097
    PC100 > -1.118593
    ->  class 2\|2  [0.979]

Rule 54/240: (125.5/1.7, lift 11.6)
    PC1 <= -0.3062993
    PC2 <= -1.025067
    PC3 <= 0.4500062
    PC6 > 1.433258
    PC8 > -0.2273773
    PC8 <= 1.277736
    PC32 <= 0.4928412
    PC44 <= 0.6021686
    ->  class 2\|2  [0.979]

Rule 54/241: (43.2, lift 11.5)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -1.929983
    PC8 <= -0.2273773
    PC28 > -0.1979612
    PC46 <= 0.7483457
    PC47 > -0.8940195
    PC52 <= 0.2064741
    PC57 <= 0.2533426
    PC69 <= -0.2026275
    PC93 > -0.4629672
    ->  class 2\|2  [0.978]

Rule 54/242: (80.4/0.9, lift 11.5)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC4 > -0.4762218
    PC8 <= 1.277736
    PC11 > -1.980569
    PC31 > -0.9800549
    PC32 <= 0.4928412
    PC45 > 0.02291359
    PC46 > -0.3902611
    PC52 <= -0.07322823
    PC68 <= 0.07697991
    PC87 > -0.8417074
    ->  class 2\|2  [0.977]

Rule 54/243: (36, lift 11.5)
    PC2 <= -1.934819
    PC4 > -0.4762218
    PC8 <= 1.277736
    PC11 > -1.980569
    PC24 <= 0.230838
    PC55 > -0.8495878
    PC62 > -1.116558
    PC66 > 0.5666859
    PC68 <= 0.07697991
    PC73 <= 0.1819701
    PC76 > -0.3166705
    ->  class 2\|2  [0.974]

Rule 54/244: (35.6, lift 11.5)
    PC1 <= -0.3062993
    PC2 <= -1.934819
    PC8 > -0.2273773
    PC8 <= 1.277736
    PC24 <= 0.230838
    PC62 > -1.116558
    PC68 <= 0.07697991
    PC73 <= 0.1819701
    PC88 > -0.3678097
    PC93 <= -0.2567859
    ->  class 2\|2  [0.973]

Rule 54/245: (64.9/0.9, lift 11.5)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > 1.277736
    PC8 <= 1.67112
    PC20 > 0.1357512
    PC22 <= -0.5236426
    PC32 <= 0.1961149
    ->  class 2\|2  [0.972]

Rule 54/246: (69.4/1.2, lift 11.5)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -1.929983
    PC8 <= -0.2273773
    PC10 > -0.297028
    PC15 <= 3.946699
    PC43 <= 0.7204341
    PC52 <= 0.2064741
    PC57 > -0.0357061
    PC57 <= 0.2533426
    PC70 > 0.1034394
    PC93 > -0.4629672
    ->  class 2\|2  [0.970]

Rule 54/247: (30.4/0.1, lift 11.4)
    PC15 <= 3.946699
    PC19 > 4.58164
    PC25 <= 0.272321
    PC28 > -0.1979612
    PC29 > -0.2439684
    PC29 <= 0.3448451
    PC47 > -0.8940195
    ->  class 2\|2  [0.966]

Rule 54/248: (26.1, lift 11.4)
    PC1 > -4.473532
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 <= -0.2273773
    PC15 <= 3.946699
    PC29 > -0.2439684
    PC29 <= 0.3448451
    PC57 > -0.0357061
    PC92 > 1.300372
    ->  class 2\|2  [0.964]

Rule 54/249: (25.9, lift 11.4)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -1.929983
    PC8 <= -0.2273773
    PC25 > 0.272321
    PC28 > -0.1979612
    PC43 > -0.2575115
    PC47 > -0.8940195
    PC52 <= 0.2064741
    PC57 > -0.0357061
    PC100 <= 3.830744
    ->  class 2\|2  [0.964]

Rule 54/250: (35.7/0.4, lift 11.4)
    PC2 <= 2.5099
    PC8 > -3.395087
    PC8 <= -1.929983
    PC19 > -1.504036
    PC23 <= 1.778857
    PC27 <= -0.2513333
    PC70 > 0.1953618
    PC85 <= 0.2991076
    ->  class 2\|2  [0.964]

Rule 54/251: (23.9, lift 11.4)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC4 > -0.4762218
    PC8 > -0.2273773
    PC8 <= 1.277736
    PC44 <= 0.6021686
    PC55 > -0.8495878
    PC60 > 1.104911
    PC62 > -1.116558
    PC76 > -0.3166705
    PC100 > -1.118593
    ->  class 2\|2  [0.961]

Rule 54/252: (114.3/4.2, lift 11.3)
    PC1 <= -0.3062993
    PC2 <= -1.025067
    PC4 > -0.4762218
    PC8 > -0.2273773
    PC8 <= 1.277736
    PC44 <= 0.6021686
    PC55 > -0.8495878
    PC62 > -1.116558
    PC76 <= -0.3166705
    PC100 > -1.118593
    ->  class 2\|2  [0.956]

Rule 54/253: (15.6, lift 11.1)
    PC1 > -4.473532
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -1.929983
    PC8 <= -0.2273773
    PC10 > -0.297028
    PC15 <= 3.946699
    PC22 > 0.9754794
    PC29 > -0.2439684
    PC47 > -0.8940195
    PC57 > -0.0357061
    ->  class 2\|2  [0.943]

Rule 54/254: (15.3, lift 11.1)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -1.929983
    PC8 <= -0.2273773
    PC15 <= 3.946699
    PC28 <= -0.1238707
    PC43 <= 0.7204341
    PC57 > -0.0357061
    PC57 <= 0.2533426
    PC93 > -0.4629672
    ->  class 2\|2  [0.942]

Rule 54/255: (102.4/6.4, lift 11.0)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC4 > -0.4762218
    PC8 > -0.2273773
    PC8 <= 1.277736
    PC29 <= 0.3069971
    PC32 <= 0.4928412
    PC44 <= 0.6021686
    PC46 > -0.3902611
    PC48 > -0.8573541
    PC54 <= 1.702523
    PC62 > -1.116558
    PC73 > 0.1819701
    PC88 > -0.3678097
    ->  class 2\|2  [0.929]

Rule 54/256: (12.8, lift 11.0)
    PC1 <= -0.3062993
    PC6 > 5.594621
    PC8 > -1.929983
    PC8 <= -0.2273773
    PC15 <= 3.946699
    PC43 > -0.2575115
    PC52 <= 0.2064741
    ->  class 2\|2  [0.929]

Rule 54/257: (12, lift 11.0)
    PC1 > -0.3062993
    PC1 <= 11.43547
    PC3 <= 0.7432103
    PC8 > -4.616251
    PC8 <= -0.8079172
    PC9 <= -0.1601986
    PC19 > -1.336973
    PC41 > 0.5157207
    ->  class 2\|2  [0.928]

Rule 54/258: (10.8, lift 10.9)
    PC1 <= -0.3062993
    PC2 > -8.410992
    PC8 > -3.395087
    PC8 <= -1.929983
    PC27 <= -0.2513333
    PC93 <= -0.01254908
    PC100 > 0.3332729
    ->  class 2\|2  [0.922]

Rule 54/259: (13.3/0.3, lift 10.8)
    PC1 <= -0.3062993
    PC8 > -3.395087
    PC8 <= -1.929983
    PC23 <= 1.778857
    PC67 > -3.16823
    PC85 <= 0.2991076
    PC94 <= -1.321061
    ->  class 2\|2  [0.916]

Rule 54/260: (75/5.8, lift 10.8)
    PC1 <= -0.3062993
    PC8 > -0.2273773
    PC8 <= 1.277736
    PC31 <= -0.9800549
    PC44 <= 0.6021686
    PC54 <= 1.702523
    PC62 > -1.116558
    ->  class 2\|2  [0.912]

Rule 54/261: (73.5/5.8, lift 10.8)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC5 <= 0.02807865
    PC8 > -1.929983
    PC8 <= -0.2273773
    PC29 > -0.2439684
    PC43 <= -0.2575115
    PC52 <= 0.2064741
    PC61 <= 0.4185067
    ->  class 2\|2  [0.910]

Rule 54/262: (8.6, lift 10.7)
    PC1 > -0.3062993
    PC3 <= 0.7432103
    PC8 > -0.8079172
    PC9 <= -0.1601986
    PC19 > -1.336973
    PC78 > 0.2821145
    PC86 <= 0.6583086
    ->  class 2\|2  [0.905]

Rule 54/263: (42.8/3.3, lift 10.7)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -3.395087
    PC8 <= -1.929983
    PC27 <= -0.2513333
    PC85 <= 0.2991076
    PC93 > -0.01254908
    PC100 > -0.4613311
    ->  class 2\|2  [0.904]

Rule 54/264: (41.2/3.3, lift 10.6)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC4 <= 0.2958629
    PC8 > -0.2273773
    PC8 <= 1.277736
    PC21 > -0.2930273
    PC22 <= -0.7064604
    PC44 > 0.6021686
    ->  class 2\|2  [0.901]

Rule 54/265: (13.9/0.8, lift 10.5)
    PC2 <= 2.5099
    PC8 <= -1.929983
    PC39 > 0.2986804
    PC78 > 0.2798625
    PC85 > 0.2991076
    ->  class 2\|2  [0.890]

Rule 54/266: (20.9/1.9, lift 10.3)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC23 > 3.019819
    ->  class 2\|2  [0.874]

Rule 54/267: (89.1/11.4, lift 10.2)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 <= -0.2273773
    PC19 > -1.504036
    PC23 > 1.778857
    PC23 <= 3.019819
    PC93 > 0.02249645
    ->  class 2\|2  [0.864]

Rule 54/268: (10.1/0.7, lift 10.2)
    PC8 > -3.395087
    PC8 <= -1.929983
    PC46 > -1.879118
    PC67 <= -3.16823
    PC76 > -1.164369
    PC85 <= 0.2991076
    ->  class 2\|2  [0.863]

Rule 54/269: (15.2/1.6, lift 10.0)
    PC1 <= -0.3062993
    PC8 <= -1.929983
    PC39 > 0.2986804
    PC49 <= -0.4789479
    PC85 > 0.2991076
    ->  class 2\|2  [0.850]

Rule 54/270: (51.1/17.4, lift 7.7)
    PC1 > -0.2019541
    PC3 <= 0.7432103
    PC8 > -0.8079172
    PC9 <= -0.1601986
    PC19 > -1.336973
    PC38 > -0.03637125
    PC86 <= 0.6583086
    ->  class 2\|2  [0.653]

Rule 54/271: (196.3/80.7, lift 6.9)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC3 > -1.969858
    PC4 <= 0.2958629
    PC8 > -0.2273773
    PC8 <= 1.277736
    PC54 > 0.4633507
    ->  class 2\|2  [0.588]

Rule 54/272: (71.4, lift 8.5)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -1.929983
    PC8 <= -0.2273773
    PC15 <= 3.946699
    PC29 <= 0.3448451
    PC34 <= 1.098344
    PC47 <= -0.8940195
    PC57 > -0.0357061
    PC92 <= 1.300372
    ->  class 2\|3  [0.986]

Rule 54/273: (67.4, lift 8.5)
    PC2 <= 2.5099
    PC8 > -1.929983
    PC8 <= -0.2273773
    PC43 <= -0.2575115
    PC57 > -0.0357061
    PC62 <= -1.29437
    ->  class 2\|3  [0.986]

Rule 54/274: (75.5/2.3, lift 8.2)
    PC1 > -0.3062993
    PC1 <= 11.43547
    PC2 <= 2.5099
    PC3 <= 0.7432103
    PC8 > -4.616251
    PC8 <= -0.8079172
    PC19 > -1.336973
    PC41 <= 0.5157207
    PC60 <= 0.619238
    ->  class 2\|3  [0.957]

Rule 54/275: (122.4/6.5, lift 8.1)
    PC1 <= -0.3062993
    PC8 <= -1.929983
    PC19 > -1.504036
    PC23 <= 1.778857
    PC46 > -1.879118
    PC49 > -2.565507
    PC67 > -3.16823
    PC70 <= 0.1953618
    PC85 <= 0.2991076
    PC100 <= -0.4613311
    ->  class 2\|3  [0.940]

Rule 54/276: (82.9/6.3, lift 7.9)
    PC1 <= -0.3062993
    PC2 > -9.096021
    PC2 <= 2.5099
    PC8 <= -0.2273773
    PC15 <= 3.946699
    PC26 > -2.297233
    PC33 > 0.5186227
    PC45 <= 0.3222792
    ->  class 2\|3  [0.914]

Rule 54/277: (38.5/2.7, lift 7.8)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -1.929983
    PC8 <= -0.2273773
    PC12 <= 5.58542
    PC26 <= -2.297233
    PC45 <= 0.3222792
    PC49 > -2.565507
    ->  class 2\|3  [0.910]

Rule 54/278: (56/4.5, lift 7.8)
    PC1 <= -0.3062993
    PC8 > -1.929983
    PC8 <= -0.2273773
    PC12 <= 5.58542
    PC15 > 3.946699
    PC37 <= 0.5041375
    ->  class 2\|3  [0.906]

Rule 54/279: (43.8/8.2, lift 6.9)
    PC2 <= 2.5099
    PC8 <= -1.929983
    PC49 > -2.565507
    PC76 <= -1.164369
    ->  class 2\|3  [0.799]

Rule 54/280: (156.1/63.8, lift 5.1)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 <= 1.277736
    PC54 > 1.702523
    PC62 > -1.116558
    ->  class 2\|3  [0.590]

Rule 54/281: (11837/9517.5, lift 1.7)
    PC2 <= 2.5099
    ->  class 2\|3  [0.196]

Rule 54/282: (56.8, lift 22.3)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 <= -1.929983
    PC17 <= -0.01735299
    PC19 <= -1.504036
    PC85 <= 0.2991076
    ->  class 2\|4  [0.982]

Rule 54/283: (160.3/3.1, lift 22.1)
    PC1 <= -0.3062993
    PC5 > -1.475481
    PC8 <= -1.929983
    PC35 > -1.494624
    PC40 > 0.6102655
    PC49 > -2.565507
    PC76 > -1.164369
    PC85 > 0.2991076
    PC94 <= 0.7805949
    ->  class 2\|4  [0.974]

Rule 54/284: (28.8, lift 21.9)
    PC1 <= -0.3062993
    PC19 <= -1.504036
    PC78 <= -0.7438743
    PC85 <= 0.2991076
    ->  class 2\|4  [0.967]

Rule 54/285: (86.4/2, lift 21.9)
    PC1 <= -0.3062993
    PC2 > -8.410992
    PC8 <= -1.929983
    PC19 <= -1.504036
    PC49 <= 0.0866784
    PC54 <= 1.84594
    PC56 <= 0.01957632
    PC62 > -1.461079
    PC85 <= 0.2991076
    ->  class 2\|4  [0.966]

Rule 54/286: (101.8/4.2, lift 21.5)
    PC1 <= -0.3062993
    PC8 <= -3.395087
    PC23 <= 1.778857
    PC43 > 2.158755
    PC76 > -1.164369
    ->  class 2\|4  [0.950]

Rule 54/287: (32.6/1, lift 21.3)
    PC8 <= -3.395087
    PC12 > 1.554565
    PC24 > 0.5313596
    PC76 > -1.164369
    ->  class 2\|4  [0.941]

Rule 54/288: (13.1, lift 21.2)
    PC1 > -0.3062993
    PC3 <= 0.7432103
    PC8 > -4.616251
    PC8 <= -0.8079172
    PC9 <= -0.1601986
    PC19 > -1.336973
    PC60 > 0.619238
    ->  class 2\|4  [0.934]

Rule 54/289: (66/3.8, lift 21.1)
    PC1 <= -0.3062993
    PC5 > -1.475481
    PC8 <= -1.929983
    PC23 <= -0.3061082
    PC35 > -1.494624
    PC39 <= 0.2986804
    PC41 > -0.1856725
    PC85 > 0.2991076
    PC94 <= 0.7805949
    ->  class 2\|4  [0.929]

Rule 54/290: (53.2/3.3, lift 20.9)
    PC2 <= 2.5099
    PC8 <= -3.395087
    PC23 <= 1.778857
    PC24 > 0.5313596
    PC76 > -1.164369
    PC89 <= 0.3880854
    PC91 <= -0.1516344
    ->  class 2\|4  [0.922]

Rule 54/291: (44.3/3, lift 20.7)
    PC1 > -0.3062993
    PC2 <= 2.5099
    PC8 <= -4.616251
    PC57 > -0.07739355
    ->  class 2\|4  [0.914]

Rule 54/292: (9.5, lift 20.7)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 <= -0.2273773
    PC15 <= -4.897751
    PC76 > -1.164369
    ->  class 2\|4  [0.913]

Rule 54/293: (38.9/2.7, lift 20.6)
    PC1 > -0.3062993
    PC2 <= 2.5099
    PC8 <= -4.616251
    PC16 <= 1.854122
    PC88 <= -0.1362955
    ->  class 2\|4  [0.908]

Rule 54/294: (374/35.2, lift 20.5)
    PC5 > -1.475481
    PC8 <= -1.929983
    PC17 <= 0.9835293
    PC35 > -1.494624
    PC37 <= 1.560655
    PC39 <= 0.2986804
    PC41 <= -0.1856725
    PC49 <= 0.1880441
    PC52 > -0.2018024
    PC57 > -0.1184155
    PC76 > -1.164369
    PC81 <= 0.3306191
    PC85 > 0.2991076
    PC94 <= 0.7805949
    ->  class 2\|4  [0.904]

Rule 54/295: (16.8/1.1, lift 20.1)
    PC2 <= -8.410992
    PC8 <= -1.929983
    PC85 <= 0.2991076
    ->  class 2\|4  [0.887]

Rule 54/296: (10.6/0.7, lift 19.5)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -3.395087
    PC8 <= -1.929983
    PC46 <= -1.879118
    PC49 > -2.565507
    PC76 > -1.164369
    PC85 <= 0.2991076
    ->  class 2\|4  [0.862]

Rule 54/297: (57.4/13.4, lift 17.2)
    PC2 <= 2.5099
    PC8 <= -3.395087
    PC23 <= 1.778857
    PC27 <= -0.1173135
    PC89 > 0.3880854
    ->  class 2\|4  [0.758]

Rule 54/298: (21.5/7.3, lift 14.7)
    PC8 > -1.947681
    PC8 <= -1.929983
    PC19 > -1.504036
    PC23 <= 1.778857
    PC85 <= 0.2991076
    ->  class 2\|4  [0.648]

Rule 54/299: (30.5/12.1, lift 13.5)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -1.929983
    PC8 <= -0.2273773
    PC29 > 0.3448451
    PC49 > -2.565507
    ->  class 2\|4  [0.597]

Default class: 2\|3

-----  Trial 55:  -----

Rules:

Rule 55/1: (198.7, lift 16.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 7.236558
    PC18 > 0.5825222
    PC25 > -0.7787059
    PC44 > -0.623289
    PC72 > 1.122934
    ->  class 0\|0  [0.995]

Rule 55/2: (122.9, lift 16.4)
    PC2 > 2.5099
    PC2 <= 6.652784
    PC3 <= 1.640775
    PC13 <= 0.8367534
    PC18 > 0.5825222
    PC22 > -0.4751427
    PC25 > -0.5607901
    PC29 > -1.710439
    PC35 <= 0.5582652
    PC45 <= 1.486699
    PC49 <= 0.668766
    PC55 > -0.2019645
    PC73 > -0.6380413
    PC73 <= 0.7263253
    PC74 > 0.2148445
    PC76 <= 0.6854858
    PC88 <= 1.733986
    ->  class 0\|0  [0.992]

Rule 55/3: (173.4/0.5, lift 16.4)
    PC1 > -0.6803254
    PC3 <= 1.640775
    PC13 <= 7.236558
    PC18 > 0.5825222
    PC29 > -1.710439
    PC31 > -0.2922627
    PC35 <= 0.5582652
    PC55 > -0.2019645
    PC76 <= -0.4389303
    PC88 <= 1.733986
    PC91 > -0.6608987
    PC98 > -1.422754
    ->  class 0\|0  [0.991]

Rule 55/4: (111.2, lift 16.4)
    PC2 > 2.5099
    PC13 <= 7.236558
    PC18 > 0.5825222
    PC25 > -0.7787059
    PC35 > 0.5582652
    PC60 <= -0.7682307
    ->  class 0\|0  [0.991]

Rule 55/5: (77.4, lift 16.3)
    PC2 > 2.5099
    PC2 <= 6.652784
    PC5 <= 1.689037
    PC13 <= 7.236558
    PC18 > 0.5825222
    PC22 > -0.4751427
    PC29 > -1.710439
    PC31 > -0.2922627
    PC35 <= 0.5582652
    PC70 > 1.407701
    ->  class 0\|0  [0.987]

Rule 55/6: (127.7/0.8, lift 16.3)
    PC2 > 2.5099
    PC2 <= 6.652784
    PC13 <= 7.236558
    PC18 > 0.5825222
    PC25 > -0.5607901
    PC29 > -1.710439
    PC35 <= 0.5582652
    PC79 <= -1.937226
    ->  class 0\|0  [0.986]

Rule 55/7: (63.8, lift 16.3)
    PC2 > 2.5099
    PC2 <= 6.652784
    PC18 > 0.5825222
    PC42 <= -2.657146
    PC84 > -2.63774
    ->  class 0\|0  [0.985]

Rule 55/8: (206.7/3.3, lift 16.2)
    PC2 > 2.5099
    PC2 <= 6.652784
    PC3 <= 1.640775
    PC5 <= 1.689037
    PC13 <= 0.8367534
    PC18 > 0.5825222
    PC25 <= 0.3210893
    PC29 > -1.710439
    PC31 > -0.2922627
    PC45 <= 1.486699
    PC48 <= 0.3938105
    PC49 <= 0.668766
    PC73 > -0.6380413
    PC73 <= 0.6787809
    PC88 <= 1.733986
    PC89 <= 0.4144618
    PC90 > 0.06159234
    PC91 > -0.6608987
    ->  class 0\|0  [0.980]

Rule 55/9: (44.9, lift 16.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC5 <= 1.689037
    PC13 <= 0.8367534
    PC18 > 0.5825222
    PC31 > -0.2922627
    PC32 > 0.4067341
    PC45 <= 1.486699
    PC55 <= -0.2019645
    PC91 > -0.6608987
    ->  class 0\|0  [0.979]

Rule 55/10: (146.1/2.8, lift 16.1)
    PC2 > 2.5099
    PC9 <= 0.4137701
    PC13 <= 7.236558
    PC18 > 0.5825222
    PC22 > -0.4751427
    PC24 > -2.80291
    PC25 > -0.5607901
    PC29 > -1.710439
    PC45 <= 1.486699
    PC48 > 0.4174948
    PC76 <= 0.6854858
    ->  class 0\|0  [0.974]

Rule 55/11: (36.5, lift 16.1)
    PC2 > 2.5099
    PC2 <= 6.652784
    PC13 <= 7.236558
    PC14 > 2.327492
    ->  class 0\|0  [0.974]

Rule 55/12: (33.5, lift 16.0)
    PC2 > 2.5099
    PC2 <= 6.652784
    PC3 <= 1.640775
    PC11 > 0.1274843
    PC18 > 0.5825222
    PC35 <= 0.5582652
    PC91 > -0.6608987
    ->  class 0\|0  [0.969]

Rule 55/13: (105.9/2.6, lift 16.0)
    PC2 <= 6.652784
    PC3 <= 1.640775
    PC18 > 0.5825222
    PC22 > -0.4751427
    PC25 > -0.5607901
    PC25 <= 0.3210893
    PC31 > -0.2922627
    PC33 <= 1.628198
    PC45 <= 1.486699
    PC48 <= 0.3938105
    PC49 <= 0.668766
    PC55 > -0.2019645
    PC73 > -0.6380413
    PC76 <= 0.6854858
    PC88 <= 1.733986
    PC91 > -0.6608987
    PC94 > 0.2413498
    ->  class 0\|0  [0.966]

Rule 55/14: (41.3/1, lift 15.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= -0.3535447
    PC18 <= 0.5825222
    PC46 <= -1.308755
    ->  class 0\|0  [0.953]

Rule 55/15: (53.2/2.9, lift 15.3)
    PC2 <= 6.652784
    PC18 > 3.466111
    PC29 <= -1.710439
    ->  class 0\|0  [0.929]

Rule 55/16: (10, lift 15.1)
    PC2 > 2.5099
    PC2 <= 6.652784
    PC3 <= 1.640775
    PC18 > 0.5825222
    PC29 > -1.710439
    PC31 <= -0.2922627
    PC32 > 0.7094212
    ->  class 0\|0  [0.916]

Rule 55/17: (67.4/5.3, lift 15.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 > 0.2633233
    PC9 > 0.2552016
    PC18 > -1.136285
    ->  class 0\|0  [0.909]

Rule 55/18: (11.4/0.2, lift 15.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC5 > 1.689037
    PC13 <= 7.236558
    PC18 > 0.5825222
    PC25 > -0.5607901
    PC35 <= 0.5582652
    PC44 > 0.7542426
    PC47 <= 3.659497
    PC98 > -1.422754
    ->  class 0\|0  [0.908]

Rule 55/19: (5.5, lift 14.3)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 <= 2.293971
    PC20 > 1.50364
    ->  class 0\|0  [0.866]

Rule 55/20: (201.6/28.4, lift 14.1)
    PC3 <= 1.640775
    PC13 <= 7.236558
    PC18 > 0.5825222
    PC21 <= 0.4791392
    PC24 <= -2.668848
    PC25 > -0.7787059
    PC35 <= 0.5582652
    PC72 <= 1.122934
    ->  class 0\|0  [0.856]

Rule 55/21: (140.7, lift 12.2)
    PC3 <= 1.640775
    PC11 <= 0.1274843
    PC13 <= 7.236558
    PC15 > -0.3468112
    PC18 > 0.5825222
    PC22 > -0.4751427
    PC24 > -2.80291
    PC25 > -0.7787059
    PC29 > -1.710439
    PC32 <= 0.4067341
    PC48 <= 0.4174948
    PC55 <= -0.2019645
    PC76 <= 0.6854858
    PC94 <= 0.09816248
    ->  class 0\|1  [0.993]

Rule 55/22: (112.9, lift 12.2)
    PC2 <= 6.652784
    PC3 <= 1.640775
    PC5 > 1.689037
    PC14 <= 2.327492
    PC18 > 0.5825222
    PC21 <= 0.4791392
    PC25 > -0.7787059
    PC29 > -1.710439
    PC44 <= 0.7542426
    PC79 > -1.937226
    ->  class 0\|1  [0.991]

Rule 55/23: (100.1, lift 12.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > 0.5825222
    PC25 > -0.7787059
    PC31 <= -0.2922627
    PC32 <= 0.7094212
    PC79 > -1.937226
    ->  class 0\|1  [0.990]

Rule 55/24: (87.9, lift 12.1)
    PC2 > 2.5099
    PC13 > 0.8367534
    PC13 <= 7.236558
    PC18 > 0.5825222
    PC22 > -0.4751427
    PC24 > -2.80291
    PC33 <= 1.628198
    PC48 <= 0.4174948
    PC70 <= 1.407701
    ->  class 0\|1  [0.989]

Rule 55/25: (75.6, lift 12.1)
    PC3 <= 1.640775
    PC13 <= 7.236558
    PC18 > 0.5825222
    PC21 <= 0.4791392
    PC24 > -2.80291
    PC47 <= 3.659497
    PC48 <= 0.4174948
    PC49 > 0.668766
    PC76 <= 0.6854858
    ->  class 0\|1  [0.987]

Rule 55/26: (70.8, lift 12.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 <= -0.7646611
    PC16 > -0.7586578
    PC16 <= 0.9187672
    PC18 <= 0.5825222
    PC43 <= -0.07596637
    PC46 > -1.115978
    PC91 > -7.263493
    ->  class 0\|1  [0.986]

Rule 55/27: (148.3/1.1, lift 12.1)
    PC2 > 2.5099
    PC13 <= 7.236558
    PC18 > 0.5825222
    PC25 > -0.7787059
    PC35 > 0.5582652
    PC47 <= 3.659497
    PC60 > -0.7682307
    PC72 <= 1.122934
    ->  class 0\|1  [0.986]

Rule 55/28: (96.9/0.4, lift 12.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 7.236558
    PC15 > -0.3468112
    PC18 > 0.5825222
    PC24 > -2.80291
    PC29 > -1.710439
    PC73 > -0.6380413
    PC74 <= 0.2148445
    PC76 > -0.4389303
    PC79 > -1.937226
    PC89 > 0.4144618
    PC90 > 0.06159234
    PC98 > -1.422754
    ->  class 0\|1  [0.985]

Rule 55/29: (61.8, lift 12.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 > -0.3535447
    PC18 <= 0.5825222
    PC46 <= -1.308755
    PC53 <= 0.01167504
    ->  class 0\|1  [0.984]

Rule 55/30: (52/0.2, lift 12.0)
    PC2 > 2.5099
    PC2 <= 6.652784
    PC18 > 0.5825222
    PC24 > -2.80291
    PC25 > -0.7787059
    PC25 <= -0.5607901
    PC84 > -2.63774
    PC98 > -0.9605194
    ->  class 0\|1  [0.979]

Rule 55/31: (42.5, lift 12.0)
    PC2 > 2.5099
    PC2 <= 6.652784
    PC13 <= 0.8367534
    PC15 > -0.3468112
    PC18 > 0.5825222
    PC24 > -2.80291
    PC25 > -0.7787059
    PC79 > -1.937226
    PC88 > 1.733986
    ->  class 0\|1  [0.978]

Rule 55/32: (105.8/1.7, lift 12.0)
    PC1 > -0.7535152
    PC18 > 0.5825222
    PC18 <= 3.466111
    PC21 <= 0.4791392
    PC24 > -2.80291
    PC29 <= -1.710439
    PC42 > -2.657146
    PC72 <= 1.122934
    ->  class 0\|1  [0.975]

Rule 55/33: (111.4/2.5, lift 11.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC5 > -0.5573192
    PC8 > -0.2690201
    PC9 > 0.2552016
    PC13 <= 1.585184
    PC18 > -1.136285
    PC18 <= 0.5825222
    PC53 <= 0.7945721
    PC59 <= 1.40446
    PC68 > -0.234995
    PC78 > -1.099583
    PC100 > -0.3137484
    ->  class 0\|1  [0.969]

Rule 55/34: (24, lift 11.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC11 > -0.08075658
    PC18 > -1.136285
    PC18 <= 0.5825222
    PC26 > -0.5993289
    PC39 > -1.854302
    PC44 > 1.203289
    PC46 > -1.308755
    ->  class 0\|1  [0.962]

Rule 55/35: (306.9/10.6, lift 11.8)
    PC2 > 6.652784
    PC8 > -0.2549234
    PC13 <= 7.236558
    PC18 > 0.5825222
    PC24 > -2.668848
    PC40 > -2.885581
    PC72 <= 1.122934
    ->  class 0\|1  [0.962]

Rule 55/36: (48.4/1, lift 11.8)
    PC13 <= 7.236558
    PC15 > -0.3468112
    PC18 > 0.5825222
    PC21 <= 0.4791392
    PC25 > -0.7787059
    PC33 <= 1.628198
    PC40 > -2.885581
    PC45 <= 1.486699
    PC73 > 0.6787809
    PC74 <= 0.2148445
    PC76 > -0.4389303
    PC79 > -1.937226
    PC98 > -1.422754
    ->  class 0\|1  [0.960]

Rule 55/37: (22.9, lift 11.8)
    PC3 <= 1.640775
    PC17 > 0.6509569
    PC18 > 0.5825222
    PC19 <= -0.331914
    PC74 <= 0.4148404
    ->  class 0\|1  [0.960]

Rule 55/38: (64.4/1.8, lift 11.8)
    PC13 > 7.236558
    PC13 <= 12.47074
    PC18 > 0.5825222
    PC47 <= 3.659497
    PC66 <= 0.5286795
    PC84 > -2.63774
    PC85 > 0.32481
    ->  class 0\|1  [0.958]

Rule 55/39: (141.9/5.2, lift 11.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 0.8367534
    PC18 > 0.5825222
    PC24 > -2.80291
    PC25 > 0.3210893
    PC55 > -0.2019645
    PC70 <= 1.407701
    PC72 <= 1.122934
    PC76 > -0.4389303
    PC76 <= 0.6854858
    PC79 > -1.937226
    ->  class 0\|1  [0.957]

Rule 55/40: (31.9/0.5, lift 11.7)
    PC2 <= 6.652784
    PC14 <= 2.327492
    PC18 > 0.5825222
    PC21 <= 0.4791392
    PC25 > -0.7787059
    PC70 <= 1.407701
    PC72 <= 1.122934
    PC73 <= -0.6380413
    PC76 > -0.4389303
    PC76 <= 0.6854858
    PC79 > -1.937226
    ->  class 0\|1  [0.956]

Rule 55/41: (94.7/3.4, lift 11.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC5 <= 1.689037
    PC13 <= 7.236558
    PC18 > 0.5825222
    PC21 <= 0.4791392
    PC24 > -2.80291
    PC40 > -2.885581
    PC70 <= 1.407701
    PC79 > -1.937226
    PC91 <= -0.6608987
    PC98 > -1.422754
    ->  class 0\|1  [0.954]

Rule 55/42: (66.3/2.6, lift 11.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC5 <= -0.5573192
    PC18 > -1.329067
    PC18 <= 0.5825222
    PC43 <= -0.2211155
    PC46 > -1.308755
    PC47 <= 0.6973544
    ->  class 0\|1  [0.947]

Rule 55/43: (25.9/0.5, lift 11.6)
    PC13 <= 7.236558
    PC18 > 0.5825222
    PC21 <= 0.4791392
    PC48 > 0.3938105
    PC48 <= 0.4174948
    PC70 <= 1.407701
    PC76 > -0.4389303
    ->  class 0\|1  [0.947]

Rule 55/44: (78.7/3.7, lift 11.6)
    PC3 <= 1.640775
    PC13 <= 7.236558
    PC15 > -0.3468112
    PC18 > 0.5825222
    PC21 <= 0.4791392
    PC25 > -0.7787059
    PC31 > -0.2922627
    PC40 > -2.885581
    PC48 <= 0.4174948
    PC73 > 0.7263253
    PC76 > -0.4389303
    PC76 <= 0.6854858
    ->  class 0\|1  [0.942]

Rule 55/45: (14.4, lift 11.5)
    PC2 > 2.5099
    PC3 > -0.7944407
    PC3 <= 1.640775
    PC7 > -0.7646611
    PC9 <= 0.2552016
    PC18 > -1.136285
    PC24 <= 0.4554427
    PC26 > -0.5993289
    ->  class 0\|1  [0.939]

Rule 55/46: (67.8/3.7, lift 11.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC5 <= 1.689037
    PC15 > -0.3468112
    PC18 > 0.5825222
    PC22 > -0.4751427
    PC24 > -2.80291
    PC29 > -1.710439
    PC40 > -2.885581
    PC70 <= 1.407701
    PC76 > 0.6854858
    ->  class 0\|1  [0.933]

Rule 55/47: (215.5/16.2, lift 11.3)
    PC11 <= 0.1274843
    PC15 > -0.3468112
    PC18 > 0.5825222
    PC22 > -0.4751427
    PC24 > -2.80291
    PC33 <= 1.628198
    PC48 <= 0.4174948
    PC74 <= 0.2148445
    PC76 > -0.4389303
    PC79 > -1.937226
    PC88 <= 1.733986
    PC90 <= 0.06159234
    PC94 <= 0.2413498
    ->  class 0\|1  [0.921]

Rule 55/48: (116.5/9.5, lift 11.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 7.236558
    PC14 <= 2.327492
    PC18 > 0.5825222
    PC22 <= -0.4751427
    PC25 > -0.7787059
    PC40 > -2.885581
    PC47 <= 3.659497
    PC65 > -2.897177
    PC72 <= 1.122934
    PC79 > -1.937226
    PC98 > -1.422754
    ->  class 0\|1  [0.911]

Rule 55/49: (8.6, lift 11.1)
    PC2 > 2.5099
    PC18 > -1.136285
    PC18 <= 0.5825222
    PC30 > 3.559118
    PC46 > -1.308755
    ->  class 0\|1  [0.906]

Rule 55/50: (63.1/5.4, lift 11.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 <= -1.030261
    PC18 > 0.5825222
    PC40 > -2.885581
    ->  class 0\|1  [0.902]

Rule 55/51: (6.8, lift 10.9)
    PC7 > 0.5285684
    PC13 <= 7.236558
    PC14 > 0.1825334
    PC18 > 0.5825222
    PC25 <= -0.7787059
    ->  class 0\|1  [0.886]

Rule 55/52: (13.7/0.9, lift 10.8)
    PC2 > 2.5099
    PC18 > 0.5825222
    PC80 <= -1.467029
    PC84 > -2.63774
    ->  class 0\|1  [0.881]

Rule 55/53: (52.3/8.7, lift 10.1)
    PC2 > 2.5099
    PC3 > -1.998394
    PC3 <= 1.640775
    PC5 > -0.5573192
    PC18 > -1.136285
    PC18 <= 0.5825222
    PC46 > -1.308755
    PC75 <= -0.06959045
    ->  class 0\|1  [0.822]

Rule 55/54: (49.4/20.6, lift 7.1)
    PC2 > 2.5099
    PC7 <= 0.5285684
    PC13 <= 7.236558
    PC18 > 0.5825222
    PC25 <= -0.7787059
    ->  class 0\|1  [0.579]

Rule 55/55: (47/0.5, lift 9.7)
    PC1 <= -0.7636611
    PC7 > -0.7646611
    PC15 > 0.7124785
    PC18 <= -1.136285
    ->  class 0\|2  [0.970]

Rule 55/56: (213.5/6.1, lift 9.7)
    PC2 > 2.5099
    PC3 <= -1.998394
    PC7 > -0.7646611
    PC9 <= 0.2552016
    PC11 > -0.08075658
    PC18 > -1.136285
    PC18 <= 0.5825222
    PC26 > -0.5993289
    PC39 > -1.854302
    PC44 <= 1.203289
    PC47 <= 2.495162
    PC75 <= -0.06959045
    ->  class 0\|2  [0.967]

Rule 55/57: (50.2/1.9, lift 9.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 > -0.7646611
    PC11 > -0.08075658
    PC18 > -1.136285
    PC18 <= 0.5825222
    PC26 > -0.5993289
    PC100 <= -0.6424475
    ->  class 0\|2  [0.945]

Rule 55/58: (121/16.9, lift 8.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC14 > -1.050668
    PC15 <= 0.7124785
    PC18 > -1.3868
    PC18 <= -1.136285
    PC40 > -2.798079
    PC57 <= 1.492087
    PC75 <= 0.4707795
    PC85 > -1.509085
    PC93 <= 0.9271015
    ->  class 0\|2  [0.855]

Rule 55/59: (24.8/3.2, lift 8.4)
    PC4 <= -3.864402
    PC7 > -0.7646611
    PC11 <= -0.08075658
    PC18 <= 0.5825222
    ->  class 0\|2  [0.843]

Rule 55/60: (31/5.6, lift 8.0)
    PC3 <= 1.640775
    PC11 <= -0.08075658
    PC18 > -1.136285
    PC25 > 1.311909
    PC30 <= 3.559118
    ->  class 0\|2  [0.801]

Rule 55/61: (8028.4/6036.6, lift 2.5)
    PC2 > 2.5099
    ->  class 0\|2  [0.248]

Rule 55/62: (190.2, lift 10.2)
    PC1 > -0.6623428
    PC3 <= 1.640775
    PC15 <= 0.7124785
    PC18 <= -1.136285
    PC35 <= 0.5706837
    PC36 <= 1.567114
    PC39 > -0.7496418
    PC46 <= 0.3802246
    PC53 > -1.310821
    PC61 <= 0.4821756
    PC78 <= -0.1131568
    PC79 <= 1.354217
    PC90 <= 0.2817686
    PC94 <= 0.4189418
    ->  class 0\|3  [0.995]

Rule 55/63: (141.2, lift 10.2)
    PC3 <= 1.640775
    PC4 > -7.746524
    PC15 <= 0.7124785
    PC18 <= -1.3868
    PC19 <= 0.2113387
    PC32 > -1.782014
    PC33 <= 4.859945
    PC35 <= 0.5706837
    PC36 <= 1.567114
    PC42 <= 2.231153
    PC56 <= -0.3875583
    PC57 <= 1.492087
    PC79 <= 1.354217
    PC91 > -1.647115
    PC94 <= 0.4189418
    ->  class 0\|3  [0.993]

Rule 55/64: (137.2, lift 10.2)
    PC2 > 2.5099
    PC15 <= 0.7124785
    PC18 <= -1.3868
    PC36 <= 1.567114
    PC39 <= -0.7806624
    PC57 <= 1.492087
    PC77 <= 1.124322
    PC79 <= 1.354217
    PC91 > -1.647115
    PC94 <= 0.4189418
    ->  class 0\|3  [0.993]

Rule 55/65: (100.1, lift 10.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC15 <= 0.7124785
    PC18 <= -1.3868
    PC19 <= 0.2113387
    PC32 > -1.782014
    PC36 <= 1.220793
    PC39 > -0.7496418
    PC42 <= 2.231153
    PC68 <= 0.3270253
    PC79 <= 1.354217
    PC87 <= -0.1697736
    PC90 > -1.073485
    PC94 <= 0.4189418
    ->  class 0\|3  [0.990]

Rule 55/66: (101.3/0.3, lift 10.1)
    PC7 > -0.7646611
    PC14 <= -1.050668
    PC15 <= 0.7124785
    PC18 <= -1.136285
    PC27 > -6.315766
    ->  class 0\|3  [0.987]

Rule 55/67: (73.1, lift 10.1)
    PC18 <= -1.136285
    PC19 <= 0.2113387
    PC27 > -6.315766
    PC32 > -1.782014
    PC42 > 2.405487
    PC85 > -1.509085
    ->  class 0\|3  [0.987]

Rule 55/68: (87.1/0.3, lift 10.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 > -6.9408
    PC4 <= 2.235021
    PC5 > -0.5573192
    PC7 <= 0.6997386
    PC18 > -1.136285
    PC18 <= 0.5825222
    PC24 > 0.4554427
    PC75 > -0.06959045
    PC100 > -0.6424475
    ->  class 0\|3  [0.986]

Rule 55/69: (63.1, lift 10.1)
    PC3 <= 1.640775
    PC15 <= 0.7124785
    PC18 <= -1.136285
    PC40 <= -2.798079
    ->  class 0\|3  [0.985]

Rule 55/70: (66.6, lift 10.1)
    PC2 <= 3.625779
    PC3 <= 1.640775
    PC19 <= 0.2113387
    PC25 <= -0.873342
    PC27 > -1.436865
    PC94 > 0.4189418
    ->  class 0\|3  [0.985]

Rule 55/71: (64.4, lift 10.1)
    PC2 > 2.5099
    PC7 > -0.7646611
    PC9 <= 0.2552016
    PC11 > -0.08075658
    PC18 <= 0.5825222
    PC30 <= 3.559118
    PC39 <= -1.854302
    ->  class 0\|3  [0.985]

Rule 55/72: (126.4/1, lift 10.1)
    PC3 <= 1.640775
    PC15 <= 0.7124785
    PC18 <= -1.136285
    PC19 <= 0.2113387
    PC75 > 0.4707795
    PC91 > -1.647115
    PC94 <= 0.4189418
    PC99 <= 2.623152
    ->  class 0\|3  [0.984]

Rule 55/73: (62, lift 10.1)
    PC4 > -7.746524
    PC7 > -0.7646611
    PC18 <= -4.669888
    PC26 <= 1.21934
    PC42 <= 2.405487
    PC77 <= 1.124322
    PC85 > -1.509085
    ->  class 0\|3  [0.984]

Rule 55/74: (117.5/1.5, lift 10.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 > -7.746524
    PC15 <= 0.7124785
    PC18 <= -1.136285
    PC33 <= 4.859945
    PC81 <= 1.765621
    PC91 > -1.647115
    PC93 > 0.9271015
    PC94 <= 0.4189418
    PC99 <= 2.623152
    ->  class 0\|3  [0.979]

Rule 55/75: (42.2, lift 10.0)
    PC18 <= 0.5825222
    PC27 <= -10.22418
    ->  class 0\|3  [0.977]

Rule 55/76: (41.5, lift 10.0)
    PC2 > 2.5099
    PC18 > 0.5825222
    PC84 <= -2.63774
    ->  class 0\|3  [0.977]

Rule 55/77: (181.1/3.3, lift 10.0)
    PC1 <= -0.6623428
    PC4 > -7.746524
    PC15 <= 0.7124785
    PC18 <= -1.3868
    PC27 > -6.315766
    PC32 > -1.782014
    PC35 <= 0.5706837
    PC36 <= 1.567114
    PC39 > -0.7806624
    PC42 <= 2.231153
    PC53 > -1.310821
    PC68 <= 0.3270253
    PC77 <= 1.124322
    PC79 <= 1.354217
    PC90 > -1.073485
    PC94 <= 0.4189418
    ->  class 0\|3  [0.976]

Rule 55/78: (74.7/1.1, lift 9.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC15 <= 0.7124785
    PC16 <= 0.2850798
    PC18 <= -1.136285
    PC23 <= 0.7158099
    PC27 > -6.315766
    ->  class 0\|3  [0.972]

Rule 55/79: (34.2, lift 9.9)
    PC2 > 2.5099
    PC7 > -0.7646611
    PC9 <= 0.2552016
    PC18 > -1.136285
    PC18 <= 0.5825222
    PC36 > 1.927055
    ->  class 0\|3  [0.972]

Rule 55/80: (124.7/2.6, lift 9.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 > -3.864402
    PC11 <= -0.08075658
    PC16 > -1.67346
    PC18 > -1.136285
    PC18 <= 0.5825222
    PC25 <= 1.311909
    PC46 > -1.308755
    ->  class 0\|3  [0.971]

Rule 55/81: (51.4/0.7, lift 9.9)
    PC3 <= 1.640775
    PC4 > -7.746524
    PC15 <= 0.7124785
    PC18 <= -1.136285
    PC23 > 0.7158099
    PC27 > -6.315766
    PC54 > -2.339566
    PC85 > -1.509085
    PC94 > 0.4189418
    ->  class 0\|3  [0.969]

Rule 55/82: (121.9/2.9, lift 9.9)
    PC4 > -7.746524
    PC15 <= 0.7124785
    PC18 <= -1.136285
    PC19 <= 0.2113387
    PC35 <= 0.5706837
    PC36 <= 1.567114
    PC53 <= -1.310821
    PC56 > -0.3875583
    PC57 <= 1.492087
    PC75 <= 0.4707795
    PC81 <= 1.765621
    PC91 > -1.647115
    ->  class 0\|3  [0.968]

Rule 55/83: (76.8/1.8, lift 9.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC15 <= 0.7124785
    PC18 <= -1.136285
    PC27 > -6.315766
    PC33 <= 4.859945
    PC54 <= -2.339566
    PC77 <= 1.124322
    ->  class 0\|3  [0.965]

Rule 55/84: (71.8/1.6, lift 9.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC15 <= 0.7124785
    PC18 <= 0.5825222
    PC30 <= 0.5327417
    PC77 > 1.124322
    ->  class 0\|3  [0.965]

Rule 55/85: (25.8, lift 9.9)
    PC4 > -7.746524
    PC15 <= 0.7124785
    PC18 <= -1.136285
    PC29 > 0.3581614
    PC79 > 1.354217
    ->  class 0\|3  [0.964]

Rule 55/86: (24.3, lift 9.8)
    PC4 > -7.746524
    PC18 <= -1.136285
    PC30 <= -4.09653
    PC63 > -0.05940325
    PC91 > -0.737647
    ->  class 0\|3  [0.962]

Rule 55/87: (19.6, lift 9.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 > -7.746524
    PC15 <= 0.7124785
    PC18 <= 0.5825222
    PC26 > 1.21934
    PC81 <= 1.765621
    PC94 > 0.4189418
    ->  class 0\|3  [0.954]

Rule 55/88: (31.2/0.6, lift 9.7)
    PC2 > 2.5099
    PC16 > -0.7586578
    PC91 <= -7.263493
    ->  class 0\|3  [0.952]

Rule 55/89: (36.8/1, lift 9.7)
    PC2 > 2.5099
    PC18 <= 0.5825222
    PC23 <= 0.7158099
    PC52 <= -1.922131
    PC85 > -0.4020052
    PC94 > 0.4189418
    ->  class 0\|3  [0.949]

Rule 55/90: (14.6, lift 9.6)
    PC1 > -0.3062993
    PC3 > -0.3754922
    PC10 <= -1.065839
    PC16 > 0.3594292
    PC17 > -1.461361
    ->  class 0\|3  [0.940]

Rule 55/91: (194.9/13.8, lift 9.5)
    PC3 <= 1.640775
    PC4 > -7.746524
    PC5 > -0.5573192
    PC15 <= 0.7124785
    PC18 <= -1.3868
    PC35 > -0.370366
    PC35 <= 0.5706837
    PC38 > -0.3297824
    PC39 > -0.7496418
    PC41 <= 0.1491748
    PC54 > -0.6455268
    PC57 <= 1.492087
    PC68 <= 0.3270253
    PC78 > -0.1131568
    PC88 > -0.362768
    PC94 <= 0.4189418
    ->  class 0\|3  [0.925]

Rule 55/92: (29.6/1.7, lift 9.4)
    PC2 > 2.5099
    PC4 > -7.746524
    PC15 <= 0.7124785
    PC18 <= -1.136285
    PC23 <= 0.7158099
    PC33 <= 4.859945
    PC81 <= 1.765621
    PC85 <= -0.4020052
    PC94 > 0.4189418
    ->  class 0\|3  [0.915]

Rule 55/93: (108.1/8.7, lift 9.3)
    PC15 <= 0.7124785
    PC18 <= -1.136285
    PC19 <= 0.2113387
    PC33 <= 4.859945
    PC42 <= 2.231153
    PC55 <= -0.1438647
    PC77 <= 1.124322
    PC81 <= 1.765621
    PC94 > 0.4189418
    ->  class 0\|3  [0.912]

Rule 55/94: (8.5, lift 9.3)
    PC4 <= -7.746524
    PC18 <= -1.136285
    PC34 <= -0.7852964
    ->  class 0\|3  [0.905]

Rule 55/95: (24.3/1.5, lift 9.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC11 > -0.08075658
    PC18 > -1.136285
    PC18 <= 0.5825222
    PC26 <= -0.5993289
    ->  class 0\|3  [0.903]

Rule 55/96: (6.9, lift 9.1)
    PC2 > 2.5099
    PC9 <= 0.2552016
    PC11 > -0.08075658
    PC18 > -1.136285
    PC18 <= 0.5825222
    PC30 <= -3.238498
    PC75 > -0.06959045
    ->  class 0\|3  [0.887]

Rule 55/97: (13.6/0.8, lift 9.0)
    PC5 > -0.5573192
    PC15 > 0.7124785
    PC18 <= -1.136285
    PC46 > 0.7912701
    ->  class 0\|3  [0.883]

Rule 55/98: (56.3/7.4, lift 8.8)
    PC1 > -0.7636611
    PC15 > 0.7124785
    PC18 <= -1.136285
    PC46 > -1.308755
    PC91 <= -0.737647
    ->  class 0\|3  [0.857]

Rule 55/99: (24.4/3.8, lift 8.4)
    PC2 > 2.5099
    PC18 > 0.5825222
    PC47 > 3.659497
    ->  class 0\|3  [0.818]

Rule 55/100: (19.6/3.2, lift 8.2)
    PC2 > 2.5099
    PC5 > -0.5573192
    PC7 <= -0.7646611
    PC16 <= -0.7586578
    PC18 <= 0.5825222
    PC46 > -1.308755
    ->  class 0\|3  [0.804]

Rule 55/101: (188.7/55.7, lift 7.2)
    PC13 > 7.236558
    PC17 <= 0.6509569
    PC65 > -2.897177
    PC85 <= 0.32481
    ->  class 0\|3  [0.703]

Rule 55/102: (12.2/3.6, lift 6.9)
    PC4 <= -7.746524
    PC5 > -0.5573192
    PC5 <= -0.4672404
    PC18 <= -1.136285
    ->  class 0\|3  [0.675]

Rule 55/103: (196.3, lift 20.8)
    PC1 > -0.3062993
    PC9 > -0.09433286
    PC12 > 2.36335
    PC22 <= 4.367604
    PC94 <= -0.1939822
    ->  class 1\|0  [0.995]

Rule 55/104: (169.8/0.2, lift 20.8)
    PC1 > -0.3062993
    PC9 > -0.09433286
    PC12 > 2.36335
    PC22 <= 4.367604
    PC56 > 0.4232124
    PC82 <= 0.1910566
    ->  class 1\|0  [0.993]

Rule 55/105: (90.8/0.3, lift 20.7)
    PC1 > -0.3062993
    PC12 > 4.306317
    PC82 <= 0.1910566
    ->  class 1\|0  [0.986]

Rule 55/106: (140.4/1.2, lift 20.6)
    PC2 > 2.5099
    PC3 > 1.640775
    PC15 > 1.35974
    PC21 > -0.2051003
    PC30 <= -0.08508095
    PC75 > -0.1449048
    PC86 <= 0.5552485
    ->  class 1\|0  [0.985]

Rule 55/107: (65.6, lift 20.6)
    PC2 > 2.5099
    PC14 <= 0.5750449
    PC16 <= -0.8879908
    PC18 <= 0.7362046
    PC27 <= 0.64168
    PC30 > -0.08508095
    PC45 > -0.6728945
    PC47 > -0.2840592
    PC67 <= -0.4841051
    ->  class 1\|0  [0.984]

Rule 55/108: (95.4/1.1, lift 20.5)
    PC2 > 2.5099
    PC16 <= -0.8879908
    PC21 > -0.2051003
    PC33 > -0.545204
    PC45 > -0.6728945
    PC47 > -0.2840592
    PC52 <= -0.0102739
    PC86 <= 0.2024556
    PC92 <= 0.4890302
    PC94 <= 0.03857326
    PC95 <= -0.2193512
    ->  class 1\|0  [0.979]

Rule 55/109: (90.7/1.3, lift 20.4)
    PC1 > -0.2809386
    PC4 > -1.215158
    PC8 > -4.446409
    PC16 <= 0.3594292
    PC17 > -1.461361
    PC18 <= 0.2079703
    PC19 > -0.403465
    PC26 <= -1.104155
    PC68 > -1.830715
    ->  class 1\|0  [0.975]

Rule 55/110: (42/0.1, lift 20.4)
    PC1 > -0.3062993
    PC9 > -0.09433286
    PC12 > 2.36335
    PC64 > 0.6189599
    PC82 <= 0.1910566
    ->  class 1\|0  [0.974]

Rule 55/111: (24.2, lift 20.1)
    PC1 > -0.3062993
    PC2 <= 2.5099
    PC15 > -0.7664703
    PC18 > 0.2079703
    PC40 <= 0.4722749
    PC95 <= -0.3907958
    ->  class 1\|0  [0.962]

Rule 55/112: (21.6, lift 20.1)
    PC1 > -0.3062993
    PC15 > -0.7664703
    PC18 > 0.2079703
    PC34 <= -1.231568
    PC41 <= -0.3237827
    ->  class 1\|0  [0.958]

Rule 55/113: (25.1/0.1, lift 20.1)
    PC2 > 2.5099
    PC18 <= 0.7362046
    PC21 > -0.2051003
    PC27 <= 0.64168
    PC30 > -0.08508095
    PC47 > -0.2840592
    PC68 > 1.74373
    PC86 <= 0.2024556
    ->  class 1\|0  [0.958]

Rule 55/114: (68.2/2.2, lift 20.0)
    PC1 > 8.888579
    PC3 <= -0.3754922
    PC11 <= -0.9232262
    PC12 <= 2.36335
    PC18 <= 0.2079703
    PC67 <= 0.3903311
    PC68 <= 1.01486
    ->  class 1\|0  [0.955]

Rule 55/115: (143.4/5.9, lift 20.0)
    PC1 > -0.3062993
    PC8 > 0.9849377
    PC9 > -0.09433286
    PC12 > 2.36335
    PC12 <= 4.306317
    PC22 <= 4.367604
    PC82 <= 0.1910566
    ->  class 1\|0  [0.953]

Rule 55/116: (381.4/24.2, lift 19.6)
    PC1 > -0.3062993
    PC9 > -0.09433286
    PC12 > 2.36335
    PC22 <= 4.367604
    PC46 > -3.657874
    PC79 > -0.08624981
    PC82 <= 0.1910566
    ->  class 1\|0  [0.934]

Rule 55/117: (37/1.7, lift 19.5)
    PC1 > -0.2809386
    PC2 <= 2.5099
    PC3 > -0.3754922
    PC4 > -1.215158
    PC8 > -4.446409
    PC16 <= 0.3594292
    PC19 > -0.403465
    PC26 > -1.104155
    PC64 > 0.560041
    PC68 > -1.830715
    ->  class 1\|0  [0.930]

Rule 55/118: (54.4/3.3, lift 19.3)
    PC1 > -0.3062993
    PC2 <= 2.5099
    PC3 > -0.3754922
    PC17 <= -1.461361
    PC68 <= -0.4712674
    ->  class 1\|0  [0.923]

Rule 55/119: (23.3/1, lift 19.3)
    PC1 > -0.3062993
    PC2 <= 2.5099
    PC3 > -0.3754922
    PC4 > -1.215158
    PC12 <= 2.36335
    PC16 <= 0.3594292
    PC19 > -0.403465
    PC47 <= -1.243745
    PC68 > -1.830715
    ->  class 1\|0  [0.922]

Rule 55/120: (12.1/0.1, lift 19.3)
    PC2 <= 2.5099
    PC6 <= -6.014648
    PC18 > 0.2079703
    ->  class 1\|0  [0.922]

Rule 55/121: (5.2, lift 18.0)
    PC2 > 2.5099
    PC3 > 1.640775
    PC21 > -0.2051003
    PC47 > -0.2840592
    PC52 > -0.0102739
    PC53 <= -0.5605518
    ->  class 1\|0  [0.862]

Rule 55/122: (82.4, lift 15.4)
    PC1 > -0.3062993
    PC2 <= 2.5099
    PC3 > -0.3754922
    PC17 <= -1.461361
    PC68 > -0.4712674
    ->  class 1\|1  [0.988]

Rule 55/123: (201/1.5, lift 15.4)
    PC1 > -0.3062993
    PC3 > -0.3754922
    PC4 > -1.215158
    PC8 > -4.446409
    PC12 <= 2.36335
    PC16 <= 0.3594292
    PC17 > -1.461361
    PC18 <= 0.2079703
    PC19 > -0.403465
    PC26 > -1.104155
    PC47 > -1.243745
    PC64 <= 0.560041
    PC68 > -1.830715
    ->  class 1\|1  [0.988]

Rule 55/124: (88.3/1.2, lift 15.2)
    PC1 > -0.3062993
    PC2 <= 2.5099
    PC6 > -6.014648
    PC15 > -0.7664703
    PC18 > 0.2079703
    PC40 <= 0.4722749
    PC41 > -0.3237827
    PC45 <= 0.07133837
    PC95 > -0.3907958
    ->  class 1\|1  [0.975]

Rule 55/125: (31.2, lift 15.2)
    PC1 > 8.888579
    PC3 <= -0.3754922
    PC8 > -4.446409
    PC11 > -0.9232262
    PC12 <= 2.36335
    PC18 <= 0.2079703
    PC19 > -1.568921
    PC54 > -3.886105
    ->  class 1\|1  [0.970]

Rule 55/126: (137.9/3.5, lift 15.1)
    PC1 > -0.3062993
    PC2 <= 2.5099
    PC8 <= 0.9849377
    PC12 > 2.36335
    PC12 <= 4.306317
    PC56 <= 0.4232124
    PC64 <= 0.6189599
    PC79 <= -0.08624981
    PC94 > -0.1939822
    ->  class 1\|1  [0.968]

Rule 55/127: (20.5, lift 14.9)
    PC1 > 8.888579
    PC3 <= -0.3754922
    PC19 > -1.568921
    PC67 > 0.3903311
    ->  class 1\|1  [0.956]

Rule 55/128: (15.3, lift 14.7)
    PC1 > 8.888579
    PC3 <= -0.3754922
    PC8 > -4.446409
    PC12 <= 2.36335
    PC19 > -1.568921
    PC68 > 1.01486
    ->  class 1\|1  [0.942]

Rule 55/129: (12.2, lift 14.5)
    PC1 > -0.3062993
    PC1 <= 8.888579
    PC3 <= -0.3754922
    PC10 > 0.6238347
    PC12 <= 2.36335
    PC18 <= 0.2079703
    ->  class 1\|1  [0.930]

Rule 55/130: (13.6/0.2, lift 14.4)
    PC1 > -0.3062993
    PC12 > 2.36335
    PC46 <= -3.657874
    PC82 <= 0.1910566
    ->  class 1\|1  [0.923]

Rule 55/131: (31.6/1.9, lift 14.3)
    PC2 <= 2.5099
    PC3 > 7.783357
    PC4 <= -1.215158
    PC16 <= 0.3594292
    PC19 > -0.403465
    ->  class 1\|1  [0.915]

Rule 55/132: (29.2/2.2, lift 14.0)
    PC1 > 8.888579
    PC3 <= -3.103489
    PC19 <= -1.568921
    PC54 > -3.886105
    ->  class 1\|1  [0.899]

Rule 55/133: (7.9, lift 14.0)
    PC1 > -0.3062993
    PC3 > -0.3754922
    PC12 > 1.859327
    PC19 <= -0.403465
    ->  class 1\|1  [0.899]

Rule 55/134: (130.5/16.2, lift 13.6)
    PC1 > -0.3062993
    PC9 > -0.09433286
    PC12 > 2.36335
    PC22 <= 4.367604
    PC82 > 0.1910566
    ->  class 1\|1  [0.870]

Rule 55/135: (25.1/2.6, lift 13.5)
    PC1 > -0.3062993
    PC16 <= 0.3594292
    PC18 > 0.1630111
    PC18 <= 0.2079703
    PC19 <= -0.403465
    ->  class 1\|1  [0.867]

Rule 55/136: (5.7/0.6, lift 12.5)
    PC1 > -0.3062993
    PC9 > -1.497579
    PC16 <= 0.3594292
    PC19 <= -0.403465
    PC58 > 1.220914
    ->  class 1\|1  [0.798]

Rule 55/137: (1273.9/752.3, lift 6.4)
    PC2 > 2.5099
    PC3 > 1.640775
    ->  class 1\|1  [0.410]

Rule 55/138: (160.2, lift 14.8)
    PC1 > -0.3062993
    PC2 <= 2.5099
    PC3 > -0.3754922
    PC9 > -1.497579
    PC12 <= 1.859327
    PC16 <= 0.3594292
    PC18 <= 0.1630111
    PC19 <= -0.403465
    PC58 <= 1.220914
    ->  class 1\|2  [0.994]

Rule 55/139: (98.7, lift 14.7)
    PC1 > 8.888579
    PC3 > -3.103489
    PC3 <= -0.3754922
    PC8 > -4.446409
    PC18 <= 0.2079703
    PC19 <= -1.568921
    ->  class 1\|2  [0.990]

Rule 55/140: (87.3, lift 14.7)
    PC1 > -0.3062993
    PC2 <= 2.5099
    PC3 > -0.3754922
    PC16 <= 0.3594292
    PC18 <= 0.1630111
    PC19 <= -0.403465
    PC86 > 0.4075066
    ->  class 1\|2  [0.989]

Rule 55/141: (82.6, lift 14.7)
    PC2 > 2.5099
    PC3 > 9.508333
    PC51 <= -0.7561268
    ->  class 1\|2  [0.988]

Rule 55/142: (88.6/0.2, lift 14.7)
    PC1 > -0.3062993
    PC2 <= 2.5099
    PC3 > -0.3754922
    PC16 <= 0.3594292
    PC18 <= 0.1630111
    PC19 <= -0.403465
    PC50 <= -0.6363275
    ->  class 1\|2  [0.987]

Rule 55/143: (71.3, lift 14.6)
    PC3 > 0.3848427
    PC16 > 0.3594292
    PC70 > 0.9095808
    ->  class 1\|2  [0.986]

Rule 55/144: (68.1, lift 14.6)
    PC5 <= -5.914125
    PC6 <= -3.426425
    PC16 > -0.8879908
    PC51 <= -0.7561268
    ->  class 1\|2  [0.986]

Rule 55/145: (60.2, lift 14.6)
    PC2 <= 2.5099
    PC3 <= 7.783357
    PC4 <= -1.215158
    PC12 <= 2.36335
    PC16 <= 0.3594292
    PC17 > -1.461361
    PC18 <= 0.2079703
    ->  class 1\|2  [0.984]

Rule 55/146: (60.4, lift 14.6)
    PC1 > -0.3062993
    PC11 > -0.886148
    PC12 <= 2.36335
    PC16 > 0.3594292
    PC23 > 1.960709
    PC100 <= 0.1844041
    ->  class 1\|2  [0.984]

Rule 55/147: (43.5, lift 14.5)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -0.8879908
    PC60 <= -0.9186381
    ->  class 1\|2  [0.976]

Rule 55/148: (34.6, lift 14.4)
    PC1 > -0.3062993
    PC8 > -4.446409
    PC16 > 0.3594292
    PC18 <= 0.2079703
    PC23 > 1.960709
    PC24 <= 2.627031
    ->  class 1\|2  [0.973]

Rule 55/149: (121.3/2.3, lift 14.5)
    PC1 > -0.3062993
    PC3 > -0.3754922
    PC8 > 2.191673
    PC12 <= 2.36335
    PC16 > 0.3594292
    ->  class 1\|2  [0.973]

Rule 55/150: (140.1/4.1, lift 14.3)
    PC2 > 2.5099
    PC3 > 1.640775
    PC8 <= 1.980869
    PC16 > 0.4291682
    PC51 > -0.7561268
    PC61 > -0.9051436
    ->  class 1\|2  [0.964]

Rule 55/151: (23.1, lift 14.3)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -0.8879908
    PC27 > 0.3781083
    PC51 <= -0.7561268
    ->  class 1\|2  [0.960]

Rule 55/152: (141.5/5, lift 14.2)
    PC1 > -0.3062993
    PC3 > -0.3754922
    PC8 > -4.446409
    PC8 <= 2.191673
    PC10 > -1.065839
    PC12 <= 2.36335
    PC18 <= 0.2079703
    PC20 > -0.2767116
    PC26 > 1.513657
    ->  class 1\|2  [0.958]

Rule 55/153: (28.7/0.4, lift 14.2)
    PC1 > -0.3062993
    PC2 <= 2.5099
    PC3 > -0.3754922
    PC16 > 0.3594292
    PC99 > 1.455613
    PC100 <= 0.1844041
    ->  class 1\|2  [0.953]

Rule 55/154: (256.9/11.5, lift 14.1)
    PC1 > -0.3062993
    PC5 > 3.424831
    PC12 <= 2.36335
    PC16 > 0.3594292
    PC18 <= 0.2079703
    ->  class 1\|2  [0.952]

Rule 55/155: (288.7/17.1, lift 13.9)
    PC2 <= 2.5099
    PC3 > -0.3754922
    PC9 > -0.6201965
    PC12 <= 2.36335
    PC16 > 0.3594292
    PC18 <= 0.2079703
    PC20 <= 0.1062191
    PC24 > -2.629769
    PC26 > -0.771329
    PC28 > -0.3159879
    PC57 <= 1.048443
    PC62 > -0.808212
    PC100 > 0.1844041
    ->  class 1\|2  [0.938]

Rule 55/156: (89.2/5.8, lift 13.7)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -0.8879908
    PC20 > -0.09560023
    PC29 > -0.2149761
    PC51 > -0.7561268
    ->  class 1\|2  [0.925]

Rule 55/157: (11, lift 13.7)
    PC1 > -0.3062993
    PC9 > -0.09433286
    PC12 > 2.36335
    PC22 > 4.367604
    ->  class 1\|2  [0.923]

Rule 55/158: (96.7/15.1, lift 12.4)
    PC1 > -0.3062993
    PC2 <= 2.5099
    PC3 > 0.3848427
    PC10 > -1.065839
    PC16 > 0.3594292
    PC18 <= 0.2079703
    PC20 > -0.003602827
    ->  class 1\|2  [0.837]

Rule 55/159: (116.5/45.2, lift 9.1)
    PC1 > -0.3062993
    PC8 > -4.446409
    PC12 <= 2.36335
    PC16 <= 0.3594292
    PC17 > -1.461361
    PC18 <= 0.2079703
    PC68 <= -1.830715
    ->  class 1\|2  [0.610]

Rule 55/160: (118.4, lift 14.4)
    PC1 > -0.3062993
    PC2 <= 2.5099
    PC3 > -0.3754922
    PC8 > -4.446409
    PC9 <= -1.497579
    PC19 <= -0.403465
    PC45 > -0.4144146
    PC50 > -0.6363275
    PC86 <= 0.4075066
    ->  class 1\|3  [0.991]

Rule 55/161: (27, lift 14.1)
    PC1 > -0.3062993
    PC2 <= 2.5099
    PC3 > 0.3848427
    PC5 <= 3.424831
    PC9 <= -0.6201965
    PC16 > 0.3594292
    PC100 > 0.1844041
    ->  class 1\|3  [0.966]

Rule 55/162: (37.4/1.1, lift 13.8)
    PC2 <= 2.5099
    PC3 > -0.3754922
    PC5 <= 3.424831
    PC12 <= 2.36335
    PC16 > 0.3594292
    PC28 <= -0.3159879
    PC70 <= 0.9095808
    ->  class 1\|3  [0.947]

Rule 55/163: (16.6, lift 13.8)
    PC1 > -0.3062993
    PC2 <= 2.5099
    PC3 > -0.3754922
    PC5 <= 3.424831
    PC16 > 0.3594292
    PC57 > 1.048443
    PC70 <= 0.9095808
    PC100 > 0.1844041
    ->  class 1\|3  [0.946]

Rule 55/164: (35.9/1.3, lift 13.7)
    PC1 > -0.3062993
    PC2 <= 2.5099
    PC15 > -0.7664703
    PC18 > 0.2079703
    PC34 > -1.231568
    PC41 <= -0.3237827
    ->  class 1\|3  [0.940]

Rule 55/165: (401.4/51.2, lift 12.7)
    PC1 > -0.3062993
    PC2 <= 2.5099
    PC3 > 0.3848427
    PC5 <= 3.424831
    PC8 <= 2.191673
    PC16 > 0.3594292
    PC20 <= -0.003602827
    PC70 <= 0.9095808
    PC100 <= 0.1844041
    ->  class 1\|3  [0.871]

Rule 55/166: (170.9/25.9, lift 12.3)
    PC1 > -0.3062993
    PC3 > 0.3848427
    PC5 <= 3.424831
    PC16 > 0.3594292
    PC20 <= 0.1062191
    PC26 <= -0.771329
    ->  class 1\|3  [0.845]

Rule 55/167: (348.6/116.6, lift 9.7)
    PC3 > 1.640775
    PC3 <= 9.508333
    PC16 > -0.8879908
    PC51 <= -0.7561268
    ->  class 1\|3  [0.665]

Rule 55/168: (1050.8/410, lift 8.9)
    PC1 > -0.3062993
    PC2 <= 2.5099
    PC15 <= -0.7664703
    PC18 > 0.2079703
    PC21 <= 0.9003304
    ->  class 1\|3  [0.610]

Rule 55/169: (54.3, lift 14.0)
    PC1 > -0.3062993
    PC1 <= 8.888579
    PC2 <= 2.5099
    PC3 <= -0.3754922
    PC8 > -4.446409
    PC12 <= 2.36335
    PC44 > 0.800207
    PC57 > -0.9032559
    ->  class 2\|0  [0.981]

Rule 55/170: (108.3/2.1, lift 13.9)
    PC1 <= -0.3062993
    PC2 > -1.079964
    PC2 <= 2.5099
    PC8 > 1.146677
    PC36 > 0.09076007
    PC36 <= 0.3500793
    ->  class 2\|0  [0.972]

Rule 55/171: (28.6, lift 13.8)
    PC1 <= -0.3062993
    PC8 > 2.293971
    PC20 <= -0.02097375
    PC31 <= -0.7057244
    PC76 <= -0.02000255
    PC94 <= 0.5022797
    ->  class 2\|0  [0.967]

Rule 55/172: (64.1/2.3, lift 13.6)
    PC1 <= -0.3062993
    PC2 > -1.560392
    PC8 > 2.293971
    PC19 <= 0.7237988
    PC44 <= 0.6049024
    ->  class 2\|0  [0.950]

Rule 55/173: (17.2, lift 13.6)
    PC1 <= -0.3062993
    PC8 > 2.293971
    PC19 <= 0.7237988
    PC20 > -0.02097375
    PC66 > 0.5869853
    ->  class 2\|0  [0.948]

Rule 55/174: (44.5/2.4, lift 13.3)
    PC1 > -0.3062993
    PC15 <= -0.7664703
    PC18 > 0.2079703
    PC21 > 0.9003304
    ->  class 2\|0  [0.927]

Rule 55/175: (671.6/61.4, lift 13.0)
    PC3 <= 0.4698725
    PC8 > 2.293971
    PC19 <= 0.7237988
    PC20 <= -0.02097375
    PC31 > -0.7057244
    PC41 <= 1.751196
    PC42 > -0.4168515
    PC43 > -2.296228
    PC70 <= 0.155108
    PC71 <= 0.9127713
    PC94 <= 0.5022797
    ->  class 2\|0  [0.907]

Rule 55/176: (184.8/19.5, lift 12.7)
    PC3 <= 0.4698725
    PC8 > 2.293971
    PC19 <= 0.7237988
    PC64 <= -0.5808558
    ->  class 2\|0  [0.890]

Rule 55/177: (165.6/17.6, lift 12.7)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > 0.9530323
    PC10 <= 0.06672035
    PC43 > -1.259199
    PC56 <= -0.2859238
    ->  class 2\|0  [0.889]

Rule 55/178: (7.5/0.8, lift 11.5)
    PC8 > 2.293971
    PC19 <= 0.7237988
    PC41 <= -0.3458805
    PC94 > 0.5022797
    ->  class 2\|0  [0.806]

Rule 55/179: (367.1/80.8, lift 11.1)
    PC2 <= -1.079964
    PC3 > -1.969858
    PC3 <= 0.4698725
    PC8 > -0.2730613
    PC19 <= -1.274078
    PC24 <= 0.7800624
    PC44 > 0.4032726
    ->  class 2\|0  [0.778]

Rule 55/180: (25.3/11, lift 8.0)
    PC1 > -0.3062993
    PC9 <= -0.09433286
    PC12 > 2.36335
    ->  class 2\|0  [0.561]

Rule 55/181: (114.7, lift 11.7)
    PC2 <= 2.5099
    PC3 <= 0.4698725
    PC8 > 0.1481944
    PC10 > 0.07717738
    PC10 <= 0.6153101
    PC94 > 0.6588326
    ->  class 2\|1  [0.991]

Rule 55/182: (71.9/0.3, lift 11.5)
    PC2 <= -1.079964
    PC3 > -1.969858
    PC8 > -0.2730613
    PC8 <= 2.293971
    PC34 > 0.8681469
    PC56 > -0.2859238
    ->  class 2\|1  [0.983]

Rule 55/183: (88.5/0.9, lift 11.5)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC6 <= -0.4582205
    PC76 <= -1.077282
    PC91 > -0.5544928
    ->  class 2\|1  [0.979]

Rule 55/184: (50.8/0.2, lift 11.5)
    PC1 <= -0.3062993
    PC2 <= -1.079964
    PC3 > -1.969858
    PC8 > -0.2730613
    PC29 > 0.2777657
    PC94 <= 0.9344031
    PC100 > -1.008369
    ->  class 2\|1  [0.978]

Rule 55/185: (77.9/0.9, lift 11.5)
    PC1 <= -0.3062993
    PC8 > 2.825634
    PC18 <= -0.2199629
    PC42 > -0.4168515
    PC70 > -0.03615108
    ->  class 2\|1  [0.976]

Rule 55/186: (141.7/2.6, lift 11.5)
    PC2 <= -1.079964
    PC8 > 0.7917142
    PC8 <= 2.293971
    PC10 <= 0.07717738
    PC32 <= 1.11593
    PC40 > -1.014981
    PC44 <= 0.4032726
    PC56 > -0.2859238
    PC60 <= 1.14274
    PC64 <= 1.290706
    ->  class 2\|1  [0.975]

Rule 55/187: (25.5, lift 11.3)
    PC2 <= -9.599361
    ->  class 2\|1  [0.964]

Rule 55/188: (23.7, lift 11.3)
    PC1 <= -0.3062993
    PC8 > 2.293971
    PC41 > 1.751196
    PC70 <= 0.155108
    ->  class 2\|1  [0.961]

Rule 55/189: (23.6, lift 11.3)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC34 > 1.066212
    PC47 <= -0.779565
    ->  class 2\|1  [0.961]

Rule 55/190: (22, lift 11.3)
    PC1 <= 8.888579
    PC2 <= 2.5099
    PC3 <= -0.3754922
    PC8 > -4.446409
    PC10 <= 0.6238347
    PC12 <= 2.36335
    PC18 <= 0.2079703
    PC44 > 0.800207
    PC57 <= -0.9032559
    ->  class 2\|1  [0.958]

Rule 55/191: (55.8/1.4, lift 11.3)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > 0.9530323
    PC8 <= 2.293971
    PC10 > 0.06672035
    PC56 <= -0.2859238
    ->  class 2\|1  [0.958]

Rule 55/192: (18.6, lift 11.2)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -0.2730613
    PC39 > 1.060648
    ->  class 2\|1  [0.952]

Rule 55/193: (25.1/0.5, lift 11.1)
    PC1 <= -0.3062993
    PC5 > 0.7128242
    PC8 > 2.293971
    PC8 <= 2.825634
    PC20 <= -0.02097375
    PC42 > -0.4168515
    ->  class 2\|1  [0.945]

Rule 55/194: (15.8/0.2, lift 11.0)
    PC1 > 8.888579
    PC3 <= -0.3754922
    PC8 > -4.446409
    PC12 <= 2.36335
    PC54 <= -3.886105
    ->  class 2\|1  [0.934]

Rule 55/195: (70.2/4.7, lift 10.8)
    PC3 <= 0.4698725
    PC8 > 2.293971
    PC70 > 0.155108
    ->  class 2\|1  [0.921]

Rule 55/196: (8.7, lift 10.7)
    PC2 <= 2.5099
    PC8 > -2.289896
    PC58 > 0.238139
    PC73 <= -2.108726
    PC76 > -1.077282
    ->  class 2\|1  [0.906]

Rule 55/197: (27.6/2.2, lift 10.5)
    PC1 <= -0.3062993
    PC8 > 2.293971
    PC41 <= 1.751196
    PC43 <= -2.296228
    ->  class 2\|1  [0.892]

Rule 55/198: (5.2, lift 10.1)
    PC2 <= -7.957974
    PC8 > -2.289896
    PC8 <= -0.2730613
    PC58 <= 0.238139
    PC63 > 0.04832752
    ->  class 2\|1  [0.861]

Rule 55/199: (7/0.4, lift 10.0)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > 0.1481944
    PC8 <= 0.1558477
    ->  class 2\|1  [0.849]

Rule 55/200: (50/13.7, lift 8.4)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -2.289896
    PC8 <= -0.2730613
    PC55 > -2.052396
    PC58 <= 0.238139
    PC63 > 0.04832752
    PC86 > 0.9986027
    ->  class 2\|1  [0.717]

Rule 55/201: (38.7/19.1, lift 5.9)
    PC1 > -0.3062993
    PC2 <= 2.5099
    PC15 > -0.7664703
    PC18 > 0.2079703
    PC40 > 0.4722749
    PC41 > -0.3237827
    ->  class 2\|1  [0.506]

Rule 55/202: (3248.3/1763.9, lift 5.4)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -0.2730613
    ->  class 2\|1  [0.457]

Rule 55/203: (170.3/1.2, lift 11.0)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -0.2730613
    PC8 <= 0.1481944
    PC10 > 0.07717738
    PC29 <= 0.2777657
    PC30 <= 0.4316063
    PC34 <= 0.8681469
    PC44 <= 0.4032726
    PC65 <= 1.142087
    PC100 > -1.008369
    ->  class 2\|2  [0.987]

Rule 55/204: (83/0.1, lift 11.0)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC3 <= 0.4698725
    PC8 > 0.1481944
    PC8 <= 2.293971
    PC10 > 0.6153101
    PC29 <= 0.2777657
    PC30 <= 0.4316063
    PC35 > -0.6423977
    PC44 <= 0.4032726
    PC48 > -1.374239
    PC54 <= 1.755398
    PC56 > -0.2859238
    PC94 <= 0.9344031
    ->  class 2\|2  [0.987]

Rule 55/205: (106.2/2.2, lift 10.8)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -2.289896
    PC8 <= -0.2730613
    PC19 > -3.052557
    PC27 > -0.716119
    PC42 <= 0.5782176
    PC47 > -0.779565
    PC49 <= -0.1103051
    PC51 <= 0.1574584
    PC52 > -0.1123977
    PC63 <= 0.04832752
    PC80 > -0.6928559
    PC88 <= 0.4256945
    ->  class 2\|2  [0.971]

Rule 55/206: (29.4, lift 10.7)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC6 <= -0.4582205
    PC7 > -1.648415
    PC8 <= -0.2730613
    PC76 <= -1.077282
    PC91 <= -0.5544928
    ->  class 2\|2  [0.965]

Rule 55/207: (25.2, lift 10.7)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC5 > 1.020144
    PC8 > -2.289896
    PC8 <= -0.2730613
    PC47 <= -0.779565
    PC90 > 0.2148222
    ->  class 2\|2  [0.963]

Rule 55/208: (28.3/0.3, lift 10.7)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 <= -0.2730613
    PC30 <= 0.1023021
    PC76 > -1.077282
    PC76 <= -0.4988156
    PC84 <= -0.3270488
    ->  class 2\|2  [0.959]

Rule 55/209: (21.1, lift 10.6)
    PC8 <= -0.2730613
    PC47 > -0.779565
    PC67 <= -4.857662
    PC76 > -1.077282
    PC78 <= 1.092113
    PC86 > -0.377133
    ->  class 2\|2  [0.957]

Rule 55/210: (18.5, lift 10.6)
    PC1 > -0.3062993
    PC1 <= 8.888579
    PC3 <= -0.3754922
    PC8 > -4.446409
    PC18 <= 0.2079703
    PC23 > 0.4803682
    PC41 > 0.4290316
    PC44 <= 0.800207
    ->  class 2\|2  [0.951]

Rule 55/211: (250.1/11.5, lift 10.6)
    PC1 <= -0.3062993
    PC2 > -9.599361
    PC2 <= 2.5099
    PC6 <= 6.78757
    PC8 > -2.289896
    PC8 <= -0.2730613
    PC13 > -0.8443785
    PC58 > 0.238139
    PC76 > -1.077282
    ->  class 2\|2  [0.950]

Rule 55/212: (23.3/0.3, lift 10.5)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC43 <= -1.59425
    PC47 > -0.779565
    PC49 > -0.1103051
    PC58 <= 0.238139
    PC63 <= 0.04832752
    PC76 > -1.077282
    PC84 > -0.05680523
    PC88 <= 0.4256945
    ->  class 2\|2  [0.947]

Rule 55/213: (22.9/0.3, lift 10.5)
    PC1 <= -0.3062993
    PC8 <= -2.289896
    PC46 > 0.6557118
    PC68 <= -0.04998782
    PC79 > -0.4913865
    ->  class 2\|2  [0.946]

Rule 55/214: (15.9, lift 10.5)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -0.2730613
    PC8 <= 0.9530323
    PC56 <= -0.2859238
    PC77 <= -1.052081
    ->  class 2\|2  [0.944]

Rule 55/215: (32.4/1, lift 10.5)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -2.289896
    PC8 <= -0.2730613
    PC47 > -0.779565
    PC63 <= 0.04832752
    PC78 > 1.092113
    ->  class 2\|2  [0.942]

Rule 55/216: (100.4/5.5, lift 10.4)
    PC1 <= -0.3062993
    PC8 > 0.1481944
    PC8 <= 2.293971
    PC10 > 0.07717738
    PC32 <= 1.11593
    PC34 <= 0.8681469
    PC35 > -0.6423977
    PC39 > 0.5651461
    PC39 <= 1.060648
    PC56 > -0.2859238
    PC56 <= 0.4793926
    PC59 <= 0.4912825
    PC94 <= 0.6588326
    ->  class 2\|2  [0.937]

Rule 55/217: (352.3/22.4, lift 10.4)
    PC1 > -3.929992
    PC1 <= -0.3062993
    PC2 <= -1.079964
    PC3 > -1.969858
    PC8 > -0.2730613
    PC8 <= 2.293971
    PC10 > 0.07717738
    PC10 <= 0.6038525
    PC15 <= 2.732739
    PC19 > -2.317307
    PC32 <= 1.11593
    PC34 <= 0.7388773
    PC35 > -0.6423977
    PC38 <= 0.5424263
    PC44 <= 0.4032726
    PC48 > -1.374239
    PC56 > -0.2859238
    PC59 <= 0.4912825
    PC94 <= 0.6588326
    PC100 > -1.008369
    ->  class 2\|2  [0.934]

Rule 55/218: (13.1, lift 10.4)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 <= -0.2730613
    PC20 > 0.8054562
    PC71 <= -0.3714299
    ->  class 2\|2  [0.934]

Rule 55/219: (37/1.6, lift 10.4)
    PC1 > -0.3062993
    PC1 <= 8.888579
    PC2 <= 2.5099
    PC3 <= -0.3754922
    PC8 > -4.446409
    PC10 <= 0.6238347
    PC12 <= 2.36335
    PC18 <= 0.2079703
    PC23 <= 0.4803682
    PC44 <= 0.800207
    PC87 > -0.3763801
    ->  class 2\|2  [0.933]

Rule 55/220: (12.6, lift 10.4)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC3 > -1.969858
    PC8 > -0.2730613
    PC24 > 0.7800624
    PC44 > 0.4032726
    ->  class 2\|2  [0.932]

Rule 55/221: (20.4/0.7, lift 10.3)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -2.289896
    PC22 <= -2.06298
    PC58 <= 0.238139
    PC88 <= 0.4256945
    ->  class 2\|2  [0.925]

Rule 55/222: (15.9/0.3, lift 10.3)
    PC1 <= -0.3062993
    PC2 <= -1.079964
    PC8 > -0.2730613
    PC8 <= 2.293971
    PC10 <= 0.07717738
    PC44 <= 0.4032726
    PC59 > -0.6592996
    PC60 > 1.14274
    PC65 <= 1.142087
    ->  class 2\|2  [0.925]

Rule 55/223: (9.6, lift 10.2)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -0.2730613
    PC8 <= 2.293971
    PC32 > 1.11593
    PC44 <= 0.4032726
    PC92 > 0.4191023
    ->  class 2\|2  [0.914]

Rule 55/224: (87.3/6.8, lift 10.2)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -2.289896
    PC8 <= -0.2730613
    PC47 > -0.779565
    PC63 <= 0.04832752
    PC88 > 0.4256945
    ->  class 2\|2  [0.913]

Rule 55/225: (13.3/0.3, lift 10.2)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 <= 2.293971
    PC10 <= 0.07717738
    PC32 <= 1.11593
    PC40 > -1.014981
    PC56 > -0.2859238
    PC64 > 1.290706
    PC65 <= 1.142087
    ->  class 2\|2  [0.913]

Rule 55/226: (49.1/3.8, lift 10.1)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC20 <= 0.8054562
    PC36 <= 1.237872
    PC39 <= -1.176261
    PC71 <= -0.3714299
    PC84 > -0.3270488
    ->  class 2\|2  [0.907]

Rule 55/227: (57.2/4.5, lift 10.1)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 <= -0.2730613
    PC14 > 2.530786
    PC63 <= 0.04832752
    ->  class 2\|2  [0.906]

Rule 55/228: (114.5/11.8, lift 9.9)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -2.289896
    PC8 <= -0.2730613
    PC19 > -4.218863
    PC49 > -0.1103051
    PC53 > -0.3411455
    PC84 <= -0.05680523
    PC86 > -0.377133
    ->  class 2\|2  [0.890]

Rule 55/229: (60.4/6, lift 9.9)
    PC1 <= -0.3062993
    PC2 <= -1.079964
    PC8 > -0.2730613
    PC8 <= 0.7917142
    PC10 <= 0.07717738
    PC44 <= 0.4032726
    PC53 <= -0.06332266
    PC56 > -0.2859238
    PC59 > -0.6592996
    PC86 <= 0.2587095
    ->  class 2\|2  [0.888]

Rule 55/230: (16.9/1.1, lift 9.9)
    PC2 <= 2.5099
    PC8 <= -0.2730613
    PC14 <= 2.530786
    PC27 <= -0.716119
    PC47 > -0.779565
    PC58 <= 0.238139
    PC63 <= 0.04832752
    PC86 > -0.377133
    ->  class 2\|2  [0.888]

Rule 55/231: (23.3/1.9, lift 9.8)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -0.2730613
    PC8 <= 0.9530323
    PC44 <= -0.7733655
    PC56 <= -0.2859238
    PC77 > -1.052081
    ->  class 2\|2  [0.884]

Rule 55/232: (6.5, lift 9.8)
    PC2 <= 2.5099
    PC8 > -2.289896
    PC8 <= -0.2730613
    PC47 <= -0.779565
    PC82 <= -0.9570016
    ->  class 2\|2  [0.882]

Rule 55/233: (6, lift 9.7)
    PC1 <= -0.3062993
    PC8 <= -0.2730613
    PC84 > -0.3276846
    PC84 <= -0.3270488
    ->  class 2\|2  [0.875]

Rule 55/234: (5.1, lift 9.6)
    PC8 <= -0.2730613
    PC93 > 0.4512028
    PC93 <= 0.4516766
    ->  class 2\|2  [0.859]

Rule 55/235: (26.7/3.1, lift 9.5)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC3 <= 0.4698725
    PC8 > -0.2730613
    PC8 <= 2.293971
    PC10 <= 0.07717738
    PC32 <= 1.11593
    PC40 <= -1.014981
    PC56 > -0.2859238
    PC59 > -0.6592996
    PC65 <= 1.142087
    ->  class 2\|2  [0.856]

Rule 55/236: (34.7/4.8, lift 9.4)
    PC1 <= -0.3062993
    PC2 > -8.403103
    PC8 <= -2.289896
    PC30 > 0.1023021
    PC84 <= -0.3270488
    ->  class 2\|2  [0.843]

Rule 55/237: (46.6/7.9, lift 9.1)
    PC1 <= -2.23943
    PC2 > -8.403103
    PC8 > -2.974228
    PC8 <= -2.289896
    PC19 > -3.550094
    PC45 > 0.04417703
    PC71 <= -0.3714299
    PC84 > -0.3270488
    ->  class 2\|2  [0.817]

Rule 55/238: (3.4, lift 9.1)
    PC38 > 5.795516
    ->  class 2\|2  [0.816]

Rule 55/239: (592.5/173.3, lift 7.9)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -2.289896
    PC8 <= -0.2730613
    PC63 > 0.04832752
    PC76 > -1.077282
    ->  class 2\|2  [0.707]

Rule 55/240: (279.1/0.2, lift 8.0)
    PC2 <= 2.5099
    PC5 <= 1.158175
    PC8 <= -2.289896
    PC11 > -4.255485
    PC22 <= -0.2078556
    PC34 > -0.03992389
    PC71 > -0.3714299
    PC84 > -0.3270488
    ->  class 2\|3  [0.996]

Rule 55/241: (138.7, lift 8.0)
    PC1 <= -0.3062993
    PC2 > -8.403103
    PC8 <= -2.289896
    PC76 > -1.077282
    PC84 > -0.3270488
    PC86 <= -0.5913734
    ->  class 2\|3  [0.992]

Rule 55/242: (85.1, lift 8.0)
    PC2 <= 2.5099
    PC8 <= -2.289896
    PC19 <= 0.7321585
    PC23 <= 0.2972143
    PC33 <= -0.0142226
    PC36 <= 1.237872
    PC45 <= 0.3081251
    PC46 <= 0.6557118
    PC73 > 0.2099227
    PC84 > -0.3270488
    ->  class 2\|3  [0.989]

Rule 55/243: (90.8/0.5, lift 7.9)
    PC1 > -1.773894
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 <= -0.2730613
    PC19 <= 3.33329
    PC63 > 0.04832752
    PC86 <= 0.9986027
    PC87 > 0.06508809
    ->  class 2\|3  [0.984]

Rule 55/244: (44.7, lift 7.9)
    PC1 <= -0.3062993
    PC8 <= -0.2730613
    PC55 <= -2.052396
    PC63 > 0.04832752
    ->  class 2\|3  [0.979]

Rule 55/245: (35.7, lift 7.8)
    PC1 <= -0.3062993
    PC4 <= 0.5117102
    PC6 > 6.78757
    PC8 <= -0.2730613
    ->  class 2\|3  [0.973]

Rule 55/246: (68.5/0.9, lift 7.8)
    PC8 <= -0.2730613
    PC35 > 1.009134
    PC58 <= 0.238139
    PC63 > 0.04832752
    PC76 > -1.077282
    PC86 <= 0.9986027
    ->  class 2\|3  [0.973]

Rule 55/247: (27.5, lift 7.8)
    PC8 <= -0.2730613
    PC76 > -1.077282
    PC80 <= -5.839114
    ->  class 2\|3  [0.966]

Rule 55/248: (53.9/1.2, lift 7.7)
    PC1 <= -0.3062993
    PC8 <= -2.289896
    PC46 > 0.6557118
    PC68 > -0.04998782
    PC71 > -0.3714299
    PC84 > -0.3270488
    ->  class 2\|3  [0.961]

Rule 55/249: (20.8, lift 7.7)
    PC1 <= -0.3062993
    PC8 > -2.289896
    PC8 <= -0.2730613
    PC19 > -4.218863
    PC19 <= -3.052557
    PC58 <= 0.238139
    ->  class 2\|3  [0.956]

Rule 55/250: (19.6/0.1, lift 7.6)
    PC1 <= -1.773894
    PC8 <= -0.2730613
    PC58 <= 0.238139
    PC63 > 0.04832752
    PC76 > -1.077282
    PC79 <= -0.1719397
    PC87 > -0.8287594
    ->  class 2\|3  [0.949]

Rule 55/251: (59.3/2.4, lift 7.6)
    PC1 <= -0.3062993
    PC2 <= -1.079964
    PC8 > -0.2730613
    PC8 <= 0.9530323
    PC38 <= 0.1968416
    PC44 > -0.7733655
    PC56 <= -0.2859238
    PC77 > -1.052081
    PC88 > -0.3139375
    PC93 <= 0.6375797
    PC99 <= 1.045439
    ->  class 2\|3  [0.945]

Rule 55/252: (63/4.9, lift 7.3)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 <= -0.2730613
    PC63 > 0.04832752
    PC80 > -5.839114
    PC86 <= 0.9986027
    PC99 <= -1.404352
    ->  class 2\|3  [0.909]

Rule 55/253: (54.8/8.1, lift 6.8)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -2.289896
    PC8 <= -0.2730613
    PC14 <= 2.530786
    PC52 <= -0.1123977
    PC58 <= 0.238139
    PC63 <= 0.04832752
    PC67 > -4.857662
    PC88 <= 0.4256945
    ->  class 2\|3  [0.840]

Rule 55/254: (29.8/5.9, lift 6.3)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC3 <= -1.969858
    PC8 > -0.2730613
    ->  class 2\|3  [0.784]

Rule 55/255: (39.7/15.8, lift 4.8)
    PC1 <= -0.3062993
    PC2 <= -1.079964
    PC3 > -1.969858
    PC8 > -0.2730613
    PC8 <= 2.293971
    PC24 <= 0.7800624
    PC44 > 0.4032726
    PC87 > -0.004789992
    ->  class 2\|3  [0.597]

Rule 55/256: (11906.6/9432.8, lift 1.7)
    PC2 <= 2.5099
    ->  class 2\|3  [0.208]

Rule 55/257: (132.1, lift 22.8)
    PC1 <= -0.3062993
    PC8 <= -2.289896
    PC19 <= 0.7321585
    PC22 > -0.2078556
    PC33 > -0.0142226
    PC73 > 0.2099227
    PC96 <= 0.313805
    ->  class 2\|4  [0.992]

Rule 55/258: (64, lift 22.6)
    PC1 > -3.113458
    PC1 <= -0.3062993
    PC11 <= -4.255485
    ->  class 2\|4  [0.985]

Rule 55/259: (78.4/0.8, lift 22.4)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 <= -0.2730613
    PC10 <= -0.9705257
    PC36 <= 0.9121976
    PC71 > -0.3714299
    PC76 > -1.077282
    PC93 <= 0.4516766
    ->  class 2\|4  [0.977]

Rule 55/260: (68.7/1.1, lift 22.2)
    PC1 <= -0.3062993
    PC8 <= -2.289896
    PC71 > -0.3714299
    PC76 > -1.077282
    PC79 <= -0.4913865
    PC84 > -0.3270488
    ->  class 2\|4  [0.970]

Rule 55/261: (176.9/5.5, lift 22.1)
    PC8 <= -2.289896
    PC10 > 0.1367046
    PC19 <= -3.550094
    PC22 > -1.824882
    PC33 <= 0.3340787
    ->  class 2\|4  [0.964]

Rule 55/262: (51.7/1.1, lift 22.0)
    PC1 <= -0.3062993
    PC5 > 1.158175
    PC8 <= -2.289896
    PC19 <= 0.7321585
    PC33 > -0.0142226
    PC46 <= 0.6557118
    PC71 > -0.3714299
    PC73 > 0.2099227
    PC86 > -0.5913734
    PC96 <= 0.313805
    ->  class 2\|4  [0.961]

Rule 55/263: (33/0.5, lift 22.0)
    PC2 <= 2.5099
    PC8 <= -2.289896
    PC19 <= 0.7321585
    PC23 > 0.2972143
    PC33 <= -0.0142226
    PC71 > -0.3714299
    PC73 > 0.2099227
    PC84 > -0.3270488
    PC93 <= 0.4516766
    PC96 <= 0.313805
    ->  class 2\|4  [0.958]

Rule 55/264: (19.6, lift 21.9)
    PC1 > -0.3062993
    PC2 <= 2.5099
    PC8 <= -4.446409
    PC25 > -0.2304425
    PC57 > 0.2258642
    ->  class 2\|4  [0.954]

Rule 55/265: (16.8, lift 21.7)
    PC1 <= -0.3062993
    PC8 <= -2.289896
    PC45 > 0.3081251
    PC46 <= 0.6557118
    PC71 > -0.3714299
    PC76 > -1.077282
    PC84 > -0.3270488
    ->  class 2\|4  [0.946]

Rule 55/266: (15.9, lift 21.6)
    PC1 > -0.3062993
    PC8 <= -4.446409
    PC38 > 0.5481992
    ->  class 2\|4  [0.944]

Rule 55/267: (78.1/3.6, lift 21.6)
    PC8 <= -2.289896
    PC36 <= 1.237872
    PC46 <= 0.6557118
    PC71 > -0.3714299
    PC78 <= -0.8694678
    PC84 > -0.3270488
    ->  class 2\|4  [0.943]

Rule 55/268: (86.5/4.1, lift 21.6)
    PC2 <= 2.5099
    PC8 <= -2.289896
    PC19 > -3.550094
    PC19 <= 0.7321585
    PC33 > -0.0142226
    PC34 <= -0.03992389
    PC46 <= 0.6557118
    PC71 > -0.3714299
    PC73 > 0.2099227
    PC85 <= 0.7304359
    PC86 > -0.5913734
    PC96 <= 0.313805
    ->  class 2\|4  [0.942]

Rule 55/269: (85.4/6.1, lift 21.1)
    PC1 <= -0.3062993
    PC8 <= -2.289896
    PC19 > -3.550094
    PC46 <= 0.6557118
    PC71 > -0.3714299
    PC84 > -0.3270488
    PC85 > 0.7304359
    PC93 <= 0.4516766
    PC96 <= 0.313805
    ->  class 2\|4  [0.919]

Rule 55/270: (32.3/1.8, lift 21.1)
    PC1 > -0.3062993
    PC2 <= 2.5099
    PC8 <= -4.446409
    PC18 <= 0.2079703
    PC25 > -0.2304425
    PC83 > 0.4352802
    ->  class 2\|4  [0.918]

Rule 55/271: (10.1, lift 21.0)
    PC1 > -0.3062993
    PC2 <= 2.5099
    PC8 <= -4.446409
    PC62 > 0.7784727
    PC83 <= 0.4352802
    ->  class 2\|4  [0.917]

Rule 55/272: (54.1/3.7, lift 21.0)
    PC1 <= -0.3062993
    PC8 <= -2.289896
    PC45 <= -0.2276134
    PC71 > -0.3714299
    PC76 > -1.077282
    PC79 > -0.4913865
    PC84 > -0.3270488
    PC85 <= 0.7304359
    PC93 <= 0.4516766
    ->  class 2\|4  [0.916]

Rule 55/273: (47.9/3.8, lift 20.7)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 > -2.289896
    PC8 <= -0.2730613
    PC47 <= -0.779565
    PC58 <= 0.238139
    PC76 > -1.077282
    PC90 <= 0.2148222
    PC96 <= 0.2066549
    ->  class 2\|4  [0.904]

Rule 55/274: (109.6/10.4, lift 20.6)
    PC1 <= -0.3062993
    PC19 <= -4.218863
    ->  class 2\|4  [0.898]

Rule 55/275: (52/6.1, lift 19.9)
    PC1 <= -0.3062993
    PC8 <= -2.289896
    PC19 > 0.7321585
    PC23 > -0.4814422
    PC38 <= -0.4194544
    PC45 > -0.2276134
    PC58 <= -0.1454351
    PC71 > -0.3714299
    PC84 > -0.3270488
    PC93 <= 0.4516766
    PC96 <= 0.313805
    ->  class 2\|4  [0.868]

Rule 55/276: (20.8/2.6, lift 19.3)
    PC2 <= -8.403103
    PC8 <= -2.289896
    ->  class 2\|4  [0.841]

Rule 55/277: (26/3.9, lift 18.9)
    PC1 <= -0.3062993
    PC2 <= 2.5099
    PC8 <= -0.2730613
    PC36 > 1.237872
    ->  class 2\|4  [0.826]

Default class: 2\|3

-----  Trial 56:  -----

Rules:

Rule 56/1: (80.3/1.1, lift 15.1)
    PC9 <= -0.3399072
    PC13 <= 10.54825
    PC17 <= 5.149916
    PC18 > 3.699708
    PC30 > -0.2362545
    PC37 > -3.626826
    PC44 <= 0.3349312
    PC71 <= 0.669768
    PC74 > -0.2277975
    ->  class 0\|0  [0.974]

Rule 56/2: (34/1.9, lift 14.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= -0.3535447
    PC18 <= 0.7466545
    PC46 <= -1.308755
    ->  class 0\|0  [0.920]

Rule 56/3: (198.6/15.5, lift 14.2)
    PC1 > -0.5388431
    PC9 > -0.3399072
    PC18 > 0.7466545
    PC24 > 0.4785213
    ->  class 0\|0  [0.918]

Rule 56/4: (2173.3/1016, lift 8.3)
    PC2 > 2.5099
    PC9 > -0.3399072
    PC18 > 0.7466545
    ->  class 0\|0  [0.532]

Rule 56/5: (64.7, lift 12.0)
    PC9 <= -0.3399072
    PC14 > -4.033647
    PC18 > 3.699708
    PC74 <= -0.2277975
    ->  class 0\|1  [0.985]

Rule 56/6: (64.6, lift 12.0)
    PC4 <= -8.075097
    PC9 > -0.3399072
    PC14 > -1.084544
    PC18 > 0.7466545
    PC52 <= -0.1817447
    ->  class 0\|1  [0.985]

Rule 56/7: (74.1/0.1, lift 12.0)
    PC9 > -0.3399072
    PC18 > 2.688645
    PC26 > 0.6397903
    PC70 > -0.819043
    ->  class 0\|1  [0.985]

Rule 56/8: (66.5, lift 12.0)
    PC7 <= -0.8794407
    PC18 > 2.688645
    PC53 > -1.556006
    PC68 > -0.5809322
    PC79 > 0.03697531
    ->  class 0\|1  [0.984]

Rule 56/9: (58.5, lift 12.0)
    PC9 <= -0.3399072
    PC18 > 0.7466545
    PC30 > 4.755065
    PC37 > -3.626826
    ->  class 0\|1  [0.983]

Rule 56/10: (76.6/0.6, lift 12.0)
    PC2 > 2.5099
    PC7 <= -0.8794407
    PC18 > 2.688645
    PC53 > -1.556006
    PC68 > -0.5809322
    PC97 > 0.1369247
    ->  class 0\|1  [0.979]

Rule 56/11: (42.8, lift 11.9)
    PC7 <= -0.8794407
    PC14 > -1.084544
    PC18 > 2.688645
    PC38 <= -0.6824805
    PC68 > -0.5809322
    ->  class 0\|1  [0.978]

Rule 56/12: (66/0.8, lift 11.9)
    PC9 > -0.3399072
    PC13 > 0.3768614
    PC18 > 2.688645
    PC57 > -0.5674124
    ->  class 0\|1  [0.974]

Rule 56/13: (81.5/1.4, lift 11.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 > -0.3535447
    PC18 <= 0.7466545
    PC20 > -3.440173
    PC46 <= -1.308755
    PC53 <= 0.5008553
    ->  class 0\|1  [0.972]

Rule 56/14: (34.7, lift 11.9)
    PC4 <= -8.075097
    PC7 > -0.8794407
    PC18 > 0.7466545
    PC90 > 0.55565
    ->  class 0\|1  [0.972]

Rule 56/15: (32.6, lift 11.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC8 <= 0.1314131
    PC12 <= 0.9428117
    PC18 > -0.8698823
    PC18 <= 0.7466545
    PC40 > -1.279901
    PC41 > 0.1635489
    ->  class 0\|1  [0.971]

Rule 56/16: (31.6, lift 11.8)
    PC4 <= -8.075097
    PC14 > -1.084544
    PC18 > 0.7466545
    PC26 <= 0.6397903
    PC35 > 0.4530027
    ->  class 0\|1  [0.970]

Rule 56/17: (27.3, lift 11.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC15 > 0.787059
    PC18 <= -0.8698823
    PC55 > 0.7570109
    PC78 <= 2.983765
    ->  class 0\|1  [0.966]

Rule 56/18: (94.5/2.3, lift 11.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC12 <= 0.9428117
    PC15 > -1.210525
    PC18 > -0.8698823
    PC18 <= 0.7466545
    PC32 > 0.4868494
    ->  class 0\|1  [0.966]

Rule 56/19: (26.1, lift 11.8)
    PC9 > -0.3399072
    PC18 > 2.688645
    PC56 > 1.207356
    ->  class 0\|1  [0.964]

Rule 56/20: (144.5/4.6, lift 11.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC11 <= 0.2325722
    PC12 <= 0.9428117
    PC18 > -0.8698823
    PC18 <= 0.7466545
    PC23 <= 1.092261
    PC27 <= 0.4436942
    PC39 > -1.410791
    PC39 <= 0.6846656
    PC40 > -0.5572135
    PC46 <= 0.4829978
    PC54 > -0.369269
    PC78 > -1.105856
    PC96 <= 1.474411
    PC100 <= 0.2253348
    ->  class 0\|1  [0.962]

Rule 56/21: (33.9/0.5, lift 11.7)
    PC9 <= -0.3399072
    PC13 <= 10.54825
    PC14 > -4.033647
    PC18 > 3.699708
    PC30 <= -0.2362545
    ->  class 0\|1  [0.959]

Rule 56/22: (30.2/0.4, lift 11.7)
    PC2 > 2.5099
    PC5 <= 1.598814
    PC9 <= -0.3399072
    PC18 > 0.7466545
    PC18 <= 3.699708
    PC37 > -3.626826
    PC66 <= -1.034817
    ->  class 0\|1  [0.956]

Rule 56/23: (49.2/1.3, lift 11.7)
    PC9 <= -0.3399072
    PC14 > -4.033647
    PC18 > 3.699708
    PC44 > 0.3349312
    ->  class 0\|1  [0.955]

Rule 56/24: (93.4/3.5, lift 11.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC8 > 0.1314131
    PC15 > -1.210525
    PC18 > -0.8698823
    PC18 <= 0.7466545
    PC40 > -1.279901
    PC46 > -1.308755
    ->  class 0\|1  [0.953]

Rule 56/25: (19.1, lift 11.6)
    PC2 > 2.5099
    PC7 <= -0.8794407
    PC18 > 0.7466545
    PC26 <= 0.6397903
    PC64 > 0.2742126
    PC79 <= 0.03697531
    ->  class 0\|1  [0.951]

Rule 56/26: (428.5/20.5, lift 11.6)
    PC2 > 2.5099
    PC6 <= 0.1895734
    PC8 <= 0.281482
    PC9 > -0.3399072
    PC14 > -1.084544
    PC18 > 0.7466545
    PC18 <= 2.688645
    PC24 <= 0.4785213
    PC25 > -1.274015
    PC42 <= 1.231999
    PC43 > -2.217216
    ->  class 0\|1  [0.950]

Rule 56/27: (17.3, lift 11.6)
    PC9 <= -0.3399072
    PC17 > 5.149916
    PC18 > 0.7466545
    PC74 > -0.2277975
    PC77 > -1.978147
    ->  class 0\|1  [0.948]

Rule 56/28: (51.9/1.9, lift 11.6)
    PC2 > 2.5099
    PC9 > -0.3399072
    PC18 > 0.7466545
    PC18 <= 2.688645
    PC27 <= -0.1065589
    PC42 > 1.231999
    PC98 <= 0.6747627
    ->  class 0\|1  [0.947]

Rule 56/29: (50.4/1.9, lift 11.5)
    PC2 > 2.5099
    PC7 > -0.8794407
    PC9 > -0.3399072
    PC13 <= 0.3768614
    PC14 > -1.084544
    PC18 > 0.7466545
    PC87 > 0.7819136
    ->  class 0\|1  [0.944]

Rule 56/30: (343.4/19.3, lift 11.5)
    PC1 <= -0.5388431
    PC2 > 2.5099
    PC8 <= 0.281482
    PC9 > -0.3399072
    PC13 <= 6.443044
    PC14 > -1.084544
    PC18 > 0.7466545
    PC18 <= 2.688645
    PC34 <= 2.777889
    PC42 <= 1.231999
    PC47 > -0.5711572
    ->  class 0\|1  [0.941]

Rule 56/31: (13.7, lift 11.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC5 <= 1.598814
    PC9 <= -0.3399072
    PC18 > 0.7466545
    PC18 <= 3.699708
    PC23 > 0.2348323
    ->  class 0\|1  [0.936]

Rule 56/32: (44.1/2, lift 11.4)
    PC9 <= -0.3399072
    PC18 > 3.699708
    PC37 > -3.626826
    PC71 > 0.669768
    ->  class 0\|1  [0.936]

Rule 56/33: (13.2, lift 11.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC12 <= 0.9428117
    PC18 > -0.8698823
    PC39 > 3.769618
    PC96 <= 1.474411
    ->  class 0\|1  [0.934]

Rule 56/34: (12.2, lift 11.3)
    PC2 > 2.5099
    PC18 > -0.8698823
    PC18 <= 0.7466545
    PC36 > 2.311666
    PC40 <= -1.279901
    ->  class 0\|1  [0.930]

Rule 56/35: (50.4/4.1, lift 11.0)
    PC2 > 2.5099
    PC18 <= 0.7466545
    PC46 > -1.308755
    PC78 > 2.983765
    PC79 > -0.2976363
    ->  class 0\|1  [0.903]

Rule 56/36: (8.1, lift 11.0)
    PC2 > 2.5099
    PC9 > -0.3399072
    PC18 > 0.7466545
    PC89 <= -1.9563
    ->  class 0\|1  [0.901]

Rule 56/37: (8.1, lift 11.0)
    PC2 > 6.646436
    PC7 > -0.8794407
    PC9 > -0.3399072
    PC13 > 0.3768614
    PC18 > 2.688645
    ->  class 0\|1  [0.901]

Rule 56/38: (9.5/0.2, lift 11.0)
    PC4 <= -7.82781
    PC18 <= 0.7466545
    PC94 > 0.9239887
    ->  class 0\|1  [0.900]

Rule 56/39: (6.6, lift 10.8)
    PC7 <= -0.8794407
    PC10 <= -4.33567
    PC14 > -1.084544
    PC18 > 2.688645
    PC53 > -1.556006
    ->  class 0\|1  [0.884]

Rule 56/40: (6.5, lift 10.8)
    PC9 > -0.3399072
    PC13 > 7.685694
    PC18 > 2.688645
    ->  class 0\|1  [0.883]

Rule 56/41: (10.9/0.5, lift 10.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 > -7.82781
    PC12 <= 2.273327
    PC18 > -1.032622
    PC18 <= -0.8698823
    PC32 > -1.699559
    PC44 > 0.6426864
    PC46 <= 0.8917565
    PC78 <= 2.983765
    PC88 > -2.068007
    ->  class 0\|1  [0.880]

Rule 56/42: (15.7/1.1, lift 10.7)
    PC7 > -0.8794407
    PC18 > 2.688645
    PC37 > -3.626826
    PC49 <= -1.807779
    PC56 <= 1.207356
    ->  class 0\|1  [0.879]

Rule 56/43: (8.4/0.7, lift 10.2)
    PC9 > 0.3554316
    PC18 > 2.688645
    PC58 <= -0.7764863
    ->  class 0\|1  [0.838]

Rule 56/44: (15.4/1.9, lift 10.1)
    PC2 > 2.5099
    PC15 <= 0.787059
    PC16 <= -0.5968707
    PC18 > -1.830459
    PC18 <= -0.8698823
    ->  class 0\|1  [0.831]

Rule 56/45: (22.9/3.2, lift 10.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC12 <= 0.9428117
    PC15 > -1.210525
    PC18 > -0.8698823
    PC18 <= 0.7466545
    PC40 > -1.279901
    PC46 > 0.4829978
    PC96 <= 1.474411
    ->  class 0\|1  [0.831]

Rule 56/46: (17.3/5.6, lift 8.0)
    PC4 > -8.075097
    PC7 > -0.8794407
    PC9 > -0.3399072
    PC9 <= 0.3554316
    PC18 > 2.688645
    PC40 <= -1.275773
    PC58 <= -0.7764863
    PC87 <= 0.7819136
    ->  class 0\|1  [0.656]

Rule 56/47: (18.6/8.7, lift 6.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 > 0.1706467
    PC18 > -0.8698823
    PC18 <= 0.7466545
    ->  class 0\|1  [0.528]

Rule 56/48: (127.8, lift 10.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 > -7.097243
    PC7 > -0.7461469
    PC12 <= 2.273327
    PC16 > -0.5968707
    PC18 > -1.830459
    PC18 <= 0.7466545
    PC38 <= 1.079081
    PC40 > -2.798079
    PC70 <= 0.8964675
    PC72 <= -0.1475957
    PC87 <= 0.1178906
    ->  class 0\|2  [0.992]

Rule 56/49: (106, lift 10.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC12 <= 0.9428117
    PC15 > -1.210525
    PC18 > -0.8698823
    PC18 <= 0.7466545
    PC36 <= 2.311666
    PC40 <= -1.279901
    PC43 <= 1.574691
    PC46 > -1.308755
    PC73 > -1.831343
    ->  class 0\|2  [0.991]

Rule 56/50: (94.7, lift 10.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC15 <= 0.787059
    PC18 > -1.830459
    PC18 <= -0.8698823
    PC32 > -1.699559
    PC38 <= 1.079081
    PC40 > -2.798079
    PC44 <= 0.6426864
    PC46 <= 0.8917565
    PC68 > -0.3966005
    PC80 > 0.2134809
    PC88 > -2.068007
    ->  class 0\|2  [0.990]

Rule 56/51: (84.1, lift 10.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 > -0.7461469
    PC15 <= 0.787059
    PC18 > -1.830459
    PC18 <= 0.7466545
    PC28 > -1.436036
    PC32 > -1.699559
    PC38 <= 1.079081
    PC44 <= 0.6426864
    PC46 <= -0.2850535
    PC88 > -2.068007
    ->  class 0\|2  [0.988]

Rule 56/52: (73.6, lift 10.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -1.830459
    PC18 <= -0.8698823
    PC32 > -1.699559
    PC38 <= 1.079081
    PC64 <= -1.115341
    PC80 <= 0.2134809
    PC88 > -2.068007
    ->  class 0\|2  [0.987]

Rule 56/53: (81.6, lift 10.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC12 <= 0.9428117
    PC18 > -0.8698823
    PC18 <= 0.7466545
    PC32 <= 0.4868494
    PC39 <= 3.769618
    PC40 > -1.279901
    PC41 <= 0.1635489
    PC46 <= 0.4829978
    PC96 <= 1.474411
    PC100 > 0.2253348
    ->  class 0\|2  [0.987]

Rule 56/54: (63.3, lift 10.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC12 <= 2.273327
    PC18 > -1.830459
    PC18 <= -0.8698823
    PC37 <= -0.9426016
    PC38 <= 1.079081
    PC40 > -2.798079
    PC46 <= 0.8917565
    PC87 <= 0.1178906
    PC88 > -2.068007
    ->  class 0\|2  [0.985]

Rule 56/55: (53.3, lift 9.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 > -0.7461469
    PC18 > -1.830459
    PC18 <= -0.8698823
    PC38 <= 1.079081
    PC46 <= 0.8917565
    PC85 > 0.8236281
    PC88 > -2.068007
    ->  class 0\|2  [0.982]

Rule 56/56: (64.9/0.3, lift 9.9)
    PC3 <= 1.640775
    PC12 <= 2.273327
    PC16 > -0.5968707
    PC18 > -1.830459
    PC18 <= -1.032622
    PC41 <= 0.3519818
    PC44 > 0.6426864
    PC46 <= 0.8917565
    PC78 <= 2.983765
    ->  class 0\|2  [0.981]

Rule 56/57: (54, lift 9.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 <= 0.1706467
    PC8 <= 0.1314131
    PC12 <= 0.9428117
    PC15 > -1.210525
    PC18 > -0.8698823
    PC18 <= 0.7466545
    PC32 <= 0.4868494
    PC39 <= 3.769618
    PC41 <= 0.1635489
    PC46 <= 0.4829978
    PC54 <= -0.369269
    ->  class 0\|2  [0.981]

Rule 56/58: (88/0.8, lift 9.9)
    PC2 > 2.5099
    PC18 > -1.830459
    PC18 <= -0.8698823
    PC32 > -1.699559
    PC38 <= 1.079081
    PC41 <= 0.3519818
    PC46 <= 0.8917565
    PC70 > 0.8964675
    PC88 > -2.068007
    ->  class 0\|2  [0.980]

Rule 56/59: (46.6, lift 9.9)
    PC4 <= -7.097243
    PC18 > -1.830459
    PC18 <= -0.8698823
    PC94 <= 0.8571846
    ->  class 0\|2  [0.979]

Rule 56/60: (97.8/1.1, lift 9.9)
    PC3 <= 1.640775
    PC9 <= 0.6651683
    PC15 > 0.787059
    PC18 <= -0.8698823
    PC31 <= 0.3634513
    PC55 <= 0.7570109
    PC78 <= 2.983765
    PC82 <= 13.00687
    PC92 <= 1.144037
    ->  class 0\|2  [0.979]

Rule 56/61: (42.1, lift 9.9)
    PC3 <= 1.640775
    PC12 <= 2.273327
    PC18 > -1.830459
    PC18 <= -0.8698823
    PC28 <= -1.436036
    PC38 <= 1.079081
    PC70 <= 0.8964675
    PC88 > -2.068007
    ->  class 0\|2  [0.977]

Rule 56/62: (36.8, lift 9.9)
    PC2 > 7.73352
    PC10 <= 1.202123
    PC18 <= -0.8698823
    PC40 > -2.798079
    ->  class 0\|2  [0.974]

Rule 56/63: (37.1, lift 9.9)
    PC3 <= 1.640775
    PC7 <= -0.7461469
    PC16 > -0.5968707
    PC18 <= -0.8698823
    PC32 > -1.699559
    PC44 <= 0.6426864
    PC88 > -2.068007
    ->  class 0\|2  [0.974]

Rule 56/64: (39.7, lift 9.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC8 <= 0.1314131
    PC12 <= 0.9428117
    PC18 > -0.8698823
    PC18 <= 0.7466545
    PC32 <= 0.4868494
    PC40 > -1.279901
    PC40 <= -0.5572135
    PC41 <= 0.1635489
    PC46 <= 0.4829978
    PC96 <= 1.474411
    ->  class 0\|2  [0.974]

Rule 56/65: (34.7, lift 9.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC8 <= 0.1314131
    PC15 > -1.210525
    PC18 > -0.8698823
    PC18 <= 0.7466545
    PC23 > 1.092261
    PC32 <= 0.4868494
    PC39 <= 0.6846656
    ->  class 0\|2  [0.973]

Rule 56/66: (66/0.9, lift 9.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC9 > 0.6749936
    PC18 <= -0.8698823
    PC46 > -1.308755
    ->  class 0\|2  [0.972]

Rule 56/67: (32.7, lift 9.8)
    PC4 <= -5.219715
    PC12 > 0.9428117
    PC18 > -0.8698823
    PC18 <= 0.7466545
    ->  class 0\|2  [0.971]

Rule 56/68: (183/4.5, lift 9.8)
    PC3 <= 1.640775
    PC5 > 1.598814
    PC9 <= -0.3399072
    PC18 > 0.7466545
    PC18 <= 3.699708
    PC30 <= 4.755065
    PC37 > -3.626826
    PC84 > -2.63774
    ->  class 0\|2  [0.971]

Rule 56/69: (34.5/0.2, lift 9.8)
    PC3 <= 1.640775
    PC16 > -0.5968707
    PC18 <= -0.8698823
    PC38 <= 1.079081
    PC43 <= -0.6222376
    PC44 <= 0.6426864
    PC46 <= 0.8917565
    PC48 > -0.4256711
    PC74 <= 0.3269454
    PC87 <= 0.1178906
    ->  class 0\|2  [0.968]

Rule 56/70: (42.2/0.4, lift 9.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 > -0.7461469
    PC12 <= 2.273327
    PC18 > -1.830459
    PC18 <= -0.8698823
    PC38 <= 1.079081
    PC70 <= 0.8964675
    PC74 > 0.3269454
    PC88 > -2.068007
    ->  class 0\|2  [0.968]

Rule 56/71: (47.7/0.6, lift 9.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC12 <= 2.273327
    PC18 > -1.830459
    PC18 <= -0.8698823
    PC38 <= 1.079081
    PC40 > -2.798079
    PC41 <= 0.3519818
    PC80 <= 0.2134809
    PC87 > 0.1178906
    PC88 > -2.068007
    ->  class 0\|2  [0.968]

Rule 56/72: (43.5/0.4, lift 9.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -0.8698823
    PC18 <= 0.7466545
    PC32 <= 0.4868494
    PC39 <= 3.769618
    PC40 > -0.5572135
    PC46 <= 0.4829978
    PC78 <= -1.105856
    ->  class 0\|2  [0.968]

Rule 56/73: (108/2.6, lift 9.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC12 > 0.9428117
    PC18 > -0.8698823
    PC18 <= 0.7466545
    PC38 <= 2.204804
    PC67 <= 0.1357262
    PC68 > -0.1126816
    ->  class 0\|2  [0.967]

Rule 56/74: (28, lift 9.8)
    PC2 > 2.5099
    PC9 > -0.3399072
    PC18 > 0.7466545
    PC18 <= 2.688645
    PC27 > -0.1065589
    PC42 > 1.231999
    ->  class 0\|2  [0.967]

Rule 56/75: (121.1/3.2, lift 9.8)
    PC4 <= -7.82781
    PC18 <= -0.8698823
    PC45 > -0.2820089
    PC94 <= 0.9239887
    ->  class 0\|2  [0.966]

Rule 56/76: (72.8/1.7, lift 9.7)
    PC3 <= 1.640775
    PC8 <= 0.04132327
    PC18 <= -1.830459
    PC25 <= -0.9022049
    PC39 > -0.9164563
    PC57 <= 1.419765
    PC78 <= 2.983765
    PC97 > -0.5422796
    PC98 > 0.7917779
    ->  class 0\|2  [0.963]

Rule 56/77: (25.3, lift 9.7)
    PC2 > 2.5099
    PC15 > 0.787059
    PC18 <= -0.8698823
    PC30 > -2.259276
    PC92 > 1.144037
    ->  class 0\|2  [0.963]

Rule 56/78: (26.5, lift 9.7)
    PC3 <= 1.640775
    PC10 <= 1.202123
    PC18 <= -0.8698823
    PC39 > -0.9164563
    PC40 > -2.798079
    PC51 > 1.038197
    PC97 > -0.5422796
    ->  class 0\|2  [0.962]

Rule 56/79: (19, lift 9.6)
    PC2 > 2.5099
    PC18 <= 0.7466545
    PC39 > -0.9164563
    PC57 <= 1.419765
    PC73 <= -2.457678
    PC78 <= 2.983765
    PC97 > -0.5422796
    ->  class 0\|2  [0.952]

Rule 56/80: (20.2, lift 9.6)
    PC3 <= 1.640775
    PC4 > -7.82781
    PC8 <= 0.04132327
    PC10 <= 1.202123
    PC18 <= -0.8698823
    PC38 > -0.3663746
    PC39 > -0.9164563
    PC78 <= 2.983765
    PC81 > 0.5815757
    PC97 > -0.5422796
    ->  class 0\|2  [0.952]

Rule 56/81: (121/5.2, lift 9.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC12 <= 0.9428117
    PC18 > -0.8698823
    PC18 <= 0.7466545
    PC27 > 0.4436942
    PC32 <= 0.4868494
    PC40 > -1.279901
    PC41 <= 0.1635489
    PC46 <= 0.4829978
    PC96 <= 1.474411
    ->  class 0\|2  [0.950]

Rule 56/82: (17.7, lift 9.6)
    PC3 <= 1.640775
    PC9 <= 0.6749936
    PC10 <= 1.202123
    PC15 <= 0.787059
    PC18 <= 0.7466545
    PC39 > -0.9164563
    PC57 <= 1.419765
    PC63 <= -1.189818
    PC78 > -1.048799
    PC78 <= 2.983765
    PC97 > -0.5422796
    ->  class 0\|2  [0.949]

Rule 56/83: (14.2, lift 9.5)
    PC2 > 2.5099
    PC14 <= -4.033647
    PC18 > 0.7466545
    PC84 > -2.63774
    ->  class 0\|2  [0.938]

Rule 56/84: (33.5/1.7, lift 9.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 > 0.05703223
    PC18 <= 0.7466545
    PC28 > -0.2438734
    PC91 <= -0.5300726
    PC97 > -0.5422796
    ->  class 0\|2  [0.924]

Rule 56/85: (20.9/0.8, lift 9.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 <= 0.7466545
    PC46 <= -1.308755
    PC53 > 0.5008553
    ->  class 0\|2  [0.922]

Rule 56/86: (120.8/8.7, lift 9.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC10 <= 1.202123
    PC18 <= -0.8698823
    PC38 > -0.3663746
    PC39 > -0.9164563
    PC90 > 0.3089733
    PC96 <= -0.04335828
    PC97 > -0.5422796
    PC98 <= 0.7917779
    ->  class 0\|2  [0.921]

Rule 56/87: (139.8/10.5, lift 9.3)
    PC9 <= -0.3399072
    PC18 > 1.44436
    PC18 <= 3.699708
    PC30 <= 4.755065
    PC37 > -3.626826
    PC66 > -1.034817
    PC84 > -2.63774
    ->  class 0\|2  [0.919]

Rule 56/88: (10.2, lift 9.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC10 <= 1.202123
    PC18 <= -0.8698823
    PC30 <= 1.187067
    PC32 > 2.253324
    PC78 <= 2.983765
    ->  class 0\|2  [0.918]

Rule 56/89: (10.1, lift 9.3)
    PC13 > -0.3535447
    PC19 <= 0.3461967
    PC20 <= -3.440173
    PC46 <= -1.308755
    PC53 <= 0.5008553
    ->  class 0\|2  [0.917]

Rule 56/90: (47/3.1, lift 9.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC9 <= 0.6749936
    PC18 <= -0.8698823
    PC32 <= -1.699559
    PC40 > -2.798079
    ->  class 0\|2  [0.916]

Rule 56/91: (9.7, lift 9.3)
    PC2 > 2.5099
    PC3 > -1.239871
    PC3 <= 1.640775
    PC12 > 0.9428117
    PC18 <= 0.7466545
    PC96 <= 1.474411
    ->  class 0\|2  [0.915]

Rule 56/92: (8.5, lift 9.2)
    PC2 > 2.5099
    PC9 > -0.3399072
    PC18 > 0.7466545
    PC42 > 1.231999
    PC98 > 0.6747627
    ->  class 0\|2  [0.905]

Rule 56/93: (23.7/1.5, lift 9.1)
    PC2 > 2.5099
    PC8 <= 0.1314131
    PC12 <= 0.9428117
    PC18 > -0.8698823
    PC18 <= 0.7466545
    PC32 <= 0.4868494
    PC39 <= -1.410791
    PC40 > -1.279901
    PC46 <= 0.4829978
    PC96 <= 1.474411
    ->  class 0\|2  [0.904]

Rule 56/94: (8.3, lift 9.1)
    PC9 > -0.3399072
    PC13 > 6.443044
    PC18 > 0.7466545
    PC18 <= 2.688645
    ->  class 0\|2  [0.903]

Rule 56/95: (116.7/10.9, lift 9.1)
    PC3 <= 1.640775
    PC4 > -7.82781
    PC8 > 0.04132327
    PC15 <= 0.787059
    PC18 <= -1.830459
    PC22 <= 1.843523
    PC30 > -0.3790969
    PC46 > -1.308755
    PC78 <= 1.550604
    PC79 <= 1.964593
    ->  class 0\|2  [0.899]

Rule 56/96: (38.6/3.4, lift 9.0)
    PC3 <= 1.640775
    PC18 <= -0.8698823
    PC46 > -1.308755
    PC52 > -0.6438452
    PC78 > 2.983765
    PC79 <= -0.2976363
    ->  class 0\|2  [0.891]

Rule 56/97: (10.6/0.6, lift 8.8)
    PC11 <= 0.3006447
    PC18 <= 0.7466545
    PC66 <= -5.28003
    PC82 <= 13.00687
    PC97 <= -0.5422796
    ->  class 0\|2  [0.870]

Rule 56/98: (102.1/12.9, lift 8.8)
    PC6 <= 0.1706467
    PC11 <= 0.2325722
    PC15 > -1.210525
    PC18 > -0.8698823
    PC18 <= 0.7466545
    PC32 <= 0.4868494
    PC39 > 0.6846656
    PC39 <= 3.769618
    PC46 <= 0.4829978
    ->  class 0\|2  [0.866]

Rule 56/99: (17.7/2.1, lift 8.5)
    PC8 <= 0.04132327
    PC10 <= 1.202123
    PC18 <= -1.830459
    PC30 > 1.187067
    PC57 <= 1.419765
    PC97 > -0.5422796
    ->  class 0\|2  [0.843]

Rule 56/100: (30.4/4.5, lift 8.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC11 > 0.3006447
    PC40 > -2.798079
    PC78 <= 2.983765
    ->  class 0\|2  [0.831]

Rule 56/101: (41.6/8.1, lift 8.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 > -7.82781
    PC8 > 0.1142038
    PC15 <= 0.787059
    PC16 > -0.5968707
    PC18 <= 0.7466545
    PC43 > -0.6222376
    PC44 <= 0.6426864
    PC77 > -0.09728441
    ->  class 0\|2  [0.791]

Rule 56/102: (53.1/11.3, lift 7.9)
    PC2 > 2.5099
    PC8 <= 0.04132327
    PC10 <= 1.202123
    PC18 <= 0.7466545
    PC38 > -0.3663746
    PC38 <= -0.3057963
    PC97 > -0.5422796
    ->  class 0\|2  [0.777]

Rule 56/103: (49.7/14.8, lift 7.0)
    PC8 <= 0.04132327
    PC18 <= -1.830459
    PC57 > 1.419765
    PC78 <= 2.983765
    PC97 > -0.5422796
    ->  class 0\|2  [0.695]

Rule 56/104: (16.3/5.2, lift 6.7)
    PC9 <= -0.3399072
    PC13 > 10.54825
    PC18 > 3.699708
    PC74 > -0.2277975
    ->  class 0\|2  [0.660]

Rule 56/105: (82.6, lift 10.0)
    PC2 <= 7.73352
    PC4 > -7.82781
    PC8 <= 0.04132327
    PC15 <= 0.787059
    PC18 <= -1.830459
    PC30 <= 1.187067
    PC38 <= -0.3663746
    PC73 > -2.457678
    PC97 > -0.5422796
    PC98 <= 0.7917779
    ->  class 0\|3  [0.988]

Rule 56/106: (49.4/0.2, lift 9.9)
    PC2 > 2.5099
    PC15 > -1.210525
    PC18 <= 0.7466545
    PC38 > 2.204804
    PC46 > -1.308755
    ->  class 0\|3  [0.976]

Rule 56/107: (31.9, lift 9.9)
    PC2 > 2.5099
    PC18 > 0.7466545
    PC84 <= -2.63774
    ->  class 0\|3  [0.970]

Rule 56/108: (24.5/0.5, lift 9.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC5 <= 1.598814
    PC9 <= -0.3399072
    PC18 > 0.7466545
    PC18 <= 1.44436
    PC23 <= 0.2348323
    PC66 > -1.034817
    ->  class 0\|3  [0.942]

Rule 56/109: (8.7, lift 9.2)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC32 <= 1.178657
    PC34 <= -1.096853
    ->  class 0\|3  [0.906]

Rule 56/110: (48.3/4.5, lift 9.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC12 > 0.9428117
    PC18 <= 0.7466545
    PC67 > 0.1357262
    PC96 <= 1.474411
    ->  class 0\|3  [0.892]

Rule 56/111: (21.6/6.4, lift 7.0)
    PC2 > 2.5099
    PC18 > 0.7466545
    PC37 <= -3.626826
    ->  class 0\|3  [0.687]

Rule 56/112: (4065.5/2190.3, lift 4.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 <= 0.7466545
    ->  class 0\|3  [0.461]

Rule 56/113: (67.8, lift 22.5)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 <= 0.7970304
    PC9 > 0.005734538
    PC16 <= 0.157748
    PC19 > -1.677214
    PC67 <= -0.1808982
    ->  class 1\|0  [0.986]

Rule 56/114: (60.4, lift 22.5)
    PC2 > 2.5099
    PC3 > 1.640775
    PC8 > -3.622398
    PC16 <= -0.8879908
    PC44 <= -0.1987325
    PC65 > -0.1389549
    PC86 <= 0.5985463
    ->  class 1\|0  [0.984]

Rule 56/115: (83.8/0.4, lift 22.5)
    PC2 > 2.5099
    PC3 > 1.640775
    PC15 > 0.1387699
    PC30 <= -0.1461621
    PC65 > -0.1389549
    PC94 <= 0.03857326
    ->  class 1\|0  [0.983]

Rule 56/116: (55.1, lift 22.4)
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC41 <= 0.4214479
    PC46 > 0.9321272
    PC47 > -0.295758
    PC65 > -0.1389549
    PC86 <= 0.5985463
    ->  class 1\|0  [0.982]

Rule 56/117: (55.8, lift 22.4)
    PC2 > 2.5099
    PC3 > 1.640775
    PC8 > -3.622398
    PC15 > 0.1387699
    PC29 > 0.1593131
    PC39 > -0.08702994
    PC47 > -0.295758
    PC65 > -0.1389549
    PC94 <= 0.03857326
    ->  class 1\|0  [0.982]

Rule 56/118: (85.4/0.7, lift 22.4)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC6 <= -1.771849
    PC8 > -3.691019
    PC18 <= 0.2394166
    PC30 <= 0.1474954
    PC53 > -1.75255
    PC57 > -0.6109267
    PC71 > -0.6739998
    ->  class 1\|0  [0.980]

Rule 56/119: (44.6, lift 22.3)
    PC2 > 2.5099
    PC3 > 1.640775
    PC8 > -3.622398
    PC40 > -1.069029
    PC47 > -0.295758
    PC93 <= -0.3498996
    PC94 <= 0.03857326
    ->  class 1\|0  [0.979]

Rule 56/120: (28.5, lift 22.0)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC5 > -0.5831417
    PC18 > 0.2394166
    PC38 > -0.03375482
    ->  class 1\|0  [0.966]

Rule 56/121: (84.9/2.1, lift 22.0)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC8 > -3.691019
    PC18 <= 0.2394166
    PC34 <= -1.096853
    PC45 <= 0.3584128
    PC63 > -0.6679831
    PC68 > -2.296012
    PC91 > -0.520488
    ->  class 1\|0  [0.964]

Rule 56/122: (39.4/1.6, lift 21.4)
    PC3 > 1.640775
    PC8 > -3.622398
    PC39 > -0.08702994
    PC40 <= -1.069029
    PC47 > -0.295758
    PC65 > -0.1389549
    ->  class 1\|0  [0.937]

Rule 56/123: (12.4, lift 21.3)
    PC2 > 2.5099
    PC3 > 1.640775
    PC39 > -0.08702994
    PC41 > 0.4214479
    PC47 > -0.295758
    PC65 > -0.1389549
    ->  class 1\|0  [0.931]

Rule 56/124: (54.8/3.5, lift 21.0)
    PC2 > 2.5099
    PC3 > 1.640775
    PC8 > -3.622398
    PC26 <= -0.002300807
    PC32 > 0.8635185
    PC39 > -0.08702994
    ->  class 1\|0  [0.921]

Rule 56/125: (67.5/7.4, lift 20.1)
    PC1 > -0.430681
    PC8 <= 1.67632
    PC9 > 0.005734538
    PC16 <= 0.157748
    PC18 <= 0.2394166
    PC21 > 0.5701441
    ->  class 1\|0  [0.879]

Rule 56/126: (5, lift 19.6)
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC30 > 0.6928266
    PC39 > -0.08702994
    PC47 > -0.295758
    PC65 > -0.1389549
    ->  class 1\|0  [0.858]

Rule 56/127: (638.1/238.1, lift 14.3)
    PC1 > -0.430681
    PC12 > 2.673064
    PC96 <= 0.8500094
    ->  class 1\|0  [0.626]

Rule 56/128: (142, lift 15.9)
    PC2 > 2.5099
    PC3 > 1.640775
    PC15 > 0.1387699
    PC26 > -0.002300807
    PC30 > -0.1461621
    PC39 > -0.08702994
    PC41 <= 0.4214479
    PC44 > -0.1987325
    PC46 <= 0.9321272
    PC47 > -0.295758
    ->  class 1\|1  [0.993]

Rule 56/129: (100.9, lift 15.9)
    PC6 > 7.447846
    PC12 > 2.673064
    PC46 <= 2.568
    ->  class 1\|1  [0.990]

Rule 56/130: (88.4, lift 15.8)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC86 > 0.5985463
    ->  class 1\|1  [0.989]

Rule 56/131: (71.2, lift 15.8)
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC30 > -0.1461621
    PC39 <= -0.08702994
    PC44 > -0.1987325
    ->  class 1\|1  [0.986]

Rule 56/132: (134/1, lift 15.8)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 <= 0.7970304
    PC6 > -1.771849
    PC8 <= 1.67632
    PC9 > 0.005734538
    PC12 <= 2.673064
    PC19 > -1.677214
    PC21 <= 0.5701441
    PC34 > -1.096853
    PC67 > -0.1808982
    PC94 > -0.1832531
    ->  class 1\|1  [0.985]

Rule 56/133: (57.7, lift 15.7)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC47 <= -0.295758
    ->  class 1\|1  [0.983]

Rule 56/134: (146.5/1.6, lift 15.7)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC65 <= -0.1389549
    ->  class 1\|1  [0.982]

Rule 56/135: (44.6, lift 15.7)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC44 > -0.1987325
    PC94 > 0.03857326
    ->  class 1\|1  [0.979]

Rule 56/136: (41.4, lift 15.6)
    PC2 > 2.5099
    PC8 <= -3.622398
    PC16 <= -0.8879908
    ->  class 1\|1  [0.977]

Rule 56/137: (104.6/1.8, lift 15.6)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC6 <= -1.771849
    PC8 > -3.691019
    PC12 <= 2.673064
    PC24 > -2.279944
    PC30 > 0.1474954
    PC53 > -1.75255
    PC71 > -0.6739998
    ->  class 1\|1  [0.974]

Rule 56/138: (37.8/0.6, lift 15.4)
    PC1 > -0.430681
    PC12 > 2.673064
    PC53 > -1.392838
    PC88 > 0.05749534
    PC96 <= 0.8500094
    ->  class 1\|1  [0.960]

Rule 56/139: (71.8/2.1, lift 15.3)
    PC6 > 4.420737
    PC6 <= 7.447846
    PC8 <= 0.9544607
    PC12 > 2.673064
    PC19 <= 1.935182
    PC62 > -0.1267689
    ->  class 1\|1  [0.957]

Rule 56/140: (24.5/0.2, lift 15.3)
    PC2 <= 2.5099
    PC4 <= -2.37048
    PC66 <= -0.3283635
    ->  class 1\|1  [0.956]

Rule 56/141: (61.6/1.8, lift 15.3)
    PC2 > 1.363421
    PC2 <= 2.5099
    PC8 <= 3.504808
    PC18 <= 0.2394166
    PC45 > -14.63849
    PC45 <= -0.488315
    ->  class 1\|1  [0.956]

Rule 56/142: (118.7/4.6, lift 15.3)
    PC2 > 2.5099
    PC3 > 1.640775
    PC15 > 0.1387699
    PC16 > -0.8879908
    PC22 > -2.091307
    PC53 <= 1.129563
    PC63 > -1.577697
    PC75 <= 0.5502223
    PC83 > -0.5257682
    ->  class 1\|1  [0.954]

Rule 56/143: (22.2/0.5, lift 15.0)
    PC2 <= 2.5099
    PC6 > -1.771849
    PC8 > -3.691019
    PC18 <= 0.2394166
    PC32 > 1.178657
    PC34 <= -1.096853
    PC63 <= -0.6679831
    ->  class 1\|1  [0.936]

Rule 56/144: (186.6/12.4, lift 14.9)
    PC3 > 1.640775
    PC15 > 0.1387699
    PC29 <= 0.1593131
    PC30 > -0.1461621
    PC30 <= 0.6928266
    PC32 <= 0.8635185
    PC40 > -1.069029
    PC41 <= 0.4214479
    PC44 > -0.1987325
    PC46 <= 0.9321272
    PC93 > -0.3498996
    ->  class 1\|1  [0.929]

Rule 56/145: (32/1.7, lift 14.7)
    PC1 > -0.430681
    PC6 <= -1.771849
    PC8 > -3.691019
    PC18 <= 0.2394166
    PC24 > -2.279944
    PC53 > -1.75255
    PC57 <= -0.6109267
    PC71 > -0.6739998
    ->  class 1\|1  [0.920]

Rule 56/146: (38.9/3.3, lift 14.3)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC9 > -0.2796527
    PC12 <= -0.03461245
    PC18 > 0.2394166
    PC60 <= 0.7526923
    ->  class 1\|1  [0.895]

Rule 56/147: (44.8/4.2, lift 14.2)
    PC1 > -0.430681
    PC12 > 2.673064
    PC46 <= -2.868862
    ->  class 1\|1  [0.888]

Rule 56/148: (6.9, lift 14.2)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC8 > -3.691019
    PC62 > 2.082631
    ->  class 1\|1  [0.887]

Rule 56/149: (6.9, lift 14.2)
    PC1 > -0.430681
    PC12 > 2.673064
    PC21 <= -1.379812
    ->  class 1\|1  [0.887]

Rule 56/150: (6.3, lift 14.1)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC34 <= -1.096853
    PC45 > 0.3584128
    ->  class 1\|1  [0.879]

Rule 56/151: (42.8/4.5, lift 14.0)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC5 > -0.5831417
    PC18 > 0.2394166
    PC18 <= 1.451876
    PC38 <= -0.03375482
    ->  class 1\|1  [0.877]

Rule 56/152: (21.9/5.5, lift 11.7)
    PC2 > 2.5099
    PC3 > 1.640775
    PC15 <= 0.1387699
    PC25 > 0.1401676
    ->  class 1\|1  [0.728]

Rule 56/153: (12.8/3.8, lift 10.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.5530638
    PC8 <= 1.133566
    PC37 > 1.185706
    ->  class 1\|1  [0.678]

Rule 56/154: (101.7/51.4, lift 7.9)
    PC3 > 0.7970304
    PC8 > -3.691019
    PC18 <= 0.2394166
    PC46 <= 1.492033
    PC48 > 0.6985834
    ->  class 1\|1  [0.495]

Rule 56/155: (77.2/0.4, lift 16.1)
    PC2 > 2.5099
    PC3 > 1.640775
    PC12 <= -0.314232
    PC15 <= 0.1387699
    ->  class 1\|2  [0.983]

Rule 56/156: (20.4, lift 15.7)
    PC6 > -1.771849
    PC16 > 8.564738
    PC45 > -0.488315
    ->  class 1\|2  [0.955]

Rule 56/157: (24.3/0.2, lift 15.7)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > -0.8879908
    PC53 > 1.129563
    ->  class 1\|2  [0.955]

Rule 56/158: (178.1/7.3, lift 15.6)
    PC1 > -0.430681
    PC3 <= 0.7970304
    PC6 > -1.771849
    PC18 <= 0.2394166
    PC19 <= -1.677214
    PC20 > -0.1762144
    PC29 > -0.05897523
    PC79 <= 0.5068917
    ->  class 1\|2  [0.954]

Rule 56/159: (19.4, lift 15.6)
    PC2 > 2.5099
    PC3 > 1.640775
    PC15 > 0.1387699
    PC16 > -0.8879908
    PC83 <= -0.5257682
    ->  class 1\|2  [0.953]

Rule 56/160: (20, lift 15.6)
    PC2 > 2.5099
    PC3 > 1.640775
    PC15 <= 0.1387699
    PC25 <= 0.1401676
    PC40 > 0.4286522
    ->  class 1\|2  [0.952]

Rule 56/161: (16, lift 15.5)
    PC3 > 1.640775
    PC15 > 0.1387699
    PC16 > -0.8879908
    PC22 <= -2.091307
    ->  class 1\|2  [0.944]

Rule 56/162: (158.2/9.7, lift 15.3)
    PC2 > 2.5099
    PC3 > 1.640775
    PC15 <= 0.1387699
    PC25 <= 0.1401676
    PC38 <= 0.162148
    ->  class 1\|2  [0.933]

Rule 56/163: (12.6, lift 15.3)
    PC2 > 2.5099
    PC3 > 1.640775
    PC15 <= 0.1387699
    PC43 <= -1.218254
    ->  class 1\|2  [0.932]

Rule 56/164: (10.9, lift 15.1)
    PC2 > 2.5099
    PC3 > 1.640775
    PC15 > 0.1387699
    PC16 > -0.8879908
    PC63 <= -1.577697
    ->  class 1\|2  [0.923]

Rule 56/165: (9.1, lift 14.9)
    PC2 > 2.5099
    PC3 > 1.640775
    PC15 > 0.1387699
    PC16 > -0.8879908
    PC75 > 0.5502223
    ->  class 1\|2  [0.910]

Rule 56/166: (34.9/2.4, lift 14.9)
    PC1 > -0.430681
    PC8 <= -3.691019
    PC19 <= -1.607163
    ->  class 1\|2  [0.909]

Rule 56/167: (8.1, lift 14.8)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 <= 0.7970304
    PC12 <= 2.673064
    PC16 <= 0.157748
    PC18 <= 0.2394166
    PC21 <= 0.5701441
    PC88 <= 0.2254738
    PC94 <= -0.1832531
    ->  class 1\|2  [0.901]

Rule 56/168: (36.1/10, lift 11.7)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC8 > -3.691019
    PC18 <= 0.2394166
    PC34 <= -1.096853
    PC68 <= -2.296012
    ->  class 1\|2  [0.711]

Rule 56/169: (1451.6/743.4, lift 8.0)
    PC2 <= 2.5099
    PC3 > 0.7970304
    PC6 > -1.771849
    PC12 <= 2.673064
    PC18 <= 0.2394166
    PC34 > -1.096853
    ->  class 1\|2  [0.488]

Rule 56/170: (68.2, lift 15.2)
    PC2 <= 2.5099
    PC3 > 0.7970304
    PC11 > -1.715926
    PC22 > -0.2595387
    PC46 <= 1.492033
    PC66 > -0.3283635
    PC73 <= -0.4299345
    PC78 > -0.3472794
    ->  class 1\|3  [0.986]

Rule 56/171: (62.6, lift 15.2)
    PC2 <= 2.5099
    PC3 > 0.7970304
    PC11 > -1.715926
    PC18 <= 0.2394166
    PC22 > -0.2595387
    PC66 > -0.3283635
    PC73 <= -0.4299345
    PC100 <= -0.009884551
    ->  class 1\|3  [0.985]

Rule 56/172: (55.6, lift 15.1)
    PC2 <= 2.5099
    PC3 > 0.7970304
    PC11 > -1.715926
    PC45 > -0.488315
    PC68 <= 0.4048185
    PC90 <= -0.8321912
    ->  class 1\|3  [0.983]

Rule 56/173: (93.7/1.6, lift 15.0)
    PC2 <= 2.5099
    PC3 > 0.7970304
    PC11 > -1.715926
    PC22 > -0.2595387
    PC46 <= 1.492033
    PC66 > -0.3283635
    PC73 <= -0.4299345
    PC87 <= -0.06504271
    ->  class 1\|3  [0.973]

Rule 56/174: (226.8/5.3, lift 15.0)
    PC3 > 0.7970304
    PC4 > -1.636041
    PC6 > -1.771849
    PC8 <= 3.504808
    PC14 > -0.7079821
    PC45 > -0.488315
    PC46 <= 1.492033
    PC48 <= 0.6985834
    PC52 <= 0.04025808
    PC66 > -0.3283635
    PC68 <= 0.4048185
    ->  class 1\|3  [0.972]

Rule 56/175: (77.7/2, lift 14.8)
    PC2 > 2.5099
    PC3 > 1.640775
    PC12 > -0.314232
    PC25 <= 0.1401676
    PC38 > 0.162148
    PC40 <= 0.4286522
    PC43 > -1.218254
    ->  class 1\|3  [0.963]

Rule 56/176: (352/12.8, lift 14.8)
    PC2 <= 2.5099
    PC3 > 0.7970304
    PC4 > -1.636041
    PC6 > -1.771849
    PC8 <= 3.504808
    PC14 > -0.7079821
    PC18 <= 0.2394166
    PC21 > -1.599405
    PC24 <= 2.195375
    PC45 > -0.488315
    PC46 <= 1.492033
    PC48 <= 0.6985834
    PC57 > -0.01634588
    PC66 > -0.3283635
    PC68 <= 0.4048185
    PC77 > -0.2333818
    ->  class 1\|3  [0.961]

Rule 56/177: (434.3/18.2, lift 14.7)
    PC2 <= 2.5099
    PC3 > 0.7970304
    PC4 > -1.636041
    PC6 > -1.771849
    PC8 <= 3.504808
    PC14 > -0.7079821
    PC16 <= 8.564738
    PC21 > -1.599405
    PC24 <= 2.195375
    PC45 > -0.488315
    PC46 <= 1.492033
    PC47 <= 0.5301671
    PC48 <= 0.6985834
    PC66 > -0.3283635
    PC68 <= 0.4048185
    PC77 > -0.2333818
    ->  class 1\|3  [0.956]

Rule 56/178: (19.2, lift 14.7)
    PC1 > -0.430681
    PC11 > -1.715926
    PC12 <= 2.673064
    PC23 > 2.756399
    PC73 <= -0.4299345
    ->  class 1\|3  [0.953]

Rule 56/179: (58.7/2.4, lift 14.5)
    PC3 > 0.7970304
    PC9 <= -2.996349
    PC45 > -0.488315
    ->  class 1\|3  [0.945]

Rule 56/180: (67.3/2.9, lift 14.5)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC8 > -3.691019
    PC11 > -1.715926
    PC18 <= 0.2394166
    PC22 > -0.2595387
    PC28 <= -0.2330036
    PC46 <= 1.492033
    PC66 > -0.3283635
    PC73 <= -0.4299345
    ->  class 1\|3  [0.944]

Rule 56/181: (10.3, lift 14.1)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 <= 0.7970304
    PC8 > -3.691019
    PC34 > -1.096853
    PC79 > 0.5068917
    ->  class 1\|3  [0.919]

Rule 56/182: (10.1, lift 14.1)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 <= 0.7970304
    PC6 > -1.771849
    PC9 > 0.005734538
    PC16 > 0.157748
    PC18 <= 0.2394166
    PC19 > -1.677214
    PC34 > -1.096853
    ->  class 1\|3  [0.918]

Rule 56/183: (17.8/0.6, lift 14.1)
    PC1 > -0.430681
    PC6 > -1.771849
    PC8 > -3.691019
    PC8 <= 3.504808
    PC34 <= -0.7337384
    PC46 > 1.492033
    PC66 > -0.3283635
    ->  class 1\|3  [0.918]

Rule 56/184: (9.9, lift 14.1)
    PC2 <= 2.5099
    PC3 > 0.7970304
    PC7 > 3.625223
    PC18 <= 0.2394166
    ->  class 1\|3  [0.916]

Rule 56/185: (7.4, lift 13.8)
    PC1 > -0.430681
    PC66 > -0.3840364
    PC66 <= -0.3833434
    ->  class 1\|3  [0.893]

Rule 56/186: (7.2, lift 13.7)
    PC2 <= 2.5099
    PC45 <= -14.63849
    ->  class 1\|3  [0.891]

Rule 56/187: (53.1/10.3, lift 12.2)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC6 <= -1.771849
    PC24 <= -2.279944
    ->  class 1\|3  [0.795]

Rule 56/188: (27.6/5.7, lift 11.9)
    PC1 > -0.430681
    PC3 <= 0.7970304
    PC6 > -1.771849
    PC8 > -3.691019
    PC19 <= -1.677214
    PC20 > -0.1762144
    PC29 <= -0.05897523
    ->  class 1\|3  [0.774]

Rule 56/189: (121.2, lift 13.9)
    PC8 > 1.133566
    PC9 <= 4.312541
    PC11 > -0.7143264
    PC21 > 1.624172
    PC46 <= 1.480478
    PC60 > 0.1339774
    PC96 > -0.3250072
    ->  class 2\|0  [0.992]

Rule 56/190: (106.8, lift 13.9)
    PC2 <= 2.5099
    PC5 <= 1.720417
    PC8 > 1.133566
    PC9 <= 4.312541
    PC11 > -0.7143264
    PC28 <= 0.1387225
    PC46 <= 1.480478
    PC64 <= -0.6970733
    PC72 <= 0.7975831
    PC96 > -0.3250072
    PC99 > -1.937239
    ->  class 2\|0  [0.991]

Rule 56/191: (59.2, lift 13.8)
    PC8 > 1.133566
    PC9 <= 4.312541
    PC11 > -0.7143264
    PC20 <= 0.1084642
    PC31 > 1.075684
    PC46 <= 1.480478
    PC60 > -0.6551447
    PC72 <= 0.7975831
    PC99 > -1.937239
    ->  class 2\|0  [0.984]

Rule 56/192: (55.6/0.8, lift 13.6)
    PC1 > -0.430681
    PC6 <= -1.771849
    PC8 > -3.691019
    PC44 > 0.8094363
    PC53 <= -1.75255
    PC71 > -0.7803868
    ->  class 2\|0  [0.970]

Rule 56/193: (10.4, lift 12.9)
    PC1 <= -0.430681
    PC8 > -0.5530638
    PC8 <= 1.133566
    PC19 <= -0.654503
    PC22 > -0.8826448
    PC63 > -0.3072663
    PC98 > 0.6355718
    ->  class 2\|0  [0.919]

Rule 56/194: (30.8/1.8, lift 12.8)
    PC1 <= -0.430681
    PC8 > 1.133566
    PC17 > 0.4888273
    PC20 <= 0.1084642
    PC97 <= 1.092535
    ->  class 2\|0  [0.915]

Rule 56/195: (84.2/7, lift 12.7)
    PC1 <= -0.430681
    PC8 > 5.900245
    PC20 <= 0.1084642
    ->  class 2\|0  [0.908]

Rule 56/196: (7.7, lift 12.6)
    PC1 > -0.430681
    PC3 <= 0.7970304
    PC6 > -1.771849
    PC8 > -3.691019
    PC19 <= -1.677214
    PC20 <= -0.1762144
    ->  class 2\|0  [0.897]

Rule 56/197: (8.7/1.2, lift 11.1)
    PC2 <= 2.5099
    PC8 > 1.133566
    PC11 > -0.7143264
    PC20 <= 0.1084642
    PC60 <= -0.6551447
    PC96 > -0.3250072
    PC96 <= -0.2108787
    ->  class 2\|0  [0.791]

Rule 56/198: (15.2/4.1, lift 9.8)
    PC1 <= -0.430681
    PC8 > 1.133566
    PC20 <= 0.1084642
    PC53 > 1.350025
    PC96 > -0.3250072
    PC99 > -1.937239
    ->  class 2\|0  [0.701]

Rule 56/199: (8.1/2.9, lift 8.7)
    PC1 <= -0.430681
    PC8 > 1.133566
    PC20 > 0.1084642
    PC65 > 0.7549822
    ->  class 2\|0  [0.618]

Rule 56/200: (1197/484.8, lift 8.3)
    PC1 <= -0.430681
    PC8 > 1.133566
    PC11 > -0.7143264
    PC20 <= 0.1084642
    PC60 > -0.6551447
    PC72 <= 0.7975831
    PC96 > -0.3250072
    PC99 > -1.937239
    ->  class 2\|0  [0.595]

Rule 56/201: (1031.4/449.2, lift 7.9)
    PC2 <= 2.5099
    PC5 <= -0.5831417
    PC12 > -0.03461245
    PC18 > 0.2394166
    PC23 > -0.4075667
    ->  class 2\|0  [0.564]

Rule 56/202: (309.2, lift 10.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 1.133566
    PC8 <= 4.150665
    PC19 > -2.000515
    PC20 <= 0.1084642
    PC31 <= 1.075684
    PC32 <= 0.9619102
    PC53 <= 0.9950042
    PC60 <= 0.1339774
    PC97 <= 1.092535
    ->  class 2\|1  [0.997]

Rule 56/203: (262.1/0.7, lift 10.5)
    PC1 <= -0.430681
    PC8 > 1.133566
    PC8 <= 5.900245
    PC17 <= 0.4888273
    PC20 <= 0.1084642
    PC53 <= 1.350025
    PC60 <= -0.6551447
    PC96 > -0.2108787
    ->  class 2\|1  [0.993]

Rule 56/204: (116.6, lift 10.4)
    PC8 > 1.133566
    PC12 <= -1.842187
    PC20 <= 0.1084642
    PC59 <= 0.3458907
    PC96 > -0.3250072
    ->  class 2\|1  [0.992]

Rule 56/205: (101.4, lift 10.4)
    PC1 <= -0.430681
    PC8 > 1.133566
    PC10 > -0.1255139
    PC28 > 0.1387225
    PC60 > -0.6551447
    ->  class 2\|1  [0.990]

Rule 56/206: (98.2, lift 10.4)
    PC1 <= -0.430681
    PC5 > 0.1923507
    PC8 > 1.133566
    PC20 <= 0.1084642
    PC46 > 1.480478
    PC72 <= 0.7975831
    PC97 <= 1.092535
    ->  class 2\|1  [0.990]

Rule 56/207: (80, lift 10.4)
    PC1 <= -0.430681
    PC8 > 2.304939
    PC12 <= 1.022297
    PC20 > 0.1084642
    PC40 > -1.402037
    ->  class 2\|1  [0.988]

Rule 56/208: (79.7, lift 10.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.5530638
    PC8 <= 1.133566
    PC19 > -0.654503
    PC22 > -0.8826448
    PC37 <= 1.185706
    PC39 > 0.3146409
    PC44 > -1.997401
    PC59 > -0.6592996
    PC66 <= 0.7529911
    PC69 <= -0.02295945
    ->  class 2\|1  [0.987]

Rule 56/209: (53.2, lift 10.3)
    PC1 <= -0.430681
    PC8 > 1.133566
    PC9 > 4.312541
    ->  class 2\|1  [0.982]

Rule 56/210: (49.3, lift 10.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.5530638
    PC8 <= 4.150665
    PC20 <= 0.1084642
    PC32 > 0.9619102
    PC70 <= -0.2030582
    ->  class 2\|1  [0.981]

Rule 56/211: (233.2/3.6, lift 10.3)
    PC1 <= -1.163722
    PC8 > 1.133566
    PC8 <= 4.150665
    PC19 > -2.000515
    PC20 <= 0.1084642
    PC21 <= 1.624172
    PC31 > -0.4382642
    PC31 <= 1.075684
    PC32 > -2.616977
    PC32 <= 0.9619102
    PC45 <= 0.4565136
    PC57 <= 0.9949872
    PC64 > -0.6970733
    PC72 <= 0.7975831
    PC82 <= 0.03487126
    PC94 > -0.7425895
    PC96 > -0.3250072
    ->  class 2\|1  [0.980]

Rule 56/212: (39.5, lift 10.3)
    PC1 <= -0.430681
    PC8 > 4.150665
    PC21 <= -0.0501677
    ->  class 2\|1  [0.976]

Rule 56/213: (35.9, lift 10.2)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC6 <= -1.771849
    PC8 > -3.691019
    PC44 > 0.8094363
    PC71 <= -0.7803868
    ->  class 2\|1  [0.974]

Rule 56/214: (32.9, lift 10.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.5530638
    PC8 <= 1.133566
    PC19 > -0.654503
    PC22 > -0.8826448
    PC24 <= 0.4929676
    PC32 > 0.771328
    PC37 <= 1.185706
    ->  class 2\|1  [0.971]

Rule 56/215: (72.9/1.3, lift 10.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.5530638
    PC8 <= 1.133566
    PC22 > -0.8826448
    PC37 <= 1.185706
    PC80 > 1.297174
    ->  class 2\|1  [0.970]

Rule 56/216: (249.9/7.3, lift 10.2)
    PC1 <= -0.430681
    PC8 > 1.133566
    PC11 <= -0.7143264
    PC20 <= 0.1084642
    PC72 <= 0.7975831
    PC96 > -0.3250072
    ->  class 2\|1  [0.967]

Rule 56/217: (27.5, lift 10.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC4 <= -0.4070493
    PC8 > -0.5530638
    PC8 <= 1.133566
    PC19 > -0.654503
    PC22 > -0.8826448
    ->  class 2\|1  [0.966]

Rule 56/218: (27.3, lift 10.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC4 <= -0.4850174
    PC8 <= 1.133566
    PC37 <= 1.185706
    ->  class 2\|1  [0.966]

Rule 56/219: (202.3/6.4, lift 10.1)
    PC1 <= -0.430681
    PC8 > 1.133566
    PC12 <= 1.022297
    PC20 > 0.1084642
    PC40 > -1.402037
    PC51 <= 0.3657723
    PC55 <= 0.4017723
    PC65 <= 0.7549822
    PC73 > -0.9408165
    PC81 > -0.4633513
    PC89 > -0.498718
    ->  class 2\|1  [0.964]

Rule 56/220: (21, lift 10.1)
    PC1 <= -0.430681
    PC8 > 1.133566
    PC20 > 0.1084642
    PC40 > -1.402037
    PC55 > 0.4017723
    PC88 > 0.2031477
    ->  class 2\|1  [0.957]

Rule 56/221: (38.5/0.8, lift 10.1)
    PC1 <= -0.430681
    PC5 > 1.720417
    PC8 > 1.133566
    ->  class 2\|1  [0.956]

Rule 56/222: (19.8, lift 10.0)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC5 <= -0.5831417
    PC8 > 0.1080783
    PC9 <= -0.2796527
    PC12 <= -0.03461245
    PC18 > 0.2394166
    ->  class 2\|1  [0.954]

Rule 56/223: (28/1.2, lift 9.8)
    PC1 <= -0.430681
    PC8 > 4.150665
    PC91 <= -0.2144246
    ->  class 2\|1  [0.928]

Rule 56/224: (29.5/1.3, lift 9.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.5530638
    PC8 <= 4.150665
    PC29 > 0.004281029
    PC32 > 0.9619102
    ->  class 2\|1  [0.927]

Rule 56/225: (52.9/3.5, lift 9.7)
    PC1 <= -0.430681
    PC8 > -0.5530638
    PC8 <= 1.133566
    PC19 <= -0.654503
    PC22 > -0.8826448
    PC49 <= 0.389219
    PC63 > -0.3072663
    PC88 <= 0.4816513
    PC98 <= 0.6355718
    ->  class 2\|1  [0.918]

Rule 56/226: (44.7/3, lift 9.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.5530638
    PC9 <= 4.312541
    PC11 > -0.7143264
    PC28 <= 0.1387225
    PC59 > 0.3458907
    PC60 > -0.6551447
    PC72 <= 0.7975831
    ->  class 2\|1  [0.913]

Rule 56/227: (9.5, lift 9.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 1.133566
    PC40 <= -1.402037
    PC62 > 0.4033738
    ->  class 2\|1  [0.913]

Rule 56/228: (23.1/1.2, lift 9.6)
    PC1 > -0.430681
    PC3 <= 0.7970304
    PC6 > -1.771849
    PC8 > 0.05853367
    PC9 <= 0.005734538
    PC18 <= 0.2394166
    PC19 > -1.677214
    ->  class 2\|1  [0.912]

Rule 56/229: (9.4, lift 9.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.5530638
    PC22 <= -0.8826448
    PC45 > 0.3833095
    ->  class 2\|1  [0.912]

Rule 56/230: (90.2/7.5, lift 9.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC14 <= 2.695498
    PC61 <= 0.2158901
    PC73 <= -1.404115
    ->  class 2\|1  [0.908]

Rule 56/231: (8, lift 9.5)
    PC8 <= -0.5530638
    PC14 > 2.695498
    PC100 > 3.380966
    ->  class 2\|1  [0.900]

Rule 56/232: (6.7, lift 9.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.5530638
    PC45 <= -1.020083
    ->  class 2\|1  [0.884]

Rule 56/233: (178.1/21.8, lift 9.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 0.5344445
    PC22 <= -0.8826448
    PC84 > 0.2733687
    ->  class 2\|1  [0.874]

Rule 56/234: (55/6.4, lift 9.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.5530638
    PC8 <= 1.133566
    PC32 > 1.080204
    PC37 <= 1.185706
    ->  class 2\|1  [0.871]

Rule 56/235: (7.5/0.3, lift 9.1)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.5530638
    PC8 <= 1.133566
    PC20 <= -0.09974828
    PC22 <= -0.8826448
    PC40 <= 0.8515924
    ->  class 2\|1  [0.863]

Rule 56/236: (171.5/23.8, lift 9.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.5530638
    PC19 > -0.654503
    PC22 > -0.8794802
    PC27 > 0.00821581
    PC32 <= 0.771328
    PC37 <= 1.185706
    PC44 <= 0.5747223
    PC56 <= 0.3431815
    ->  class 2\|1  [0.857]

Rule 56/237: (63.2/12.5, lift 8.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.5530638
    PC19 > -0.654503
    PC59 <= -0.6592996
    ->  class 2\|1  [0.793]

Rule 56/238: (28.4/5.6, lift 8.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.5530638
    PC8 <= 1.133566
    PC45 > 0.3671404
    PC59 > -0.6592996
    ->  class 2\|1  [0.782]

Rule 56/239: (50.1/19.1, lift 6.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC49 <= -2.565507
    ->  class 2\|1  [0.615]

Rule 56/240: (27.7/10.7, lift 6.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.5530638
    PC8 <= 1.133566
    PC22 <= -0.8826448
    PC40 <= 0.8515924
    PC65 <= -0.02728111
    PC67 <= 0.01111175
    PC84 <= 0.2733687
    ->  class 2\|1  [0.605]

Rule 56/241: (58.9/23.9, lift 6.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > 1.133566
    PC72 > 0.7975831
    ->  class 2\|1  [0.592]

Rule 56/242: (177.7/0.5, lift 11.1)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC4 > -0.4324302
    PC8 > -3.393956
    PC8 <= -0.5530638
    PC12 <= 5.207104
    PC46 > -0.2235873
    PC60 <= 0.3400252
    PC63 > 0.1578914
    PC87 <= 1.123386
    ->  class 2\|2  [0.992]

Rule 56/243: (136.9/0.6, lift 11.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC4 > -0.4324302
    PC8 > -3.393956
    PC8 <= -0.5530638
    PC11 > -3.105505
    PC12 <= 5.207104
    PC19 > -3.651395
    PC40 <= -0.693933
    PC60 <= 0.3400252
    ->  class 2\|2  [0.989]

Rule 56/244: (53.3, lift 11.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC4 > -0.4324302
    PC8 > -3.393956
    PC8 <= -0.5530638
    PC46 > -0.2235873
    PC60 <= 0.3400252
    PC84 <= -0.5682877
    PC98 <= 0.2687056
    ->  class 2\|2  [0.982]

Rule 56/245: (41.7, lift 10.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.5530638
    PC8 <= 1.133566
    PC22 <= -0.8826448
    PC32 <= 1.080204
    PC40 <= 0.8515924
    PC65 > -0.02728111
    PC67 <= 0.01111175
    ->  class 2\|2  [0.977]

Rule 56/246: (364/8.4, lift 10.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC4 > -0.4850174
    PC8 > -0.5530638
    PC8 <= 1.133566
    PC20 > -0.09974828
    PC22 <= -0.8826448
    PC32 <= 1.080204
    PC40 <= 0.8515924
    PC45 > -1.020083
    PC45 <= 0.3833095
    PC67 > 0.01111175
    PC84 <= 0.2733687
    ->  class 2\|2  [0.974]

Rule 56/247: (37.3, lift 10.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.5530638
    PC8 <= 1.133566
    PC18 > -0.4108541
    PC19 > -0.654503
    PC22 > -0.8826448
    PC24 > 0.4929676
    PC80 <= 1.297174
    ->  class 2\|2  [0.972]

Rule 56/248: (29.9, lift 10.8)
    PC8 > -3.393956
    PC8 <= -0.5530638
    PC37 <= 1.3249
    PC41 > 5.136146
    PC51 <= 0.8919192
    PC60 <= 0.3400252
    ->  class 2\|2  [0.969]

Rule 56/249: (89.8/1.9, lift 10.8)
    PC1 <= -0.430681
    PC8 > -3.393956
    PC11 > -3.105505
    PC19 > 3.164775
    PC40 > -0.693933
    PC46 > -0.2235873
    PC52 <= 0.2176888
    PC60 <= 0.3400252
    PC73 > -1.404115
    PC84 > -0.5682877
    ->  class 2\|2  [0.968]

Rule 56/250: (54.8/1, lift 10.8)
    PC1 <= -0.430681
    PC8 > 1.133566
    PC20 > 0.1084642
    PC40 <= -1.402037
    PC62 <= 0.4033738
    ->  class 2\|2  [0.965]

Rule 56/251: (27.1, lift 10.7)
    PC2 <= 2.5099
    PC8 > -0.5530638
    PC8 <= 1.133566
    PC32 <= 0.771328
    PC39 > 0.3146409
    PC44 <= -1.997401
    PC59 > -0.6592996
    PC80 <= 1.297174
    ->  class 2\|2  [0.963]

Rule 56/252: (28.1/0.1, lift 10.7)
    PC1 <= -0.430681
    PC8 > -3.393956
    PC8 <= -0.5530638
    PC37 <= 1.3249
    PC46 > -0.2235873
    PC60 <= 0.3400252
    PC63 <= 0.1578914
    PC77 > 0.7522998
    PC98 <= 0.2687056
    ->  class 2\|2  [0.963]

Rule 56/253: (26.8, lift 10.7)
    PC26 > 3.206192
    PC61 > 0.2158901
    PC73 <= -1.404115
    ->  class 2\|2  [0.963]

Rule 56/254: (24.6, lift 10.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC11 > -3.105505
    PC12 <= -3.366721
    PC14 <= 2.695498
    PC46 > -0.2235873
    PC52 <= 0.2176888
    PC60 <= 0.3400252
    PC98 <= 0.2687056
    ->  class 2\|2  [0.962]

Rule 56/255: (31.3/0.4, lift 10.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -3.393956
    PC8 <= -0.5530638
    PC36 <= 0.06424382
    PC41 > -1.981339
    PC60 > 0.3400252
    PC63 > 0.06798272
    PC64 <= 0.3879538
    PC71 <= -0.3141356
    ->  class 2\|2  [0.958]

Rule 56/256: (323.8/13.2, lift 10.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.5530638
    PC8 <= 0.5344445
    PC20 > -0.09974828
    PC22 <= -0.8826448
    PC32 <= 1.080204
    PC40 <= 0.8515924
    PC45 <= 0.3833095
    ->  class 2\|2  [0.956]

Rule 56/257: (98/3.6, lift 10.6)
    PC1 <= -0.430681
    PC4 > -0.4324302
    PC8 > -3.393956
    PC8 <= -0.5530638
    PC11 > -3.105505
    PC30 > 0.1851135
    PC46 > -0.2235873
    PC52 <= 0.2176888
    PC60 <= 0.3400252
    PC98 <= 0.2687056
    ->  class 2\|2  [0.954]

Rule 56/258: (65.4/2.2, lift 10.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -0.5530638
    PC14 > 2.695498
    PC100 <= 3.380966
    ->  class 2\|2  [0.952]

Rule 56/259: (17.1/0.1, lift 10.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -3.393956
    PC8 <= -0.5530638
    PC10 > -0.2147497
    PC36 <= 0.06424382
    PC41 > -1.981339
    PC57 <= 0.2071535
    PC60 > 0.3400252
    PC63 > 0.06798272
    PC73 > -1.404115
    ->  class 2\|2  [0.941]

Rule 56/260: (12.7, lift 10.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.5530638
    PC20 > 0.1084642
    PC55 <= 0.4017723
    PC65 <= 0.7549822
    PC73 <= -0.9408165
    ->  class 2\|2  [0.932]

Rule 56/261: (63.5/3.8, lift 10.3)
    PC1 <= -0.430681
    PC8 > 1.133566
    PC8 <= 2.304939
    PC12 <= 1.022297
    PC20 > 0.1084642
    PC40 > -1.402037
    PC55 > 0.4017723
    PC88 <= 0.2031477
    ->  class 2\|2  [0.927]

Rule 56/262: (77.1/4.9, lift 10.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -3.393956
    PC8 <= -0.5530638
    PC28 > -0.2477497
    PC33 <= -0.2528173
    PC47 > -0.7683094
    PC49 <= 0.1635057
    PC60 > 0.3400252
    PC60 <= 2.263344
    PC64 <= 0.3879538
    PC99 > -1.36493
    ->  class 2\|2  [0.925]

Rule 56/263: (11.1, lift 10.3)
    PC2 <= 2.5099
    PC8 > -0.5530638
    PC8 <= 1.133566
    PC19 <= -0.654503
    PC88 > 0.4816513
    ->  class 2\|2  [0.924]

Rule 56/264: (212.5/16.2, lift 10.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC4 > -0.4070493
    PC8 > -0.5530638
    PC8 <= 1.133566
    PC18 > -0.4108541
    PC19 > -0.654503
    PC27 <= 0.00821581
    PC39 <= 0.3146409
    PC44 <= 0.5747223
    PC45 <= 0.3671404
    PC59 > -0.6592996
    PC80 <= 1.297174
    ->  class 2\|2  [0.920]

Rule 56/265: (59.8/4.5, lift 10.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.5530638
    PC20 > 0.1084642
    PC51 > 0.3657723
    PC55 <= 0.4017723
    ->  class 2\|2  [0.910]

Rule 56/266: (65.8/5.2, lift 10.1)
    PC1 <= -0.430681
    PC8 > -3.393956
    PC8 <= -0.5530638
    PC44 <= 1.108199
    PC60 > 0.3400252
    PC64 > 0.3879538
    PC73 > -1.404115
    PC75 > 0.06319419
    ->  class 2\|2  [0.909]

Rule 56/267: (92.3/7.6, lift 10.1)
    PC1 <= -0.430681
    PC8 > -3.393956
    PC8 <= -0.5530638
    PC9 > -3.778535
    PC30 > 0.007826664
    PC33 > -0.2528173
    PC36 > 0.06424382
    PC36 <= 0.434855
    PC44 <= 0.2589038
    PC60 > 0.3400252
    PC80 > -0.698244
    ->  class 2\|2  [0.909]

Rule 56/268: (8, lift 10.0)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC6 <= -1.771849
    PC8 > -3.691019
    PC24 > -2.279944
    PC44 <= 0.8094363
    PC53 <= -1.75255
    ->  class 2\|2  [0.900]

Rule 56/269: (48.6/4.2, lift 10.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.5530638
    PC8 <= 1.133566
    PC22 > -0.8826448
    PC27 > 0.00821581
    PC32 <= 0.771328
    PC44 <= 0.5747223
    PC56 > 0.3431815
    PC59 > -0.6592996
    PC80 <= 1.297174
    ->  class 2\|2  [0.898]

Rule 56/270: (61.6/5.6, lift 10.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -1.280573
    PC8 <= -0.5530638
    PC46 <= -0.2235873
    PC60 <= 0.3400252
    PC73 > -1.404115
    ->  class 2\|2  [0.896]

Rule 56/271: (150.6/15.8, lift 9.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= 1.133566
    PC19 > -0.654503
    PC32 <= 0.771328
    PC39 > 0.3146409
    PC59 > -0.6592996
    PC66 <= 0.7529911
    PC69 > -0.02295945
    PC80 <= 1.297174
    ->  class 2\|2  [0.890]

Rule 56/272: (205.3/22.8, lift 9.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -3.393956
    PC8 <= -0.5530638
    PC11 > -3.105505
    PC12 <= 5.207104
    PC14 <= 2.695498
    PC46 > -0.2235873
    PC52 <= 0.2176888
    PC60 <= 0.3400252
    PC73 > -1.404115
    PC83 > -1.091243
    PC98 > 0.2687056
    ->  class 2\|2  [0.885]

Rule 56/273: (6.4, lift 9.8)
    PC2 <= 2.5099
    PC8 > -0.5530638
    PC8 <= 1.133566
    PC39 > 0.3146409
    PC44 <= 0.5747223
    PC59 > -0.6592996
    PC66 > 0.7529911
    ->  class 2\|2  [0.881]

Rule 56/274: (5.3/0.2, lift 9.3)
    PC1 <= -0.430681
    PC8 > 1.133566
    PC20 > 0.1084642
    PC51 <= 0.3657723
    PC81 <= -0.4633513
    ->  class 2\|2  [0.834]

Rule 56/275: (35.5/6.1, lift 9.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.5530638
    PC12 <= 1.022297
    PC20 > 0.1084642
    PC55 <= 0.4017723
    PC65 <= 0.7549822
    PC89 <= -0.498718
    PC97 <= 1.092535
    ->  class 2\|2  [0.810]

Rule 56/276: (42.9/8.3, lift 8.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.5530638
    PC50 <= -0.4903674
    PC96 <= -0.3250072
    PC97 <= 1.092535
    ->  class 2\|2  [0.793]

Rule 56/277: (114.8, lift 7.8)
    PC1 <= -0.430681
    PC8 <= -3.393956
    PC46 > 0.413817
    PC60 > -0.7855141
    ->  class 2\|3  [0.991]

Rule 56/278: (99.3/0.2, lift 7.8)
    PC2 <= 2.5099
    PC8 <= -3.393956
    PC26 > -3.118329
    PC85 <= 0.8082542
    PC89 > 0.8003459
    ->  class 2\|3  [0.988]

Rule 56/279: (85.3/1.4, lift 7.7)
    PC1 <= -0.430681
    PC8 <= -0.5530638
    PC14 <= 2.695498
    PC51 <= 0.8919192
    PC60 > 0.3400252
    PC64 <= 0.3879538
    PC99 <= -1.36493
    ->  class 2\|3  [0.972]

Rule 56/280: (20.9, lift 7.5)
    PC1 <= -0.430681
    PC8 <= -0.5530638
    PC30 > 0.007826664
    PC33 > -0.2528173
    PC36 > 0.06424382
    PC64 <= 0.3879538
    PC66 > 0.6353976
    ->  class 2\|3  [0.956]

Rule 56/281: (15.8, lift 7.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -0.5530638
    PC60 <= 0.3400252
    PC63 > 0.1578914
    PC73 > -1.404115
    PC87 > 1.123386
    ->  class 2\|3  [0.944]

Rule 56/282: (1073.3/699.4, lift 2.8)
    PC2 <= 2.5099
    PC5 <= -0.5831417
    PC12 <= -0.03461245
    PC18 > 0.2394166
    ->  class 2\|3  [0.349]

Rule 56/283: (11946.4/9420.3, lift 1.7)
    PC2 <= 2.5099
    ->  class 2\|3  [0.211]

Rule 56/284: (114.5/0.5, lift 23.8)
    PC2 <= 2.5099
    PC8 <= -0.5530638
    PC14 <= 2.695498
    PC16 <= -0.1130028
    PC45 <= 0.1566226
    PC46 <= 0.413817
    PC49 <= 0.1087696
    PC90 > 0.3609668
    PC93 <= 0.3298733
    ->  class 2\|4  [0.987]

Rule 56/285: (75.5, lift 23.8)
    PC1 <= -0.430681
    PC8 <= -3.393956
    PC16 <= -0.1130028
    PC46 <= 0.413817
    PC48 > 0.4240632
    PC74 > -0.8872054
    PC93 <= 0.3298733
    ->  class 2\|4  [0.987]

Rule 56/286: (75.4, lift 23.8)
    PC2 <= 2.5099
    PC8 <= -3.393956
    PC44 <= 0.9401656
    PC46 <= 0.413817
    PC73 > -1.404115
    PC85 > 0.8082542
    ->  class 2\|4  [0.987]

Rule 56/287: (103/0.5, lift 23.8)
    PC2 <= 2.5099
    PC8 <= -3.393956
    PC18 <= -0.2581053
    PC45 <= 0.1566226
    PC46 <= 0.413817
    PC49 <= 0.1087696
    PC85 > -0.4749953
    PC87 > 0.01370811
    PC89 <= 0.5909864
    PC93 <= 0.3298733
    PC95 <= 0.5121843
    ->  class 2\|4  [0.986]

Rule 56/288: (65.9/0.5, lift 23.6)
    PC2 <= 2.5099
    PC8 <= -3.393956
    PC16 <= -0.1130028
    PC18 > -0.2581053
    PC45 <= 0.1566226
    PC46 <= 0.413817
    PC49 <= 0.1087696
    PC66 > 0.168179
    PC85 > -0.4749953
    PC93 <= 0.3298733
    PC95 <= 0.5121843
    ->  class 2\|4  [0.978]

Rule 56/289: (145/2.3, lift 23.6)
    PC2 <= 2.5099
    PC8 <= -3.393956
    PC16 <= -0.1130028
    PC45 <= 0.1566226
    PC46 <= 0.413817
    PC47 <= -0.39638
    PC49 <= 0.1087696
    PC85 > -0.4749953
    PC89 <= 0.8003459
    PC95 <= 0.5121843
    ->  class 2\|4  [0.978]

Rule 56/290: (64.1/0.5, lift 23.6)
    PC1 > -0.430681
    PC2 > -5.43323
    PC2 <= 2.5099
    PC8 <= -3.691019
    PC19 > -1.607163
    PC35 <= 0.7539229
    PC37 <= 1.352652
    PC43 > -0.1397224
    ->  class 2\|4  [0.977]

Rule 56/291: (48.2/0.3, lift 23.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -3.393956
    PC8 <= -0.5530638
    PC27 > -0.2505807
    PC28 > -0.03099509
    PC36 <= 0.06424382
    PC53 > 0.08388282
    PC60 > 0.3400252
    ->  class 2\|4  [0.975]

Rule 56/292: (167.8/3.2, lift 23.5)
    PC8 <= -3.393956
    PC16 <= 0.4370693
    PC22 > -1.900676
    PC44 > 0.9401656
    PC46 <= 0.413817
    PC74 > -0.8872054
    ->  class 2\|4  [0.975]

Rule 56/293: (108.2/2, lift 23.5)
    PC2 <= 2.5099
    PC8 <= -2.870956
    PC10 > -0.2147497
    PC33 > -0.2528173
    PC36 <= 0.06424382
    PC42 > 0.08400755
    PC53 <= 0.08388282
    PC60 > 0.3400252
    PC63 <= 0.06798272
    ->  class 2\|4  [0.973]

Rule 56/294: (31, lift 23.4)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC5 <= -0.5831417
    PC12 <= -0.03461245
    PC18 > 0.2394166
    PC60 > 0.7526923
    ->  class 2\|4  [0.970]

Rule 56/295: (29.6, lift 23.3)
    PC1 <= -0.430681
    PC8 <= -3.393956
    PC26 <= -3.118329
    PC44 <= 0.9401656
    PC46 <= 0.413817
    PC74 > -0.8872054
    ->  class 2\|4  [0.966]

Rule 56/296: (38.9/0.9, lift 23.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -0.5530638
    PC14 <= 2.695498
    PC49 > -2.565507
    PC51 > 0.8919192
    ->  class 2\|4  [0.953]

Rule 56/297: (19, lift 23.0)
    PC1 <= -0.430681
    PC8 <= -3.393956
    PC44 <= 0.9401656
    PC46 <= -0.9632035
    PC74 > -0.8872054
    PC93 > 0.3298733
    ->  class 2\|4  [0.952]

Rule 56/298: (19.9/0.3, lift 22.7)
    PC2 <= 2.5099
    PC8 <= -3.393956
    PC22 > -1.900676
    PC45 <= 0.1566226
    PC46 <= 0.413817
    PC49 <= 0.1087696
    PC66 <= 0.168179
    PC89 <= 0.8003459
    PC91 > 0.03371967
    PC93 <= 0.3298733
    PC95 <= 0.5121843
    ->  class 2\|4  [0.941]

Rule 56/299: (11.6, lift 22.4)
    PC2 <= 2.5099
    PC8 <= -3.393956
    PC22 > -1.900676
    PC46 <= 0.413817
    PC49 <= 0.1087696
    PC57 > 0.4549595
    PC74 > -0.8872054
    PC93 > 0.3298733
    ->  class 2\|4  [0.926]

Rule 56/300: (9.2/0.4, lift 21.2)
    PC2 <= 2.5099
    PC8 <= -0.5530638
    PC60 > 0.3400252
    PC64 > 0.3796669
    PC64 <= 0.3879538
    ->  class 2\|4  [0.878]

Rule 56/301: (6.2, lift 21.2)
    PC1 <= -0.430681
    PC8 > -2.870956
    PC8 <= -0.5530638
    PC36 <= 0.06424382
    PC42 > 0.08400755
    PC42 <= 0.08719561
    PC64 <= 0.3879538
    ->  class 2\|4  [0.878]

Rule 56/302: (48.7/8, lift 19.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -0.5530638
    PC9 > -3.778535
    PC10 <= -0.2147497
    PC33 > -0.2528173
    PC36 <= 0.06424382
    ->  class 2\|4  [0.822]

Rule 56/303: (37.6/6.6, lift 19.5)
    PC1 <= -0.430681
    PC14 <= 2.695498
    PC33 > -0.2528173
    PC41 <= -1.981339
    PC60 > 0.3400252
    PC64 <= 0.3879538
    PC73 > -1.404115
    ->  class 2\|4  [0.807]

Rule 56/304: (10.1/1.5, lift 19.1)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -3.393956
    PC8 <= -0.5530638
    PC9 > -3.778535
    PC29 > 0.3446466
    PC60 > 0.3400252
    PC73 > -1.404115
    ->  class 2\|4  [0.791]

Rule 56/305: (20.7/4.8, lift 18.0)
    PC1 <= -0.430681
    PC8 > -3.393956
    PC8 <= -0.5530638
    PC9 <= -3.778535
    PC33 > -0.2528173
    PC60 > 0.3400252
    PC64 <= 0.3879538
    ->  class 2\|4  [0.746]

Rule 56/306: (39.7/18.2, lift 13.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -0.5530638
    PC14 <= 2.695498
    PC33 > -0.2528173
    PC45 > 0.4335379
    PC64 <= 0.3879538
    ->  class 2\|4  [0.541]

Default class: 0\|2

-----  Trial 57:  -----

Rules:

Rule 57/1: (119, lift 15.3)
    PC2 > 2.5099
    PC12 > -1.881783
    PC13 <= 7.236558
    PC18 > 1.22969
    PC72 > 1.122934
    PC86 <= 4.013646
    ->  class 0\|0  [0.992]

Rule 57/2: (86.7, lift 15.3)
    PC2 > 2.5099
    PC12 > -1.881783
    PC13 <= 7.236558
    PC18 > 1.22969
    PC86 <= -2.151035
    ->  class 0\|0  [0.989]

Rule 57/3: (334.5/3.2, lift 15.3)
    PC4 > -8.075097
    PC10 > -7.450708
    PC13 <= 1.787175
    PC17 > -0.5206551
    PC18 > 1.22969
    PC26 <= 0.6518379
    PC31 <= 0.2306125
    PC35 <= 0.5694357
    PC41 <= 0.1662782
    PC53 <= 1.354782
    PC54 <= 1.171919
    PC55 > -0.2022897
    PC58 > -1.538399
    PC65 <= -0.3478391
    PC93 <= 0.9756524
    PC95 > -1.164248
    PC97 <= 0.3879197
    PC99 > -0.409831
    ->  class 0\|0  [0.987]

Rule 57/4: (48.9, lift 15.2)
    PC13 <= 1.787175
    PC17 > -0.5206551
    PC18 > 1.22969
    PC26 <= 0.6518379
    PC41 <= 0.1662782
    PC46 <= -0.3498257
    PC86 <= 4.013646
    PC97 > 0.3879197
    ->  class 0\|0  [0.980]

Rule 57/5: (103.4/1.3, lift 15.1)
    PC12 > -1.881783
    PC13 <= 1.787175
    PC18 > 1.22969
    PC21 <= 0.4791392
    PC26 <= 0.6518379
    PC54 <= -1.027696
    PC55 > -0.5527254
    ->  class 0\|0  [0.978]

Rule 57/6: (44.8, lift 15.1)
    PC4 <= -8.075097
    PC13 <= 1.787175
    PC17 > -0.5206551
    PC64 <= -0.2545287
    PC100 > -0.7824559
    ->  class 0\|0  [0.978]

Rule 57/7: (42.3, lift 15.1)
    PC4 <= -8.075097
    PC13 <= 1.787175
    PC17 > -0.5206551
    PC18 > 1.22969
    PC26 <= 0.6518379
    PC41 > 0.008972251
    PC53 <= 1.354782
    PC97 <= 0.3879197
    ->  class 0\|0  [0.977]

Rule 57/8: (288/5.8, lift 15.1)
    PC4 > -8.075097
    PC10 > -7.450708
    PC13 <= 1.787175
    PC17 > -0.5206551
    PC18 > 1.22969
    PC26 <= 0.6518379
    PC31 <= 0.2306125
    PC35 > -0.2671802
    PC35 <= 0.5694357
    PC45 > -1.492332
    PC48 <= 0.2751796
    PC53 <= 1.354782
    PC54 <= 1.171919
    PC55 > -0.2022897
    PC62 > -0.2178598
    PC93 <= 0.9756524
    PC97 <= 0.3879197
    PC99 > -0.409831
    ->  class 0\|0  [0.977]

Rule 57/9: (102.6/1.5, lift 15.1)
    PC18 > 1.22969
    PC21 <= 0.4791392
    PC26 <= 0.6518379
    PC31 <= 0.2306125
    PC35 <= 0.5694357
    PC52 > -2.370584
    PC55 > -0.5527254
    PC55 <= -0.2022897
    PC63 <= -0.7277429
    PC99 > -0.409831
    ->  class 0\|0  [0.976]

Rule 57/10: (37.7, lift 15.1)
    PC13 <= 7.236558
    PC17 > -0.5206551
    PC18 > 1.22969
    PC26 <= 0.6518379
    PC41 <= 0.1662782
    PC43 <= -1.26521
    PC97 > 0.3879197
    ->  class 0\|0  [0.975]

Rule 57/11: (69.6/0.9, lift 15.1)
    PC3 > -0.7380994
    PC17 > -0.5206551
    PC18 > 1.22969
    PC26 <= 0.6518379
    ->  class 0\|0  [0.973]

Rule 57/12: (86.6/3.9, lift 14.6)
    PC12 > -1.881783
    PC13 <= 7.236558
    PC17 > -0.5206551
    PC18 > 1.22969
    PC26 <= 0.6518379
    PC48 > 0.502472
    PC65 > -2.560152
    ->  class 0\|0  [0.945]

Rule 57/13: (25.4/0.5, lift 14.6)
    PC4 <= -8.075097
    PC13 <= 1.787175
    PC18 > 1.22969
    PC26 <= 0.6518379
    PC97 <= 0.3879197
    PC99 <= -0.1654799
    ->  class 0\|0  [0.944]

Rule 57/14: (20.2/0.3, lift 14.6)
    PC2 > 2.5099
    PC12 > -1.881783
    PC13 <= 1.787175
    PC18 > 1.22969
    PC26 <= 0.6518379
    PC39 <= -1.099381
    PC97 > 0.3879197
    ->  class 0\|0  [0.942]

Rule 57/15: (13.4, lift 14.5)
    PC13 > 7.236558
    PC18 > 3.718587
    PC31 > 0.1783828
    ->  class 0\|0  [0.935]

Rule 57/16: (142.8/10.3, lift 14.3)
    PC2 > 2.5099
    PC18 > 1.22969
    PC26 <= 0.6518379
    PC47 > 0.8266706
    PC55 > -0.5527254
    PC64 > -0.2545287
    PC97 <= 0.3879197
    ->  class 0\|0  [0.922]

Rule 57/17: (10.7, lift 14.3)
    PC2 > 2.5099
    PC12 > -1.881783
    PC13 <= 7.236558
    PC18 > 1.22969
    PC37 <= -2.13364
    PC97 > 0.3879197
    ->  class 0\|0  [0.921]

Rule 57/18: (80.9/6.9, lift 14.0)
    PC2 > 2.5099
    PC12 > -1.881783
    PC13 <= 7.236558
    PC18 > 1.22969
    PC26 <= 0.6518379
    PC48 <= 0.502472
    PC53 <= -2.015749
    PC91 <= 3.159646
    ->  class 0\|0  [0.905]

Rule 57/19: (6.8, lift 13.7)
    PC2 > 2.5099
    PC12 > -1.881783
    PC17 <= -0.5206551
    PC18 > 1.22969
    PC26 <= 0.6518379
    PC62 > 0.6760606
    ->  class 0\|0  [0.886]

Rule 57/20: (27.2/2.5, lift 13.6)
    PC2 > 2.5099
    PC13 > 1.787175
    PC13 <= 7.236558
    PC18 > -0.4683644
    PC48 <= 0.502472
    PC52 > -2.370584
    PC91 <= 3.159646
    PC100 > 0.9910042
    ->  class 0\|0  [0.881]

Rule 57/21: (50.3/5.3, lift 13.6)
    PC13 <= 1.787175
    PC18 > 1.22969
    PC26 <= 0.6518379
    PC31 <= 0.2306125
    PC53 <= -0.6461713
    PC55 > -0.5527254
    PC65 > -2.560152
    PC91 <= 3.159646
    PC99 <= -0.409831
    ->  class 0\|0  [0.879]

Rule 57/22: (19.6/1.7, lift 13.6)
    PC4 <= -8.075097
    PC13 <= 1.787175
    PC26 <= 0.6518379
    PC47 <= 0.8266706
    PC53 <= 1.354782
    PC88 > 0.4100558
    PC97 <= 0.3879197
    ->  class 0\|0  [0.876]

Rule 57/23: (6.6/0.1, lift 13.5)
    PC13 <= 7.236558
    PC18 > 1.22969
    PC26 > 0.6518379
    PC29 <= -3.315104
    ->  class 0\|0  [0.871]

Rule 57/24: (11.4/0.9, lift 13.3)
    PC2 > 2.5099
    PC13 <= 1.787175
    PC18 > 1.22969
    PC26 <= 0.6518379
    PC41 <= 0.1662782
    PC65 > -2.560152
    PC68 > 1.184043
    ->  class 0\|0  [0.858]

Rule 57/25: (7.5/0.8, lift 12.5)
    PC12 > -1.881783
    PC13 <= 7.236558
    PC18 > 1.22969
    PC26 > 0.6518379
    PC36 > 2.704227
    PC65 > -2.560152
    ->  class 0\|0  [0.808]

Rule 57/26: (51.1/11.1, lift 12.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC12 > -1.881783
    PC13 <= 7.236558
    PC18 > -0.4683644
    PC18 <= 1.22969
    PC47 <= -0.9183904
    PC52 > -1.206329
    PC86 <= 4.013646
    ->  class 0\|0  [0.772]

Rule 57/27: (37.1/8.6, lift 11.7)
    PC12 > -1.881783
    PC17 > -0.5206551
    PC18 > 1.22969
    PC21 > 0.4791392
    PC26 <= 0.6518379
    PC48 <= 0.502472
    PC52 > -2.370584
    ->  class 0\|0  [0.755]

Rule 57/28: (66.8/16.6, lift 11.5)
    PC18 > 3.718587
    PC20 > -3.980935
    PC31 <= 0.1783828
    PC59 > 2.11358
    ->  class 0\|0  [0.744]

Rule 57/29: (49.8/12.7, lift 11.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 > 0.1706467
    PC18 > -0.4683644
    PC18 <= 1.22969
    ->  class 0\|0  [0.735]

Rule 57/30: (15/6.7, lift 8.5)
    PC10 <= -7.303295
    PC18 > 1.22969
    PC26 <= 0.6518379
    ->  class 0\|0  [0.549]

Rule 57/31: (191.9, lift 12.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 <= 0.1706467
    PC12 > -1.881783
    PC13 <= 7.236558
    PC18 > -0.4683644
    PC18 <= 1.22969
    PC23 > -0.8867464
    PC34 > 0.4094731
    PC79 <= 0.2756875
    PC89 > -1.532005
    ->  class 0\|1  [0.995]

Rule 57/32: (141.2/0.3, lift 12.1)
    PC3 <= -0.7380994
    PC10 > -7.303295
    PC13 <= 7.236558
    PC18 > 1.22969
    PC37 > -2.13364
    PC39 > -1.099381
    PC41 <= 0.1662782
    PC43 > -1.26521
    PC46 > -0.3498257
    PC54 > -1.027696
    PC68 <= 1.184043
    PC86 > -2.151035
    PC97 > 0.3879197
    PC100 > -0.7824559
    PC100 <= 0.2991797
    ->  class 0\|1  [0.991]

Rule 57/33: (198.9/1.2, lift 12.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 > -7.878212
    PC6 <= 0.1706467
    PC12 > -1.881783
    PC13 <= 1.698335
    PC18 > -0.4683644
    PC18 <= 1.22969
    PC23 > -0.8867464
    PC42 <= 1.323705
    PC73 > -2.03583
    PC79 <= 0.2756875
    PC89 > -1.532005
    PC92 <= 0.9395956
    PC97 <= 0.9601673
    ->  class 0\|1  [0.989]

Rule 57/34: (80.5, lift 12.1)
    PC2 > 2.5099
    PC3 <= -0.7380994
    PC12 > -1.881783
    PC13 <= 1.787175
    PC18 > -0.4683644
    PC35 <= -0.2671802
    PC45 > -1.492332
    PC52 > -2.370584
    PC54 <= 1.171919
    PC65 > -0.3478391
    PC91 <= 3.159646
    PC97 <= 0.3879197
    ->  class 0\|1  [0.988]

Rule 57/35: (67.7, lift 12.0)
    PC13 > 7.236558
    PC18 > 3.718587
    PC20 > -3.980935
    PC31 <= 0.1783828
    PC59 <= 2.11358
    ->  class 0\|1  [0.986]

Rule 57/36: (107.5/0.6, lift 12.0)
    PC12 > -1.881783
    PC13 <= 7.236558
    PC17 > -0.5206551
    PC18 > 1.22969
    PC21 <= 0.4791392
    PC31 <= 0.2306125
    PC53 > -0.6461713
    PC97 <= 0.3879197
    PC99 <= -0.409831
    PC100 > -0.7824559
    ->  class 0\|1  [0.985]

Rule 57/37: (64.9, lift 12.0)
    PC2 > 2.5099
    PC4 > -8.075097
    PC12 > -1.881783
    PC13 <= 7.236558
    PC18 > 1.22969
    PC35 > 0.5694357
    PC65 > -2.560152
    PC72 <= 1.122934
    ->  class 0\|1  [0.985]

Rule 57/38: (54.9, lift 12.0)
    PC3 <= -0.7380994
    PC12 > -1.881783
    PC13 <= 1.787175
    PC18 > 1.22969
    PC21 <= 0.4791392
    PC48 > 0.2751796
    PC65 > -0.3478391
    PC99 > -0.409831
    PC100 > -0.7824559
    ->  class 0\|1  [0.982]

Rule 57/39: (77.5/0.5, lift 12.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 <= -0.7696513
    PC18 <= -0.4683644
    PC20 > -3.549603
    PC78 > -0.0021355
    PC78 <= 2.786675
    PC99 > 0.008685172
    ->  class 0\|1  [0.981]

Rule 57/40: (51.4, lift 12.0)
    PC18 > -0.4683644
    PC20 > 2.524355
    PC42 > 1.323705
    PC47 > -0.9183904
    ->  class 0\|1  [0.981]

Rule 57/41: (75.9/0.6, lift 12.0)
    PC2 > 2.5099
    PC3 <= -0.7380994
    PC12 > -1.881783
    PC13 <= 1.787175
    PC17 > -0.5206551
    PC18 > -0.4683644
    PC21 <= 0.4791392
    PC41 > 0.1662782
    PC83 > -1.726322
    PC100 > -0.7824559
    ->  class 0\|1  [0.979]

Rule 57/42: (43.7, lift 11.9)
    PC12 > -1.881783
    PC13 <= 7.236558
    PC18 > 1.22969
    PC31 <= 0.2306125
    PC54 > -1.027696
    PC54 <= 1.171919
    PC58 <= -1.538399
    PC93 <= 0.9756524
    ->  class 0\|1  [0.978]

Rule 57/43: (69.1/0.7, lift 11.9)
    PC2 > 2.5099
    PC12 > -1.881783
    PC13 <= 7.236558
    PC17 <= -0.5206551
    PC18 > 1.22969
    PC26 <= 0.6518379
    PC62 <= 0.6760606
    ->  class 0\|1  [0.976]

Rule 57/44: (62.1/0.6, lift 11.9)
    PC2 > 2.5099
    PC13 <= 1.787175
    PC18 > 1.22969
    PC26 <= 0.6518379
    PC53 > 1.354782
    PC54 > -1.027696
    PC86 > -2.151035
    ->  class 0\|1  [0.975]

Rule 57/45: (36.1, lift 11.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC15 > -0.2495917
    PC78 > 2.786675
    PC79 > -0.2786686
    ->  class 0\|1  [0.974]

Rule 57/46: (155.9/4.8, lift 11.8)
    PC1 <= -0.5275379
    PC12 > -1.881783
    PC13 <= 7.236558
    PC18 > 1.22969
    PC26 > 0.6518379
    PC29 > -3.315104
    PC36 <= 2.704227
    PC65 > -2.560152
    PC73 > -3.262554
    PC86 > -2.151035
    ->  class 0\|1  [0.963]

Rule 57/47: (83.8/2.5, lift 11.7)
    PC17 > -0.5206551
    PC18 > 1.22969
    PC26 <= 0.6518379
    PC48 <= 0.502472
    PC55 <= -0.5527254
    PC65 > -2.560152
    PC86 > -2.151035
    ->  class 0\|1  [0.959]

Rule 57/48: (21.7, lift 11.7)
    PC2 > 2.5099
    PC12 > -1.881783
    PC18 > 1.22969
    PC26 <= 0.6518379
    PC65 > -2.560152
    PC65 <= -0.3478391
    PC86 > -2.151035
    PC95 <= -1.164248
    PC99 > -0.409831
    ->  class 0\|1  [0.958]

Rule 57/49: (34.5/0.6, lift 11.7)
    PC2 > 2.5099
    PC3 <= -0.7380994
    PC17 > -0.5206551
    PC18 > -0.4683644
    PC21 <= 0.4791392
    PC26 <= 0.6518379
    PC48 <= 0.502472
    PC53 <= 1.354782
    PC55 <= -0.2022897
    PC63 > -0.7277429
    PC65 > -2.560152
    PC99 > -0.409831
    ->  class 0\|1  [0.957]

Rule 57/50: (148.7/5.7, lift 11.7)
    PC4 <= -8.075097
    PC18 > 1.22969
    PC41 <= 0.008972251
    PC47 <= 0.8266706
    PC64 > -0.2545287
    PC88 <= 0.4100558
    PC99 > -0.1654799
    ->  class 0\|1  [0.956]

Rule 57/51: (124.6/5, lift 11.6)
    PC2 > 2.5099
    PC13 > 1.787175
    PC13 <= 7.236558
    PC17 > -0.5206551
    PC18 > 1.22969
    PC48 <= 0.502472
    PC53 > -2.015749
    PC86 > -2.151035
    PC100 <= 0.9910042
    ->  class 0\|1  [0.952]

Rule 57/52: (50.2/1.7, lift 11.6)
    PC3 <= -0.7380994
    PC12 > -1.881783
    PC13 <= 7.236558
    PC18 > 1.22969
    PC21 <= 0.4791392
    PC31 > 0.2306125
    PC48 <= 0.502472
    PC65 > -2.560152
    ->  class 0\|1  [0.949]

Rule 57/53: (12.6, lift 11.4)
    PC12 > -1.881783
    PC18 > 1.069617
    PC18 <= 1.22969
    PC42 <= 1.323705
    PC47 > -0.9183904
    PC73 > -2.03583
    PC79 > 0.2756875
    PC89 > -1.532005
    ->  class 0\|1  [0.931]

Rule 57/54: (96.8/6.5, lift 11.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC12 > -1.881783
    PC13 <= 7.236558
    PC18 > -0.4683644
    PC31 <= 0.2306125
    PC41 <= 0.1662782
    PC48 <= 0.502472
    PC54 <= 1.171919
    PC65 > -2.560152
    PC91 <= 3.159646
    PC93 > 0.9756524
    PC97 <= 0.3879197
    PC100 > -0.7824559
    ->  class 0\|1  [0.924]

Rule 57/55: (38.2/2.2, lift 11.2)
    PC3 <= 1.640775
    PC17 > 3.202719
    PC18 > -0.4683644
    PC18 <= 3.718587
    PC31 <= 0.04042177
    ->  class 0\|1  [0.920]

Rule 57/56: (257.8/20.7, lift 11.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 <= 0.1706467
    PC13 <= 1.698335
    PC14 > -0.3414776
    PC18 > -0.4683644
    PC18 <= 1.22969
    PC42 <= 1.323705
    PC47 > -0.9183904
    PC73 > -2.03583
    PC79 <= 0.2756875
    PC98 <= 0.2247498
    ->  class 0\|1  [0.916]

Rule 57/57: (9.9, lift 11.2)
    PC10 <= -7.450708
    PC18 > -0.4683644
    PC26 <= 0.6518379
    PC100 > -0.7824559
    ->  class 0\|1  [0.916]

Rule 57/58: (86/8.7, lift 10.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 1.787175
    PC17 > -0.5206551
    PC18 > -0.4683644
    PC21 <= 0.4791392
    PC35 <= 0.5694357
    PC48 <= 0.2751796
    PC54 <= 1.171919
    PC62 <= -0.2178598
    PC65 > -0.3478391
    PC72 <= 1.122934
    PC91 <= 3.159646
    PC97 <= 0.3879197
    ->  class 0\|1  [0.890]

Rule 57/59: (67.8/7.5, lift 10.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 <= 0.1706467
    PC13 <= 1.698335
    PC18 > -0.4683644
    PC18 <= 1.22969
    PC42 <= 1.323705
    PC47 > -0.9183904
    PC47 <= -0.4221508
    PC73 > -2.03583
    PC89 > -1.532005
    ->  class 0\|1  [0.878]

Rule 57/60: (5.9, lift 10.7)
    PC2 > 2.5099
    PC18 > -0.4683644
    PC18 <= 1.22969
    PC42 > 1.323705
    PC43 <= 0.5380853
    ->  class 0\|1  [0.874]

Rule 57/61: (143.5/27.5, lift 9.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC12 > -1.881783
    PC13 <= 1.787175
    PC17 > -0.5206551
    PC18 > -0.4683644
    PC54 > 1.171919
    PC55 > -0.5527254
    PC72 <= 1.122934
    PC73 > -3.262554
    PC83 > -1.726322
    PC99 > -0.409831
    PC100 > -0.7824559
    ->  class 0\|1  [0.804]

Rule 57/62: (98.9, lift 9.8)
    PC4 <= -6.964373
    PC18 <= -0.4683644
    PC32 <= 1.699697
    PC87 > 0.1267545
    ->  class 0\|2  [0.990]

Rule 57/63: (88.6, lift 9.8)
    PC2 > 2.5099
    PC13 <= 1.698335
    PC18 > -0.4683644
    PC18 <= 1.22969
    PC20 <= 2.524355
    PC36 <= 1.656734
    PC42 > 1.323705
    PC43 > 0.5380853
    PC74 <= 2.596298
    ->  class 0\|2  [0.989]

Rule 57/64: (74.5, lift 9.7)
    PC1 <= -0.7594083
    PC7 > -0.7696513
    PC11 <= 0.5105041
    PC15 > 0.7124785
    PC18 <= -0.4683644
    PC91 <= -0.3640622
    ->  class 0\|2  [0.987]

Rule 57/65: (67.5, lift 9.7)
    PC4 <= -6.964373
    PC18 <= -0.4683644
    PC28 > 2.985367
    ->  class 0\|2  [0.986]

Rule 57/66: (53.7, lift 9.7)
    PC4 <= -6.964373
    PC6 <= -0.4625012
    PC18 <= -0.4683644
    PC54 <= 3.096431
    PC94 <= -0.302503
    ->  class 0\|2  [0.982]

Rule 57/67: (60.4/0.2, lift 9.7)
    PC13 > 7.236558
    PC18 > -0.4683644
    PC18 <= 3.718587
    PC58 > 2.067253
    ->  class 0\|2  [0.981]

Rule 57/68: (179.5/2.7, lift 9.7)
    PC18 <= -1.711182
    PC28 <= 0.4295883
    PC30 > -1.250372
    PC53 > -0.005364824
    PC55 <= 0.1815639
    PC56 > -0.3452363
    PC72 > -0.7118475
    PC77 > -0.3979929
    PC99 <= 0.524213
    ->  class 0\|2  [0.980]

Rule 57/69: (51.2/0.1, lift 9.7)
    PC3 <= 1.640775
    PC15 <= 0.7124785
    PC18 > -1.711182
    PC27 <= -2.414559
    PC54 <= 3.096431
    PC78 <= 1.014451
    PC80 <= 0.0457203
    ->  class 0\|2  [0.979]

Rule 57/70: (42.1, lift 9.7)
    PC4 <= -6.964373
    PC7 > -0.7696513
    PC18 > -2.305537
    PC18 <= -1.711182
    ->  class 0\|2  [0.977]

Rule 57/71: (82.6/0.9, lift 9.7)
    PC4 <= -6.964373
    PC7 > -0.7696513
    PC18 <= -0.4683644
    PC54 <= 3.096431
    PC84 > 0.2402775
    ->  class 0\|2  [0.977]

Rule 57/72: (35.3, lift 9.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -0.4683644
    PC18 <= 1.22969
    PC74 <= 2.596298
    PC86 <= 4.013646
    PC89 <= -1.532005
    ->  class 0\|2  [0.973]

Rule 57/73: (76.3/1.2, lift 9.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 <= 0.1706467
    PC13 <= 1.698335
    PC18 > -0.4683644
    PC18 <= 1.069617
    PC32 <= 0.7063108
    PC42 <= 1.323705
    PC47 > -0.4221508
    PC75 <= 1.845352
    PC79 > 0.2756875
    PC86 <= 4.013646
    ->  class 0\|2  [0.972]

Rule 57/74: (30.7, lift 9.6)
    PC15 <= 0.7124785
    PC28 <= 0.4295883
    PC53 > -0.005364824
    PC57 <= 1.377005
    PC59 <= -2.317698
    PC72 > -0.7118475
    PC76 > -2.776463
    ->  class 0\|2  [0.969]

Rule 57/75: (51.1/0.6, lift 9.6)
    PC18 <= -1.711182
    PC28 <= 0.4295883
    PC30 > -1.250372
    PC39 > -1.445797
    PC53 > -0.005364824
    PC55 <= 0.1815639
    PC76 > -2.776463
    PC99 <= -0.2832056
    ->  class 0\|2  [0.969]

Rule 57/76: (49.7/0.6, lift 9.6)
    PC2 > 2.5099
    PC12 <= -1.881783
    PC18 > -0.4683644
    PC42 > -2.541008
    ->  class 0\|2  [0.969]

Rule 57/77: (28.4, lift 9.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 > -0.7696513
    PC15 <= 0.7124785
    PC18 > -1.711182
    PC18 <= -0.4683644
    PC39 > -1.445797
    PC78 > 1.014451
    PC78 <= 2.786675
    ->  class 0\|2  [0.967]

Rule 57/78: (27.8, lift 9.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC12 > -1.881783
    PC13 <= 7.236558
    PC18 > -0.4683644
    PC18 <= 1.22969
    PC23 <= -0.8867464
    PC98 > 0.2247498
    ->  class 0\|2  [0.966]

Rule 57/79: (28.4, lift 9.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 7.236558
    PC18 > -0.4683644
    PC18 <= 1.22969
    PC34 <= 0.4094731
    PC47 > -0.9183904
    PC79 <= 0.2756875
    PC97 > 0.9601673
    ->  class 0\|2  [0.965]

Rule 57/80: (25.4, lift 9.5)
    PC7 > -0.7696513
    PC18 <= -1.711182
    PC28 <= 0.4295883
    PC39 > -1.445797
    PC57 > 1.377005
    PC65 <= 1.728296
    PC72 > -0.7118475
    ->  class 0\|2  [0.964]

Rule 57/81: (29.8/0.2, lift 9.5)
    PC4 <= -6.964373
    PC6 > -0.4625012
    PC7 > -0.5657946
    PC18 <= -0.4683644
    ->  class 0\|2  [0.963]

Rule 57/82: (23.4, lift 9.5)
    PC4 <= -6.964373
    PC7 > -0.7696513
    PC7 <= -0.5657946
    PC18 <= -1.711182
    PC54 <= 3.096431
    ->  class 0\|2  [0.961]

Rule 57/83: (55.4/1.3, lift 9.5)
    PC8 <= 0.1128407
    PC15 <= 0.7124785
    PC18 <= -0.4683644
    PC28 <= 0.4295883
    PC39 > -1.445797
    PC65 > 1.728296
    PC76 > -2.776463
    PC78 <= 2.786675
    ->  class 0\|2  [0.959]

Rule 57/84: (21.5, lift 9.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC8 > 0.170089
    PC18 <= -0.4683644
    PC36 > -1.080888
    PC75 > 0.1757381
    PC86 > -2.681853
    ->  class 0\|2  [0.957]

Rule 57/85: (20.9, lift 9.4)
    PC3 <= 1.640775
    PC4 > -6.964373
    PC15 <= 0.7124785
    PC28 > 0.4295883
    PC39 > -1.445797
    PC78 <= 2.786675
    PC81 > 1.110424
    ->  class 0\|2  [0.956]

Rule 57/86: (145.6/5.6, lift 9.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC15 > 0.7124785
    PC18 <= -0.4683644
    PC34 > -0.6405253
    PC59 <= 0.7247353
    PC68 > -0.19714
    PC76 <= 0.1365525
    PC78 <= 2.786675
    ->  class 0\|2  [0.955]

Rule 57/87: (31.4/0.6, lift 9.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC14 <= -0.3414776
    PC18 > -0.4683644
    PC18 <= 1.22969
    PC23 <= -0.8867464
    PC73 > -2.03583
    PC79 <= 0.2756875
    ->  class 0\|2  [0.953]

Rule 57/88: (18.4, lift 9.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC39 > -1.445797
    PC56 <= -6.338929
    PC76 > -2.776463
    PC78 <= 2.786675
    ->  class 0\|2  [0.951]

Rule 57/89: (18.4, lift 9.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 <= -0.7696513
    PC18 <= -0.4683644
    PC20 > -3.549603
    PC54 <= 3.096431
    PC78 <= 2.786675
    PC99 <= 0.008685172
    ->  class 0\|2  [0.949]

Rule 57/90: (17.4, lift 9.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 <= -0.4683644
    PC28 <= 0.4295883
    PC53 > -0.005364824
    PC72 > -0.7118475
    PC76 > -2.776463
    PC78 <= 2.786675
    PC89 > 1.187914
    ->  class 0\|2  [0.948]

Rule 57/91: (18.6, lift 9.4)
    PC2 > 2.5099
    PC12 > -1.881783
    PC13 <= 7.236558
    PC18 > -0.4683644
    PC65 <= -2.560152
    ->  class 0\|2  [0.947]

Rule 57/92: (19.5/0.2, lift 9.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 <= -0.4683644
    PC28 <= 0.4295883
    PC54 <= 3.096431
    PC56 > -6.338929
    PC65 <= 1.728296
    PC72 > -0.7118475
    PC78 <= -2.064083
    ->  class 0\|2  [0.946]

Rule 57/93: (45.1/1.5, lift 9.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -0.4683644
    PC18 <= 1.22969
    PC34 <= 0.4094731
    PC42 <= 1.323705
    PC92 > 0.9395956
    ->  class 0\|2  [0.946]

Rule 57/94: (16.2, lift 9.3)
    PC10 <= -1.715901
    PC15 <= 0.7124785
    PC18 <= -0.4683644
    PC28 <= 0.4295883
    PC53 <= -0.005364824
    PC57 <= 1.377005
    PC84 <= 0.939876
    ->  class 0\|2  [0.945]

Rule 57/95: (24.8/0.7, lift 9.2)
    PC4 <= -7.878212
    PC18 > -0.4683644
    PC18 <= 1.22969
    PC34 <= 0.4094731
    ->  class 0\|2  [0.937]

Rule 57/96: (13.3, lift 9.2)
    PC7 > -0.7696513
    PC25 <= -2.254268
    PC28 > 0.4295883
    PC54 <= 3.096431
    ->  class 0\|2  [0.934]

Rule 57/97: (12.9, lift 9.2)
    PC2 > 2.5099
    PC13 <= 1.698335
    PC18 > -0.4683644
    PC18 <= 1.22969
    PC47 > -0.9183904
    PC73 <= -2.03583
    PC74 <= 2.596298
    PC86 <= 4.013646
    ->  class 0\|2  [0.933]

Rule 57/98: (132.1/8.4, lift 9.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 > -0.7696513
    PC15 > 0.7124785
    PC18 <= -0.4683644
    PC78 <= 2.786675
    PC91 > -0.3640622
    ->  class 0\|2  [0.930]

Rule 57/99: (25.7/1.4, lift 9.0)
    PC1 > -0.4764788
    PC3 <= 1.640775
    PC18 <= -1.711182
    PC28 <= 0.4295883
    PC64 <= -0.4719786
    PC76 > -2.776463
    ->  class 0\|2  [0.914]

Rule 57/100: (430.7/38.4, lift 9.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 > -0.7696513
    PC9 <= 0.5233031
    PC15 > -1.533905
    PC15 <= 0.7124785
    PC18 > -1.711182
    PC18 <= -0.4683644
    PC22 > -2.220146
    PC39 > -1.445797
    PC43 <= 1.773609
    PC50 > -1.198321
    PC75 <= 0.1757381
    PC86 > -2.681853
    ->  class 0\|2  [0.909]

Rule 57/101: (8.9, lift 9.0)
    PC2 > 2.5099
    PC7 > -0.7696513
    PC15 <= 0.7124785
    PC18 > -1.711182
    PC36 > -1.080888
    PC47 <= -0.8836733
    PC54 <= 3.096431
    PC75 > 0.1757381
    ->  class 0\|2  [0.908]

Rule 57/102: (61.7/5, lift 9.0)
    PC2 > 2.5099
    PC18 > -1.711182
    PC18 <= -0.4683644
    PC39 > -1.445797
    PC54 <= 3.096431
    PC75 > 0.1757381
    PC78 <= 1.014451
    PC80 > 0.0457203
    ->  class 0\|2  [0.907]

Rule 57/103: (11/0.4, lift 8.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC28 <= 0.4295883
    PC30 <= -1.250372
    PC53 > -0.005364824
    PC71 <= -0.8336673
    PC72 > -0.7118475
    PC76 > -2.776463
    ->  class 0\|2  [0.894]

Rule 57/104: (9.8/0.3, lift 8.8)
    PC2 > 2.5099
    PC18 > -1.711182
    PC18 <= -0.4683644
    PC75 > 0.1757381
    PC77 > -0.04997289
    PC77 <= -0.0251819
    ->  class 0\|2  [0.888]

Rule 57/105: (127.8/17.8, lift 8.4)
    PC7 > -0.7696513
    PC10 <= -2.303228
    PC15 <= 0.7124785
    PC18 <= -0.4683644
    PC19 <= -0.03111507
    PC28 > 0.4295883
    ->  class 0\|2  [0.855]

Rule 57/106: (22.9/2.7, lift 8.4)
    PC18 <= -1.711182
    PC28 <= 0.4295883
    PC39 > -1.445797
    PC78 <= 2.786675
    PC84 > 0.939876
    ->  class 0\|2  [0.852]

Rule 57/107: (4.6, lift 8.4)
    PC7 <= -0.7696513
    PC10 > -2.323852
    PC18 <= -0.4683644
    PC20 <= -3.549603
    ->  class 0\|2  [0.847]

Rule 57/108: (85.8/12.8, lift 8.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 > -0.7696513
    PC18 > -1.711182
    PC18 <= -0.4683644
    PC54 <= 3.096431
    PC80 <= 0.0457203
    PC95 > 0.7484882
    ->  class 0\|2  [0.843]

Rule 57/109: (25.1/3.3, lift 8.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 <= -0.7696513
    PC18 <= -0.4683644
    PC20 > -3.549603
    PC54 <= 3.096431
    PC78 <= -0.0021355
    ->  class 0\|2  [0.841]

Rule 57/110: (45.1/8.6, lift 7.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 > -0.7696513
    PC8 > 0.1128407
    PC18 <= -1.711182
    ->  class 0\|2  [0.795]

Rule 57/111: (43.6/10.3, lift 7.4)
    PC3 <= 1.640775
    PC15 > -0.2495917
    PC18 <= -0.4683644
    PC54 <= 3.096431
    PC78 > 2.786675
    PC79 <= -0.2786686
    ->  class 0\|2  [0.753]

Rule 57/112: (37.6/12.5, lift 6.5)
    PC2 > 2.5099
    PC13 > 1.698335
    PC13 <= 7.236558
    PC18 > -0.4683644
    PC18 <= 1.22969
    PC47 > -0.9183904
    PC86 <= 4.013646
    ->  class 0\|2  [0.659]

Rule 57/113: (404.5/217.7, lift 4.6)
    PC13 > 7.236558
    PC18 > -0.4683644
    PC86 <= 4.013646
    ->  class 0\|2  [0.462]

Rule 57/114: (113.6, lift 9.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC4 > -6.964373
    PC15 <= 0.7124785
    PC18 <= -1.711182
    PC28 <= 0.4295883
    PC72 <= -0.7118475
    PC84 <= 0.939876
    ->  class 0\|3  [0.991]

Rule 57/115: (71/0.1, lift 9.6)
    PC1 <= -0.4726084
    PC4 <= -6.964373
    PC6 <= -0.4625012
    PC7 > -0.5657946
    PC18 <= -2.305537
    PC28 <= 2.985367
    PC84 <= 0.2402775
    PC87 <= 0.1267545
    PC94 > -0.302503
    ->  class 0\|3  [0.984]

Rule 57/116: (125.4/2.9, lift 9.4)
    PC7 > -0.3965189
    PC10 > 3.058069
    PC13 > 7.236558
    PC18 <= 3.718587
    PC19 <= -0.1124453
    PC31 > 0.04042177
    PC58 <= 2.067253
    ->  class 0\|3  [0.969]

Rule 57/117: (4.6, lift 8.2)
    PC13 > 7.236558
    PC31 <= 0.04042177
    PC34 <= -1.924882
    ->  class 0\|3  [0.849]

Rule 57/118: (8173.8/6125.8, lift 2.4)
    PC2 > 2.5099
    ->  class 0\|3  [0.251]

Rule 57/119: (128.8, lift 18.1)
    PC3 > 0.5599917
    PC16 <= -1.1631
    PC32 > 6.056875
    PC43 > -1.756232
    ->  class 1\|0  [0.992]

Rule 57/120: (114.1, lift 18.1)
    PC2 <= 2.5099
    PC3 > 0.5599917
    PC11 <= 2.038316
    PC16 <= 0.8572028
    PC49 > -0.8217391
    PC53 <= -1.978734
    ->  class 1\|0  [0.991]

Rule 57/121: (126.6/0.3, lift 18.1)
    PC2 > 2.5099
    PC3 > 1.640775
    PC5 > -8.077663
    PC15 > 1.700768
    PC21 > -0.2051003
    PC34 > -0.2570373
    PC43 <= 1.005908
    ->  class 1\|0  [0.990]

Rule 57/122: (88.9, lift 18.1)
    PC2 <= 2.5099
    PC3 > 0.5599917
    PC11 <= 2.038316
    PC12 <= 2.218522
    PC16 <= 0.8572028
    PC38 > 0.4350086
    ->  class 1\|0  [0.989]

Rule 57/123: (91.4, lift 18.1)
    PC2 <= 2.5099
    PC3 > 0.5599917
    PC12 > 2.218522
    PC28 <= -0.2577456
    PC38 <= -0.03159698
    ->  class 1\|0  [0.989]

Rule 57/124: (75.7, lift 18.1)
    PC3 > 0.5599917
    PC12 > 2.218522
    PC38 <= -0.03159698
    PC62 <= -0.2572035
    ->  class 1\|0  [0.987]

Rule 57/125: (99.3/1, lift 17.9)
    PC3 > 0.5599917
    PC12 > 2.218522
    PC38 <= -0.03159698
    PC74 > 0.05788165
    ->  class 1\|0  [0.980]

Rule 57/126: (42.9, lift 17.9)
    PC2 <= 2.5099
    PC12 > 2.218522
    PC38 <= -0.03159698
    PC39 > 0.8150619
    ->  class 1\|0  [0.978]

Rule 57/127: (63.9/0.9, lift 17.8)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= 0.9959877
    PC18 <= 0.7419922
    PC55 <= -0.04362642
    PC64 > 0.529495
    PC75 <= 1.271188
    PC88 <= -0.1093986
    PC92 <= 0.4899847
    ->  class 1\|0  [0.972]

Rule 57/128: (442.9/15.8, lift 17.6)
    PC2 <= 2.5099
    PC3 <= 0.5599917
    PC4 > 0.3576043
    PC8 > -1.301106
    PC10 <= 0.7804197
    PC19 > -1.120234
    PC50 > -0.2382705
    PC56 <= 1.749539
    PC82 > -0.5082305
    ->  class 1\|0  [0.962]

Rule 57/129: (23.4, lift 17.6)
    PC3 > 0.5599917
    PC11 <= 2.038316
    PC12 <= 2.218522
    PC15 <= -2.366277
    PC16 <= 0.8572028
    ->  class 1\|0  [0.961]

Rule 57/130: (20.1/0.8, lift 16.8)
    PC2 <= 2.5099
    PC3 <= 0.5599917
    PC4 > 0.3576043
    PC8 > -1.301106
    PC10 > 0.7804197
    PC19 > -1.120234
    PC78 <= -0.1663233
    ->  class 1\|0  [0.920]

Rule 57/131: (31.2/1.8, lift 16.8)
    PC2 <= 2.5099
    PC3 > 0.5599917
    PC11 <= 2.038316
    PC16 <= 0.8572028
    PC38 <= 0.4350086
    PC49 > -0.8217391
    PC74 <= -1.936675
    ->  class 1\|0  [0.917]

Rule 57/132: (7.3, lift 16.3)
    PC2 <= 2.5099
    PC3 > 0.5599917
    PC11 <= 2.038316
    PC16 <= 0.8572028
    PC32 > -1.910907
    PC49 > -0.8217391
    PC51 > 0.8682827
    PC74 > -1.936675
    ->  class 1\|0  [0.893]

Rule 57/133: (67.3/6.5, lift 16.3)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= 0.9959877
    PC18 <= 0.7419922
    PC21 > -0.2051003
    PC22 <= 2.276347
    PC64 > 0.529495
    PC85 > -0.08570915
    PC88 <= -0.1093986
    ->  class 1\|0  [0.892]

Rule 57/134: (19.5/3.7, lift 14.3)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= 0.9959877
    PC51 > -0.3061795
    PC52 <= -0.5876845
    PC64 <= 0.529495
    PC71 > -0.5872617
    ->  class 1\|0  [0.781]

Rule 57/135: (13.1/2.8, lift 13.7)
    PC3 > 0.5651075
    PC8 > -0.5899261
    PC10 <= -0.4934886
    PC11 <= 2.038316
    PC16 <= 0.8572028
    PC18 <= 0.379988
    PC38 <= 0.4350086
    PC49 > -0.8217391
    PC59 <= 1.023718
    PC61 > -0.5167729
    PC69 > -0.598914
    PC74 > -1.936675
    ->  class 1\|0  [0.748]

Rule 57/136: (136.3/0.8, lift 15.5)
    PC3 > 0.5599917
    PC12 > 2.218522
    PC28 > -0.2577456
    PC38 <= -0.03159698
    PC39 <= 0.8150619
    PC62 > -0.2572035
    PC74 <= 0.05788165
    ->  class 1\|1  [0.987]

Rule 57/137: (88.5/1.9, lift 15.2)
    PC2 <= 2.5099
    PC3 <= 0.5599917
    PC4 > 0.3576043
    PC8 > -1.301106
    PC10 > 0.7804197
    PC19 > -1.120234
    PC78 > -0.1663233
    ->  class 1\|1  [0.968]

Rule 57/138: (24, lift 15.1)
    PC2 <= 2.5099
    PC3 <= 0.5599917
    PC4 > 0.3576043
    PC19 <= -1.120234
    PC45 <= 0.165143
    PC56 <= 1.749539
    ->  class 1\|1  [0.959]

Rule 57/139: (20.5, lift 15.0)
    PC2 > 2.5099
    PC3 > 1.640775
    PC15 > 1.700768
    PC34 <= -0.2570373
    ->  class 1\|1  [0.956]

Rule 57/140: (428.9/19.3, lift 15.0)
    PC2 <= 2.5099
    PC3 > 0.5599917
    PC8 > -0.5899261
    PC10 > -0.4934886
    PC11 <= 2.038316
    PC12 <= 2.218522
    PC15 > -2.366277
    PC16 <= 0.8572028
    PC18 <= 0.379988
    PC32 > -1.910907
    PC38 <= 0.4350086
    PC49 > -0.8217391
    PC51 <= 0.8682827
    PC53 > -1.978734
    PC59 <= 1.023718
    PC61 > -0.5167729
    PC64 > -0.8729613
    PC69 > -0.598914
    PC85 <= 0.9492499
    ->  class 1\|1  [0.953]

Rule 57/141: (23/0.7, lift 14.6)
    PC1 > 6.482014
    PC3 <= 0.5599917
    PC4 <= 0.3576043
    PC8 > -5.19668
    PC8 <= 0.06176633
    PC98 > 0.07560576
    ->  class 1\|1  [0.932]

Rule 57/142: (26.5/2.8, lift 13.6)
    PC2 <= 2.5099
    PC3 <= 0.5599917
    PC4 <= 0.3576043
    PC8 > 0.06176633
    PC100 <= -2.221305
    ->  class 1\|1  [0.866]

Rule 57/143: (2.6, lift 12.3)
    PC3 > 0.5599917
    PC32 > 6.056875
    PC43 <= -1.756232
    ->  class 1\|1  [0.784]

Rule 57/144: (70.8/24, lift 10.3)
    PC2 <= 2.5099
    PC3 <= 0.5599917
    PC4 > 0.3576043
    PC8 > -1.301106
    PC19 > -1.120234
    PC50 <= -0.2382705
    ->  class 1\|1  [0.656]

Rule 57/145: (1189.7/670.1, lift 6.9)
    PC2 > 2.5099
    PC3 > 1.640775
    ->  class 1\|1  [0.437]

Rule 57/146: (143.4, lift 15.6)
    PC3 > 0.6983362
    PC6 > -1.781629
    PC7 <= 1.535702
    PC12 > -1.473312
    PC12 <= 2.218522
    PC16 > 0.8572028
    PC32 <= 2.038189
    PC38 <= 0.2851224
    PC65 <= 0.4889981
    PC73 > -0.3351381
    ->  class 1\|2  [0.993]

Rule 57/147: (117.3, lift 15.6)
    PC3 > 0.5599917
    PC7 > 1.535702
    PC16 > 0.8572028
    PC22 > 0.4991874
    PC38 <= 0.2851224
    ->  class 1\|2  [0.992]

Rule 57/148: (81, lift 15.5)
    PC3 > 0.5599917
    PC11 > 2.038316
    PC12 <= 2.218522
    PC16 <= 0.8572028
    PC62 > 0.1183064
    PC89 <= 0.01007881
    ->  class 1\|2  [0.988]

Rule 57/149: (74.3, lift 15.5)
    PC2 <= 2.5099
    PC3 <= 0.5599917
    PC4 > 0.3576043
    PC18 <= -0.2839709
    PC19 <= -1.120234
    PC45 > 0.165143
    ->  class 1\|2  [0.987]

Rule 57/150: (75.5, lift 15.5)
    PC3 > 0.5599917
    PC11 > 2.038316
    PC12 <= 2.218522
    PC13 <= -0.2156336
    PC16 <= 0.8572028
    ->  class 1\|2  [0.987]

Rule 57/151: (67.4, lift 15.5)
    PC2 <= 2.5099
    PC3 > 0.5599917
    PC11 <= 2.038316
    PC12 <= 2.218522
    PC32 <= -1.910907
    PC64 > -0.8729613
    ->  class 1\|2  [0.986]

Rule 57/152: (72.5, lift 15.5)
    PC3 > 0.6983362
    PC6 > -1.781629
    PC12 > -1.473312
    PC16 > 0.8572028
    PC38 <= 0.1777052
    PC41 > 0.08863922
    PC61 <= 0.7707137
    PC80 > -1.360059
    PC90 > -0.7830045
    ->  class 1\|2  [0.986]

Rule 57/153: (71.8, lift 15.5)
    PC3 > 0.5599917
    PC8 > 2.192581
    PC12 <= 2.218522
    PC16 > 0.8572028
    PC38 <= 0.2851224
    ->  class 1\|2  [0.986]

Rule 57/154: (57.3, lift 15.4)
    PC2 <= 2.5099
    PC3 > 0.6983362
    PC7 <= 1.535702
    PC16 > 0.8572028
    PC38 <= 0.2851224
    PC61 > 0.7707137
    ->  class 1\|2  [0.983]

Rule 57/155: (52.8, lift 15.4)
    PC3 > 0.6983362
    PC12 <= -1.473312
    PC16 > 0.8572028
    PC38 <= 0.2851224
    PC93 <= -0.1822856
    ->  class 1\|2  [0.982]

Rule 57/156: (48.3, lift 15.4)
    PC3 > 1.640775
    PC16 > 0.9959877
    PC50 <= -0.3090893
    PC68 > 1.327048
    ->  class 1\|2  [0.980]

Rule 57/157: (41.5, lift 15.3)
    PC2 <= 2.5099
    PC3 > 0.5651075
    PC11 <= 2.038316
    PC12 <= 2.218522
    PC16 <= 0.8572028
    PC64 <= -0.8729613
    ->  class 1\|2  [0.977]

Rule 57/158: (170.4/3.1, lift 15.3)
    PC3 > 8.896361
    PC16 > 0.9959877
    PC25 <= 0.5164674
    ->  class 1\|2  [0.976]

Rule 57/159: (37.6, lift 15.3)
    PC1 > 8.373149
    PC3 > 0.5599917
    PC11 <= 2.038316
    PC32 <= 6.056875
    PC69 <= -0.598914
    ->  class 1\|2  [0.975]

Rule 57/160: (38.4, lift 15.3)
    PC2 > 2.5099
    PC3 > 1.640775
    PC3 <= 8.896361
    PC16 > 0.9959877
    PC50 > -0.3090893
    ->  class 1\|2  [0.975]

Rule 57/161: (34.4, lift 15.3)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 > 0.9959877
    PC82 <= -0.5374946
    ->  class 1\|2  [0.973]

Rule 57/162: (32.6, lift 15.2)
    PC3 > 0.5599917
    PC11 > 2.038316
    PC16 <= 0.8572028
    PC28 <= -0.02912438
    ->  class 1\|2  [0.971]

Rule 57/163: (86.5/1.7, lift 15.2)
    PC1 > 6.482014
    PC3 <= 0.5599917
    PC4 <= 0.3576043
    PC8 > -5.19668
    PC8 <= 0.06176633
    PC98 <= 0.07560576
    ->  class 1\|2  [0.969]

Rule 57/164: (28.9, lift 15.2)
    PC2 > 2.5099
    PC3 <= 8.896361
    PC5 <= -6.652731
    PC16 > 0.9959877
    ->  class 1\|2  [0.968]

Rule 57/165: (26.8, lift 15.1)
    PC3 > 0.5599917
    PC16 > -1.1631
    PC32 > 6.056875
    ->  class 1\|2  [0.965]

Rule 57/166: (60/2.2, lift 14.9)
    PC2 > 2.5099
    PC3 > 1.640775
    PC12 > -0.8797344
    PC16 <= 0.9959877
    PC51 <= -0.3061795
    PC97 <= 1.535991
    ->  class 1\|2  [0.949]

Rule 57/167: (20.4/0.2, lift 14.9)
    PC2 <= 2.5099
    PC3 > 0.5599917
    PC13 > -0.2156336
    PC33 > 0.9062011
    ->  class 1\|2  [0.947]

Rule 57/168: (179.3/10.2, lift 14.7)
    PC3 > 0.5599917
    PC6 > -1.781629
    PC10 > -0.2465185
    PC12 > -1.473312
    PC12 <= 2.218522
    PC16 > 0.8572028
    PC27 <= 0.9545083
    PC38 <= 0.1777052
    PC65 <= 0.4889981
    PC67 > -0.3663423
    PC84 > -0.4672392
    PC87 > -0.06414759
    PC90 > -0.7830045
    ->  class 1\|2  [0.938]

Rule 57/169: (33.7/1.3, lift 14.7)
    PC3 > 0.5599917
    PC12 <= 2.218522
    PC38 <= 0.4350086
    PC49 > -0.8217391
    PC59 > 1.023718
    PC64 > -0.8729613
    PC74 > -1.936675
    ->  class 1\|2  [0.936]

Rule 57/170: (22.1/0.7, lift 14.6)
    PC2 <= 2.5099
    PC3 > 0.5599917
    PC8 <= -0.5899261
    PC11 <= 2.038316
    PC16 <= 0.8572028
    PC18 <= 0.379988
    ->  class 1\|2  [0.931]

Rule 57/171: (31.6/1.5, lift 14.5)
    PC2 <= 2.5099
    PC3 > 0.5599917
    PC11 <= 2.038316
    PC15 > -2.366277
    PC16 <= 0.8572028
    PC32 <= 6.056875
    PC49 <= -0.8217391
    PC69 > -0.598914
    ->  class 1\|2  [0.926]

Rule 57/172: (62.8/4.2, lift 14.4)
    PC2 <= 2.5099
    PC3 > 0.5599917
    PC11 <= 2.038316
    PC38 <= 0.4350086
    PC74 > -1.936675
    PC85 > 0.9492499
    ->  class 1\|2  [0.920]

Rule 57/173: (8.1, lift 14.1)
    PC3 > 1.640775
    PC18 > 0.4743243
    PC50 <= -0.3090893
    ->  class 1\|2  [0.901]

Rule 57/174: (39.5/5.4, lift 13.3)
    PC3 > 0.5599917
    PC5 > 2.130647
    PC12 > 2.218522
    PC32 <= 6.056875
    PC38 > -0.03159698
    ->  class 1\|2  [0.846]

Rule 57/175: (15.8/2, lift 13.1)
    PC2 <= 2.5099
    PC3 > 0.5651075
    PC15 > -2.366277
    PC16 <= 0.8572028
    PC18 <= 0.379988
    PC32 <= 6.056875
    PC49 > -0.8217391
    PC61 <= -0.5167729
    PC69 > -0.598914
    PC74 > -1.936675
    ->  class 1\|2  [0.832]

Rule 57/176: (149.3/71.5, lift 8.2)
    PC2 <= 2.5099
    PC4 <= 0.3576043
    PC8 > 0.06176633
    PC52 <= -0.4515938
    PC100 > -2.221305
    ->  class 1\|2  [0.521]

Rule 57/177: (130.8/0.3, lift 20.4)
    PC2 <= 2.5099
    PC3 > 0.5599917
    PC12 <= 2.218522
    PC16 > 0.8572028
    PC38 > 0.2851224
    PC68 <= 1.005476
    ->  class 1\|3  [0.990]

Rule 57/178: (122.9/0.8, lift 20.3)
    PC3 > 0.5599917
    PC11 > 2.038316
    PC13 > -0.2156336
    PC16 <= 0.8572028
    PC28 > -0.02912438
    PC33 <= 0.9062011
    PC62 <= 0.1183064
    ->  class 1\|3  [0.986]

Rule 57/179: (66.5, lift 20.3)
    PC1 <= 8.373149
    PC2 <= 2.5099
    PC3 > 0.5599917
    PC16 <= 0.8572028
    PC32 <= 6.056875
    PC69 <= -0.598914
    PC93 > -0.9131173
    ->  class 1\|3  [0.985]

Rule 57/180: (209/2.8, lift 20.3)
    PC3 > 0.6983362
    PC7 <= 1.535702
    PC12 <= -1.473312
    PC16 > 0.8572028
    PC61 <= 0.7707137
    PC93 > -0.1822856
    ->  class 1\|3  [0.982]

Rule 57/181: (46.2, lift 20.2)
    PC2 <= 2.5099
    PC3 > 0.5599917
    PC7 <= 1.535702
    PC10 <= -0.2465185
    PC12 > -1.473312
    PC32 <= 2.038189
    PC73 <= -0.3351381
    ->  class 1\|3  [0.979]

Rule 57/182: (43.8, lift 20.2)
    PC1 <= 5.464444
    PC2 <= 2.5099
    PC7 <= -2.662353
    PC8 > -3.501955
    PC24 <= 2.124421
    PC28 > -0.2747726
    PC51 > 0.6108328
    ->  class 1\|3  [0.978]

Rule 57/183: (31, lift 20.0)
    PC1 > 5.464444
    PC1 <= 6.482014
    PC4 <= 0.3576043
    PC8 > -5.19668
    PC8 <= 0.06176633
    ->  class 1\|3  [0.970]

Rule 57/184: (131.7/3.8, lift 19.9)
    PC2 > 2.5099
    PC3 > 1.640775
    PC3 <= 8.896361
    PC5 > -6.652731
    PC18 <= 0.4743243
    PC50 <= -0.3090893
    PC68 <= 1.327048
    PC82 > -0.5374946
    ->  class 1\|3  [0.964]

Rule 57/185: (25.7/0.1, lift 19.8)
    PC2 <= 2.5099
    PC3 > 0.5599917
    PC7 <= 1.535702
    PC8 <= 2.192581
    PC68 <= 1.005476
    PC80 <= -1.360059
    ->  class 1\|3  [0.960]

Rule 57/186: (13.3/0.3, lift 18.9)
    PC3 <= 0.5599917
    PC4 > 0.3576043
    PC18 > -0.2839709
    PC19 <= -1.120234
    PC45 > 0.165143
    PC56 <= 1.749539
    ->  class 1\|3  [0.915]

Rule 57/187: (19.1/2.1, lift 17.6)
    PC3 > 0.5599917
    PC5 <= 2.130647
    PC12 > 2.218522
    PC38 > -0.03159698
    ->  class 1\|3  [0.852]

Rule 57/188: (2396.1/1604.2, lift 6.8)
    PC2 <= 2.5099
    PC3 > 0.5599917
    PC32 <= 6.056875
    ->  class 1\|3  [0.331]

Rule 57/189: (421.4, lift 14.9)
    PC2 > 0.2443389
    PC2 <= 2.5099
    PC3 <= 0.5599917
    PC4 <= 0.3576043
    PC18 > 0.1897344
    ->  class 2\|0  [0.998]

Rule 57/190: (427.7/0.7, lift 14.9)
    PC2 <= 2.5099
    PC3 > 0.3461719
    PC3 <= 0.5599917
    PC8 > 0.06176633
    PC10 <= -0.1386338
    PC16 > -0.7868327
    ->  class 2\|0  [0.996]

Rule 57/191: (92.1, lift 14.8)
    PC2 <= 2.5099
    PC3 <= 0.5599917
    PC8 > 0.2657993
    PC10 <= -0.1386338
    PC20 <= 0.224894
    PC76 > 0.3019936
    ->  class 2\|0  [0.989]

Rule 57/192: (114.1/2, lift 14.6)
    PC3 <= 0.5599917
    PC8 > 0.5035633
    PC8 <= 2.28864
    PC10 <= -0.1386338
    PC12 > -0.9480676
    PC19 <= -0.4070463
    PC74 > -0.5017077
    ->  class 2\|0  [0.974]

Rule 57/193: (22.1, lift 14.3)
    PC2 <= 0.2443389
    PC3 <= 0.5599917
    PC8 > 0.06176633
    PC10 <= -0.1386338
    PC16 <= -0.7868327
    PC20 <= 0.224894
    ->  class 2\|0  [0.959]

Rule 57/194: (16.5, lift 14.1)
    PC2 <= 2.5099
    PC3 <= 0.5599917
    PC8 > 0.06176633
    PC8 <= 2.28864
    PC10 > -0.1386338
    PC31 <= -0.4144218
    PC44 > 0.8688231
    ->  class 2\|0  [0.945]

Rule 57/195: (25.9/12.6, lift 7.6)
    PC2 <= 2.5099
    PC4 > 0.3576043
    PC56 > 1.749539
    ->  class 2\|0  [0.510]

Rule 57/196: (1993.8/1241.8, lift 5.6)
    PC8 > 2.28864
    ->  class 2\|0  [0.377]

Rule 57/197: (199.8, lift 10.5)
    PC3 <= 0.5599917
    PC8 > 1.443925
    PC8 <= 2.28864
    PC10 > -0.1386338
    PC12 > -2.780835
    PC20 <= 0.185473
    PC24 <= 1.822477
    PC40 > -1.133084
    PC44 <= 0.7312034
    PC52 > -0.4515938
    PC66 <= 0.6346377
    ->  class 2\|1  [0.995]

Rule 57/198: (108.9, lift 10.5)
    PC2 <= 0.2443389
    PC4 <= 0.3576043
    PC8 > 0.06176633
    PC8 <= 2.28864
    PC10 > -0.1386338
    PC12 > -2.179018
    PC19 <= 3.281082
    PC20 <= 0.185473
    PC24 <= 1.822477
    PC28 <= -0.05559533
    PC31 > -0.8658096
    PC44 <= 0.7312034
    ->  class 2\|1  [0.991]

Rule 57/199: (95.3, lift 10.5)
    PC2 <= 0.2443389
    PC3 <= 0.5599917
    PC4 <= 0.3576043
    PC8 > 0.06176633
    PC8 <= 2.28864
    PC12 > -2.179018
    PC20 <= 0.185473
    PC22 > -0.8983377
    PC24 <= 1.822477
    PC27 > -0.9075571
    PC40 > -1.133084
    PC42 <= -0.4480487
    PC44 <= 0.7312034
    PC66 <= 0.6346377
    PC100 > -2.221305
    ->  class 2\|1  [0.990]

Rule 57/200: (102.6, lift 10.5)
    PC3 <= 0.5599917
    PC8 > 2.28864
    PC11 <= -0.9337804
    PC52 > -0.4515938
    ->  class 2\|1  [0.990]

Rule 57/201: (103.6, lift 10.5)
    PC3 <= 0.5599917
    PC8 > 2.28864
    PC12 <= 2.76642
    PC13 <= -0.3208919
    PC32 <= -1.640972
    PC62 > -1.350312
    PC95 > -0.6580613
    PC99 > -1.303317
    ->  class 2\|1  [0.990]

Rule 57/202: (91.4, lift 10.5)
    PC2 <= 2.5099
    PC3 <= 0.5599917
    PC4 <= 0.3576043
    PC8 > 0.06176633
    PC8 <= 2.28864
    PC12 > -2.780835
    PC20 <= 0.185473
    PC28 > -0.05559533
    PC31 > -1.10688
    PC40 > -1.133084
    PC84 <= -0.4340452
    ->  class 2\|1  [0.989]

Rule 57/203: (120.9/0.6, lift 10.4)
    PC4 <= 0.3576043
    PC7 > -0.1741467
    PC8 > 0.06176633
    PC8 <= 2.28864
    PC10 > -0.1386338
    PC23 <= 1.494871
    PC31 > -0.4144218
    PC44 > 0.8688231
    PC79 <= 0.2361963
    ->  class 2\|1  [0.987]

Rule 57/204: (252.8/2.8, lift 10.4)
    PC3 <= 0.5599917
    PC4 <= 0.3576043
    PC8 > 2.28864
    PC8 <= 6.733184
    PC15 > -1.253256
    PC40 > -1.646721
    PC52 > -0.1888486
    PC60 <= -0.4647856
    ->  class 2\|1  [0.985]

Rule 57/205: (177/1.8, lift 10.4)
    PC2 <= 2.5099
    PC3 <= 0.5599917
    PC4 <= 0.3576043
    PC8 > 0.06176633
    PC8 <= 2.28864
    PC10 > -0.1386338
    PC12 > -2.780835
    PC20 <= 0.185473
    PC31 > -1.10688
    PC44 <= 0.8688231
    PC52 > -0.4515938
    PC62 > -1.319855
    PC89 <= -0.2985263
    PC100 > -2.221305
    ->  class 2\|1  [0.984]

Rule 57/206: (48, lift 10.4)
    PC2 <= 2.5099
    PC3 <= 0.5599917
    PC4 <= 0.3576043
    PC8 > 0.06176633
    PC8 <= 2.28864
    PC12 > -2.780835
    PC24 <= 1.822477
    PC31 > -1.10688
    PC59 > 0.654796
    PC100 > -2.221305
    ->  class 2\|1  [0.980]

Rule 57/207: (178.6/2.9, lift 10.3)
    PC3 <= 0.5599917
    PC4 <= 0.3576043
    PC8 > 2.28864
    PC52 > 0.02556114
    PC60 <= -0.4647856
    ->  class 2\|1  [0.979]

Rule 57/208: (46.8, lift 10.3)
    PC2 <= 2.5099
    PC3 <= 0.5599917
    PC8 > 0.06176633
    PC11 > -0.9337804
    PC21 > -0.01498057
    PC74 <= -0.2667014
    PC84 <= -0.1397391
    PC100 > -2.221305
    ->  class 2\|1  [0.979]

Rule 57/209: (80.7/0.9, lift 10.3)
    PC3 <= 0.5599917
    PC8 > 0.06176633
    PC10 > -0.1386338
    PC12 > -2.780835
    PC20 > 0.185473
    PC30 <= -0.07971685
    PC31 > -1.10688
    PC52 > -0.4515938
    PC62 > 0.08974928
    PC81 > -0.4322264
    PC99 <= 0.5628072
    ->  class 2\|1  [0.977]

Rule 57/210: (39.1, lift 10.3)
    PC3 <= 0.5599917
    PC8 > 1.736993
    PC12 <= -2.780835
    ->  class 2\|1  [0.976]

Rule 57/211: (148.9/2.8, lift 10.3)
    PC2 <= 2.5099
    PC3 <= 0.3461719
    PC8 > 0.2657993
    PC8 <= 2.28864
    PC10 <= -0.1386338
    PC16 > -0.7868327
    PC19 > -0.4070463
    PC20 <= 0.224894
    PC76 <= 0.3019936
    PC85 > -1.427527
    ->  class 2\|1  [0.975]

Rule 57/212: (37.3, lift 10.3)
    PC2 <= 2.5099
    PC4 <= 0.3576043
    PC8 > -1.645757
    PC13 <= -0.8909437
    PC57 > 0.002146944
    ->  class 2\|1  [0.975]

Rule 57/213: (217.2/5.2, lift 10.3)
    PC2 <= 2.5099
    PC3 <= 0.5599917
    PC4 <= 0.3576043
    PC8 > 0.06176633
    PC8 <= 2.28864
    PC10 > -0.1386338
    PC12 > -2.179018
    PC20 <= 0.185473
    PC22 > -0.8983377
    PC31 > -0.8658096
    PC40 > -1.133084
    PC44 <= 0.7312034
    PC52 > -0.4515938
    PC62 > 0.07116681
    PC66 <= 0.6346377
    PC100 > -2.221305
    ->  class 2\|1  [0.972]

Rule 57/214: (98.8/1.9, lift 10.3)
    PC3 <= 0.5599917
    PC8 > 2.28864
    PC12 <= -1.306632
    PC59 <= 0.311226
    ->  class 2\|1  [0.971]

Rule 57/215: (31.3, lift 10.2)
    PC2 <= 2.5099
    PC3 <= 0.5599917
    PC4 <= 0.3576043
    PC8 > 0.06176633
    PC47 > 0.8095334
    PC52 > -0.4515938
    PC59 <= 0.311226
    ->  class 2\|1  [0.970]

Rule 57/216: (125.9/3.2, lift 10.2)
    PC3 <= 0.5599917
    PC8 > 2.28864
    PC21 <= -0.01498057
    PC40 > -1.646721
    PC46 <= 1.258717
    PC47 <= 0.8095334
    ->  class 2\|1  [0.967]

Rule 57/217: (28.2, lift 10.2)
    PC2 <= 2.5099
    PC3 <= 0.5599917
    PC4 <= 0.3576043
    PC8 > 0.06176633
    PC12 > -1.306632
    PC32 > -1.640972
    PC41 <= 1.617613
    PC52 > -0.4515938
    PC60 > -0.4647856
    PC74 <= -0.6617889
    PC75 <= 0.3084
    ->  class 2\|1  [0.967]

Rule 57/218: (22.7, lift 10.1)
    PC2 <= -9.55354
    ->  class 2\|1  [0.960]

Rule 57/219: (22.2, lift 10.1)
    PC2 <= 2.5099
    PC3 <= 0.5599917
    PC8 > 0.06176633
    PC44 <= 0.8688231
    PC92 <= -1.006506
    ->  class 2\|1  [0.959]

Rule 57/220: (143.7/5.4, lift 10.1)
    PC3 <= 0.5599917
    PC8 > 2.28864
    PC20 > -0.04006144
    PC40 > -1.646721
    PC60 <= -0.4647856
    ->  class 2\|1  [0.956]

Rule 57/221: (18.6, lift 10.1)
    PC3 <= 0.5599917
    PC8 > 0.06176633
    PC8 <= 2.28864
    PC26 <= -3.325578
    PC52 > -0.4515938
    PC100 > -2.221305
    ->  class 2\|1  [0.952]

Rule 57/222: (16, lift 10.0)
    PC3 <= 0.5599917
    PC8 > 2.28864
    PC59 > 0.311226
    PC60 > -0.4647856
    ->  class 2\|1  [0.944]

Rule 57/223: (10.1, lift 9.7)
    PC3 <= 0.5599917
    PC8 > 0.06176633
    PC8 <= 2.28864
    PC10 <= -0.1386338
    PC12 <= -0.9480676
    PC19 <= -0.4070463
    PC52 > -0.4515938
    PC100 > -2.221305
    ->  class 2\|1  [0.917]

Rule 57/224: (8.8, lift 9.6)
    PC3 <= 0.5599917
    PC8 > 0.06176633
    PC16 > -0.80718
    PC20 > 0.185473
    PC26 > 2.889466
    ->  class 2\|1  [0.907]

Rule 57/225: (7.9, lift 9.5)
    PC8 > 2.28864
    PC32 > -1.640972
    PC41 > 1.617613
    PC74 <= -0.2667014
    ->  class 2\|1  [0.899]

Rule 57/226: (62.7/5.6, lift 9.5)
    PC2 <= 0.2443389
    PC8 > 0.06176633
    PC8 <= 2.28864
    PC10 > -0.1386338
    PC12 > -2.780835
    PC16 > -0.80718
    PC26 <= 2.889466
    PC30 > -0.07971685
    PC31 > -1.10688
    PC44 <= 0.8688231
    PC52 > -0.4515938
    PC59 <= 0.654796
    PC64 <= -0.1002095
    PC79 <= 0.1424715
    ->  class 2\|1  [0.897]

Rule 57/227: (21.3/1.4, lift 9.5)
    PC2 <= 2.5099
    PC3 <= 0.5599917
    PC4 <= 0.3576043
    PC8 > 0.06176633
    PC12 > -1.306632
    PC60 > -0.4647856
    PC82 > 0.4881443
    ->  class 2\|1  [0.895]

Rule 57/228: (36.1/3.5, lift 9.3)
    PC2 <= 2.5099
    PC3 <= 0.5599917
    PC4 <= 0.3576043
    PC8 > 0.06176633
    PC12 > -1.306632
    PC15 > 1.856179
    PC32 > -1.640972
    PC74 > -0.2667014
    ->  class 2\|1  [0.881]

Rule 57/229: (10.5/0.6, lift 9.2)
    PC2 <= 2.5099
    PC4 <= 0.3576043
    PC8 > 0.06176633
    PC12 > -2.780835
    PC16 > -0.80718
    PC17 > 0.5226455
    PC20 > 0.185473
    PC30 > -0.07971685
    ->  class 2\|1  [0.875]

Rule 57/230: (26.9/3.5, lift 8.9)
    PC2 <= 2.5099
    PC8 > -1.645757
    PC8 <= 0.06176633
    PC21 > 1.559848
    PC40 <= 0.2721778
    PC57 <= 0.002146944
    PC87 > -0.8510116
    ->  class 2\|1  [0.846]

Rule 57/231: (196.2/39.1, lift 8.4)
    PC2 <= 2.5099
    PC3 <= 0.5599917
    PC4 <= 0.3576043
    PC8 > 0.06176633
    PC12 > -1.306632
    PC21 > -0.01498057
    PC59 <= 0.311226
    PC74 <= -0.2667014
    PC75 > 0.3084
    ->  class 2\|1  [0.798]

Rule 57/232: (32.9/6.4, lift 8.3)
    PC2 <= 2.5099
    PC3 <= 0.5599917
    PC8 > 0.06176633
    PC10 > -0.1386338
    PC12 > -2.780835
    PC20 > 0.185473
    PC31 > -1.10688
    PC52 > -0.4515938
    PC79 > 0.1424715
    ->  class 2\|1  [0.788]

Rule 57/233: (113.5/25.5, lift 8.1)
    PC3 <= 0.5599917
    PC4 <= 0.3576043
    PC8 > 2.28864
    PC46 > 1.258717
    ->  class 2\|1  [0.770]

Rule 57/234: (34.6/7.9, lift 8.0)
    PC1 <= 5.464444
    PC2 <= 2.5099
    PC3 <= 0.5599917
    PC8 > -1.645757
    PC8 <= 0.06176633
    PC27 > -0.5742254
    PC57 > 0.002146944
    PC68 <= -1.517411
    ->  class 2\|1  [0.757]

Rule 57/235: (25/5.9, lift 7.9)
    PC1 <= 5.464444
    PC2 <= 2.5099
    PC3 <= 0.5599917
    PC8 > -1.645757
    PC8 <= 0.06176633
    PC27 > -0.5742254
    PC46 > 1.480868
    PC57 > 0.002146944
    ->  class 2\|1  [0.745]

Rule 57/236: (50.5/13.5, lift 7.7)
    PC2 <= 2.5099
    PC3 <= 0.5599917
    PC4 <= 0.3576043
    PC8 > -1.645757
    PC8 <= 0.06176633
    PC27 <= -0.5742254
    PC41 <= 0.9434791
    PC46 <= 1.521844
    PC57 > 0.002146944
    PC70 <= 0.2109899
    ->  class 2\|1  [0.724]

Rule 57/237: (117.1/40.5, lift 6.9)
    PC2 <= 2.5099
    PC8 > -1.645757
    PC57 <= 0.002146944
    PC87 <= -0.8510116
    ->  class 2\|1  [0.652]

Rule 57/238: (54.9/21.9, lift 6.3)
    PC1 <= 5.464444
    PC2 <= 2.5099
    PC3 <= 0.5599917
    PC4 <= 0.3576043
    PC8 > -1.645757
    PC8 <= 0.06176633
    PC19 > -3.72969
    PC32 > 1.49221
    ->  class 2\|1  [0.598]

Rule 57/239: (353.1, lift 11.3)
    PC1 <= 5.464444
    PC2 > -8.745837
    PC2 <= -0.9051542
    PC4 <= 0.3576043
    PC8 > -1.645757
    PC8 <= 0.06176633
    PC14 > -2.588738
    PC21 <= 1.559848
    PC32 <= 0.6688672
    PC57 <= 0.002146944
    PC60 <= -0.07596271
    PC87 > -0.8510116
    PC100 <= 2.711829
    ->  class 2\|2  [0.997]

Rule 57/240: (346.9/1.7, lift 11.3)
    PC1 <= 5.464444
    PC2 > -8.745837
    PC2 <= 2.5099
    PC3 <= 0.5599917
    PC4 <= 0.3576043
    PC6 <= 2.77764
    PC8 > -1.645757
    PC8 <= 0.06176633
    PC14 > -2.588738
    PC21 <= 1.559848
    PC32 <= 0.6688672
    PC57 <= 0.002146944
    PC83 > -0.7510058
    PC87 > -0.8510116
    PC100 <= 2.711829
    ->  class 2\|2  [0.992]

Rule 57/241: (54.9, lift 11.2)
    PC8 > -3.501955
    PC8 <= -1.645757
    PC9 > 7.574051
    PC51 <= 0.6108328
    PC57 <= 0.3726185
    ->  class 2\|2  [0.982]

Rule 57/242: (50, lift 11.2)
    PC4 <= 0.3576043
    PC8 > -1.645757
    PC8 <= 0.06176633
    PC20 <= 0.07252375
    PC21 > 1.559848
    PC40 > 0.2721778
    PC57 <= 0.002146944
    ->  class 2\|2  [0.981]

Rule 57/243: (47, lift 11.1)
    PC1 <= 5.464444
    PC2 <= 2.5099
    PC3 <= 0.5599917
    PC4 <= 0.3576043
    PC8 > -1.645757
    PC8 <= 0.06176633
    PC27 <= -0.5742254
    PC70 > 0.2109899
    ->  class 2\|2  [0.980]

Rule 57/244: (50.5/0.4, lift 11.1)
    PC2 <= 2.5099
    PC8 > -3.501955
    PC8 <= 0.06176633
    PC60 <= 0.3107418
    PC88 <= 0.9124815
    PC94 <= -1.321061
    ->  class 2\|2  [0.972]

Rule 57/245: (147.1/3.3, lift 11.1)
    PC1 <= -2.410257
    PC8 > -3.501955
    PC8 <= -1.645757
    PC40 <= -0.07825629
    PC42 > -0.7201476
    PC60 <= 0.3107418
    PC64 > -0.4586444
    PC78 > -0.3609338
    PC88 > -0.2962173
    PC95 <= 0.5833812
    ->  class 2\|2  [0.971]

Rule 57/246: (114.1/2.7, lift 11.0)
    PC8 > 0.06176633
    PC8 <= 1.736993
    PC10 > -0.1386338
    PC12 <= -2.780835
    PC26 > -3.325578
    PC44 <= 0.8688231
    PC52 > -0.4515938
    PC92 > -1.006506
    ->  class 2\|2  [0.968]

Rule 57/247: (76.2/1.6, lift 11.0)
    PC1 <= 5.464444
    PC2 <= 2.5099
    PC3 <= 0.5599917
    PC4 <= 0.3576043
    PC8 > -3.501955
    PC8 <= 0.06176633
    PC60 <= 0.3107418
    PC97 <= -0.5201886
    ->  class 2\|2  [0.967]

Rule 57/248: (215.7/6.3, lift 11.0)
    PC1 <= 5.464444
    PC2 > -9.55354
    PC2 <= 2.5099
    PC3 <= 0.5599917
    PC4 <= 0.3576043
    PC8 > -1.645757
    PC8 <= 0.06176633
    PC14 > -2.588738
    PC19 > -3.72969
    PC21 <= 1.559848
    PC57 <= 0.002146944
    PC87 > -0.8510116
    PC89 <= 0.09579754
    ->  class 2\|2  [0.966]

Rule 57/249: (79.9/1.9, lift 11.0)
    PC1 <= -1.360922
    PC8 > -1.645757
    PC8 <= 0.06176633
    PC32 <= 1.49221
    PC35 <= 2.711159
    PC44 <= -0.474933
    PC46 <= 1.480868
    PC57 > 0.002146944
    ->  class 2\|2  [0.964]

Rule 57/250: (37.8/0.6, lift 10.9)
    PC7 > -0.652876
    PC8 <= -1.645757
    PC9 > 7.574051
    ->  class 2\|2  [0.961]

Rule 57/251: (22.8, lift 10.9)
    PC3 <= 0.5599917
    PC4 <= 0.3576043
    PC8 > 0.06176633
    PC8 <= 1.443925
    PC12 > -2.780835
    PC12 <= -2.179018
    PC19 <= 3.281082
    PC89 > -0.2985263
    PC100 > -2.221305
    ->  class 2\|2  [0.960]

Rule 57/252: (22, lift 10.9)
    PC2 <= 2.5099
    PC3 <= 0.5599917
    PC4 <= -0.2864313
    PC8 > -1.645757
    PC8 <= 0.06176633
    PC13 > -0.8909437
    PC27 > -0.5742254
    PC46 <= 1.480868
    PC54 <= 1.308325
    PC74 > 0.2293723
    ->  class 2\|2  [0.958]

Rule 57/253: (21.8, lift 10.9)
    PC2 <= 0.2443389
    PC3 <= 0.5599917
    PC8 > 0.06176633
    PC8 <= 1.443925
    PC20 <= 0.185473
    PC22 <= -0.8983377
    PC28 > -0.05559533
    PC31 > -0.8658096
    PC52 > -0.4515938
    PC84 > -0.4340452
    ->  class 2\|2  [0.958]

Rule 57/254: (20.2, lift 10.9)
    PC1 <= 5.464444
    PC2 <= 2.5099
    PC3 <= 0.5599917
    PC8 > -1.645757
    PC8 <= 0.06176633
    PC54 > 1.308325
    PC57 > 0.002146944
    ->  class 2\|2  [0.955]

Rule 57/255: (19.7, lift 10.9)
    PC8 > 0.06176633
    PC8 <= 2.28864
    PC9 <= -2.270696
    PC44 <= 0.8688231
    PC62 <= -1.319855
    ->  class 2\|2  [0.954]

Rule 57/256: (18.9, lift 10.8)
    PC2 <= 2.5099
    PC3 <= 0.5599917
    PC8 > 0.06176633
    PC8 <= 2.28864
    PC10 <= -0.1386338
    PC85 <= -1.427527
    ->  class 2\|2  [0.952]

Rule 57/257: (17.5, lift 10.8)
    PC1 <= 5.464444
    PC2 <= 2.5099
    PC3 <= 0.5599917
    PC4 <= 0.3576043
    PC8 > -1.645757
    PC8 <= 0.06176633
    PC44 > -0.474933
    PC68 > -1.517411
    PC100 <= -1.668657
    ->  class 2\|2  [0.949]

Rule 57/258: (199.7/10.2, lift 10.7)
    PC2 <= 2.5099
    PC3 <= 0.5599917
    PC4 <= 0.3576043
    PC8 > 0.06176633
    PC8 <= 2.28864
    PC10 > -0.1386338
    PC17 <= 0.5226455
    PC20 > 0.185473
    PC26 <= 2.889466
    PC30 > -0.07971685
    PC44 <= 0.8688231
    PC52 > -0.4515938
    PC59 <= 0.654796
    PC64 > -0.1002095
    PC79 <= 0.1424715
    ->  class 2\|2  [0.945]

Rule 57/259: (14.2, lift 10.7)
    PC2 <= 2.5099
    PC3 <= 0.5599917
    PC8 > 0.06176633
    PC8 <= 2.28864
    PC16 > -0.80718
    PC20 > 0.185473
    PC30 <= -0.07971685
    PC99 > 0.5628072
    ->  class 2\|2  [0.937]

Rule 57/260: (12.7, lift 10.6)
    PC2 <= 2.5099
    PC3 <= 0.5599917
    PC4 <= 0.3576043
    PC8 > 0.06176633
    PC8 <= 2.28864
    PC20 > 0.185473
    PC52 > -0.4515938
    PC81 <= -0.4322264
    PC100 > -2.221305
    ->  class 2\|2  [0.932]

Rule 57/261: (118.1/7.4, lift 10.6)
    PC1 <= 5.464444
    PC2 <= 2.5099
    PC8 > -3.501955
    PC8 <= -1.645757
    PC24 <= 2.124421
    PC40 <= -0.07825629
    PC42 > -0.7201476
    PC52 > -0.06065113
    PC60 <= 0.3107418
    PC64 > -0.4586444
    PC78 > -0.3609338
    PC88 > -0.2962173
    PC95 <= 0.5833812
    ->  class 2\|2  [0.930]

Rule 57/262: (18.8/1, lift 10.3)
    PC1 <= 5.464444
    PC2 <= 2.5099
    PC8 > -3.501955
    PC8 <= -1.645757
    PC9 <= 7.574051
    PC46 > 1.400982
    PC60 > 0.3107418
    ->  class 2\|2  [0.906]

Rule 57/263: (8.3, lift 10.3)
    PC4 <= 0.3576043
    PC8 > 0.06176633
    PC8 <= 1.443925
    PC20 <= 0.185473
    PC31 > -1.10688
    PC31 <= -0.8658096
    PC89 > -0.2985263
    ->  class 2\|2  [0.903]

Rule 57/264: (8, lift 10.2)
    PC2 <= 2.5099
    PC8 > 0.06176633
    PC23 > 1.494871
    PC24 <= 1.822477
    PC44 > 0.8688231
    ->  class 2\|2  [0.900]

Rule 57/265: (22.5/1.5, lift 10.2)
    PC2 <= 2.5099
    PC3 <= 0.5599917
    PC4 <= 0.3576043
    PC8 > 0.06176633
    PC8 <= 2.28864
    PC10 > -0.1386338
    PC62 > -1.319855
    PC66 > 0.6346377
    PC89 > -0.2985263
    ->  class 2\|2  [0.899]

Rule 57/266: (16.7/1, lift 10.2)
    PC8 > -3.501955
    PC8 <= -1.645757
    PC21 <= -0.7748326
    PC36 > 0.1539692
    PC60 > 0.3107418
    ->  class 2\|2  [0.893]

Rule 57/267: (96.2/9.5, lift 10.2)
    PC1 <= 5.464444
    PC2 <= 2.5099
    PC3 <= 0.5599917
    PC4 <= 0.3576043
    PC8 > -1.645757
    PC8 <= 0.06176633
    PC12 <= 2.348738
    PC18 <= 0.718424
    PC19 > -3.72969
    PC27 > -0.5742254
    PC46 <= 1.480868
    PC51 > -0.06330171
    PC57 > 0.002146944
    PC61 <= 0.336526
    PC68 > -1.517411
    PC74 <= 0.2293723
    ->  class 2\|2  [0.893]

Rule 57/268: (20.4/1.5, lift 10.1)
    PC2 <= 0.2443389
    PC4 <= 0.3576043
    PC8 > 0.06176633
    PC8 <= 0.2657993
    PC10 <= -0.1386338
    PC52 > -0.4515938
    PC100 > -2.221305
    ->  class 2\|2  [0.890]

Rule 57/269: (11.8/0.7, lift 10.0)
    PC8 > -3.501955
    PC8 <= -1.645757
    PC26 > 2.750897
    PC36 <= 0.1539692
    PC60 > 0.3107418
    PC63 > -0.3286172
    ->  class 2\|2  [0.876]

Rule 57/270: (5.1, lift 9.8)
    PC2 <= 2.5099
    PC3 <= 0.5599917
    PC4 > 0.3576043
    PC8 > -1.301106
    PC82 <= -0.5082305
    ->  class 2\|2  [0.859]

Rule 57/271: (9.5/0.6, lift 9.8)
    PC2 <= 2.5099
    PC8 <= 1.443925
    PC27 <= -0.9075571
    PC40 > -1.133084
    PC52 > -0.4515938
    PC84 > -0.4340452
    PC89 > -0.2985263
    ->  class 2\|2  [0.857]

Rule 57/272: (13.8/1.6, lift 9.5)
    PC2 <= 2.5099
    PC3 <= 0.5599917
    PC4 <= 0.3576043
    PC8 > -3.501955
    PC8 <= 0.06176633
    PC40 > -0.07825629
    PC51 <= 0.6108328
    PC60 > 0.2814912
    PC60 <= 0.3107418
    ->  class 2\|2  [0.838]

Rule 57/273: (46.4/7.1, lift 9.5)
    PC4 <= 0.3576043
    PC8 > 0.06176633
    PC8 <= 2.28864
    PC19 > 3.281082
    PC20 <= 0.185473
    PC44 <= 0.8688231
    ->  class 2\|2  [0.832]

Rule 57/274: (44.4/8.1, lift 9.2)
    PC2 <= 2.5099
    PC3 <= 0.5599917
    PC8 > 0.06176633
    PC8 <= 1.443925
    PC10 > -0.1386338
    PC20 <= 0.185473
    PC28 > -0.05559533
    PC31 > -1.10688
    PC42 > -0.4480487
    PC44 <= 0.7312034
    PC62 > -1.319855
    PC62 <= 0.07116681
    PC84 > -0.4340452
    PC89 > -0.2985263
    ->  class 2\|2  [0.805]

Rule 57/275: (76.1/14.7, lift 9.1)
    PC1 <= 5.464444
    PC2 <= 2.5099
    PC3 <= 0.5599917
    PC4 <= 0.3576043
    PC7 > -2.662353
    PC8 > -3.501955
    PC8 <= 0.06176633
    PC37 <= 1.347563
    PC51 > 0.6108328
    ->  class 2\|2  [0.798]

Rule 57/276: (52.4/13, lift 8.5)
    PC2 <= 2.5099
    PC3 <= 0.5599917
    PC4 <= 0.3576043
    PC8 > 0.06176633
    PC40 <= -1.646721
    PC100 > -2.221305
    ->  class 2\|2  [0.743]

Rule 57/277: (164.2/44.5, lift 8.3)
    PC2 <= 2.5099
    PC3 <= 0.5599917
    PC4 <= 0.3576043
    PC8 <= 2.28864
    PC10 > -0.1386338
    PC19 <= 3.281082
    PC40 <= -1.133084
    PC62 > -1.319855
    PC66 <= 0.6346377
    PC100 > -2.221305
    ->  class 2\|2  [0.726]

Rule 57/278: (15/4.1, lift 8.0)
    PC2 <= 2.5099
    PC3 <= 0.5599917
    PC4 <= 0.3576043
    PC8 > 0.06176633
    PC8 <= 2.28864
    PC10 > -0.1386338
    PC16 <= -0.80718
    PC44 <= 0.8688231
    PC52 > -0.4515938
    ->  class 2\|2  [0.703]

Rule 57/279: (26.2/9.3, lift 7.2)
    PC2 <= 2.5099
    PC3 <= 0.5599917
    PC4 <= 0.3576043
    PC8 > 0.06176633
    PC8 <= 2.28864
    PC10 > -0.1386338
    PC12 > -2.780835
    PC44 > 0.7312034
    PC44 <= 0.8688231
    PC89 > -0.2985263
    ->  class 2\|2  [0.635]

Rule 57/280: (327.7/6.6, lift 7.6)
    PC1 <= 5.464444
    PC2 <= 2.5099
    PC8 <= -3.501955
    PC11 > -4.440385
    PC20 <= 0.6207183
    PC43 <= -0.138937
    PC73 <= 0.6333374
    ->  class 2\|3  [0.977]

Rule 57/281: (30.1, lift 7.6)
    PC1 <= 5.464444
    PC8 <= -1.645757
    PC21 > 0.2492497
    PC25 <= 0.3361501
    PC37 > 1.521712
    PC51 <= 0.8726742
    PC95 <= 0.7061155
    ->  class 2\|3  [0.969]

Rule 57/282: (11.4, lift 7.2)
    PC1 <= 5.464444
    PC2 <= -0.9051542
    PC6 > 2.77764
    PC21 <= 1.559848
    PC57 <= 0.002146944
    PC60 > -0.07596271
    ->  class 2\|3  [0.925]

Rule 57/283: (18.4/5.4, lift 5.4)
    PC2 <= 2.5099
    PC3 <= 0.5599917
    PC4 <= 0.3576043
    PC8 > 0.06176633
    PC24 > 1.822477
    ->  class 2\|3  [0.684]

Rule 57/284: (19.3/8.2, lift 4.4)
    PC2 <= 2.5099
    PC3 > 0.5599917
    PC3 <= 0.6983362
    PC16 > 0.8572028
    ->  class 2\|3  [0.567]

Rule 57/285: (11724.1/9175.7, lift 1.7)
    PC2 <= 2.5099
    ->  class 2\|3  [0.217]

Rule 57/286: (141/0.7, lift 25.1)
    PC2 <= 2.5099
    PC8 <= -3.501955
    PC16 <= 0.3849339
    PC24 <= 0.06700516
    PC43 > -0.138937
    PC49 > -0.4496862
    PC85 > -0.4749953
    PC91 <= 0.04802804
    PC95 <= 0.7061155
    PC96 <= 0.2911013
    ->  class 2\|4  [0.988]

Rule 57/287: (166.8/1.5, lift 25.0)
    PC1 <= 5.464444
    PC8 <= -3.501955
    PC21 > 0.2492497
    PC37 <= 1.521712
    PC43 > -0.138937
    PC91 <= 0.04802804
    PC95 <= 0.7061155
    PC96 <= 0.2911013
    ->  class 2\|4  [0.985]

Rule 57/288: (80.3/0.3, lift 25.0)
    PC2 <= 2.5099
    PC8 > -3.501955
    PC8 <= -1.645757
    PC19 <= -0.04504162
    PC41 <= -0.2255226
    PC47 <= -0.1810699
    PC49 <= -0.00572432
    PC60 > 0.3107418
    PC63 <= -0.3286172
    ->  class 2\|4  [0.984]

Rule 57/289: (62.6/0.4, lift 24.9)
    PC8 <= 0.06176633
    PC11 <= -4.440385
    ->  class 2\|4  [0.979]

Rule 57/290: (142/2.4, lift 24.8)
    PC3 <= -0.08880451
    PC8 <= -3.501955
    PC25 <= 0.3361501
    PC35 <= 1.61582
    PC43 > -0.138937
    PC55 <= -0.1199826
    PC74 > -0.8904318
    PC91 <= 0.04802804
    PC94 > 0.2785691
    PC96 <= 0.2911013
    ->  class 2\|4  [0.977]

Rule 57/291: (59.5/0.4, lift 24.8)
    PC1 <= 5.464444
    PC8 <= -3.501955
    PC19 <= -3.843604
    PC43 > -0.138937
    ->  class 2\|4  [0.977]

Rule 57/292: (28.4, lift 24.6)
    PC8 <= -3.501955
    PC51 > 0.8726742
    ->  class 2\|4  [0.967]

Rule 57/293: (27.2, lift 24.5)
    PC1 <= 5.464444
    PC3 <= 0.5599917
    PC19 <= -5.339911
    PC60 <= 0.3107418
    ->  class 2\|4  [0.966]

Rule 57/294: (26.4, lift 24.5)
    PC8 <= -1.645757
    PC37 > 1.347563
    PC51 > 0.6108328
    ->  class 2\|4  [0.965]

Rule 57/295: (22.7, lift 24.3)
    PC1 <= 5.464444
    PC2 <= 2.5099
    PC3 <= 0.5599917
    PC8 > -3.501955
    PC8 <= 0.06176633
    PC10 <= -0.3275537
    PC36 <= 0.1539692
    PC46 <= 1.400982
    PC60 > 0.3107418
    ->  class 2\|4  [0.959]

Rule 57/296: (13.9, lift 23.8)
    PC4 <= 0.3576043
    PC8 > -3.501955
    PC8 <= 0.06176633
    PC11 <= -4.141527
    ->  class 2\|4  [0.937]

Rule 57/297: (37.1/1.7, lift 23.7)
    PC1 <= 5.464444
    PC2 <= 2.5099
    PC8 <= -1.645757
    PC24 > 2.124421
    ->  class 2\|4  [0.931]

Rule 57/298: (14.9/0.5, lift 23.2)
    PC1 <= 5.464444
    PC8 <= -3.501955
    PC16 <= -0.7230626
    PC20 <= 0.6207183
    PC43 <= -0.138937
    PC73 > 0.6333374
    ->  class 2\|4  [0.914]

Rule 57/299: (9.5, lift 23.2)
    PC2 <= 2.5099
    PC8 <= 0.06176633
    PC36 <= -5.709757
    PC43 > -0.138937
    ->  class 2\|4  [0.913]

Rule 57/300: (8.1, lift 22.9)
    PC2 <= 2.5099
    PC8 > -3.501955
    PC8 <= -1.645757
    PC9 <= 7.574051
    PC60 <= 0.3107418
    PC88 > 0.9124815
    ->  class 2\|4  [0.901]

Rule 57/301: (15.6/2.3, lift 20.6)
    PC2 <= 2.5099
    PC8 <= -3.501955
    PC46 <= -3.264833
    ->  class 2\|4  [0.810]

Rule 57/302: (5.4/0.6, lift 20.1)
    PC1 <= 5.464444
    PC3 <= 0.5599917
    PC8 > -1.656485
    PC8 <= -1.645757
    PC60 > 0.3107418
    ->  class 2\|4  [0.790]

Rule 57/303: (36.4/10.9, lift 17.5)
    PC8 > -3.501955
    PC8 <= -1.645757
    PC26 <= 2.750897
    PC35 > 0.4076809
    PC36 <= 0.1539692
    PC54 > 0.3271774
    PC60 > 0.3107418
    PC63 > -0.3286172
    ->  class 2\|4  [0.689]

Rule 57/304: (37/18.2, lift 12.9)
    PC3 <= 0.5599917
    PC8 > -3.501955
    PC8 <= -1.645757
    PC28 <= -0.2747726
    ->  class 2\|4  [0.508]

Default class: 2\|3

-----  Trial 58:  -----

Rules:

Rule 58/1: (162, lift 15.4)
    PC4 > -8.071015
    PC9 > -0.2365089
    PC11 > -0.07176195
    PC18 > 2.311389
    PC22 > -0.4121532
    PC26 <= 0.6551214
    PC30 <= 2.764926
    PC41 > -0.1573501
    PC44 <= 0.7844058
    PC54 <= 1.241034
    PC85 > 0.229656
    PC85 <= 1.133667
    ->  class 0\|0  [0.994]

Rule 58/2: (141.9, lift 15.4)
    PC2 > 2.60032
    PC3 <= 1.640775
    PC14 <= 1.137729
    PC15 > -0.4957329
    PC18 > -0.8495221
    PC22 > -0.4121532
    PC28 > -0.7039356
    PC37 <= 1.103514
    PC48 > 0.3690937
    PC87 <= 0.1267545
    ->  class 0\|0  [0.993]

Rule 58/3: (111.4, lift 15.3)
    PC4 > -8.071015
    PC9 > -0.2365089
    PC18 > 2.311389
    PC30 <= 2.764926
    PC43 <= -1.117503
    PC53 > -1.052881
    ->  class 0\|0  [0.991]

Rule 58/4: (191.4/1.3, lift 15.3)
    PC13 <= 8.316996
    PC18 > 2.311389
    PC22 > -0.4121532
    PC26 <= 0.6551214
    PC53 <= -1.052881
    PC59 > -1.994747
    PC63 <= 2.15753
    PC70 > -0.7744908
    PC91 <= 2.699026
    ->  class 0\|0  [0.988]

Rule 58/5: (341.5/6.5, lift 15.1)
    PC7 > -0.9678689
    PC13 <= 8.316996
    PC18 > 2.311389
    PC22 > -0.4121532
    PC41 <= 0.1816671
    PC55 <= 0.7727038
    PC63 <= 2.15753
    PC70 <= -0.7744908
    PC81 <= 1.26251
    PC91 <= 2.699026
    ->  class 0\|0  [0.978]

Rule 58/6: (36.4, lift 15.1)
    PC2 > 2.60032
    PC3 <= 1.640775
    PC6 > 0.3019878
    PC18 > -0.8495221
    PC48 <= 0.3690937
    ->  class 0\|0  [0.974]

Rule 58/7: (379/22.5, lift 14.5)
    PC4 > -8.071015
    PC11 > -0.07176195
    PC18 > 2.311389
    PC22 > -0.4121532
    PC26 <= 0.6551214
    PC30 <= 2.764926
    PC41 > -0.1573501
    PC59 > -1.994747
    PC85 <= 0.1872514
    PC89 <= 0.5454723
    ->  class 0\|0  [0.938]

Rule 58/8: (77.1/5.1, lift 14.3)
    PC4 <= -8.071015
    PC7 > -0.9678689
    PC13 > -2.659486
    PC15 <= 0.9120634
    PC18 > 2.311389
    PC67 > -0.04001577
    PC95 <= 0.1888164
    ->  class 0\|0  [0.923]

Rule 58/9: (45.8/2.9, lift 14.2)
    PC2 > 2.60032
    PC3 <= 1.640775
    PC13 <= 8.316996
    PC15 > -0.4957329
    PC18 > -0.8495221
    PC48 <= 0.3690937
    PC57 > -0.6035684
    PC69 > -1.1385
    PC93 > -1.72388
    PC100 <= -0.8821376
    ->  class 0\|0  [0.919]

Rule 58/10: (190.3/15.2, lift 14.2)
    PC13 <= 0.8196219
    PC15 > -0.4957329
    PC18 > -0.8495221
    PC22 > -0.4121532
    PC29 > 1.579295
    PC69 > -1.1385
    PC80 <= 0.6405298
    ->  class 0\|0  [0.916]

Rule 58/11: (9.3, lift 14.1)
    PC7 <= -0.9678689
    PC18 > 2.311389
    PC36 > 1.90757
    ->  class 0\|0  [0.911]

Rule 58/12: (20.2/3, lift 12.6)
    PC2 > 2.60032
    PC6 <= -0.02256839
    PC8 > -0.1605581
    PC18 > -0.8495221
    PC22 <= -0.4121532
    PC40 > -1.304991
    PC74 > -0.2751827
    PC95 <= -1.044407
    PC98 > -0.9660518
    ->  class 0\|0  [0.817]

Rule 58/13: (11.9/2.4, lift 11.7)
    PC2 > 2.60032
    PC6 > -0.02256839
    PC18 > -0.8495221
    PC22 <= -0.4121532
    PC72 <= 0.2198766
    ->  class 0\|0  [0.755]

Rule 58/14: (23.4/5.6, lift 11.5)
    PC2 > 2.60032
    PC8 > -0.1605581
    PC18 > -0.8495221
    PC22 <= -0.4121532
    PC39 <= -1.580171
    PC72 <= 0.2198766
    PC88 <= 2.605299
    ->  class 0\|0  [0.741]

Rule 58/15: (1534.8/998.4, lift 5.4)
    PC1 <= -0.1905799
    PC2 > -7.893059e-005
    PC10 <= -0.4266262
    PC74 > 0.03304842
    ->  class 0\|0  [0.350]

Rule 58/16: (55.7, lift 11.1)
    PC4 <= -8.071015
    PC15 <= 0.9120634
    PC22 > -0.4121532
    PC53 > -1.052881
    PC81 <= 1.26251
    PC95 > 0.1888164
    ->  class 0\|1  [0.983]

Rule 58/17: (65.2/0.1, lift 11.2)
    PC13 <= 8.316996
    PC15 > -0.4957329
    PC18 > 2.311389
    PC26 > 0.6551214
    PC70 > -0.7744908
    PC73 > -3.696113
    PC86 > -3.659824
    ->  class 0\|1  [0.983]

Rule 58/18: (55.7/0.6, lift 11.0)
    PC15 > -0.4957329
    PC18 > 2.311389
    PC59 <= -1.994747
    PC70 > -0.7744908
    PC73 > -3.696113
    PC86 > -3.659824
    ->  class 0\|1  [0.973]

Rule 58/19: (40.2/0.5, lift 11.0)
    PC2 > 2.60032
    PC3 <= 1.640775
    PC18 > -2.566521
    PC18 <= -0.8495221
    PC46 <= -1.324877
    ->  class 0\|1  [0.966]

Rule 58/20: (27.5, lift 11.0)
    PC18 <= -0.8495221
    PC46 > -1.324877
    PC78 > 2.983765
    PC79 > -0.2976363
    PC90 <= 5.507245
    ->  class 0\|1  [0.966]

Rule 58/21: (230.2/7.2, lift 10.9)
    PC2 > 2.60032
    PC3 <= 1.640775
    PC6 <= -0.02256839
    PC8 > -0.1605581
    PC18 > -0.8495221
    PC22 <= -0.4121532
    PC27 <= 3.132588
    PC39 > -1.580171
    PC40 > -1.304991
    PC72 <= 0.2198766
    PC74 > -0.2751827
    PC95 > -1.044407
    ->  class 0\|1  [0.965]

Rule 58/22: (47.8/3.3, lift 10.4)
    PC2 > 2.60032
    PC3 <= 1.640775
    PC7 <= -0.7373997
    PC17 > -1.959703
    PC18 <= -0.8495221
    PC78 <= 2.983765
    ->  class 0\|1  [0.914]

Rule 58/23: (79.1/22.9, lift 8.0)
    PC2 > 2.60032
    PC3 <= 1.640775
    PC18 > -1.093892
    PC18 <= -0.8495221
    PC20 > -3.808707
    PC25 <= -0.5375416
    ->  class 0\|1  [0.705]

Rule 58/24: (3886.6/2251.7, lift 4.8)
    PC2 > 2.60032
    PC3 <= 1.640775
    PC18 > -0.8495221
    ->  class 0\|1  [0.421]

Rule 58/25: (72.6, lift 10.2)
    PC2 > 2.60032
    PC6 > -1.199715
    PC8 <= -0.2379124
    PC18 <= -0.8495221
    PC20 > -3.808707
    PC29 <= 6.604056
    PC31 <= -0.1901456
    PC42 > -1.904714
    ->  class 0\|2  [0.987]

Rule 58/26: (66.5/0.2, lift 10.2)
    PC4 > -8.168219
    PC10 <= -1.806728
    PC15 > -0.5343126
    PC18 > -2.656037
    PC18 <= -1.093892
    PC19 <= 0.04659254
    PC31 > -0.1901456
    PC32 <= -0.3208709
    PC97 <= -0.09280121
    ->  class 0\|2  [0.983]

Rule 58/27: (57.1, lift 10.2)
    PC3 <= -1.523787
    PC18 > -1.750188
    PC18 <= -1.093892
    PC20 > -3.808707
    PC33 > -2.555821
    PC37 > -0.1150233
    PC47 > -0.5494921
    PC50 > -1.130504
    PC97 > -0.09280121
    ->  class 0\|2  [0.983]

Rule 58/28: (61.8/0.2, lift 10.1)
    PC2 > 2.60032
    PC18 > -1.824607
    PC18 <= -1.093892
    PC20 > -3.808707
    PC50 > -1.130504
    PC79 > 0.9873943
    ->  class 0\|2  [0.981]

Rule 58/29: (92.1/1, lift 10.1)
    PC1 <= -0.4437498
    PC2 > 2.60032
    PC3 > -1.523787
    PC3 <= 1.640775
    PC18 <= -0.8495221
    PC20 > -3.808707
    PC53 <= 1.110026
    PC58 > -1.169038
    PC67 > -0.1336897
    PC87 > -0.1059664
    PC94 <= 0.4389371
    PC97 > -0.09280121
    ->  class 0\|2  [0.979]

Rule 58/30: (35.9, lift 10.1)
    PC3 <= 1.640775
    PC18 <= -0.8495221
    PC20 > -3.808707
    PC28 <= -1.425636
    PC37 <= -0.1150233
    PC50 > -1.130504
    PC97 > -0.09280121
    ->  class 0\|2  [0.974]

Rule 58/31: (84.4/1.5, lift 10.0)
    PC2 > 2.60032
    PC3 <= 1.640775
    PC8 <= -0.1564465
    PC18 > -0.8495221
    PC18 <= 2.311389
    PC22 > -0.4121532
    PC69 <= -1.1385
    PC73 > -3.696113
    ->  class 0\|2  [0.971]

Rule 58/32: (38.8/0.2, lift 10.0)
    PC18 <= -0.8495221
    PC20 > -3.808707
    PC30 <= 1.501975
    PC31 > -0.1901456
    PC50 > -1.130504
    PC90 <= -1.112801
    PC97 > -0.09280121
    ->  class 0\|2  [0.970]

Rule 58/33: (30.7, lift 10.0)
    PC2 > 2.60032
    PC3 <= 1.640775
    PC7 > -0.4701075
    PC15 > 1.210416
    PC18 > -0.8495221
    PC22 <= -0.4121532
    PC72 > 0.2198766
    ->  class 0\|2  [0.969]

Rule 58/34: (106.8/3, lift 10.0)
    PC2 > 2.60032
    PC3 <= 1.640775
    PC18 > -0.8495221
    PC22 <= -0.4121532
    PC39 > -1.580171
    PC45 > -1.401044
    PC62 <= 0.2452577
    PC72 <= 0.2198766
    PC74 <= -0.2751827
    PC98 > -0.9660518
    ->  class 0\|2  [0.963]

Rule 58/35: (26.3/0.1, lift 9.9)
    PC2 > 2.60032
    PC18 <= -0.8495221
    PC20 > -3.808707
    PC47 > -0.5494921
    PC67 <= -0.1731152
    PC78 <= 2.983765
    PC87 <= -0.1059664
    PC94 <= 0.4389371
    PC97 > -0.09280121
    ->  class 0\|2  [0.960]

Rule 58/36: (22.8, lift 9.9)
    PC4 > 7.582463
    PC18 > -1.093892
    PC18 <= -0.8495221
    PC20 > -3.808707
    ->  class 0\|2  [0.960]

Rule 58/37: (117.8/3.8, lift 9.9)
    PC1 <= -0.4171524
    PC2 > 2.60032
    PC8 <= -0.1605581
    PC18 > -0.8495221
    PC20 <= 2.190373
    PC22 <= -0.4121532
    PC47 <= 4.410915
    PC67 > -0.3901699
    PC72 <= 0.2198766
    ->  class 0\|2  [0.960]

Rule 58/38: (47.7/1, lift 9.9)
    PC3 <= 1.640775
    PC7 > -0.7373997
    PC18 <= -0.8495221
    PC20 > -3.808707
    PC29 <= 6.604056
    PC33 <= -2.555821
    PC97 > -0.09280121
    ->  class 0\|2  [0.959]

Rule 58/39: (29.1/0.3, lift 9.9)
    PC2 > 2.60032
    PC18 <= -1.093892
    PC29 <= 6.604056
    PC37 > -0.1150233
    PC42 > 1.195152
    PC50 > -1.130504
    PC87 > -0.1059664
    PC97 > -0.09280121
    ->  class 0\|2  [0.959]

Rule 58/40: (43.5/0.9, lift 9.9)
    PC2 > 2.60032
    PC3 <= 1.640775
    PC15 > -0.4957329
    PC18 > -0.8495221
    PC18 <= 2.311389
    PC22 > -0.4121532
    PC80 > 0.6405298
    ->  class 0\|2  [0.959]

Rule 58/41: (26.7/0.2, lift 9.9)
    PC2 > 2.60032
    PC3 <= 1.640775
    PC7 > -0.4701075
    PC9 <= 0.2136989
    PC16 <= -0.6200095
    PC18 > -0.8495221
    PC22 <= -0.4121532
    PC72 > 0.2198766
    PC86 > -3.659824
    ->  class 0\|2  [0.958]

Rule 58/42: (21, lift 9.9)
    PC18 > -0.8495221
    PC22 <= -0.4121532
    PC27 > 3.132588
    PC47 <= 4.410915
    PC98 > -0.9660518
    ->  class 0\|2  [0.956]

Rule 58/43: (26.5/0.2, lift 9.9)
    PC2 > 2.60032
    PC3 <= 1.640775
    PC15 > -0.4957329
    PC18 > -0.8495221
    PC18 <= 2.311389
    PC22 > -0.4121532
    PC40 <= -2.215916
    ->  class 0\|2  [0.956]

Rule 58/44: (20.4, lift 9.9)
    PC2 > 2.60032
    PC3 <= 1.640775
    PC7 > -0.7373997
    PC17 > 0.63545
    PC18 <= -0.8495221
    PC20 > -3.808707
    PC31 > -0.1901456
    PC50 > -1.130504
    ->  class 0\|2  [0.955]

Rule 58/45: (174/7.2, lift 9.9)
    PC7 > -0.7373997
    PC16 > 0.3279199
    PC18 <= -1.093892
    PC20 > -3.808707
    PC30 <= 1.501975
    PC52 > -1.780418
    PC82 > -0.2850428
    PC94 > 0.4389371
    PC96 > -0.6764969
    PC96 <= 0.7117673
    PC97 > -0.09280121
    ->  class 0\|2  [0.953]

Rule 58/46: (70.1/2.5, lift 9.8)
    PC2 > 2.60032
    PC7 > -0.7373997
    PC18 <= -0.8495221
    PC20 > -3.808707
    PC30 > 1.501975
    PC31 > -0.1901456
    PC78 <= 2.983765
    PC97 > -0.09280121
    ->  class 0\|2  [0.951]

Rule 58/47: (24.8/0.4, lift 9.8)
    PC18 <= -0.8495221
    PC20 > -3.808707
    PC29 <= 6.604056
    PC65 > 2.478478
    PC90 <= 5.507245
    ->  class 0\|2  [0.947]

Rule 58/48: (84.5/3.7, lift 9.8)
    PC3 <= 1.640775
    PC7 <= -0.7373997
    PC17 <= -1.959703
    PC18 <= -0.8495221
    PC22 <= 1.940598
    PC33 > -1.425962
    PC46 > -1.324877
    PC90 > -1.516673
    ->  class 0\|2  [0.945]

Rule 58/49: (72.8/3.2, lift 9.8)
    PC2 > 2.60032
    PC3 <= 1.640775
    PC18 > -0.8495221
    PC22 <= -0.4121532
    PC45 > -1.401044
    PC72 <= 0.2198766
    PC74 <= -0.2751827
    PC77 > -0.2903732
    PC88 <= 0.03587992
    ->  class 0\|2  [0.944]

Rule 58/50: (15, lift 9.7)
    PC2 > 2.60032
    PC3 <= 1.640775
    PC17 > -1.193444
    PC18 <= -0.8495221
    PC20 > -3.808707
    PC50 > -1.130504
    PC87 <= -0.1059664
    PC94 <= 0.4389371
    PC97 > -0.09280121
    ->  class 0\|2  [0.941]

Rule 58/51: (36.1/1.3, lift 9.7)
    PC2 > 2.60032
    PC3 <= 1.640775
    PC7 <= -0.4701075
    PC9 <= 0.2136989
    PC18 > -0.8495221
    PC22 <= -0.4121532
    PC47 <= 4.410915
    PC72 > 0.2198766
    ->  class 0\|2  [0.940]

Rule 58/52: (14.5, lift 9.7)
    PC2 > 2.60032
    PC3 <= 1.640775
    PC10 > -1.806728
    PC15 > 0.5932981
    PC18 > -1.824607
    PC18 <= -0.8495221
    PC20 > -3.808707
    PC46 > -1.324877
    ->  class 0\|2  [0.939]

Rule 58/53: (14.1, lift 9.7)
    PC2 > 2.60032
    PC3 <= 1.640775
    PC8 > -0.1605581
    PC18 > -0.8495221
    PC22 <= -0.4121532
    PC40 <= -1.304991
    PC74 > -0.2751827
    PC86 > -3.659824
    PC98 > -0.9660518
    ->  class 0\|2  [0.938]

Rule 58/54: (153.4/8.7, lift 9.7)
    PC2 > 2.60032
    PC3 <= 1.640775
    PC13 <= 8.316996
    PC15 > -0.4957329
    PC18 > -0.8495221
    PC18 <= 2.311389
    PC20 <= 2.190373
    PC29 <= 1.579295
    PC48 <= 0.3690937
    PC57 <= -0.6035684
    ->  class 0\|2  [0.938]

Rule 58/55: (14, lift 9.7)
    PC2 > 2.60032
    PC13 <= 8.316996
    PC18 > -0.8495221
    PC18 <= 2.311389
    PC48 <= 0.3690937
    PC57 > -0.6035684
    PC59 <= -2.749385
    ->  class 0\|2  [0.938]

Rule 58/56: (48.7/2.1, lift 9.7)
    PC8 <= -0.1032193
    PC13 > 8.316996
    PC18 > -0.8495221
    PC22 > -0.4121532
    PC73 > -3.696113
    PC96 > -1.391983
    ->  class 0\|2  [0.938]

Rule 58/57: (71.9/3.8, lift 9.7)
    PC4 <= -8.168219
    PC18 <= -1.093892
    ->  class 0\|2  [0.935]

Rule 58/58: (13.3, lift 9.7)
    PC2 > 2.60032
    PC13 <= 8.316996
    PC18 > -0.8495221
    PC18 <= 2.311389
    PC22 > -0.4121532
    PC48 > 0.3690937
    PC74 > 1.159459
    ->  class 0\|2  [0.935]

Rule 58/59: (18.5/0.5, lift 9.6)
    PC2 > 2.60032
    PC3 <= 1.640775
    PC18 > -0.8495221
    PC22 <= -0.4121532
    PC47 <= 4.410915
    PC72 <= 0.2198766
    PC74 <= -0.2751827
    PC77 <= -0.2903732
    PC88 <= 2.605299
    PC98 > -0.9660518
    ->  class 0\|2  [0.928]

Rule 58/60: (11.6, lift 9.6)
    PC4 <= -6.891243
    PC7 > -0.7373997
    PC18 > -1.093892
    PC18 <= -0.8495221
    ->  class 0\|2  [0.926]

Rule 58/61: (25.3/1.2, lift 9.5)
    PC2 > 2.60032
    PC18 > -0.8495221
    PC22 <= -0.4121532
    PC47 <= 4.410915
    PC65 <= -1.168887
    PC72 > 0.2198766
    PC86 <= 4.013646
    ->  class 0\|2  [0.920]

Rule 58/62: (356.1/29.9, lift 9.4)
    PC2 > 2.60032
    PC6 > -1.199715
    PC18 <= -0.8495221
    PC20 > -3.808707
    PC20 <= 5.062375
    PC31 <= -0.1901456
    PC42 > -1.904714
    PC46 > -1.324877
    PC51 > -0.6495474
    PC66 > -1.831937
    PC73 > -2.47395
    PC78 > -1.343533
    PC87 <= 0.3013413
    ->  class 0\|2  [0.914]

Rule 58/63: (9.1/0.1, lift 9.3)
    PC2 > 2.60032
    PC3 <= 1.640775
    PC11 > 0.1763613
    PC18 > -1.093892
    PC18 <= -0.8495221
    ->  class 0\|2  [0.897]

Rule 58/64: (84.3/8, lift 9.3)
    PC2 > 2.60032
    PC3 <= 1.640775
    PC18 <= -0.8495221
    PC20 > -3.808707
    PC37 > -0.1150233
    PC42 <= 0.5245964
    PC47 > -0.5494921
    PC52 <= 0.635982
    PC75 <= 0.0703382
    PC82 > -0.5320676
    PC83 > 0.2054533
    PC87 > -0.1059664
    PC97 > -0.09280121
    ->  class 0\|2  [0.895]

Rule 58/65: (7.4, lift 9.2)
    PC10 <= -1.806728
    PC23 <= -2.755747
    PC46 > -1.324877
    PC50 > -1.130504
    PC97 <= -0.09280121
    ->  class 0\|2  [0.893]

Rule 58/66: (14.7/0.9, lift 9.2)
    PC2 > 2.60032
    PC15 > -0.4957329
    PC18 > -0.8495221
    PC18 <= 2.311389
    PC47 <= 4.410915
    PC57 > -0.6035684
    PC73 > -3.696113
    PC86 <= 4.013646
    PC93 <= -1.72388
    ->  class 0\|2  [0.888]

Rule 58/67: (42.1/5, lift 8.9)
    PC2 > 2.60032
    PC3 <= 1.640775
    PC18 <= -2.566521
    PC46 <= -1.324877
    PC68 > -0.3381397
    ->  class 0\|2  [0.864]

Rule 58/68: (99.8/14, lift 8.8)
    PC2 > 2.60032
    PC3 <= 1.640775
    PC11 > -0.06252152
    PC12 <= 0.4155042
    PC15 <= -0.4957329
    PC18 > -0.8495221
    PC22 > -0.4121532
    PC24 <= 0.7631279
    PC38 > -1.821454
    PC47 <= 4.410915
    PC73 > -3.696113
    ->  class 0\|2  [0.853]

Rule 58/69: (68.9/10.4, lift 8.7)
    PC4 > 7.155505
    PC6 > -1.199715
    PC10 > -1.806728
    PC18 <= -1.093892
    PC20 > -3.808707
    PC31 > -0.1901456
    ->  class 0\|2  [0.839]

Rule 58/70: (4.1, lift 8.6)
    PC20 <= -3.808707
    PC45 <= -6.155209
    PC78 <= 2.983765
    ->  class 0\|2  [0.836]

Rule 58/71: (17.4/2.3, lift 8.5)
    PC2 > 2.60032
    PC3 <= 1.640775
    PC15 > -0.4957329
    PC18 <= 2.311389
    PC29 <= 1.579295
    PC57 > -0.6035684
    PC62 > 1.302409
    PC69 > -1.1385
    PC86 > -3.659824
    ->  class 0\|2  [0.827]

Rule 58/72: (26.9/4.5, lift 8.4)
    PC2 > 2.60032
    PC18 > -0.8495221
    PC22 > -0.4121532
    PC73 <= -3.696113
    PC86 <= 4.013646
    ->  class 0\|2  [0.811]

Rule 58/73: (9.3/1.3, lift 8.2)
    PC7 > -0.7373997
    PC18 <= -0.8495221
    PC20 <= -3.808707
    PC29 > 1.724469
    ->  class 0\|2  [0.793]

Rule 58/74: (25.1/5.7, lift 7.8)
    PC2 > 2.60032
    PC3 > 0.7546726
    PC3 <= 1.640775
    PC18 <= -0.8495221
    ->  class 0\|2  [0.754]

Rule 58/75: (65.8, lift 10.3)
    PC3 <= -1.523787
    PC4 > -8.168219
    PC5 <= 2.575476
    PC18 <= -1.750188
    PC31 > -0.1901456
    PC37 > -0.1150233
    PC42 > 0.5245964
    PC42 <= 1.195152
    PC87 > -0.1059664
    ->  class 0\|3  [0.985]

Rule 58/76: (63.4, lift 10.3)
    PC2 > 2.60032
    PC3 <= 1.640775
    PC18 > -0.8495221
    PC47 > 4.410915
    ->  class 0\|3  [0.985]

Rule 58/77: (47.1, lift 10.2)
    PC7 <= -0.7373997
    PC18 <= -0.8495221
    PC22 > 1.940598
    PC46 > -1.324877
    ->  class 0\|3  [0.980]

Rule 58/78: (125.8/1.7, lift 10.2)
    PC2 > 2.60032
    PC3 <= -1.458862
    PC7 > -0.4701075
    PC9 <= 0.2136989
    PC15 <= 1.210416
    PC16 > -0.6200095
    PC18 > -0.8495221
    PC22 <= -0.4121532
    PC29 > -2.064967
    PC65 > -1.168887
    PC72 > 0.2198766
    PC97 <= 2.875754
    ->  class 0\|3  [0.979]

Rule 58/79: (43.9/0.6, lift 10.1)
    PC3 <= 1.640775
    PC8 > -0.1605581
    PC22 <= -0.4121532
    PC39 > -1.580171
    PC45 <= -1.401044
    PC74 <= -0.2751827
    ->  class 0\|3  [0.966]

Rule 58/80: (88.7/2.6, lift 10.0)
    PC2 > 2.60032
    PC3 <= 1.640775
    PC8 <= -0.1605581
    PC22 <= -0.4121532
    PC67 <= -0.3901699
    ->  class 0\|3  [0.960]

Rule 58/81: (12.1, lift 9.7)
    PC1 <= -0.1905799
    PC2 <= 2.60032
    PC8 > -3.153274
    PC10 <= -0.4534767
    PC33 <= -0.8200422
    ->  class 0\|3  [0.929]

Rule 58/82: (8.5, lift 9.4)
    PC2 > 2.60032
    PC15 <= -0.4957329
    PC18 > -0.8495221
    PC22 > -0.4121532
    PC38 <= -1.821454
    ->  class 0\|3  [0.905]

Rule 58/83: (79.8/13, lift 8.6)
    PC2 > 2.60032
    PC3 <= 1.640775
    PC8 > -0.1605581
    PC22 <= -0.4121532
    PC39 > -1.580171
    PC72 <= 0.2198766
    PC98 <= -0.9660518
    ->  class 0\|3  [0.829]

Rule 58/84: (3.1, lift 8.3)
    PC13 > 8.316996
    PC22 > -0.4121532
    PC96 <= -1.391983
    ->  class 0\|3  [0.802]

Rule 58/85: (117.2/28.3, lift 7.9)
    PC2 > 2.60032
    PC3 <= 1.640775
    PC86 <= -3.659824
    ->  class 0\|3  [0.754]

Rule 58/86: (29.6/7.3, lift 7.7)
    PC2 > 2.60032
    PC3 <= 1.640775
    PC18 > -0.8495221
    PC86 > 4.013646
    ->  class 0\|3  [0.736]

Rule 58/87: (2986.9/1350.5, lift 5.7)
    PC2 > 2.60032
    PC3 <= 1.640775
    PC18 <= -0.8495221
    ->  class 0\|3  [0.548]

Rule 58/88: (599.2, lift 14.4)
    PC1 > -0.1905799
    PC3 <= 0.6345929
    PC9 > 0.3627688
    PC10 <= 0.7139906
    PC11 <= 1.203769
    PC86 <= 0.1785368
    ->  class 1\|0  [0.998]

Rule 58/89: (336.2, lift 14.4)
    PC1 > -0.1905799
    PC3 <= 0.6546079
    PC9 > 0.3627688
    PC10 <= 0.7139906
    PC11 <= -0.1318745
    PC48 <= 0.2479815
    PC98 <= 0.3294852
    ->  class 1\|0  [0.997]

Rule 58/90: (153.5, lift 14.3)
    PC1 > -0.1905799
    PC3 <= 0.6546079
    PC9 > 0.3627688
    PC78 <= -0.2438361
    ->  class 1\|0  [0.994]

Rule 58/91: (79.2, lift 14.2)
    PC1 > -0.1905799
    PC9 > 0.3627688
    PC16 <= 3.192014
    PC53 <= -2.026939
    PC57 <= -0.01747401
    ->  class 1\|0  [0.988]

Rule 58/92: (69.7, lift 14.2)
    PC1 > -0.1905799
    PC9 > 0.3627688
    PC16 <= -0.4494286
    PC18 > 0.1478691
    PC57 > -0.01747401
    PC68 > -2.002274
    ->  class 1\|0  [0.986]

Rule 58/93: (55.3, lift 14.2)
    PC1 > -0.1905799
    PC3 <= 0.6546079
    PC9 > 0.3627688
    PC19 > -0.6420646
    PC99 > 1.546576
    ->  class 1\|0  [0.983]

Rule 58/94: (176.4/2.9, lift 14.1)
    PC2 > 2.60032
    PC3 > 1.640775
    PC8 > -3.620445
    PC18 > -0.3080508
    PC19 <= 0.3388876
    PC48 <= -0.1451687
    PC53 <= 0.2324656
    PC67 <= 0.3537801
    PC82 > -0.6838351
    PC86 <= 0.5544649
    PC94 <= 0.08197199
    ->  class 1\|0  [0.978]

Rule 58/95: (40.6, lift 14.1)
    PC2 <= 2.60032
    PC3 > 0.6546079
    PC7 > -6.434374
    PC9 > 0.3627688
    PC16 <= -0.4494286
    PC57 > -0.01747401
    PC68 > -2.002274
    PC92 > -0.213302
    ->  class 1\|0  [0.977]

Rule 58/96: (426.1/10.3, lift 14.0)
    PC1 > -0.1905799
    PC3 <= 0.6345929
    PC9 > 0.3627688
    PC10 <= 0.7139906
    PC11 <= 1.203769
    PC19 > -0.6420646
    PC34 > 0.3566004
    ->  class 1\|0  [0.974]

Rule 58/97: (29.5, lift 14.0)
    PC1 > -0.1905799
    PC3 <= 0.6546079
    PC9 > 0.3627688
    PC98 <= -0.3253424
    ->  class 1\|0  [0.968]

Rule 58/98: (69.6/2.1, lift 13.8)
    PC1 > -0.1905799
    PC9 > 0.3627688
    PC16 <= 3.192014
    PC25 > 0.4929984
    PC57 <= -0.01747401
    ->  class 1\|0  [0.957]

Rule 58/99: (42.6/1.3, lift 13.7)
    PC2 > 2.60032
    PC3 > 1.640775
    PC16 <= -0.8879908
    PC60 > 0.8443592
    ->  class 1\|0  [0.947]

Rule 58/100: (10.1, lift 13.2)
    PC1 > -0.1905799
    PC3 <= 0.6546079
    PC9 > 0.3627688
    PC19 > -0.6420646
    PC61 <= -1.149238
    ->  class 1\|0  [0.918]

Rule 58/101: (10.2, lift 13.2)
    PC3 > 0.6546079
    PC42 <= -2.528959
    PC57 <= -0.01747401
    ->  class 1\|0  [0.918]

Rule 58/102: (84.8/7.4, lift 13.0)
    PC2 > 2.60032
    PC3 > 1.640775
    PC8 > -3.620445
    PC18 <= 0.7362046
    PC19 <= 0.3388876
    PC62 <= -1.07778
    PC77 <= 0.6599571
    PC86 <= 0.5544649
    ->  class 1\|0  [0.903]

Rule 58/103: (43.1/24.9, lift 6.1)
    PC1 <= -0.1905799
    PC2 <= 2.60032
    PC8 > -0.1137233
    PC52 <= -0.4470362
    ->  class 1\|0  [0.424]

Rule 58/104: (45.7, lift 14.9)
    PC2 <= 2.60032
    PC3 > 0.6546079
    PC7 > -6.434374
    PC9 > 0.3627688
    PC16 <= -0.4494286
    PC18 <= 0.1478691
    PC57 > -0.01747401
    PC92 <= -0.213302
    ->  class 1\|1  [0.979]

Rule 58/105: (87.8/1.1, lift 14.9)
    PC1 > -0.1905799
    PC3 <= 0.6546079
    PC10 > 0.7139906
    PC19 > -0.6420646
    PC61 > -1.149238
    PC78 > -0.2438361
    PC98 > -0.3253424
    PC99 <= 1.546576
    ->  class 1\|1  [0.977]

Rule 58/106: (45.5/0.1, lift 14.9)
    PC1 <= -0.1905799
    PC2 > -7.893059e-005
    PC2 <= 2.60032
    PC10 > -0.4266262
    PC25 > -0.4771732
    PC52 > -0.4470362
    ->  class 1\|1  [0.976]

Rule 58/107: (22.8, lift 14.6)
    PC1 > -0.1905799
    PC3 <= 0.6546079
    PC9 > 0.3627688
    PC11 > 1.203769
    PC19 > -0.6420646
    ->  class 1\|1  [0.960]

Rule 58/108: (20.6, lift 14.5)
    PC1 > -0.1905799
    PC9 > 0.3627688
    PC13 <= -0.6604373
    PC57 > -0.01747401
    ->  class 1\|1  [0.952]

Rule 58/109: (379.7/18.3, lift 14.5)
    PC2 <= 2.60032
    PC3 > 0.6546079
    PC9 > 0.3627688
    PC16 <= 3.192014
    PC19 > -1.939396
    PC25 <= 0.4929984
    PC42 > -2.528959
    PC45 <= -0.02317907
    PC53 > -2.026939
    PC57 <= -0.01747401
    PC90 <= 0.4704501
    PC97 > -1.140902
    ->  class 1\|1  [0.950]

Rule 58/110: (19.2/0.1, lift 14.5)
    PC1 > -0.1905799
    PC3 <= 0.6546079
    PC8 > -3.941882
    PC19 > -0.6420646
    PC48 > 0.2479815
    PC86 > 0.1785368
    ->  class 1\|1  [0.948]

Rule 58/111: (38.5/1.3, lift 14.4)
    PC1 > -0.1905799
    PC9 > 0.3627688
    PC11 > -0.1318745
    PC19 > -0.6420646
    PC34 <= 0.3566004
    PC86 > 0.1785368
    ->  class 1\|1  [0.943]

Rule 58/112: (11.3, lift 14.1)
    PC1 > -0.1905799
    PC2 <= 2.60032
    PC99 <= -5.27263
    ->  class 1\|1  [0.925]

Rule 58/113: (28.4/1.6, lift 13.9)
    PC1 > -0.1905799
    PC3 <= 0.6546079
    PC9 > 0.3627688
    PC10 <= 0.7139906
    PC98 > 0.3294852
    ->  class 1\|1  [0.914]

Rule 58/114: (4.2, lift 12.8)
    PC1 > -0.1905799
    PC6 <= -2.460074
    PC19 <= -3.654649
    ->  class 1\|1  [0.839]

Rule 58/115: (49.9/12.3, lift 11.4)
    PC1 > -0.1905799
    PC3 <= 0.09497605
    PC8 > -3.941882
    PC9 <= 0.3627688
    PC19 > -3.654649
    PC26 <= -1.497802
    ->  class 1\|1  [0.744]

Rule 58/116: (22.7/5.6, lift 11.2)
    PC1 > -0.1905799
    PC2 <= 2.60032
    PC3 > 0.09497605
    PC9 <= 0.3627688
    PC34 > -0.6941806
    PC42 <= 0.04331348
    PC49 > -1.077893
    PC51 > 0.2196509
    PC73 <= 0.9422004
    ->  class 1\|1  [0.733]

Rule 58/117: (33/12.5, lift 9.4)
    PC2 <= 2.60032
    PC3 > 0.09497605
    PC9 <= 0.3627688
    PC29 <= -0.2217724
    ->  class 1\|1  [0.615]

Rule 58/118: (22.7/9.5, lift 8.8)
    PC2 <= 2.60032
    PC3 > 0.6345929
    PC3 <= 0.6546079
    PC19 > -0.6420646
    ->  class 1\|1  [0.576]

Rule 58/119: (40.9/17.5, lift 8.7)
    PC1 > -0.1905799
    PC2 <= 2.60032
    PC8 > -3.941882
    PC9 <= 0.3627688
    PC97 <= -2.086961
    ->  class 1\|1  [0.568]

Rule 58/120: (1177.3/637.5, lift 7.0)
    PC2 > 2.60032
    PC3 > 1.640775
    ->  class 1\|1  [0.459]

Rule 58/121: (88.4, lift 16.8)
    PC1 > -0.1905799
    PC2 <= 2.60032
    PC3 > 0.09497605
    PC9 <= 0.3627688
    PC27 <= -0.3597584
    PC62 <= 0.4045268
    PC99 > -5.27263
    ->  class 1\|2  [0.989]

Rule 58/122: (67.7, lift 16.7)
    PC3 > 0.6546079
    PC9 > 0.3627688
    PC16 > -0.4494286
    PC47 > 0.4690966
    PC57 > -0.01747401
    PC58 > -0.8677828
    ->  class 1\|2  [0.986]

Rule 58/123: (59.7, lift 16.7)
    PC3 > 0.09497605
    PC9 <= 0.3627688
    PC54 > 1.492335
    PC93 <= 0.4279459
    ->  class 1\|2  [0.984]

Rule 58/124: (55.6/0.2, lift 16.6)
    PC2 <= 2.60032
    PC3 > 0.6546079
    PC9 > 0.3627688
    PC16 > 3.192014
    PC57 <= -0.01747401
    ->  class 1\|2  [0.979]

Rule 58/125: (41.2, lift 16.6)
    PC7 <= -6.434374
    PC9 > 0.3627688
    PC57 > -0.01747401
    ->  class 1\|2  [0.977]

Rule 58/126: (126.5/2.1, lift 16.6)
    PC3 > 0.6546079
    PC9 > 0.3627688
    PC13 > -0.6604373
    PC16 > -0.4494286
    PC57 > -0.01747401
    PC77 <= -0.0250866
    ->  class 1\|2  [0.976]

Rule 58/127: (40.4, lift 16.6)
    PC3 > 0.6546079
    PC9 > 2.084999
    PC16 > -0.4494286
    PC57 > -0.01747401
    PC77 > -0.0250866
    ->  class 1\|2  [0.976]

Rule 58/128: (36.7, lift 16.5)
    PC2 <= 2.60032
    PC3 > 0.6546079
    PC47 > 0.4690966
    PC61 <= -0.8250551
    PC77 > -0.0250866
    ->  class 1\|2  [0.974]

Rule 58/129: (42.8/0.3, lift 16.5)
    PC3 > 0.6546079
    PC9 > 0.3627688
    PC9 <= 2.084999
    PC47 > 0.4690966
    PC77 > -0.0250866
    PC83 > -0.0264448
    ->  class 1\|2  [0.971]

Rule 58/130: (29.7, lift 16.4)
    PC2 <= 2.60032
    PC3 > 0.6546079
    PC9 > 0.3627688
    PC45 > -0.02317907
    PC53 > -2.026939
    PC57 <= -0.01747401
    ->  class 1\|2  [0.968]

Rule 58/131: (134.7/4.4, lift 16.3)
    PC2 > 2.60032
    PC3 > 1.640775
    PC11 > -0.1486285
    PC15 > -1.571989
    PC15 <= -0.05319579
    PC91 > -0.9476128
    ->  class 1\|2  [0.960]

Rule 58/132: (14.5, lift 15.9)
    PC3 > 0.6546079
    PC9 > 0.3627688
    PC25 <= 0.4929984
    PC57 <= -0.01747401
    PC97 <= -1.140902
    ->  class 1\|2  [0.939]

Rule 58/133: (12.7, lift 15.8)
    PC1 > 1.128336
    PC2 > 2.60032
    PC15 <= -1.571989
    ->  class 1\|2  [0.932]

Rule 58/134: (153.7/11, lift 15.7)
    PC2 <= 2.60032
    PC3 > 0.6546079
    PC9 > 0.3627688
    PC90 > 0.4704501
    ->  class 1\|2  [0.923]

Rule 58/135: (11, lift 15.7)
    PC2 <= 2.60032
    PC3 > 0.6546079
    PC46 > 0.8907815
    PC58 <= -0.8677828
    ->  class 1\|2  [0.923]

Rule 58/136: (8.5, lift 15.3)
    PC3 > 1.640775
    PC96 <= -4.783025
    ->  class 1\|2  [0.905]

Rule 58/137: (20.1/1.4, lift 15.1)
    PC1 > -0.1905799
    PC8 <= -3.941882
    PC19 <= -1.527043
    ->  class 1\|2  [0.891]

Rule 58/138: (6.4, lift 15.0)
    PC3 > 0.6546079
    PC9 > 0.3627688
    PC26 <= -1.26731
    PC47 > 0.4690966
    ->  class 1\|2  [0.882]

Rule 58/139: (107.9/14.2, lift 14.6)
    PC2 > 2.60032
    PC3 > 1.640775
    PC11 <= 1.423378
    PC15 > -0.05319579
    PC16 > -0.8879908
    PC22 <= 0.5196216
    PC49 <= 0.1929654
    PC51 <= 0.5926122
    PC93 > -0.9696231
    ->  class 1\|2  [0.862]

Rule 58/140: (103.2/14.3, lift 14.5)
    PC1 > -0.1905799
    PC16 > -0.4494286
    PC27 > 0.8556459
    PC79 <= 0.2546101
    ->  class 1\|2  [0.854]

Rule 58/141: (97.5/28.8, lift 11.9)
    PC1 > -0.1905799
    PC9 > 0.3627688
    PC19 <= -0.6420646
    ->  class 1\|2  [0.701]

Rule 58/142: (1396.2/901.3, lift 6.0)
    PC1 > -0.1905799
    PC2 <= 2.60032
    PC8 > -3.941882
    PC9 <= 0.3627688
    ->  class 1\|2  [0.355]

Rule 58/143: (86.8/0.3, lift 22.8)
    PC1 <= 1.128336
    PC2 > 2.60032
    PC3 > 1.640775
    PC15 <= -1.571989
    PC96 > -4.783025
    ->  class 1\|3  [0.986]

Rule 58/144: (112.8/0.9, lift 22.8)
    PC2 <= 2.60032
    PC3 > 0.6546079
    PC9 > 0.3627688
    PC9 <= 2.084999
    PC16 > -0.4494286
    PC47 <= 0.4690966
    PC57 > -0.01747401
    PC77 > -0.0250866
    ->  class 1\|3  [0.984]

Rule 58/145: (83/1.5, lift 22.5)
    PC2 <= 2.60032
    PC9 > 0.3627688
    PC9 <= 2.084999
    PC26 > -1.26731
    PC46 <= 0.8907815
    PC58 <= -0.8677828
    PC61 > -0.8250551
    PC79 > 0.2546101
    ->  class 1\|3  [0.971]

Rule 58/146: (28.3, lift 22.4)
    PC2 <= 2.60032
    PC3 > 0.09497605
    PC9 <= 0.3627688
    PC34 <= -0.6941806
    PC42 <= 0.04331348
    ->  class 1\|3  [0.967]

Rule 58/147: (30.6/0.2, lift 22.3)
    PC2 <= 2.60032
    PC3 > 0.09497605
    PC19 <= 0.1059669
    PC27 > -0.3597584
    PC34 > -0.6941806
    PC49 <= -1.077893
    ->  class 1\|3  [0.964]

Rule 58/148: (91.8/3.3, lift 22.1)
    PC2 <= 2.60032
    PC9 <= 2.084999
    PC26 > -1.26731
    PC27 <= 0.8556459
    PC46 <= 0.8907815
    PC58 <= -0.8677828
    PC61 > -0.8250551
    PC77 > -0.0250866
    PC83 <= -0.0264448
    ->  class 1\|3  [0.954]

Rule 58/149: (385.3/17.9, lift 22.0)
    PC1 > -0.1905799
    PC1 <= 10.12543
    PC2 <= 2.60032
    PC3 > 0.09497605
    PC7 <= 1.475861
    PC8 > -3.941882
    PC19 <= 0.1059669
    PC27 > -0.3597584
    PC29 > -0.2217724
    PC42 > 0.04331348
    PC61 <= 0.7701519
    ->  class 1\|3  [0.951]

Rule 58/150: (63.2/2.7, lift 21.8)
    PC2 <= 2.60032
    PC3 > 0.09497605
    PC9 <= 0.3627688
    PC19 <= 0.1059669
    PC35 <= 0.4127494
    PC69 > 0.6786524
    PC73 <= 0.9422004
    ->  class 1\|3  [0.943]

Rule 58/151: (12.1/0.3, lift 21.1)
    PC1 > -0.1905799
    PC2 <= 2.60032
    PC3 > 0.09497605
    PC19 <= 0.1059669
    PC44 <= -0.5904002
    PC51 <= 0.2196509
    ->  class 1\|3  [0.910]

Rule 58/152: (125.3/11.5, lift 20.9)
    PC1 > -0.1905799
    PC2 <= 2.60032
    PC3 > 0.09497605
    PC19 <= 0.1059669
    PC34 > -0.6941806
    PC35 <= 0.4127494
    PC44 > -0.5904002
    PC51 <= 0.2196509
    PC54 <= -0.01147935
    PC73 <= 0.9422004
    PC97 > -2.086961
    PC99 > -5.27263
    ->  class 1\|3  [0.902]

Rule 58/153: (25.1/1.8, lift 20.8)
    PC1 <= -0.1905799
    PC2 <= 2.60032
    PC8 > -0.1137233
    PC25 <= -0.4771732
    PC52 > -0.4470362
    ->  class 1\|3  [0.897]

Rule 58/154: (7.5, lift 20.7)
    PC2 <= 2.60032
    PC3 > 0.09497605
    PC9 <= 0.3627688
    PC19 <= 0.1059669
    PC29 > -0.2217724
    PC42 <= 0.04331348
    PC73 > 0.9422004
    PC97 > -2.086961
    ->  class 1\|3  [0.894]

Rule 58/155: (61.6/18.4, lift 16.1)
    PC2 > 2.60032
    PC3 > 1.640775
    PC15 <= -0.05319579
    PC91 <= -0.9476128
    ->  class 1\|3  [0.694]

Rule 58/156: (25.6/7.7, lift 15.8)
    PC3 > 0.6546079
    PC7 > -6.434374
    PC9 > 0.3627688
    PC16 <= -0.4494286
    PC68 <= -2.002274
    ->  class 1\|3  [0.683]

Rule 58/157: (335.9, lift 14.6)
    PC1 <= -0.1905799
    PC2 > -7.893059e-005
    PC2 <= 2.60032
    PC10 <= -0.4266262
    PC37 > 0.4334553
    PC52 > -0.4470362
    PC74 <= 0.03304842
    ->  class 2\|0  [0.997]

Rule 58/158: (443.3/2.4, lift 14.5)
    PC7 > 0.6015633
    PC8 > 2.293971
    PC9 > -2.500879
    PC11 > -0.4748538
    PC11 <= 2.091326
    PC13 > -0.5247426
    PC18 > -0.3415709
    PC18 <= 0.06038947
    PC19 <= -0.2086154
    PC21 > -0.248798
    PC28 <= 0.09373641
    PC56 <= 0.003246585
    PC59 <= 0.3063912
    ->  class 2\|0  [0.992]

Rule 58/159: (145.2/1, lift 14.5)
    PC1 <= -0.1905799
    PC2 <= -7.893059e-005
    PC8 > -0.1137233
    PC10 <= -0.173114
    PC12 > -0.9480676
    PC32 > 1.114577
    PC36 <= 0.3689404
    PC50 > -0.2781067
    PC95 > 0.0163403
    ->  class 2\|0  [0.986]

Rule 58/160: (82.8/0.8, lift 14.3)
    PC1 <= -0.1905799
    PC2 <= 2.60032
    PC7 > 0.6015633
    PC18 > -0.3415709
    PC19 <= 0.1785025
    PC20 > -0.4714027
    PC28 > 0.09373641
    PC29 <= 0.2023901
    PC56 <= 0.003246585
    PC75 <= 0.06442624
    ->  class 2\|0  [0.979]

Rule 58/161: (33.6, lift 14.2)
    PC1 <= -0.1905799
    PC8 > -0.1137233
    PC8 <= 2.293971
    PC10 <= -0.07913769
    PC19 <= -1.161853
    PC57 > 0.112213
    ->  class 2\|0  [0.972]

Rule 58/162: (421.7/14.6, lift 14.1)
    PC8 > 2.293971
    PC11 <= 2.091326
    PC13 > -0.5247426
    PC19 <= 0.1785025
    PC20 > -0.4714027
    PC21 > 0.923757
    PC29 <= 0.2023901
    PC62 <= 1.079711
    PC80 > -0.9005629
    ->  class 2\|0  [0.963]

Rule 58/163: (49.3/1, lift 14.1)
    PC1 <= -0.1905799
    PC8 > 2.293971
    PC19 <= 0.1785025
    PC21 > -0.248798
    PC53 > 1.158375
    ->  class 2\|0  [0.961]

Rule 58/164: (59.5/1.9, lift 14.0)
    PC1 > -0.1905799
    PC3 <= 0.09497605
    PC8 > -3.941882
    PC9 <= 0.3627688
    PC26 > -1.497802
    PC44 > 0.800207
    PC71 > -0.7803868
    PC82 <= 0.51978
    ->  class 2\|0  [0.954]

Rule 58/165: (32.3/0.9, lift 13.8)
    PC2 <= -7.893059e-005
    PC8 > -0.1137233
    PC8 <= 2.293971
    PC10 <= -0.07913769
    PC32 <= 1.114577
    PC37 <= -0.165005
    PC52 > -0.4470362
    PC57 > 0.112213
    ->  class 2\|0  [0.943]

Rule 58/166: (13.6, lift 13.7)
    PC1 <= -0.1905799
    PC8 > 2.293971
    PC12 > 0.8479891
    PC19 > 0.1785025
    PC100 > -0.3878797
    ->  class 2\|0  [0.936]

Rule 58/167: (114.2/7.8, lift 13.5)
    PC1 <= -0.1905799
    PC8 > 2.293971
    PC10 <= -0.3837617
    ->  class 2\|0  [0.924]

Rule 58/168: (10.5, lift 13.5)
    PC1 <= -0.1905799
    PC8 > 2.293971
    PC19 <= 0.1785025
    PC21 > -0.248798
    PC56 > 0.003246585
    PC62 <= 1.079711
    PC77 <= -0.7400153
    ->  class 2\|0  [0.920]

Rule 58/169: (6.5, lift 12.9)
    PC3 <= -1.503515
    PC8 > 2.293971
    PC19 > 0.1785025
    PC21 > -0.248798
    ->  class 2\|0  [0.881]

Rule 58/170: (177.4/30.7, lift 12.1)
    PC1 <= -0.1905799
    PC2 <= -7.893059e-005
    PC8 > -0.1137233
    PC23 > 0.5872701
    PC52 > -0.4470362
    PC57 > 0.112213
    PC62 > -1.447016
    ->  class 2\|0  [0.823]

Rule 58/171: (258.7/75, lift 10.4)
    PC1 <= -0.1905799
    PC2 <= 2.60032
    PC3 > -1.503515
    PC8 > 2.293971
    PC21 > -0.248798
    PC100 <= -0.3878797
    ->  class 2\|0  [0.708]

Rule 58/172: (146.8/0.2, lift 10.9)
    PC1 <= -0.1905799
    PC8 > 2.293971
    PC21 <= 0.923757
    PC53 <= 1.158375
    PC56 > 0.003246585
    PC77 > -0.7400153
    ->  class 2\|1  [0.992]

Rule 58/173: (104.1, lift 10.9)
    PC1 <= -0.1905799
    PC2 <= 2.60032
    PC8 > -0.1137233
    PC8 <= 2.254114
    PC10 > -0.07913769
    PC23 <= 0.5872701
    PC37 <= -0.360894
    PC52 > -0.4470362
    PC57 > 0.112213
    PC62 > -1.447016
    ->  class 2\|1  [0.991]

Rule 58/174: (73.4, lift 10.8)
    PC1 <= -0.1905799
    PC2 <= 2.60032
    PC8 > 0.6861098
    PC8 <= 2.293971
    PC11 > -1.782263
    PC20 > 0.1840227
    PC45 <= -0.01506644
    PC52 > -0.4470362
    PC87 <= 1.028044
    ->  class 2\|1  [0.987]

Rule 58/175: (75.4, lift 10.8)
    PC1 > -0.1905799
    PC3 <= 0.09497605
    PC8 > -3.941882
    PC9 <= 0.3627688
    PC44 > 0.800207
    PC71 <= -0.7803868
    ->  class 2\|1  [0.987]

Rule 58/176: (68.3, lift 10.8)
    PC2 <= 2.60032
    PC7 > 0.6015633
    PC8 > -0.1137233
    PC13 > -0.5247426
    PC19 <= 0.1785025
    PC21 <= 0.923757
    PC28 > 0.09373641
    PC75 > 0.06442624
    ->  class 2\|1  [0.985]

Rule 58/177: (56.6, lift 10.8)
    PC1 <= -0.1905799
    PC2 <= 2.60032
    PC8 > -0.1137233
    PC8 <= 2.293971
    PC10 > -0.173114
    PC32 > 1.114577
    PC52 > -0.4470362
    PC88 <= 0.7801945
    ->  class 2\|1  [0.983]

Rule 58/178: (54.4, lift 10.8)
    PC1 <= -0.1905799
    PC2 <= 2.60032
    PC8 > 2.293971
    PC19 > -0.2086154
    PC21 <= 0.923757
    ->  class 2\|1  [0.982]

Rule 58/179: (50.5, lift 10.8)
    PC1 <= -0.1905799
    PC8 > 2.293971
    PC11 <= -0.4748538
    PC21 <= 0.923757
    ->  class 2\|1  [0.981]

Rule 58/180: (85.2/0.9, lift 10.7)
    PC1 <= -0.1905799
    PC8 > 2.293971
    PC20 > -0.4714027
    PC23 <= 1.596539
    PC29 > 0.2023901
    PC80 > -0.434621
    PC95 > -0.4946398
    ->  class 2\|1  [0.978]

Rule 58/181: (40.8, lift 10.7)
    PC1 <= -0.1905799
    PC2 <= 2.60032
    PC8 > -0.1137233
    PC8 <= 2.293971
    PC32 > 1.114577
    PC88 <= 0.7801945
    PC95 <= 0.0163403
    ->  class 2\|1  [0.977]

Rule 58/182: (40.4, lift 10.7)
    PC1 <= -0.1905799
    PC2 <= -7.893059e-005
    PC4 > 0.3301347
    PC8 > -0.1137233
    ->  class 2\|1  [0.976]

Rule 58/183: (44.5/0.1, lift 10.7)
    PC1 <= -0.1905799
    PC2 <= -7.893059e-005
    PC8 > 0.6861098
    PC8 <= 2.293971
    PC12 > -2.923698
    PC32 <= 1.114577
    PC57 <= 0.112213
    PC80 <= -0.6682129
    ->  class 2\|1  [0.976]

Rule 58/184: (210.3/5.2, lift 10.6)
    PC1 <= -0.1905799
    PC3 > -1.503515
    PC8 > 2.293971
    PC10 > -0.3837617
    PC12 <= 0.8479891
    PC19 > 0.1785025
    PC100 > -0.3878797
    ->  class 2\|1  [0.971]

Rule 58/185: (47/0.6, lift 10.6)
    PC2 <= -7.893059e-005
    PC4 <= 0.3301347
    PC8 > -0.1137233
    PC19 > -1.034346
    PC32 <= 1.114577
    PC57 <= 0.112213
    PC76 > -0.07297
    PC89 <= -0.1922626
    ->  class 2\|1  [0.968]

Rule 58/186: (67.6/1.2, lift 10.6)
    PC1 <= -0.1905799
    PC8 > 2.293971
    PC62 > 1.079711
    ->  class 2\|1  [0.968]

Rule 58/187: (139.3/3.8, lift 10.6)
    PC1 <= -0.1905799
    PC2 <= -7.893059e-005
    PC8 > -0.1137233
    PC8 <= 2.254114
    PC9 > -3.636808
    PC10 > -0.07913769
    PC23 <= 0.5872701
    PC52 > -0.4470362
    PC57 > 0.112213
    PC62 > -1.447016
    PC76 <= -0.07615
    PC79 <= 0.3512107
    ->  class 2\|1  [0.966]

Rule 58/188: (24.3, lift 10.6)
    PC1 <= -0.1905799
    PC2 <= 2.60032
    PC8 > -0.1137233
    PC8 <= 0.6861098
    PC57 <= 0.112213
    PC76 > -0.07879007
    PC84 > 0.1535027
    PC84 <= 0.1802202
    ->  class 2\|1  [0.962]

Rule 58/189: (23.1, lift 10.5)
    PC8 > 2.293971
    PC9 <= -2.500879
    PC13 > -0.5247426
    PC21 <= 0.923757
    ->  class 2\|1  [0.960]

Rule 58/190: (22, lift 10.5)
    PC1 <= -0.1905799
    PC2 <= -7.893059e-005
    PC8 > -0.1137233
    PC8 <= 2.293971
    PC32 > 1.114577
    PC36 > 0.3689404
    ->  class 2\|1  [0.958]

Rule 58/191: (20.8, lift 10.5)
    PC1 <= -0.1905799
    PC2 <= 2.60032
    PC8 > -0.1137233
    PC8 <= 0.6861098
    PC57 <= 0.112213
    PC100 > 1.488753
    ->  class 2\|1  [0.956]

Rule 58/192: (24.1/0.2, lift 10.5)
    PC2 <= -7.893059e-005
    PC4 <= 0.3301347
    PC8 > -0.1137233
    PC8 <= 2.293971
    PC28 <= -0.1244157
    PC32 <= 1.114577
    PC76 > -0.07879007
    PC100 <= 1.488753
    ->  class 2\|1  [0.955]

Rule 58/193: (19.4, lift 10.5)
    PC1 <= -0.1905799
    PC2 <= 2.60032
    PC34 > 1.066212
    PC47 <= -0.8940195
    ->  class 2\|1  [0.953]

Rule 58/194: (18.1, lift 10.4)
    PC1 <= -0.1905799
    PC2 <= 2.60032
    PC3 <= -1.520556
    PC8 > -0.1137233
    PC20 > 0.1840227
    PC45 > -0.01506644
    ->  class 2\|1  [0.950]

Rule 58/195: (17.9, lift 10.4)
    PC1 <= -0.1905799
    PC2 <= 2.60032
    PC3 <= -1.552025
    PC8 <= -0.1137233
    PC30 > 0.2204484
    PC43 > -1.484423
    ->  class 2\|1  [0.950]

Rule 58/196: (17.2, lift 10.4)
    PC2 <= 2.60032
    PC8 > -0.1137233
    PC41 > 3.269326
    PC57 <= 0.112213
    PC76 > -0.07879007
    ->  class 2\|1  [0.948]

Rule 58/197: (129/6.1, lift 10.4)
    PC1 <= -0.1905799
    PC2 <= -7.893059e-005
    PC8 > -0.1137233
    PC8 <= 2.254114
    PC10 > -0.07913769
    PC23 <= 0.5872701
    PC35 <= 0.1117283
    PC57 > 0.112213
    PC79 <= 0.3512107
    ->  class 2\|1  [0.946]

Rule 58/198: (20.2/0.3, lift 10.3)
    PC1 <= -0.1905799
    PC2 <= -7.893059e-005
    PC8 > -0.1137233
    PC19 <= 0.1785025
    PC20 <= -0.4714027
    PC21 > -0.248798
    ->  class 2\|1  [0.942]

Rule 58/199: (373.5/22.1, lift 10.3)
    PC1 <= -0.1905799
    PC2 <= -7.893059e-005
    PC8 > 0.6861098
    PC8 <= 2.293971
    PC12 > -2.923698
    PC19 <= 3.291603
    PC20 <= 0.1840227
    PC32 <= 1.114577
    PC37 > -0.4407529
    PC42 > -0.8605924
    PC57 <= 0.112213
    ->  class 2\|1  [0.939]

Rule 58/200: (75.9/4.2, lift 10.2)
    PC1 <= -0.1905799
    PC8 > 2.293971
    PC18 <= -0.3415709
    PC20 > -0.4714027
    PC23 <= 1.596539
    ->  class 2\|1  [0.933]

Rule 58/201: (12.5, lift 10.2)
    PC2 <= -7.893059e-005
    PC8 > -0.1137233
    PC8 <= 2.293971
    PC32 > 1.114577
    PC50 <= -0.2781067
    ->  class 2\|1  [0.931]

Rule 58/202: (15/0.3, lift 10.2)
    PC1 <= -0.1905799
    PC2 <= 2.60032
    PC7 > 0.6015633
    PC8 > -0.1137233
    PC18 > 0.06038947
    PC19 <= 0.1785025
    PC21 <= 0.923757
    PC56 <= 0.003246585
    ->  class 2\|1  [0.926]

Rule 58/203: (117.9/8.1, lift 10.1)
    PC1 <= -0.1905799
    PC2 <= 2.60032
    PC7 > 0.6015633
    PC18 <= 0.06038947
    PC21 <= 0.923757
    PC23 <= 1.596539
    PC59 > 0.3063912
    ->  class 2\|1  [0.924]

Rule 58/204: (140.7/10.5, lift 10.1)
    PC2 <= 2.60032
    PC8 > 0.6861098
    PC12 > -2.923698
    PC45 > -0.01506644
    PC57 <= 0.112213
    PC61 <= -0.7824197
    ->  class 2\|1  [0.920]

Rule 58/205: (50.1/3.6, lift 10.0)
    PC1 <= -0.1905799
    PC2 <= -7.893059e-005
    PC8 > -0.1137233
    PC8 <= 2.293971
    PC10 <= -0.119951
    PC19 > -1.161853
    PC32 <= 1.114577
    PC37 > -0.165005
    PC57 > 0.112213
    PC89 <= 0.3085241
    ->  class 2\|1  [0.911]

Rule 58/206: (9.2, lift 10.0)
    PC1 > -0.1905799
    PC2 <= 2.60032
    PC9 <= 0.3627688
    PC11 <= -0.4281766
    PC85 <= -0.4943444
    ->  class 2\|1  [0.911]

Rule 58/207: (13.4/0.4, lift 10.0)
    PC1 <= -0.1905799
    PC8 > 0.6861098
    PC20 > 0.1840227
    PC28 <= -0.07239529
    PC45 > -0.01506644
    PC80 > -0.6682129
    ->  class 2\|1  [0.908]

Rule 58/208: (9.9/0.2, lift 9.9)
    PC1 <= -0.1905799
    PC2 <= 2.60032
    PC8 > -0.1137233
    PC8 <= 0.6861098
    PC57 <= 0.112213
    PC76 > -0.07879007
    PC76 <= -0.07297
    ->  class 2\|1  [0.903]

Rule 58/209: (63.2/5.3, lift 9.9)
    PC2 <= -7.893059e-005
    PC8 > -0.1137233
    PC11 > 2.091326
    PC19 <= 0.1785025
    PC21 > -0.248798
    PC23 <= 1.596539
    PC25 > -0.4771732
    PC52 > -0.4470362
    ->  class 2\|1  [0.903]

Rule 58/210: (16.6/0.8, lift 9.9)
    PC1 <= -0.1905799
    PC2 <= -7.893059e-005
    PC8 > -0.1137233
    PC21 > 0.923757
    PC29 <= 0.2023901
    PC62 <= 1.079711
    PC80 <= -0.9005629
    ->  class 2\|1  [0.901]

Rule 58/211: (7.4, lift 9.7)
    PC29 <= 0.3448451
    PC30 > 0.2204484
    PC47 > -0.8940195
    PC77 <= -2.947826
    ->  class 2\|1  [0.888]

Rule 58/212: (6.7, lift 9.7)
    PC1 <= -0.1905799
    PC2 <= 2.60032
    PC8 <= -0.1137233
    PC30 > 0.2204484
    PC100 > 3.559403
    ->  class 2\|1  [0.885]

Rule 58/213: (6.6, lift 9.7)
    PC2 <= 2.60032
    PC8 > -3.153274
    PC12 <= 5.398648
    PC43 <= -1.484423
    PC48 > 1.181405
    ->  class 2\|1  [0.883]

Rule 58/214: (113.1/16, lift 9.3)
    PC2 <= -7.893059e-005
    PC8 > -0.1137233
    PC8 <= 2.293971
    PC25 > -0.4771732
    PC32 <= 1.114577
    PC76 > -0.07879007
    PC88 <= -0.2674662
    ->  class 2\|1  [0.852]

Rule 58/215: (30/3.9, lift 9.3)
    PC1 <= -0.1905799
    PC7 <= 0.6015633
    PC8 > 2.293971
    PC23 <= 1.596539
    ->  class 2\|1  [0.848]

Rule 58/216: (81.4/12, lift 9.3)
    PC4 <= 0.3301347
    PC8 > -0.1137233
    PC8 <= 2.293971
    PC19 <= -1.034346
    PC25 > -0.4771732
    PC57 <= 0.112213
    PC76 > -0.07879007
    PC100 <= 1.488753
    ->  class 2\|1  [0.844]

Rule 58/217: (38.7/6.3, lift 9.0)
    PC1 <= -0.1905799
    PC2 <= 2.60032
    PC8 > -3.153274
    PC12 > 5.398648
    ->  class 2\|1  [0.820]

Rule 58/218: (27.7/5.4, lift 8.6)
    PC1 <= -0.1905799
    PC2 <= 2.60032
    PC8 > -3.153274
    PC8 <= -0.1137233
    PC10 <= -0.4534767
    PC33 > -0.8200422
    PC89 <= -0.4141996
    ->  class 2\|1  [0.786]

Rule 58/219: (33.8/6.9, lift 8.6)
    PC2 <= 2.60032
    PC7 > 0.6015633
    PC13 <= -0.5247426
    PC18 > -0.3415709
    PC21 > -0.248798
    PC29 <= 0.2023901
    ->  class 2\|1  [0.780]

Rule 58/220: (31.2/7.8, lift 8.1)
    PC2 <= 2.60032
    PC8 > -3.153274
    PC8 <= -0.1137233
    PC30 > 0.2204484
    PC38 > -1.617691
    PC43 > -1.484423
    PC87 <= -0.8287594
    ->  class 2\|1  [0.735]

Rule 58/221: (17.9/6, lift 7.1)
    PC1 <= -0.1905799
    PC2 > -7.893059e-005
    PC2 <= 2.60032
    PC8 > -0.1137233
    PC10 <= -0.4266262
    PC37 <= 0.4334553
    PC52 > -0.4470362
    ->  class 2\|1  [0.647]

Rule 58/222: (85.1, lift 11.3)
    PC1 <= -0.1905799
    PC2 <= 2.60032
    PC8 > -3.153274
    PC8 <= -0.1137233
    PC10 > -0.4534767
    PC12 <= 2.149467
    PC60 <= 0.2196866
    PC62 > 0.7381178
    PC80 > -1.31705
    ->  class 2\|2  [0.989]

Rule 58/223: (81.2, lift 11.3)
    PC1 <= -0.1905799
    PC2 <= 2.60032
    PC8 > -3.153274
    PC8 <= -0.1137233
    PC13 > -0.1167674
    PC35 > -1.833531
    PC56 > 0.3446369
    PC64 > -0.1545735
    PC65 <= 0.4447294
    PC84 <= 0.3616703
    ->  class 2\|2  [0.988]

Rule 58/224: (80.9, lift 11.3)
    PC1 <= -0.1905799
    PC2 <= 2.60032
    PC8 > -3.153274
    PC8 <= -0.1137233
    PC10 > -0.4534767
    PC16 <= 1.520959
    PC30 <= 0.2204484
    PC60 <= 0.2196866
    PC63 <= 0.1864378
    PC84 <= 0.3616703
    PC93 > 0.4485675
    ->  class 2\|2  [0.988]

Rule 58/225: (75.4, lift 11.2)
    PC1 > -0.1905799
    PC3 <= 0.09497605
    PC9 <= 0.3627688
    PC11 > -0.4281766
    PC11 <= 2.046466
    PC26 > -1.497802
    PC44 <= 0.800207
    PC85 <= -0.4943444
    PC87 <= 0.6978478
    ->  class 2\|2  [0.987]

Rule 58/226: (174.3/1.9, lift 11.2)
    PC8 > -3.153274
    PC8 <= -0.1137233
    PC9 > 6.396509
    PC14 > -0.793741
    PC19 > -3.162206
    PC24 <= 1.39582
    PC30 <= 0.2204484
    PC31 <= 1.297428
    PC98 > -0.7850819
    ->  class 2\|2  [0.984]

Rule 58/227: (109.2/1.1, lift 11.2)
    PC1 <= -0.1905799
    PC2 <= 2.60032
    PC8 > -3.153274
    PC8 <= -0.1137233
    PC10 > -0.4534767
    PC12 <= 5.398648
    PC26 <= 3.38276
    PC30 <= 0.2204484
    PC35 > -1.833531
    PC60 <= 0.2196866
    PC61 <= 7.367667
    PC63 > 0.1864378
    PC84 <= 0.3616703
    ->  class 2\|2  [0.981]

Rule 58/228: (81.4/0.6, lift 11.2)
    PC2 <= 2.60032
    PC8 > -3.153274
    PC8 <= -0.1137233
    PC10 > -0.4534767
    PC12 <= 2.149467
    PC16 <= 1.520959
    PC60 <= 0.2196866
    PC63 <= 0.1864378
    PC64 > -0.1545735
    PC65 <= 0.4447294
    PC80 > -1.31705
    PC90 <= -0.3582252
    PC93 <= 0.4485675
    ->  class 2\|2  [0.981]

Rule 58/229: (59.7/0.5, lift 11.1)
    PC1 <= -0.1905799
    PC2 <= 2.60032
    PC8 > -3.153274
    PC8 <= -0.1137233
    PC10 > -0.4534767
    PC12 <= 2.149467
    PC13 <= -0.1167674
    PC16 <= 1.520959
    PC30 <= 0.2204484
    PC60 <= 0.2196866
    PC63 <= 0.1864378
    PC64 > -0.1545735
    PC65 <= 0.4447294
    ->  class 2\|2  [0.976]

Rule 58/230: (36.6, lift 11.1)
    PC1 <= -0.1905799
    PC2 <= 2.60032
    PC8 > -3.153274
    PC8 <= -0.1137233
    PC38 <= -1.617691
    PC43 > -1.484423
    ->  class 2\|2  [0.974]

Rule 58/231: (33.9, lift 11.1)
    PC2 <= 2.60032
    PC8 > -3.153274
    PC8 <= -0.1137233
    PC10 > -0.4534767
    PC12 <= 2.149467
    PC30 <= 0.2204484
    PC56 <= 0.3446369
    PC62 <= 0.7381178
    PC64 > -0.1545735
    PC65 <= 0.4447294
    PC88 > 0.2277094
    PC93 <= 0.4485675
    ->  class 2\|2  [0.972]

Rule 58/232: (44.9/0.3, lift 11.1)
    PC1 <= -0.1905799
    PC2 <= 2.60032
    PC8 <= -0.1137233
    PC10 > -0.4534767
    PC12 <= 2.149467
    PC16 <= 1.520959
    PC30 <= 0.2204484
    PC45 > 0.2308589
    PC60 <= 0.2196866
    ->  class 2\|2  [0.971]

Rule 58/233: (24.1, lift 11.0)
    PC1 <= -0.1905799
    PC2 <= 2.60032
    PC8 > -3.153274
    PC30 <= 0.2204484
    PC80 <= -1.31705
    PC84 <= 0.3616703
    PC93 <= 0.4485675
    ->  class 2\|2  [0.962]

Rule 58/234: (19.3, lift 10.9)
    PC1 <= -0.1905799
    PC2 <= 2.60032
    PC8 > -3.153274
    PC8 <= -0.1137233
    PC9 <= 6.396509
    PC12 <= 5.398648
    PC25 <= 0.172761
    PC60 > 0.2196866
    PC68 <= -0.02032812
    PC75 > 0.5339503
    ->  class 2\|2  [0.953]

Rule 58/235: (21.8/0.3, lift 10.8)
    PC1 <= -0.1905799
    PC8 > 0.6861098
    PC8 <= 2.293971
    PC11 <= -1.782263
    PC20 > 0.1840227
    PC57 <= 0.112213
    ->  class 2\|2  [0.946]

Rule 58/236: (246.9/13.6, lift 10.7)
    PC1 <= -0.1905799
    PC2 <= 2.60032
    PC6 <= 1.671606
    PC8 > -3.153274
    PC8 <= -0.1137233
    PC43 <= -1.484423
    PC48 <= 1.181405
    PC60 <= 1.825348
    PC62 > -4.324138
    ->  class 2\|2  [0.941]

Rule 58/237: (12.7, lift 10.6)
    PC2 <= 2.60032
    PC8 > -0.1137233
    PC8 <= 2.293971
    PC52 > -0.4470362
    PC88 > 0.7801945
    ->  class 2\|2  [0.932]

Rule 58/238: (11.2, lift 10.5)
    PC1 <= -0.1905799
    PC3 > 0.3771049
    PC8 <= -0.1137233
    PC16 <= 1.520959
    PC60 <= 0.2196866
    PC64 > -0.1545735
    PC65 <= 0.4447294
    ->  class 2\|2  [0.924]

Rule 58/239: (25.2/1.3, lift 10.4)
    PC1 <= -0.1905799
    PC2 <= 2.60032
    PC8 <= 2.293971
    PC20 <= 0.1840227
    PC25 > -0.4771732
    PC32 <= 1.114577
    PC42 <= -0.8605924
    PC57 <= 0.112213
    ->  class 2\|2  [0.917]

Rule 58/240: (209.9/20.2, lift 10.3)
    PC1 <= -0.1905799
    PC3 > -1.552025
    PC8 > -3.153274
    PC8 <= -0.1137233
    PC10 > -0.1039929
    PC11 > -2.843719
    PC29 <= 0.3448451
    PC30 > 0.2204484
    PC34 <= 1.16749
    PC47 > -0.8940195
    PC77 > -2.947826
    PC87 > -0.8287594
    PC100 <= 3.559403
    ->  class 2\|2  [0.900]

Rule 58/241: (8.5, lift 10.2)
    PC2 <= 2.60032
    PC8 > -0.1137233
    PC8 <= 2.293971
    PC50 <= -1.099953
    PC52 > -0.4470362
    PC57 > 0.112213
    ->  class 2\|2  [0.897]

Rule 58/242: (107.9/10.7, lift 10.2)
    PC1 <= -0.1905799
    PC2 <= -7.893059e-005
    PC3 > -1.520556
    PC8 > 0.6861098
    PC8 <= 2.293971
    PC20 > 0.1840227
    PC28 > -0.07239529
    PC32 <= 1.114577
    PC45 > -0.01506644
    PC57 <= 0.112213
    PC61 > -0.7824197
    PC80 > -0.6682129
    ->  class 2\|2  [0.893]

Rule 58/243: (16.4/1.2, lift 10.0)
    PC1 <= -0.1905799
    PC2 <= 2.60032
    PC8 > 2.293971
    PC23 > 1.596539
    ->  class 2\|2  [0.882]

Rule 58/244: (5.9, lift 9.9)
    PC1 <= -0.1905799
    PC8 > 2.254114
    PC8 <= 2.293971
    PC32 <= 1.114577
    PC57 > 0.112213
    ->  class 2\|2  [0.873]

Rule 58/245: (51.5/6.8, lift 9.7)
    PC1 <= -1.988907
    PC8 > -3.153274
    PC8 <= -0.1137233
    PC9 <= 6.396509
    PC25 <= 0.172761
    PC60 > 0.2196866
    PC75 > 0.5339503
    PC82 > -0.3561285
    ->  class 2\|2  [0.855]

Rule 58/246: (97.2/15.3, lift 9.5)
    PC1 <= -0.1905799
    PC8 > -0.1137233
    PC8 <= 2.293971
    PC12 <= -2.923698
    PC32 <= 1.114577
    PC52 > -0.4470362
    PC57 <= 0.112213
    ->  class 2\|2  [0.836]

Rule 58/247: (14/1.6, lift 9.5)
    PC1 <= -0.1905799
    PC2 <= 2.60032
    PC8 > -0.1137233
    PC8 <= 2.293971
    PC10 <= -0.07913769
    PC32 <= 1.114577
    PC57 > 0.112213
    PC89 > 0.3085241
    ->  class 2\|2  [0.835]

Rule 58/248: (24.3/3.8, lift 9.3)
    PC1 <= -0.1905799
    PC2 <= 2.60032
    PC8 > -0.1137233
    PC8 <= 2.293971
    PC10 > -0.07913769
    PC23 <= 0.5872701
    PC35 > 0.1117283
    PC37 > -0.360894
    PC57 > 0.112213
    PC76 > -0.07615
    ->  class 2\|2  [0.819]

Rule 58/249: (454.7/101.1, lift 8.8)
    PC1 <= -0.1905799
    PC2 <= -7.893059e-005
    PC8 > -0.1137233
    PC8 <= 0.6861098
    PC32 <= 1.114577
    PC57 <= 0.112213
    PC100 <= 1.488753
    ->  class 2\|2  [0.776]

Rule 58/250: (8.1/1.3, lift 8.8)
    PC2 <= -7.893059e-005
    PC8 > -0.1137233
    PC8 <= 2.293971
    PC37 > -0.360894
    PC79 > 0.3512107
    ->  class 2\|2  [0.770]

Rule 58/251: (39.3/10, lift 8.4)
    PC1 <= -0.1905799
    PC2 <= 2.60032
    PC8 > -3.153274
    PC8 <= -0.1137233
    PC12 <= 5.398648
    PC14 <= -0.9591961
    PC25 <= 0.172761
    PC30 <= 0.2204484
    PC60 > 0.2196866
    PC75 <= 0.5339503
    ->  class 2\|2  [0.734]

Rule 58/252: (38.8/12.1, lift 7.7)
    PC1 <= -0.1905799
    PC8 <= -3.153274
    PC38 > 0.138903
    PC64 > -0.2020136
    ->  class 2\|2  [0.678]

Rule 58/253: (102.3/37.8, lift 7.2)
    PC1 <= -0.1905799
    PC2 <= 2.60032
    PC8 > -0.1137233
    PC8 <= 2.293971
    PC37 <= -0.4407529
    PC42 > -0.8605924
    PC52 > -0.4470362
    PC57 <= 0.112213
    ->  class 2\|2  [0.628]

Rule 58/254: (193.7/82.8, lift 6.5)
    PC1 <= -0.1905799
    PC2 <= 2.60032
    PC8 > -3.153274
    PC8 <= -0.1137233
    PC10 > -0.4534767
    PC25 > 0.172761
    PC29 <= 0.3448451
    PC60 > 0.2196866
    ->  class 2\|2  [0.572]

Rule 58/255: (155.4, lift 8.3)
    PC2 <= 2.60032
    PC8 <= -3.153274
    PC38 <= 0.138903
    PC83 <= 0.3663727
    PC93 > 0.4432856
    PC96 <= 0.2003265
    ->  class 2\|3  [0.994]

Rule 58/256: (134, lift 8.3)
    PC5 <= 2.054357
    PC8 <= -3.153274
    PC53 <= -0.6681173
    PC83 <= 0.3663727
    PC96 <= 0.2003265
    ->  class 2\|3  [0.993]

Rule 58/257: (121.1, lift 8.3)
    PC2 <= 2.60032
    PC8 <= -3.153274
    PC38 <= 0.138903
    PC44 <= 0.8354484
    PC45 > 0.1517099
    ->  class 2\|3  [0.992]

Rule 58/258: (153.3/0.5, lift 8.3)
    PC1 <= -0.1905799
    PC8 <= -3.153274
    PC9 <= 0.5689062
    PC24 > -0.1110386
    PC38 <= 0.138903
    PC77 <= 1.173019
    PC96 > 0.2003265
    ->  class 2\|3  [0.990]

Rule 58/259: (61, lift 8.2)
    PC1 <= -0.1905799
    PC2 <= 2.60032
    PC8 <= -0.1137233
    PC31 <= 1.247197
    PC38 <= 0.138903
    PC44 <= 0.8354484
    PC59 <= -0.5666307
    PC80 > -0.7659971
    PC93 <= 0.4432856
    ->  class 2\|3  [0.984]

Rule 58/260: (56.5, lift 8.2)
    PC1 <= -0.1905799
    PC8 <= -3.153274
    PC31 > 1.247197
    PC38 <= 0.138903
    ->  class 2\|3  [0.983]

Rule 58/261: (53.5, lift 8.2)
    PC1 <= -0.1905799
    PC2 <= 2.60032
    PC8 > -3.153274
    PC8 <= -0.1137233
    PC29 <= 0.3448451
    PC30 > 0.2204484
    PC34 <= 1.066212
    PC38 > -1.617691
    PC43 > -1.484423
    PC47 <= -0.8940195
    ->  class 2\|3  [0.982]

Rule 58/262: (59.8/0.2, lift 8.2)
    PC2 <= 2.60032
    PC8 <= -3.153274
    PC44 <= 0.8354484
    PC68 > 0.8611033
    PC75 > -0.04258429
    PC96 <= 0.2003265
    ->  class 2\|3  [0.980]

Rule 58/263: (145.3/2.6, lift 8.1)
    PC1 <= -0.1905799
    PC8 <= -3.153274
    PC38 <= 0.138903
    PC74 <= -0.8009616
    ->  class 2\|3  [0.976]

Rule 58/264: (112.4/1.8, lift 8.1)
    PC1 > -0.1905799
    PC2 <= 2.60032
    PC8 <= -3.941882
    PC44 <= 0.6906492
    PC89 > -0.3981536
    ->  class 2\|3  [0.975]

Rule 58/265: (165.5/3.2, lift 8.1)
    PC2 <= 2.60032
    PC8 <= -3.153274
    PC17 <= 0.9588872
    PC38 <= 0.138903
    PC44 <= 0.8354484
    PC68 <= 0.8611033
    PC80 > -0.7659971
    PC83 <= 0.3663727
    PC90 <= 0.33089
    PC97 <= 0.04705508
    PC98 > -0.3292939
    PC98 <= 0.5366434
    ->  class 2\|3  [0.975]

Rule 58/266: (33.9, lift 8.1)
    PC2 <= 2.60032
    PC8 <= -0.1137233
    PC9 <= 6.396509
    PC61 > 7.367667
    ->  class 2\|3  [0.972]

Rule 58/267: (31.1, lift 8.1)
    PC1 > -0.1905799
    PC8 <= -3.941882
    PC14 > 1.576791
    PC19 > -1.527043
    ->  class 2\|3  [0.970]

Rule 58/268: (80.9/1.8, lift 8.0)
    PC1 <= -0.1905799
    PC8 <= -3.153274
    PC22 <= -1.834077
    PC38 <= 0.138903
    ->  class 2\|3  [0.966]

Rule 58/269: (24.5, lift 8.0)
    PC1 <= -0.1905799
    PC2 <= 2.60032
    PC8 > -3.153274
    PC8 <= -0.1137233
    PC9 <= 6.396509
    PC10 > -0.4534767
    PC25 > 0.172761
    PC30 <= 0.2204484
    PC49 > -0.07090369
    PC60 > 0.2196866
    ->  class 2\|3  [0.962]

Rule 58/270: (35.2/0.5, lift 8.0)
    PC1 <= 8.272938
    PC3 <= 0.09497605
    PC9 <= 0.3627688
    PC11 > 2.046466
    PC19 > -3.654649
    PC26 > -1.497802
    PC44 <= 0.800207
    PC85 <= -0.4943444
    ->  class 2\|3  [0.960]

Rule 58/271: (21.3, lift 8.0)
    PC2 <= 2.60032
    PC8 <= -3.153274
    PC43 <= -0.3508555
    PC83 > 0.3663727
    PC94 <= 0.8244115
    PC96 <= 0.2003265
    ->  class 2\|3  [0.957]

Rule 58/272: (103.7/3.9, lift 7.9)
    PC1 <= -0.1905799
    PC8 <= -3.153274
    PC74 > -0.8009616
    PC94 > 0.8244115
    ->  class 2\|3  [0.954]

Rule 58/273: (61/2.2, lift 7.9)
    PC1 <= -0.1905799
    PC8 <= -0.1137233
    PC9 <= 6.396509
    PC30 <= 0.2204484
    PC35 <= -1.833531
    PC43 > -1.484423
    PC84 <= 0.3616703
    ->  class 2\|3  [0.950]

Rule 58/274: (51.8/2.6, lift 7.8)
    PC8 <= -3.153274
    PC26 > 3.239936
    ->  class 2\|3  [0.934]

Rule 58/275: (81/5.1, lift 7.7)
    PC2 <= -2.567986
    PC8 > -3.153274
    PC8 <= -0.1137233
    PC9 <= 6.396509
    PC14 > -0.9591961
    PC25 <= 0.172761
    PC30 <= 0.2204484
    PC60 > 0.2196866
    PC68 > 1.505965
    PC71 <= 0.6440126
    PC75 <= 0.5339503
    ->  class 2\|3  [0.926]

Rule 58/276: (65.3/5.5, lift 7.5)
    PC1 <= -0.1905799
    PC2 <= 2.60032
    PC8 <= -0.1137233
    PC17 > 0.9588872
    PC22 > -1.834077
    ->  class 2\|3  [0.903]

Rule 58/277: (6.9, lift 7.4)
    PC1 <= -0.1905799
    PC2 <= 2.60032
    PC8 <= -0.1137233
    PC24 > 1.39582
    PC30 <= 0.2204484
    ->  class 2\|3  [0.888]

Rule 58/278: (94.7/11.3, lift 7.3)
    PC1 <= -0.1905799
    PC8 <= -3.153274
    PC80 <= -0.7659971
    PC94 <= 0.8244115
    PC98 <= 0.5366434
    ->  class 2\|3  [0.873]

Rule 58/279: (18.5/1.7, lift 7.2)
    PC1 <= -0.1905799
    PC2 <= 2.60032
    PC8 > -3.153274
    PC8 <= -0.1137233
    PC12 > -1.343814
    PC25 > 0.172761
    PC30 <= 0.2204484
    PC43 > -1.484423
    PC74 > 0.4559528
    ->  class 2\|3  [0.867]

Rule 58/280: (47.1/6.2, lift 7.1)
    PC1 > -0.1905799
    PC1 <= 8.272938
    PC3 <= 0.09497605
    PC8 > -3.941882
    PC9 <= 0.3627688
    PC19 > -3.654649
    PC26 > -1.497802
    PC44 <= 0.800207
    PC67 > -0.4050675
    PC85 > -0.4943444
    ->  class 2\|3  [0.854]

Rule 58/281: (25.8/5.1, lift 6.5)
    PC2 <= 2.60032
    PC8 > -3.153274
    PC8 <= -0.1137233
    PC11 <= -2.843719
    PC30 > 0.2204484
    ->  class 2\|3  [0.780]

Rule 58/282: (7870.7/5655.1, lift 2.3)
    PC1 <= -0.1905799
    PC2 <= 2.60032
    ->  class 2\|3  [0.282]

Rule 58/283: (101.6, lift 20.5)
    PC1 > -0.1905799
    PC2 <= 2.60032
    PC8 <= -3.941882
    PC14 <= 1.576791
    PC44 > 0.6906492
    ->  class 2\|4  [0.990]

Rule 58/284: (28.2/1.1, lift 19.3)
    PC1 > -0.1905799
    PC2 <= 2.60032
    PC8 <= -3.941882
    PC89 <= -0.3981536
    ->  class 2\|4  [0.929]

Rule 58/285: (75/5.1, lift 19.1)
    PC1 <= -0.1905799
    PC2 <= 2.60032
    PC8 <= -0.1137233
    PC9 <= 6.396509
    PC25 <= 0.172761
    PC43 > -1.484423
    PC58 > -1.093528
    PC68 > 1.505965
    PC71 > 0.6440126
    PC75 <= 0.5339503
    ->  class 2\|4  [0.921]

Rule 58/286: (16.6/1.2, lift 18.2)
    PC1 > -0.1905799
    PC3 <= 0.09497605
    PC19 > -3.654649
    PC26 > -1.497802
    PC44 <= 0.800207
    PC67 <= -0.4050675
    ->  class 2\|4  [0.879]

Rule 58/287: (22.8/2.1, lift 18.1)
    PC2 <= 2.60032
    PC8 <= -0.1137233
    PC12 <= 5.398648
    PC43 <= -1.484423
    PC62 <= -4.324138
    ->  class 2\|4  [0.874]

Rule 58/288: (18.4/2.1, lift 17.6)
    PC9 > 6.396509
    PC19 <= -3.162206
    PC43 > -1.484423
    ->  class 2\|4  [0.850]

Rule 58/289: (5.3/0.2, lift 17.2)
    PC1 > -0.264861
    PC1 <= -0.1905799
    PC8 <= -0.1137233
    PC10 > -0.4534767
    PC60 > 0.2196866
    ->  class 2\|4  [0.831]

Rule 58/290: (3.3, lift 16.8)
    PC1 <= -0.1905799
    PC6 > 1.671606
    PC8 <= -0.1137233
    PC43 <= -1.484423
    ->  class 2\|4  [0.812]

Rule 58/291: (26.6/8.5, lift 13.8)
    PC2 <= 2.60032
    PC8 > -3.153274
    PC8 <= -0.1137233
    PC9 <= 6.396509
    PC12 <= 5.398648
    PC30 <= 0.2204484
    PC58 <= -1.093528
    PC75 <= 0.5339503
    ->  class 2\|4  [0.667]

Rule 58/292: (16.2/5.6, lift 13.3)
    PC1 <= -0.1905799
    PC2 <= 2.60032
    PC8 > -3.153274
    PC8 <= -0.1137233
    PC25 <= 0.172761
    PC29 > 0.2792483
    PC30 <= 0.2204484
    PC60 > 0.2196866
    PC75 <= 0.5339503
    ->  class 2\|4  [0.639]

Rule 58/293: (49.5/24, lift 10.7)
    PC1 <= -0.1905799
    PC2 <= 2.60032
    PC8 > -3.153274
    PC8 <= -0.1137233
    PC10 > -0.4534767
    PC29 > 0.3448451
    PC38 > -1.617691
    ->  class 2\|4  [0.515]

Rule 58/294: (1366.3/672.6, lift 10.5)
    PC1 <= -0.1905799
    PC8 <= -3.153274
    PC38 <= 0.138903
    ->  class 2\|4  [0.508]

Default class: 2\|3

-----  Trial 59:  -----

Rules:

Rule 59/1: (146.9, lift 16.2)
    PC13 > -5.756136
    PC18 > 2.129967
    PC22 > -0.4121532
    PC62 <= -1.128139
    PC63 <= 2.15753
    PC81 <= 1.26251
    PC87 <= 1.115035
    ->  class 0\|0  [0.993]

Rule 59/2: (108.7, lift 16.2)
    PC4 > -8.866914
    PC13 > -5.756136
    PC18 > 2.129967
    PC22 > -0.4121532
    PC23 > -1.065529
    PC31 > -0.2922627
    PC32 <= 0.6346551
    PC60 > -1.003207
    PC63 <= 2.15753
    PC82 > -0.3766571
    PC85 > -2.156856
    PC94 > 0.3929066
    ->  class 0\|0  [0.990]

Rule 59/3: (100.4, lift 16.2)
    PC2 > 2.5099
    PC4 > -8.866914
    PC18 > 2.129967
    PC22 > -0.4121532
    PC32 <= 0.6346551
    PC40 > 2.548591
    PC72 > -0.4636281
    PC85 > -2.156856
    ->  class 0\|0  [0.990]

Rule 59/4: (123.8/0.4, lift 16.2)
    PC4 > -8.866914
    PC13 <= 8.316996
    PC18 > 2.129967
    PC32 <= 0.6346551
    PC55 > -0.4851243
    PC63 <= 2.15753
    PC70 <= -1.098602
    PC81 <= 1.26251
    PC85 > -2.156856
    PC91 <= 2.867553
    ->  class 0\|0  [0.989]

Rule 59/5: (95, lift 16.1)
    PC4 > -8.866914
    PC17 > -0.1491582
    PC18 > 2.129967
    PC22 > -0.4121532
    PC31 > -0.2922627
    PC55 > -0.4851243
    PC59 > -1.884917
    PC59 <= -1.1322
    PC63 > -0.5601385
    ->  class 0\|0  [0.989]

Rule 59/6: (83.3, lift 16.1)
    PC2 > 2.5099
    PC14 <= 1.991589
    PC17 > -0.1491582
    PC22 > -0.4121532
    PC23 <= -1.065529
    PC31 > -0.2922627
    PC52 <= 0.001355744
    PC55 > -0.2046797
    PC63 > -0.5601385
    PC81 <= 1.26251
    ->  class 0\|0  [0.988]

Rule 59/7: (77.3, lift 16.1)
    PC13 > -5.756136
    PC18 > 2.129967
    PC22 > -0.4121532
    PC54 <= -1.027696
    PC70 > -1.098602
    PC81 <= 1.26251
    PC91 <= 2.867553
    ->  class 0\|0  [0.987]

Rule 59/8: (60, lift 16.1)
    PC4 > -8.866914
    PC13 <= 8.316996
    PC18 > 2.129967
    PC49 <= 0.5931662
    PC59 > -1.1322
    PC63 > -0.5601385
    PC63 <= 2.15753
    PC72 > -0.4636281
    PC83 > 0.4650484
    PC85 > -2.156856
    ->  class 0\|0  [0.984]

Rule 59/9: (53.6, lift 16.0)
    PC13 > -5.756136
    PC18 > 2.129967
    PC22 > -0.4121532
    PC40 <= 2.548591
    PC55 > -0.2046797
    PC59 > -1.884917
    PC63 > -0.5601385
    PC72 > -0.4636281
    PC81 <= 1.26251
    PC82 <= -0.3766571
    PC91 <= 2.867553
    ->  class 0\|0  [0.982]

Rule 59/10: (263/4.1, lift 16.0)
    PC4 > -8.866914
    PC13 <= 8.316996
    PC18 > 2.129967
    PC22 > -0.4121532
    PC32 > 0.6346551
    PC42 <= 0.7155671
    PC55 > -0.4851243
    PC63 <= 2.15753
    PC91 <= 2.867553
    ->  class 0\|0  [0.981]

Rule 59/11: (133.9/2.4, lift 15.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 8.316996
    PC14 > 0.5711954
    PC18 > -0.5964481
    PC18 <= 2.129967
    PC21 > -0.4086362
    PC22 > -0.4121532
    PC49 > 0.329904
    PC63 <= 0.877684
    PC64 <= 1.579792
    PC99 <= 0.4512788
    ->  class 0\|0  [0.975]

Rule 59/12: (23.6/0.2, lift 15.6)
    PC4 > -8.866914
    PC17 > -0.1491582
    PC17 <= 0.1195293
    PC18 > 2.129967
    PC22 <= 1.080411
    PC49 <= 0.5931662
    PC55 > -0.2046797
    PC94 <= 0.3929066
    ->  class 0\|0  [0.954]

Rule 59/13: (181.1/8, lift 15.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 8.316996
    PC14 > 0.5711954
    PC18 > -0.5964481
    PC21 > -0.4086362
    PC22 > -0.4121532
    PC32 > 0.6220104
    PC80 <= 0.4053224
    ->  class 0\|0  [0.951]

Rule 59/14: (15.9, lift 15.4)
    PC18 > 2.129967
    PC22 > -0.4121532
    PC45 > 1.876162
    PC49 <= 0.5931662
    PC63 > -0.5601385
    PC91 <= 2.867553
    PC94 <= 0.3929066
    ->  class 0\|0  [0.944]

Rule 59/15: (136.3/6.8, lift 15.4)
    PC8 <= 0.2325077
    PC13 <= 8.316996
    PC17 > -0.1491582
    PC18 > 2.129967
    PC22 > 1.080411
    PC49 <= 0.5931662
    PC63 <= 2.15753
    PC81 <= 1.26251
    PC85 > -2.156856
    PC91 <= 2.867553
    ->  class 0\|0  [0.943]

Rule 59/16: (13.7, lift 15.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 8.316996
    PC14 > 0.5711954
    PC18 > -0.5964481
    PC21 > -0.4086362
    PC24 > 2.500236
    PC49 <= 0.329904
    PC81 > -0.8726197
    ->  class 0\|0  [0.936]

Rule 59/17: (24.6/1, lift 15.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC13 <= 8.316996
    PC14 > 0.5711954
    PC21 > -0.4086362
    PC22 > -0.4121532
    PC49 <= 0.329904
    PC71 > 0.5953918
    PC80 <= 0.4053224
    ->  class 0\|0  [0.926]

Rule 59/18: (90.7/7.5, lift 14.8)
    PC8 > 0.2325077
    PC18 > 2.129967
    PC49 <= 0.5931662
    PC63 > -0.5551538
    PC72 > -0.4636281
    ->  class 0\|0  [0.908]

Rule 59/19: (542.7/112.1, lift 12.9)
    PC2 > 2.5099
    PC13 > -5.756136
    PC13 <= 8.316996
    PC18 > 2.129967
    PC22 > -0.4121532
    PC76 <= -0.4154288
    PC85 > -2.156856
    PC87 <= 1.115035
    ->  class 0\|0  [0.792]

Rule 59/20: (47.8/11.6, lift 12.2)
    PC2 > 2.5099
    PC18 > -0.5964481
    PC22 > -0.4121532
    PC42 <= -2.840336
    PC80 <= 0.4053224
    PC83 > -4.32544
    ->  class 0\|0  [0.746]

Rule 59/21: (21.8/5.1, lift 12.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 <= -1.443306
    PC14 <= 0.5711954
    PC18 > -0.5964481
    PC18 <= 2.129967
    PC22 > -0.4121532
    PC80 <= 0.4053224
    PC87 <= 1.115035
    ->  class 0\|0  [0.745]

Rule 59/22: (10.9/3.8, lift 10.2)
    PC2 > 2.5099
    PC18 > -0.5964481
    PC72 > 0.2829138
    PC97 > 2.875754
    ->  class 0\|0  [0.627]

Rule 59/23: (48.4, lift 11.3)
    PC13 <= 8.316996
    PC18 > 2.129967
    PC32 <= 0.6346551
    PC55 <= -0.2046797
    PC59 > -1.1322
    PC62 > -1.128139
    PC63 > -0.5601385
    ->  class 0\|1  [0.980]

Rule 59/24: (81.6/0.7, lift 11.3)
    PC2 > 2.5099
    PC13 > -5.756136
    PC18 > 2.129967
    PC55 <= -0.4851243
    PC62 > -1.128139
    PC83 > -4.32544
    ->  class 0\|1  [0.979]

Rule 59/25: (43.9/0.3, lift 11.2)
    PC2 > 2.5099
    PC13 > -5.756136
    PC18 > 2.129967
    PC31 <= -0.2922627
    PC32 <= 0.6346551
    PC70 > -1.098602
    ->  class 0\|1  [0.972]

Rule 59/26: (95.4/1.8, lift 11.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC10 <= 3.627856
    PC18 > -1.133595
    PC18 <= -0.5964481
    PC44 > 0.7241517
    PC57 > 0.02296613
    ->  class 0\|1  [0.971]

Rule 59/27: (26.1/0.2, lift 11.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC15 > 0.6110314
    PC18 <= -0.5964481
    PC55 > 0.8780612
    ->  class 0\|1  [0.958]

Rule 59/28: (162.3/5.8, lift 11.1)
    PC4 > -8.866914
    PC5 > -0.7434009
    PC8 <= 0.2325077
    PC17 > 0.1195293
    PC18 > 2.129967
    PC22 <= 1.080411
    PC23 > -1.065529
    PC32 <= 0.6346551
    PC40 <= 2.548591
    PC45 <= 1.876162
    PC54 > -1.027696
    PC55 > -0.1726036
    PC59 > -1.1322
    PC62 > -1.128139
    PC63 > -0.5601385
    PC64 > -0.545521
    PC82 > -0.3766571
    PC83 <= 0.4650484
    PC94 <= 0.3929066
    ->  class 0\|1  [0.958]

Rule 59/29: (45.5/1, lift 11.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 <= -0.7657071
    PC15 > -1.113114
    PC18 > -1.133595
    PC18 <= -0.5964481
    ->  class 0\|1  [0.957]

Rule 59/30: (68.1/2.4, lift 11.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC15 > -1.113114
    PC18 > -1.133595
    PC18 <= -0.5964481
    PC43 <= -0.6974066
    PC51 <= 0.8349105
    ->  class 0\|1  [0.951]

Rule 59/31: (18.1, lift 11.0)
    PC13 > -5.756136
    PC18 > 2.129967
    PC22 > -0.4121532
    PC63 > 2.15753
    ->  class 0\|1  [0.950]

Rule 59/32: (7.9, lift 10.4)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -1.133595
    PC18 <= -0.5964481
    PC44 <= 0.7241517
    PC78 > 1.82709
    ->  class 0\|1  [0.899]

Rule 59/33: (23.2/2.1, lift 10.1)
    PC18 <= -0.5964481
    PC55 <= 0.8780612
    PC78 > 2.983765
    PC79 > -0.2976363
    PC90 <= 6.432059
    ->  class 0\|1  [0.875]

Rule 59/34: (16.3/4.1, lift 8.3)
    PC10 <= -7.383991
    PC18 > -1.133595
    PC18 <= -0.5964481
    ->  class 0\|1  [0.720]

Rule 59/35: (36.7/12.7, lift 7.5)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 <= -1.630364
    PC18 <= -0.5964481
    ->  class 0\|1  [0.645]

Rule 59/36: (3525.4/1975.3, lift 5.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -0.5964481
    ->  class 0\|1  [0.440]

Rule 59/37: (67.9, lift 10.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -2.15512
    PC18 <= -1.133595
    PC20 > -3.048295
    PC27 <= 1.127495
    PC40 > -0.6852496
    PC42 > -0.792168
    PC48 <= 0.5645761
    PC49 > 0.6032343
    PC59 <= 1.000544
    PC61 > -0.5067793
    ->  class 0\|2  [0.986]

Rule 59/38: (70.9, lift 10.4)
    PC4 > 9.305666
    PC18 <= -1.133595
    PC78 <= 2.983765
    ->  class 0\|2  [0.986]

Rule 59/39: (61.5, lift 10.3)
    PC18 > -2.15512
    PC18 <= -1.133595
    PC30 > 1.501975
    PC42 <= 2.424541
    PC67 <= -0.03333272
    PC78 <= 2.983765
    ->  class 0\|2  [0.984]

Rule 59/40: (109/1, lift 10.3)
    PC4 <= -5.538404
    PC18 > -2.15512
    PC18 <= -1.133595
    PC30 <= 1.501975
    PC33 <= 3.81264
    PC42 <= 2.424541
    PC93 > -1.393364
    ->  class 0\|2  [0.982]

Rule 59/41: (43.8, lift 10.3)
    PC4 <= -8.261679
    PC18 <= -0.5964481
    PC31 > -0.341062
    ->  class 0\|2  [0.978]

Rule 59/42: (68.1/0.5, lift 10.3)
    PC13 <= 1.393533
    PC18 <= -2.15512
    PC30 > -1.22145
    PC33 <= 3.81264
    PC36 <= 0.04311988
    PC55 <= 0.8780612
    PC63 > 0.8242726
    PC78 <= 2.983765
    PC94 > -0.5126175
    PC100 > -0.4841824
    ->  class 0\|2  [0.978]

Rule 59/43: (41.8, lift 10.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC14 <= -0.1113895
    PC18 > -0.5964481
    PC83 > -4.32544
    PC87 > 1.115035
    ->  class 0\|2  [0.977]

Rule 59/44: (36.3, lift 10.2)
    PC4 <= -7.023084
    PC8 <= 0.06090475
    PC18 <= -0.5964481
    PC57 > 0.5942891
    ->  class 0\|2  [0.974]

Rule 59/45: (34, lift 10.2)
    PC2 > 2.5099
    PC6 > -1.630364
    PC18 <= -1.133595
    PC41 > 0.5409865
    PC55 <= 0.8780612
    ->  class 0\|2  [0.972]

Rule 59/46: (139.5/3.2, lift 10.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -2.15512
    PC18 <= -1.133595
    PC20 > -3.048295
    PC27 <= 1.127495
    PC40 > -0.6852496
    PC42 > -0.792168
    PC46 <= 0.05418438
    PC59 <= 1.000544
    PC70 <= 3.030624
    ->  class 0\|2  [0.971]

Rule 59/47: (31.7, lift 10.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC15 > 1.136193
    PC18 <= -0.5964481
    PC31 > -0.341062
    PC94 > -0.5126175
    PC100 > -0.4841824
    ->  class 0\|2  [0.970]

Rule 59/48: (31.7, lift 10.2)
    PC6 > -1.630364
    PC18 <= -2.15512
    PC26 > 1.475225
    PC94 > -0.5126175
    PC100 > -0.4841824
    ->  class 0\|2  [0.970]

Rule 59/49: (59.7/0.8, lift 10.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -0.5964481
    PC18 <= 2.129967
    PC22 > -0.4121532
    PC35 > -0.2967602
    PC47 <= 4.410915
    PC56 > -0.499703
    PC80 > 0.4053224
    ->  class 0\|2  [0.970]

Rule 59/50: (150.8/3.9, lift 10.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC12 > -1.313747
    PC16 <= 2.936707
    PC18 <= -1.133595
    PC31 <= -0.341062
    PC50 <= 1.147097
    PC55 <= 0.8780612
    PC68 > -1.283946
    ->  class 0\|2  [0.968]

Rule 59/51: (97.9/2.2, lift 10.2)
    PC18 > -2.15512
    PC18 <= -0.5964481
    PC20 > -3.048295
    PC29 <= -0.1607074
    PC40 > -0.6852496
    PC42 > -0.792168
    PC47 > -0.3001556
    PC71 > -0.2927748
    PC72 > -0.2826857
    PC80 > -0.1993978
    PC82 > -0.3053165
    PC99 > -0.8717425
    ->  class 0\|2  [0.968]

Rule 59/52: (34.9/0.3, lift 10.1)
    PC7 > 0.1513615
    PC13 > 8.316996
    PC18 > -0.5964481
    PC22 > -0.4121532
    ->  class 0\|2  [0.966]

Rule 59/53: (64.7/1.4, lift 10.1)
    PC18 > -4.608905
    PC18 <= -1.133595
    PC31 > -0.341062
    PC33 > 3.81264
    PC50 > 0.06868839
    ->  class 0\|2  [0.965]

Rule 59/54: (26.4, lift 10.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 <= -0.318032
    PC18 > -0.5964481
    PC22 <= -0.4121532
    PC51 > 1.219611
    PC72 <= 0.2829138
    ->  class 0\|2  [0.965]

Rule 59/55: (66.3/1.6, lift 10.1)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC8 <= 0.06090475
    PC15 <= 1.136193
    PC18 <= -0.5964481
    PC21 <= -0.7579204
    PC34 > -2.005144
    PC63 <= 0.8242726
    PC91 > -0.7195712
    ->  class 0\|2  [0.962]

Rule 59/56: (24.5, lift 10.1)
    PC4 <= -7.023084
    PC17 <= -0.973405
    PC55 <= 0.8780612
    PC57 <= 0.5942891
    PC61 <= -0.3203616
    ->  class 0\|2  [0.962]

Rule 59/57: (20.5, lift 10.0)
    PC18 > -2.15512
    PC18 <= -0.5964481
    PC40 <= -0.6852496
    PC41 <= 0.5409865
    PC79 > 1.362164
    ->  class 0\|2  [0.955]

Rule 59/58: (71.9/2.3, lift 10.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -2.15512
    PC18 <= -1.133595
    PC40 > -0.6852496
    PC55 <= 0.8780612
    PC61 <= -0.5067793
    PC66 <= 1.586335
    PC99 > -0.8717425
    ->  class 0\|2  [0.955]

Rule 59/59: (76.1/2.5, lift 10.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC14 <= 0.5711954
    PC18 > -0.5964481
    PC18 <= 2.129967
    PC22 > -0.4121532
    PC59 <= -1.22633
    PC83 > -4.32544
    PC85 > -2.156856
    ->  class 0\|2  [0.955]

Rule 59/60: (19.2, lift 10.0)
    PC6 > -1.630364
    PC18 > -2.15512
    PC18 <= -1.133595
    PC40 <= -0.6852496
    PC42 <= 2.424541
    PC61 > 0.8467805
    ->  class 0\|2  [0.953]

Rule 59/61: (165.8/7.1, lift 10.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC7 > -0.7657071
    PC10 > -7.383991
    PC15 > -1.113114
    PC18 > -1.133595
    PC18 <= -0.5964481
    PC28 <= 3.778366
    PC43 > -0.6974066
    PC44 <= 0.7241517
    PC51 <= 0.8349105
    PC68 > -0.5772144
    PC78 <= 1.82709
    PC89 > -0.7498393
    ->  class 0\|2  [0.952]

Rule 59/62: (18.3, lift 10.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC11 > 0.3006447
    PC55 <= 0.8780612
    PC78 <= 2.983765
    PC98 <= 1.110772
    ->  class 0\|2  [0.951]

Rule 59/63: (18.1, lift 10.0)
    PC4 > -5.538404
    PC18 > -2.15512
    PC29 <= -3.066861
    PC30 <= 1.501975
    PC40 <= -0.6852496
    ->  class 0\|2  [0.950]

Rule 59/64: (49.1/1.7, lift 9.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -0.5964481
    PC22 <= -0.4121532
    PC42 > 1.231999
    PC72 <= 0.2829138
    PC82 <= 1.533132
    PC93 <= 0.7820264
    ->  class 0\|2  [0.948]

Rule 59/65: (37/1, lift 10.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC9 <= 0.208214
    PC17 > 0.677205
    PC18 > -0.5964481
    PC22 <= -0.4121532
    PC72 > 0.2829138
    PC83 > -4.32544
    PC97 <= 2.875754
    ->  class 0\|2  [0.948]

Rule 59/66: (42.2/1.3, lift 9.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC9 <= 0.208214
    PC18 > -0.5964481
    PC22 <= -0.4121532
    PC26 > 0.128598
    PC47 <= 4.410915
    PC72 > 0.2829138
    PC72 <= 0.6737435
    ->  class 0\|2  [0.947]

Rule 59/67: (16, lift 9.9)
    PC3 > 0.6246755
    PC3 <= 1.640775
    PC6 > -1.630364
    PC18 <= -0.5964481
    PC55 <= 0.8780612
    PC56 <= -0.2658059
    PC90 <= 6.432059
    ->  class 0\|2  [0.945]

Rule 59/68: (53.2/2.1, lift 9.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC8 > 0.06090475
    PC18 <= -2.15512
    PC31 > -0.341062
    PC56 > -0.2658059
    PC63 <= 0.8242726
    PC98 <= 1.110772
    ->  class 0\|2  [0.945]

Rule 59/69: (16.3, lift 9.9)
    PC2 > 2.5099
    PC6 <= -0.318032
    PC18 > -0.5964481
    PC22 <= -0.4121532
    PC39 <= -1.981903
    PC47 <= 4.410915
    PC72 <= 0.2829138
    PC93 <= 0.7820264
    ->  class 0\|2  [0.945]

Rule 59/70: (19.5/0.3, lift 9.9)
    PC2 > 2.5099
    PC13 <= 8.316996
    PC18 > -0.5964481
    PC18 <= 2.129967
    PC22 > -0.4121532
    PC39 <= -1.568343
    PC47 <= 4.410915
    ->  class 0\|2  [0.942]

Rule 59/71: (13.4, lift 9.8)
    PC5 <= -0.4823957
    PC6 > -1.630364
    PC18 <= -1.133595
    PC30 <= 1.501975
    PC40 <= -0.6852496
    PC55 <= 0.8780612
    ->  class 0\|2  [0.935]

Rule 59/72: (32.2/1.2, lift 9.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC16 <= 2.936707
    PC18 > -2.15512
    PC18 <= -0.5964481
    PC40 <= -0.6852496
    PC95 > 0.9253113
    ->  class 0\|2  [0.935]

Rule 59/73: (18.5/0.4, lift 9.8)
    PC6 > -1.630364
    PC18 <= -2.15512
    PC30 > -3.442168
    PC33 <= 3.81264
    PC56 > -0.2658059
    PC57 <= -1.258103
    PC91 > -0.7195712
    PC94 > -0.5126175
    PC100 > -0.4841824
    ->  class 0\|2  [0.932]

Rule 59/74: (21.1/0.6, lift 9.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -1.133595
    PC18 <= -0.5964481
    PC44 > 0.7241517
    PC57 <= 0.02296613
    ->  class 0\|2  [0.931]

Rule 59/75: (27.9/1.2, lift 9.7)
    PC15 <= 1.136193
    PC18 <= -2.15512
    PC30 <= -3.442168
    PC56 > -0.2456043
    PC91 > -0.7195712
    PC98 <= 1.110772
    PC100 > -0.4841824
    ->  class 0\|2  [0.927]

Rule 59/76: (11, lift 9.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC17 > -0.973405
    PC18 <= -2.15512
    PC56 > -0.2658059
    PC57 > -1.258103
    PC91 > -0.7195712
    PC100 > -0.4841824
    ->  class 0\|2  [0.923]

Rule 59/77: (11, lift 9.7)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC14 <= 0.5711954
    PC18 > -0.5964481
    PC18 <= 2.129967
    PC21 > 0.6288067
    ->  class 0\|2  [0.923]

Rule 59/78: (11.9/0.1, lift 9.7)
    PC8 <= 0.06090475
    PC18 <= -1.133595
    PC33 <= 3.81264
    PC34 > -2.005144
    PC73 > -0.9485697
    PC90 <= -1.057739
    PC91 > -0.7195712
    PC94 > -0.5126175
    PC98 <= 1.110772
    PC100 > -0.4841824
    ->  class 0\|2  [0.920]

Rule 59/79: (29.8/2.4, lift 9.4)
    PC6 > -1.630364
    PC16 <= 2.936707
    PC18 <= -2.15512
    PC28 <= -3.304819
    PC31 > -0.341062
    PC78 <= 2.983765
    ->  class 0\|2  [0.892]

Rule 59/80: (86.6/10, lift 9.2)
    PC2 > 2.5099
    PC5 > -0.7001408
    PC6 <= -0.318032
    PC18 > -0.5964481
    PC18 <= 0.4257587
    PC22 <= -0.4121532
    PC24 > 0.7483019
    PC42 <= 1.231999
    PC53 > -1.511942
    PC93 <= 0.7820264
    PC94 > -1.94537
    ->  class 0\|2  [0.876]

Rule 59/81: (29.4/3.3, lift 9.1)
    PC2 > 2.5099
    PC18 > -0.5964481
    PC22 <= -0.4121532
    PC72 <= 0.2829138
    PC94 <= -1.94537
    ->  class 0\|2  [0.864]

Rule 59/82: (124.4/17.6, lift 9.0)
    PC2 > 2.5099
    PC6 > -1.443306
    PC14 <= 0.5711954
    PC18 > -0.5964481
    PC18 <= 2.129967
    PC22 > -0.4121532
    PC47 <= 4.410915
    PC79 > 0.6355769
    PC85 > -2.156856
    ->  class 0\|2  [0.853]

Rule 59/83: (80.8/12.3, lift 8.8)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 <= -0.5964481
    PC55 <= 0.8780612
    PC56 > -0.2658059
    PC57 <= 0.7607636
    PC73 > -0.9485697
    PC90 > -1.057739
    PC91 > -0.7195712
    PC94 > -0.5126175
    PC97 > 0.6084423
    PC98 <= 1.110772
    ->  class 0\|2  [0.839]

Rule 59/84: (43.6/6.8, lift 8.7)
    PC13 <= -5.756136
    PC18 > -0.5964481
    PC47 <= 4.410915
    PC83 > -4.32544
    PC85 > -2.156856
    ->  class 0\|2  [0.830]

Rule 59/85: (31.8/5.8, lift 8.4)
    PC2 > 2.5099
    PC18 <= -0.5964481
    PC34 > -2.005144
    PC56 > -0.2658059
    PC56 <= -0.2456043
    PC94 > -0.5126175
    PC100 > -0.4841824
    ->  class 0\|2  [0.798]

Rule 59/86: (21.6/4.1, lift 8.2)
    PC6 > -1.630364
    PC18 <= -2.15512
    PC34 <= -2.005144
    PC55 <= 0.8780612
    PC63 <= 0.8242726
    PC73 > -0.9485697
    PC98 <= 1.110772
    ->  class 0\|2  [0.785]

Rule 59/87: (28.8/5.7, lift 8.2)
    PC18 <= -2.15512
    PC31 > -0.341062
    PC55 <= 0.8780612
    PC73 <= -0.9485697
    PC94 > -0.5126175
    PC98 <= 1.110772
    ->  class 0\|2  [0.782]

Rule 59/88: (50.4/15.9, lift 7.1)
    PC2 > 2.5099
    PC18 > -0.5964481
    PC20 <= 4.07268
    PC22 <= -0.4121532
    PC47 <= 4.410915
    PC72 <= 0.2829138
    PC93 > 0.7820264
    ->  class 0\|2  [0.677]

Rule 59/89: (126.3, lift 11.4)
    PC2 > 2.5099
    PC4 > -5.538404
    PC4 <= 9.305666
    PC18 <= -1.133595
    PC27 <= 1.127495
    PC30 <= 1.501975
    PC42 <= 2.424541
    PC46 > 0.05418438
    PC61 > -0.5067793
    PC80 <= -0.1993978
    ->  class 0\|3  [0.992]

Rule 59/90: (48.5, lift 11.3)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -0.5964481
    PC47 > 4.410915
    ->  class 0\|3  [0.980]

Rule 59/91: (61.8/1, lift 11.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC15 <= -1.113114
    PC18 > -1.133595
    PC18 <= -0.5964481
    ->  class 0\|3  [0.969]

Rule 59/92: (55.1/1.3, lift 11.1)
    PC4 <= 9.305666
    PC18 <= -1.133595
    PC31 > -0.341062
    PC33 <= 3.81264
    PC42 > 2.424541
    PC91 > -5.525578
    ->  class 0\|3  [0.960]

Rule 59/93: (56.2/1.9, lift 10.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC17 <= 0.677205
    PC18 > -0.5964481
    PC22 <= -0.4121532
    PC72 > 0.6737435
    PC83 > -4.32544
    ->  class 0\|3  [0.951]

Rule 59/94: (28.7/0.6, lift 10.9)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC15 > -1.113114
    PC18 > -1.133595
    PC18 <= -0.5964481
    PC44 <= 0.7241517
    PC68 <= -0.5772144
    ->  class 0\|3  [0.950]

Rule 59/95: (10.4, lift 10.6)
    PC10 > 3.627856
    PC18 > -1.133595
    PC18 <= -0.5964481
    PC44 > 0.7241517
    PC57 > 0.02296613
    ->  class 0\|3  [0.920]

Rule 59/96: (7.9, lift 10.4)
    PC2 <= 2.5099
    PC9 > -1.926722
    PC10 <= -0.7595807
    PC63 <= -0.6014205
    ->  class 0\|3  [0.899]

Rule 59/97: (52.2/4.9, lift 10.3)
    PC13 > 8.316996
    PC47 > 0.6174723
    ->  class 0\|3  [0.892]

Rule 59/98: (83.9/10.1, lift 10.0)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC9 <= 0.208214
    PC17 <= 0.677205
    PC18 > -0.5964481
    PC22 <= -0.4121532
    PC26 <= 0.128598
    PC72 > 0.2829138
    ->  class 0\|3  [0.871]

Rule 59/99: (39/4.5, lift 10.0)
    PC2 > 2.5099
    PC18 > -0.5964481
    PC83 <= -4.32544
    ->  class 0\|3  [0.866]

Rule 59/100: (4.6, lift 9.8)
    PC18 > -1.133595
    PC18 <= -0.5964481
    PC28 > 3.778366
    ->  class 0\|3  [0.848]

Rule 59/101: (42.6/6.4, lift 9.6)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -1.133595
    PC18 <= -0.5964481
    PC44 <= 0.7241517
    PC51 <= 0.8349105
    PC89 <= -0.7498393
    ->  class 0\|3  [0.834]

Rule 59/102: (35/6.4, lift 9.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC18 > -1.133595
    PC18 <= -0.5964481
    PC44 <= 0.7241517
    PC51 > 0.8349105
    ->  class 0\|3  [0.799]

Rule 59/103: (2550.6/1175.3, lift 6.2)
    PC2 > 2.5099
    PC3 <= 1.640775
    PC6 > -1.630364
    PC18 <= -1.133595
    ->  class 0\|3  [0.539]

Rule 59/104: (468.6, lift 15.3)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC5 <= 12.1829
    PC10 <= 1.042261
    PC11 <= 1.156562
    PC16 <= -2.43446
    PC31 > -1.148283
    PC59 <= 0.2921529
    PC63 <= 1.430998
    PC86 <= 0.2279873
    PC91 > -0.5109994
    ->  class 1\|0  [0.998]

Rule 59/105: (346.6/0.9, lift 15.2)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC6 <= 4.562058
    PC10 > -0.7595807
    PC16 <= -1.57082
    PC21 <= 0.9767466
    PC31 > -1.148283
    PC63 > -0.5371126
    PC63 <= 1.430998
    PC68 > -1.754716
    PC86 <= 0.2279873
    PC91 > -0.5109994
    ->  class 1\|0  [0.995]

Rule 59/106: (152.8, lift 15.2)
    PC6 <= -3.303845
    PC11 <= -2.309642
    ->  class 1\|0  [0.994]

Rule 59/107: (145.9, lift 15.2)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC10 <= 1.042261
    PC11 <= 1.156562
    PC16 <= -1.57082
    PC21 <= 0.9767466
    PC38 <= -0.2819698
    PC59 <= 0.2921529
    ->  class 1\|0  [0.993]

Rule 59/108: (117.2, lift 15.2)
    PC1 > -0.430681
    PC14 <= -1.848327
    PC94 <= -0.114962
    ->  class 1\|0  [0.992]

Rule 59/109: (129.7, lift 15.2)
    PC1 > -0.430681
    PC1 <= 0.6041246
    PC2 <= 2.5099
    PC10 > -0.7595807
    PC10 <= -0.3454105
    PC16 <= 0.1122229
    PC21 <= 0.9767466
    ->  class 1\|0  [0.992]

Rule 59/110: (114.5/0.3, lift 15.1)
    PC1 > -0.430681
    PC5 <= 12.1829
    PC10 <= 1.042261
    PC16 <= -1.57082
    PC19 > 1.887673
    PC86 > 0.2510369
    PC91 > -0.5109994
    ->  class 1\|0  [0.989]

Rule 59/111: (20.6, lift 14.6)
    PC1 > -0.430681
    PC10 > -0.7595807
    PC15 <= -2.153941
    PC16 > -1.57082
    PC16 <= 0.1122229
    PC21 <= 0.9767466
    ->  class 1\|0  [0.956]

Rule 59/112: (19.7, lift 14.6)
    PC1 > -0.430681
    PC9 > 0.2649656
    PC21 > 0.9767466
    ->  class 1\|0  [0.954]

Rule 59/113: (46.6/1.4, lift 14.5)
    PC5 <= 12.1829
    PC9 > 1.410214
    PC10 <= 1.042261
    PC11 <= 1.156562
    PC16 <= -1.57082
    PC59 > 0.2921529
    ->  class 1\|0  [0.951]

Rule 59/114: (16.8, lift 14.5)
    PC3 > 1.640775
    PC16 <= 0.4291682
    PC22 > 0.1960181
    PC44 > 0.8476839
    PC86 <= 0.5585483
    PC98 > 0.04432501
    ->  class 1\|0  [0.947]

Rule 59/115: (188.3/16.9, lift 13.9)
    PC1 > 12.83934
    PC6 <= -3.303845
    PC21 <= 0.9767466
    PC98 <= 0.353467
    ->  class 1\|0  [0.906]

Rule 59/116: (507.4/223.5, lift 8.6)
    PC2 > 2.5099
    PC3 > 1.640775
    PC8 > -3.620445
    PC16 <= 0.4291682
    PC22 > 0.1960181
    PC86 <= 0.5585483
    ->  class 1\|0  [0.559]

Rule 59/117: (118.5, lift 14.9)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC5 <= 12.1829
    PC9 <= 1.410214
    PC10 <= 1.042261
    PC16 <= -1.57082
    PC21 <= 0.9767466
    PC59 > 0.2921529
    ->  class 1\|1  [0.992]

Rule 59/118: (149.8/0.2, lift 14.9)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= 0.4291682
    PC22 > -2.209921
    PC22 <= 0.1960181
    PC50 > -0.1767377
    ->  class 1\|1  [0.992]

Rule 59/119: (99, lift 14.9)
    PC5 > 12.1829
    PC16 <= -1.57082
    PC88 > -0.1014291
    ->  class 1\|1  [0.990]

Rule 59/120: (87.7, lift 14.9)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= 0.4291682
    PC22 > 0.1960181
    PC39 <= 0.7608961
    PC44 <= 0.8476839
    PC52 > -0.5282045
    PC85 > -0.2170425
    PC98 > 0.04432501
    ->  class 1\|1  [0.989]

Rule 59/121: (79.7, lift 14.9)
    PC2 > 2.5099
    PC3 > 1.640775
    PC8 > -3.620445
    PC16 <= 0.4291682
    PC33 <= -0.5413352
    ->  class 1\|1  [0.988]

Rule 59/122: (74, lift 14.9)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC6 <= -3.303845
    PC11 > -2.309642
    PC98 > 0.353467
    ->  class 1\|1  [0.987]

Rule 59/123: (76.5, lift 14.9)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= 0.4291682
    PC22 > 0.1960181
    PC47 <= -0.295758
    ->  class 1\|1  [0.987]

Rule 59/124: (77.4, lift 14.9)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= 0.4291682
    PC22 > 0.1960181
    PC86 > 0.5585483
    ->  class 1\|1  [0.987]

Rule 59/125: (115.2/0.6, lift 14.8)
    PC1 > -0.430681
    PC1 <= 0.6041246
    PC3 > -0.078421
    PC6 > -3.303845
    PC10 > -0.3454105
    PC15 > -2.153941
    PC16 > -1.57082
    PC16 <= 0.1122229
    PC21 <= 0.9767466
    ->  class 1\|1  [0.986]

Rule 59/126: (70.9, lift 14.8)
    PC2 > 2.5099
    PC3 > 1.640775
    PC9 <= -0.7362697
    PC16 <= 0.4291682
    PC39 > -0.09906762
    PC51 <= 0.9249719
    PC70 <= 1.17918
    PC80 > 0.09496262
    ->  class 1\|1  [0.986]

Rule 59/127: (65.9, lift 14.8)
    PC2 <= 2.5099
    PC5 <= 12.1829
    PC11 <= 1.156562
    PC16 <= -1.57082
    PC19 <= 1.887673
    PC38 > -0.2819698
    PC86 > 0.2279873
    ->  class 1\|1  [0.985]

Rule 59/128: (62.3, lift 14.8)
    PC1 > -0.430681
    PC5 <= 12.1829
    PC11 <= 1.156562
    PC16 <= -1.57082
    PC91 <= -0.5109994
    ->  class 1\|1  [0.984]

Rule 59/129: (67.5/0.2, lift 14.8)
    PC2 > 2.5099
    PC8 <= -3.620445
    PC16 <= 0.4291682
    PC22 > 0.1960181
    ->  class 1\|1  [0.983]

Rule 59/130: (57.7, lift 14.8)
    PC3 > 1.640775
    PC12 <= -0.07172547
    PC22 > 0.1960181
    PC45 <= -0.4375444
    PC70 <= 1.17918
    PC80 > 0.09496262
    ->  class 1\|1  [0.983]

Rule 59/131: (50.8, lift 14.8)
    PC2 > 2.5099
    PC3 > 1.640775
    PC12 > -0.07172547
    PC16 <= 0.4291682
    ->  class 1\|1  [0.981]

Rule 59/132: (72.6/1.3, lift 14.6)
    PC3 > 1.640775
    PC8 > -3.620445
    PC12 <= -0.07172547
    PC16 <= 0.4291682
    PC22 > 0.1960181
    PC39 <= -0.09906762
    ->  class 1\|1  [0.970]

Rule 59/133: (61.3/1, lift 14.6)
    PC2 > 2.5099
    PC3 > 1.640775
    PC15 > -0.7574617
    PC55 <= -0.5734197
    ->  class 1\|1  [0.969]

Rule 59/134: (29.6, lift 14.6)
    PC1 > 7.712098
    PC3 <= -0.078421
    PC6 > -3.303845
    PC10 > -0.7595807
    PC16 > -1.57082
    PC19 > -2.100959
    ->  class 1\|1  [0.968]

Rule 59/135: (98.7/3.2, lift 14.4)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC9 > -0.7798213
    PC10 > 1.042261
    PC16 <= -1.57082
    PC44 > -1.972712
    ->  class 1\|1  [0.959]

Rule 59/136: (28.8/0.6, lift 14.3)
    PC1 > -0.430681
    PC3 > -0.078421
    PC5 <= 5.305017
    PC6 > -3.303845
    PC10 > -0.7595807
    PC16 > -1.57082
    PC77 <= -0.05441514
    PC90 <= -0.1695758
    ->  class 1\|1  [0.950]

Rule 59/137: (14.2, lift 14.1)
    PC1 > -0.430681
    PC3 > -0.078421
    PC16 <= 0.1122229
    PC65 > 0.4342718
    PC91 <= -0.5426249
    ->  class 1\|1  [0.938]

Rule 59/138: (49.3/2.6, lift 14.0)
    PC2 > 2.5099
    PC3 > 1.640775
    PC16 <= 0.4291682
    PC22 > 0.1960181
    PC77 > 0.650598
    ->  class 1\|1  [0.931]

Rule 59/139: (90.2/6.5, lift 13.8)
    PC1 > -0.430681
    PC9 > -0.7798213
    PC11 > 1.156562
    PC16 <= -1.57082
    PC44 > -1.972712
    ->  class 1\|1  [0.918]

Rule 59/140: (8.9, lift 13.7)
    PC2 > 2.5099
    PC3 > 1.640775
    PC51 > 0.9249719
    PC80 > 0.09496262
    PC98 <= 0.04432501
    ->  class 1\|1  [0.908]

Rule 59/141: (8.5, lift 13.6)
    PC2 > 2.5099
    PC3 > 1.640775
    PC11 <= -0.1177774
    PC15 > -0.7574617
    PC16 > 0.4291682
    ->  class 1\|1  [0.904]

Rule 59/142: (8.1, lift 13.6)
    PC2 <= 2.5099
    PC5 <= 12.1829
    PC16 <= -1.57082
    PC44 > -1.972712
    PC63 > 1.430998
    ->  class 1\|1  [0.901]

Rule 59/143: (7.8, lift 13.5)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC16 > -1.57082
    PC16 <= 0.1122229
    PC65 > 0.4342718
    PC82 <= -0.4278484
    ->  class 1\|1  [0.898]

Rule 59/144: (22.6/2, lift 13.2)
    PC1 > -0.430681
    PC5 > 5.305017
    PC16 > -1.57082
    PC82 <= -0.7688722
    ->  class 1\|1  [0.878]

Rule 59/145: (18.2/2.7, lift 12.3)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC10 > -0.7595807
    PC16 > -1.57082
    PC17 <= -1.047688
    ->  class 1\|1  [0.816]

Rule 59/146: (31.1/5.2, lift 12.2)
    PC1 > -0.430681
    PC6 > -3.303845
    PC14 <= -1.848327
    PC16 > -1.57082
    PC21 <= 0.9767466
    PC94 > -0.114962
    ->  class 1\|1  [0.812]

Rule 59/147: (20.9/3.5, lift 12.1)
    PC3 > 1.640775
    PC16 <= 0.4291682
    PC70 > 1.17918
    PC98 <= 0.04432501
    ->  class 1\|1  [0.804]

Rule 59/148: (20.7/3.9, lift 11.8)
    PC1 > -0.430681
    PC16 <= -1.57082
    PC86 > 0.2279873
    PC86 <= 0.2510369
    ->  class 1\|1  [0.782]

Rule 59/149: (252/161.9, lift 5.4)
    PC2 <= 2.5099
    PC9 > -0.7798213
    PC16 > -2.43446
    PC16 <= -1.57082
    ->  class 1\|1  [0.359]

Rule 59/150: (151.5, lift 15.5)
    PC2 <= 2.5099
    PC5 > 5.305017
    PC14 > -1.848327
    PC16 > 0.1122229
    PC82 > -0.7688722
    ->  class 1\|2  [0.993]

Rule 59/151: (114.4, lift 15.4)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > -0.078421
    PC12 > -1.067819
    PC14 > -1.848327
    PC16 > -1.57082
    PC21 <= 0.9767466
    PC36 <= 0.3063478
    PC47 > 0.698068
    PC66 <= 0.2232069
    PC100 > -1.163918
    ->  class 1\|2  [0.991]

Rule 59/152: (42.6, lift 15.2)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC10 > 1.211067
    PC12 > -1.067819
    PC14 > -1.848327
    PC16 > 0.1122229
    PC100 <= 0.5561683
    ->  class 1\|2  [0.978]

Rule 59/153: (33.4, lift 15.1)
    PC5 > 12.1829
    PC88 <= -0.1014291
    ->  class 1\|2  [0.972]

Rule 59/154: (97.9/2.4, lift 15.0)
    PC10 <= -0.7595807
    PC14 > 2.102291
    PC19 <= -1.342918
    PC49 > -1.210842
    ->  class 1\|2  [0.966]

Rule 59/155: (148.5/7.9, lift 14.6)
    PC1 > -0.430681
    PC3 > -0.078421
    PC14 > -1.848327
    PC16 > 0.1122229
    PC36 <= 0.3063478
    PC100 > 0.5561683
    ->  class 1\|2  [0.941]

Rule 59/156: (13.5, lift 14.6)
    PC2 <= 2.5099
    PC16 <= -1.57082
    PC44 <= -1.972712
    ->  class 1\|2  [0.936]

Rule 59/157: (213.4/13.3, lift 14.5)
    PC2 > 2.5099
    PC3 > 1.640775
    PC11 > -0.1177774
    PC15 > -0.7574617
    PC16 > 0.4291682
    PC55 > -0.5734197
    ->  class 1\|2  [0.934]

Rule 59/158: (6.8, lift 13.8)
    PC1 > -0.430681
    PC3 > -0.078421
    PC14 > -1.848327
    PC16 > -1.57082
    PC36 <= 0.3063478
    PC37 > 0.455744
    PC47 > 0.698068
    ->  class 1\|2  [0.886]

Rule 59/159: (36.7/3.7, lift 13.7)
    PC1 > 0.6041246
    PC3 > -0.078421
    PC13 <= -0.1327519
    PC16 > -1.57082
    PC65 > 0.4342718
    PC91 > -0.5426249
    ->  class 1\|2  [0.879]

Rule 59/160: (28/3.9, lift 13.0)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC9 <= -0.7798213
    PC10 > -0.7595807
    PC16 <= -1.57082
    PC21 <= 0.9767466
    ->  class 1\|2  [0.837]

Rule 59/161: (25.3/3.8, lift 12.8)
    PC1 > -0.430681
    PC3 > -0.078421
    PC16 > 0.1122229
    PC61 > 0.8789588
    PC77 > -0.05441514
    ->  class 1\|2  [0.822]

Rule 59/162: (2888.8/1767.5, lift 6.0)
    PC1 > -0.430681
    PC10 > -0.7595807
    PC16 > -1.57082
    PC21 <= 0.9767466
    ->  class 1\|2  [0.388]

Rule 59/163: (85.8, lift 24.6)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC16 > 0.1122229
    PC21 <= 0.9767466
    PC51 <= -0.7584738
    PC70 <= 0.9095808
    PC90 > -0.1695758
    ->  class 1\|3  [0.989]

Rule 59/164: (222.8/7.3, lift 24.0)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > -0.078421
    PC5 <= 5.305017
    PC10 > -0.7595807
    PC16 > 0.1122229
    PC17 <= 4.332971
    PC36 > 0.3063478
    PC53 <= 1.027676
    PC70 <= 0.9095808
    PC77 > -0.05441514
    ->  class 1\|3  [0.963]

Rule 59/165: (172.3/7.2, lift 23.7)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > -0.078421
    PC12 <= -1.067819
    PC16 > 0.1122229
    PC61 <= 0.8789588
    PC77 > -0.05441514
    PC100 > -1.163918
    PC100 <= 0.5561683
    ->  class 1\|3  [0.953]

Rule 59/166: (24.9/1.3, lift 22.8)
    PC1 > 0.6041246
    PC2 <= 2.5099
    PC3 > -0.078421
    PC8 <= -1.84551
    PC10 > -0.7595807
    PC16 > -1.57082
    PC65 <= 0.4342718
    ->  class 1\|3  [0.916]

Rule 59/167: (110.4/8.8, lift 22.7)
    PC2 > 2.5099
    PC2 <= 4.537743
    PC3 > 1.640775
    PC15 <= -0.7574617
    PC48 > 0.2368063
    PC80 <= 0.3968048
    PC96 > -4.783025
    ->  class 1\|3  [0.913]

Rule 59/168: (30.9/2.2, lift 22.5)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > -0.078421
    PC5 <= 5.305017
    PC21 <= 0.9767466
    PC62 <= -0.6447592
    PC70 <= 0.9095808
    PC90 > -0.1695758
    ->  class 1\|3  [0.903]

Rule 59/169: (402/55.7, lift 21.4)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC3 > -0.078421
    PC4 <= 0.8657938
    PC5 <= 5.305017
    PC10 > -0.7595807
    PC10 <= 1.211067
    PC16 > 0.1122229
    PC17 <= 4.332971
    PC21 <= 0.9767466
    PC30 > -0.6218024
    PC53 <= 1.027676
    PC77 > -0.05441514
    PC87 <= 0.2385213
    PC100 > -1.163918
    PC100 <= 0.5561683
    ->  class 1\|3  [0.860]

Rule 59/170: (3.3, lift 20.2)
    PC2 <= 2.5099
    PC44 > 19.92434
    ->  class 1\|3  [0.810]

Rule 59/171: (360.2/112.1, lift 17.1)
    PC1 > -0.430681
    PC3 > -0.078421
    PC6 > -3.303845
    PC10 > -0.7595807
    PC14 > -1.848327
    PC16 > -1.57082
    PC65 > 0.4342718
    ->  class 1\|3  [0.688]

Rule 59/172: (230.1/152.8, lift 8.4)
    PC1 > -0.430681
    PC13 > 0.3101429
    PC21 > 0.9767466
    ->  class 1\|3  [0.338]

Rule 59/173: (441.2/1.3, lift 16.0)
    PC8 > 1.706811
    PC10 <= 0.4748147
    PC19 <= -1.295116
    PC21 > -0.2469342
    PC28 <= 0.1391531
    PC42 > -0.2960028
    PC49 <= 0.8581493
    PC59 <= 0.205445
    PC74 > -0.6217247
    PC97 > -0.2788368
    ->  class 2\|0  [0.995]

Rule 59/174: (256.9/1.9, lift 15.9)
    PC2 <= 2.5099
    PC9 > -1.926722
    PC10 <= -0.7595807
    PC63 > -0.6014205
    ->  class 2\|0  [0.989]

Rule 59/175: (116.3/0.4, lift 15.8)
    PC8 > 1.706811
    PC10 <= 0.4806784
    PC21 > -0.2469342
    PC28 <= 0.1391531
    PC40 > -0.6568761
    PC42 <= -0.2960028
    PC59 <= 0.205445
    PC61 > -0.4618474
    PC63 <= 0.105711
    PC84 > -0.1233538
    PC86 <= 0.4566157
    PC90 <= 0.6768097
    PC92 > -0.1535889
    ->  class 2\|0  [0.988]

Rule 59/176: (56.3, lift 15.8)
    PC1 > -0.430681
    PC9 <= 0.2649656
    PC10 > -0.7595807
    PC13 <= 0.3101429
    PC21 > 0.9767466
    PC58 <= 0.3432697
    ->  class 2\|0  [0.983]

Rule 59/177: (51.9, lift 15.7)
    PC1 > -0.430681
    PC9 <= 0.2649656
    PC13 <= 0.3101429
    PC21 > 0.9767466
    PC63 <= -0.06960643
    ->  class 2\|0  [0.981]

Rule 59/178: (459.4/12.3, lift 15.6)
    PC2 <= 2.5099
    PC8 > 1.706811
    PC11 > -0.9337804
    PC12 > -1.751479
    PC20 <= 0.009948509
    PC21 > 0.03924278
    PC28 <= 0.1391531
    PC31 > -0.7301701
    PC41 <= 0.5387329
    PC42 > -0.2960028
    PC49 <= 0.8581493
    PC59 <= 0.205445
    PC74 > -0.6217247
    ->  class 2\|0  [0.971]

Rule 59/179: (37.4/0.3, lift 15.5)
    PC1 <= -0.430681
    PC2 > -1.025067
    PC2 <= 2.5099
    PC8 > -0.2284522
    PC83 > 0.3446951
    ->  class 2\|0  [0.968]

Rule 59/180: (164/6.4, lift 15.3)
    PC1 <= -0.430681
    PC8 > 1.706811
    PC19 <= -0.09860683
    PC21 > -0.2469342
    PC34 <= -0.2095985
    PC52 <= 0.04866493
    PC96 <= 0.09577215
    ->  class 2\|0  [0.955]

Rule 59/181: (19.3, lift 15.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2284522
    PC42 > -1.070304
    PC45 > 0.3518702
    PC63 <= -0.4241766
    ->  class 2\|0  [0.952]

Rule 59/182: (9.1, lift 14.6)
    PC8 > 1.706811
    PC21 > -0.2469342
    PC62 <= -0.9927494
    PC74 <= -0.6217247
    ->  class 2\|0  [0.910]

Rule 59/183: (7, lift 14.3)
    PC1 <= -0.430681
    PC2 > -1.025067
    PC2 <= 2.5099
    PC8 > -0.2284522
    PC8 <= 1.706811
    PC68 > -0.3420546
    PC75 > -0.2195884
    ->  class 2\|0  [0.889]

Rule 59/184: (5/0.5, lift 12.5)
    PC1 <= -0.430681
    PC2 <= -3.334392
    PC8 > -0.2284522
    PC45 > 0.3518702
    PC70 > 0.2695962
    ->  class 2\|0  [0.781]

Rule 59/185: (60.4/17.9, lift 11.2)
    PC1 <= -0.430681
    PC2 > -3.334392
    PC2 <= 2.5099
    PC8 > -0.2284522
    PC45 > 0.3518702
    ->  class 2\|0  [0.697]

Rule 59/186: (171.1, lift 11.7)
    PC1 <= -0.430681
    PC8 > 1.706811
    PC11 <= -0.9337804
    PC21 > -0.2469342
    ->  class 2\|1  [0.994]

Rule 59/187: (135.2, lift 11.6)
    PC1 <= -0.430681
    PC8 > 1.706811
    PC19 > -0.09860683
    PC21 > -0.2469342
    PC59 > 0.205445
    ->  class 2\|1  [0.993]

Rule 59/188: (136.3, lift 11.7)
    PC1 <= -0.430681
    PC8 > 1.706811
    PC21 > -0.2469342
    PC34 > -0.2095985
    PC59 > 0.205445
    ->  class 2\|1  [0.993]

Rule 59/189: (85.4, lift 11.6)
    PC8 > -0.2284522
    PC8 <= 1.706811
    PC21 > 2.607432
    PC23 <= 0.7915453
    ->  class 2\|1  [0.989]

Rule 59/190: (73.7, lift 11.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2284522
    PC10 > 0.4806784
    PC12 > -1.751479
    PC21 > -0.2469342
    PC42 <= -0.2960028
    ->  class 2\|1  [0.987]

Rule 59/191: (108.3/0.5, lift 11.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2284522
    PC21 <= 2.607432
    PC22 <= -0.7363216
    PC50 > -0.6168298
    PC75 > -0.1024528
    PC84 > 0.2835742
    ->  class 2\|1  [0.986]

Rule 59/192: (59, lift 11.5)
    PC1 <= -0.430681
    PC2 > -1.025067
    PC2 <= 2.5099
    PC8 > -0.2284522
    PC8 <= 1.706811
    PC42 > -1.070304
    PC68 <= -0.3420546
    PC75 > -0.2195884
    PC83 <= 0.3446951
    ->  class 2\|1  [0.984]

Rule 59/193: (60.2, lift 11.5)
    PC1 <= -0.430681
    PC8 > 1.706811
    PC19 > -1.295116
    PC21 > -0.2469342
    PC21 <= 0.03924278
    ->  class 2\|1  [0.984]

Rule 59/194: (108/0.8, lift 11.5)
    PC1 <= -0.430681
    PC2 <= -1.025067
    PC8 > -0.2284522
    PC11 > -0.816958
    PC20 > -0.09932289
    PC21 <= 2.607432
    PC22 <= -0.7363216
    PC55 > -0.05823578
    PC61 <= 0.2116496
    PC85 > -0.5608001
    ->  class 2\|1  [0.984]

Rule 59/195: (145.6/1.5, lift 11.5)
    PC1 <= -0.430681
    PC8 > 1.706811
    PC21 > -0.2469342
    PC52 > 0.04866493
    PC59 > 0.205445
    ->  class 2\|1  [0.983]

Rule 59/196: (181/2.9, lift 11.5)
    PC1 <= -0.430681
    PC2 <= -1.025067
    PC7 <= 0.9403377
    PC8 > 0.09907256
    PC8 <= 1.706811
    PC14 > 0.04802229
    PC22 > -0.7363216
    PC31 > -1.020629
    ->  class 2\|1  [0.979]

Rule 59/197: (72.2/0.6, lift 11.5)
    PC1 <= -0.430681
    PC2 <= -3.334392
    PC6 <= -0.7171136
    PC8 > -0.2284522
    PC8 <= 1.706811
    PC45 > 0.3518702
    PC63 > -0.4241766
    PC70 <= 0.2695962
    ->  class 2\|1  [0.978]

Rule 59/198: (32.2, lift 11.4)
    PC1 <= -0.430681
    PC8 > 1.706811
    PC42 <= -0.2960028
    PC61 <= -0.4618474
    PC74 > -0.6217247
    ->  class 2\|1  [0.971]

Rule 59/199: (51.9/0.8, lift 11.3)
    PC1 > -0.430681
    PC10 > -0.7595807
    PC13 <= 0.3101429
    PC21 > 0.9767466
    PC58 > 0.3432697
    PC63 > -0.06960643
    ->  class 2\|1  [0.966]

Rule 59/200: (26.8, lift 11.3)
    PC2 <= -1.025067
    PC3 > -1.969858
    PC8 > -0.2284522
    PC11 > -0.816958
    PC19 > 2.841149
    PC21 <= 2.607432
    PC61 <= 0.2116496
    ->  class 2\|1  [0.965]

Rule 59/201: (25.8, lift 11.3)
    PC1 <= -0.430681
    PC2 <= -1.025067
    PC4 > 0.2903229
    PC8 > -0.2284522
    ->  class 2\|1  [0.964]

Rule 59/202: (50/1, lift 11.3)
    PC1 <= -0.430681
    PC8 > 1.706811
    PC10 > 0.4748147
    PC19 <= -1.295116
    ->  class 2\|1  [0.961]

Rule 59/203: (23.2, lift 11.3)
    PC1 <= -0.430681
    PC8 > -0.2284522
    PC8 <= 1.706811
    PC11 > -0.816958
    PC19 <= -2.030424
    PC84 <= 0.2835742
    ->  class 2\|1  [0.960]

Rule 59/204: (21.9, lift 11.2)
    PC8 > 1.706811
    PC21 > -0.2469342
    PC42 <= -0.2960028
    PC59 <= 0.205445
    PC92 <= -0.1535889
    ->  class 2\|1  [0.958]

Rule 59/205: (21.9, lift 11.2)
    PC1 <= -0.430681
    PC8 > 1.706811
    PC49 > 0.8581493
    ->  class 2\|1  [0.958]

Rule 59/206: (171.6/7.2, lift 11.2)
    PC3 > -1.969858
    PC5 > -0.02843485
    PC7 > 0.1627358
    PC8 > 1.706811
    PC21 <= -0.2469342
    PC22 > -1.762498
    PC40 > -1.505996
    ->  class 2\|1  [0.953]

Rule 59/207: (18.9, lift 11.2)
    PC2 <= 2.5099
    PC8 > -2.366995
    PC14 <= -3.377089
    PC55 <= -0.349167
    ->  class 2\|1  [0.952]

Rule 59/208: (50.4/1.8, lift 11.1)
    PC1 <= -0.430681
    PC8 > 1.706811
    PC21 > -0.2469342
    PC28 > 0.1391531
    ->  class 2\|1  [0.947]

Rule 59/209: (106.5/5.2, lift 11.1)
    PC1 <= -0.430681
    PC8 > 1.706811
    PC19 > -1.295116
    PC41 > 0.5387329
    PC74 > -0.6217247
    ->  class 2\|1  [0.943]

Rule 59/210: (115.5/6.2, lift 11.0)
    PC1 <= -0.430681
    PC8 > 1.706811
    PC62 > -0.9927494
    PC74 <= -0.6217247
    ->  class 2\|1  [0.939]

Rule 59/211: (12.5, lift 10.9)
    PC1 <= -0.430681
    PC8 > 1.706811
    PC19 > -1.295116
    PC31 <= -0.7301701
    PC42 > -0.2960028
    PC59 <= 0.205445
    ->  class 2\|1  [0.931]

Rule 59/212: (11.9, lift 10.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2284522
    PC8 <= 1.706811
    PC20 <= -0.09932289
    PC21 <= 2.607432
    PC22 <= -0.7363216
    PC42 > -1.070304
    ->  class 2\|1  [0.928]

Rule 59/213: (86.5/6.3, lift 10.8)
    PC1 <= -0.430681
    PC8 > 1.706811
    PC34 <= -0.2095985
    PC59 > 0.205445
    PC96 > 0.09577215
    ->  class 2\|1  [0.917]

Rule 59/214: (53.3/4.5, lift 10.6)
    PC1 <= -0.430681
    PC8 > 0.5471949
    PC8 <= 1.706811
    PC22 > -0.7363216
    PC43 > 0.4003656
    PC45 <= 0.3518702
    ->  class 2\|1  [0.900]

Rule 59/215: (12.8/0.6, lift 10.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2284522
    PC22 <= -0.7363216
    PC42 > -1.070304
    PC59 <= -0.3030285
    PC84 <= 0.2835742
    ->  class 2\|1  [0.894]

Rule 59/216: (79.6/8, lift 10.4)
    PC1 <= -0.430681
    PC3 > -1.969858
    PC8 > 1.706811
    PC40 <= -0.6568761
    PC42 <= -0.2960028
    PC59 <= 0.205445
    PC63 <= 0.105711
    ->  class 2\|1  [0.890]

Rule 59/217: (64.8/16.9, lift 8.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.366995
    PC37 > 0.8458046
    PC44 > -1.570117
    PC55 <= -0.349167
    ->  class 2\|1  [0.732]

Rule 59/218: (594.8/159.3, lift 8.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC3 > -1.969858
    PC7 <= 0.9403377
    PC8 > -0.2284522
    PC22 > -0.7363216
    PC31 > -1.020629
    PC34 > -0.2343259
    PC43 <= 0.4003656
    PC45 <= 0.3518702
    PC66 <= 0.661222
    PC90 > -0.8783574
    ->  class 2\|1  [0.731]

Rule 59/219: (13.2/3.5, lift 8.2)
    PC1 > -0.430681
    PC1 <= 7.712098
    PC3 <= -0.078421
    PC6 > -3.303845
    PC8 > 0.4053988
    PC16 > -1.57082
    PC21 <= 0.9767466
    ->  class 2\|1  [0.702]

Rule 59/220: (38/13.2, lift 7.6)
    PC1 > -0.430681
    PC1 <= 12.83934
    PC2 <= 2.5099
    PC6 <= -3.303845
    PC16 > -1.57082
    PC21 <= 0.9767466
    ->  class 2\|1  [0.644]

Rule 59/221: (32.7/15.7, lift 6.1)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC3 <= -1.456332
    PC8 > -2.366995
    PC8 <= -0.2284522
    PC55 > -0.349167
    ->  class 2\|1  [0.520]

Rule 59/222: (60.1, lift 11.1)
    PC1 > -0.430681
    PC1 <= 7.712098
    PC2 <= 2.5099
    PC3 <= -0.078421
    PC6 > -3.303845
    PC8 <= 0.4053988
    PC10 > -0.7595807
    PC16 > -1.57082
    PC63 <= 0.1939764
    PC77 > -0.698553
    PC83 <= -0.1383405
    ->  class 2\|2  [0.984]

Rule 59/223: (338.6/6.2, lift 11.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.28156
    PC8 <= -0.2284522
    PC18 > 0.1355499
    PC26 > -2.096402
    PC28 > -0.1336785
    PC55 > -0.349167
    PC57 <= 0.1998243
    ->  class 2\|2  [0.979]

Rule 59/224: (29.9, lift 10.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.366995
    PC8 <= -0.2284522
    PC22 > 0.7315881
    PC24 <= 0.5337712
    PC26 <= 1.911687
    PC28 <= 0.04334826
    PC55 > -0.349167
    ->  class 2\|2  [0.969]

Rule 59/225: (26.4, lift 10.8)
    PC2 <= 2.5099
    PC8 > -2.366995
    PC8 <= -0.2284522
    PC48 > 1.831459
    PC55 > -0.349167
    ->  class 2\|2  [0.965]

Rule 59/226: (18.4, lift 10.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2284522
    PC8 <= 1.706811
    PC14 <= 0.04802229
    PC32 > 0.2848878
    PC34 > -0.2343259
    PC43 <= 0.4003656
    ->  class 2\|2  [0.951]

Rule 59/227: (89.9/4.4, lift 10.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC3 > -1.969858
    PC8 > -0.2284522
    PC8 <= 1.706811
    PC9 > -3.206743
    PC14 <= -0.12576
    PC19 > -0.807842
    PC22 > -0.7363216
    PC29 <= 0.2904995
    PC33 > -0.1169735
    PC43 <= 0.4003656
    PC45 <= 0.3518702
    PC50 > -0.4993279
    PC58 > -1.022025
    PC87 > -1.009479
    PC92 <= 0.07465919
    ->  class 2\|2  [0.942]

Rule 59/228: (21.2/0.5, lift 10.5)
    PC1 <= -0.430681
    PC8 > -2.366995
    PC8 <= -0.2284522
    PC15 > -2.639711
    PC26 > -2.096402
    PC28 > -0.1336785
    PC28 <= -0.1169155
    PC55 > -0.349167
    PC57 <= 0.1998243
    PC58 > -0.2576883
    ->  class 2\|2  [0.937]

Rule 59/229: (61.1/3.5, lift 10.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.366995
    PC8 <= -0.2284522
    PC26 > 1.911687
    PC55 > -0.349167
    PC57 > 0.1998243
    ->  class 2\|2  [0.928]

Rule 59/230: (125.8/9.9, lift 10.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.366995
    PC8 <= -0.2284522
    PC14 > -3.377089
    PC44 <= -1.570117
    ->  class 2\|2  [0.915]

Rule 59/231: (125.7/10.8, lift 10.2)
    PC2 <= -1.025067
    PC3 > -1.969858
    PC8 > -0.2284522
    PC8 <= 0.09907256
    PC14 > 0.04802229
    PC21 <= 2.607432
    PC43 <= 0.4003656
    PC45 <= 0.3518702
    ->  class 2\|2  [0.908]

Rule 59/232: (13.9/0.5, lift 10.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.366995
    PC8 <= -0.2284522
    PC24 <= 0.5337712
    PC26 <= 1.911687
    PC45 > 0.17905
    PC50 > -0.2359059
    PC55 > -0.349167
    PC63 <= 0.07539722
    ->  class 2\|2  [0.907]

Rule 59/233: (19.7/1.1, lift 10.1)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -0.2284522
    PC24 <= 0.5337712
    PC38 > 0.3118937
    PC45 <= 0.17905
    PC55 > -0.349167
    PC57 > 0.1998243
    ->  class 2\|2  [0.903]

Rule 59/234: (36.3/3.5, lift 9.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -0.2284522
    PC45 > 0.17905
    PC55 > -0.349167
    PC57 > 0.1998243
    PC63 > 0.07539722
    ->  class 2\|2  [0.882]

Rule 59/235: (24/5.4, lift 8.5)
    PC1 <= -0.430681
    PC8 > 1.706811
    PC21 <= -0.2469342
    PC40 <= -1.505996
    ->  class 2\|2  [0.753]

Rule 59/236: (9/2.7, lift 7.4)
    PC1 <= -0.430681
    PC5 <= -0.02843485
    PC8 > 1.706811
    PC21 <= -0.2469342
    ->  class 2\|2  [0.661]

Rule 59/237: (1443.9/782.3, lift 5.1)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -0.2284522
    PC8 <= 1.706811
    ->  class 2\|2  [0.458]

Rule 59/238: (8349.3/7235.3, lift 1.5)
    PC1 <= -0.430681
    PC7 <= 0.1627358
    ->  class 2\|2  [0.134]

Rule 59/239: (6555.1/5771.2, lift 1.3)
    PC42 <= -0.2960028
    ->  class 2\|2  [0.120]

Rule 59/240: (190.4/0.4, lift 8.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.366995
    PC8 <= -0.2284522
    PC22 <= 0.7315881
    PC24 <= 0.5337712
    PC26 <= 1.911687
    PC28 <= 0.04334826
    PC38 <= 0.3118937
    PC45 <= 0.17905
    PC48 <= 1.831459
    PC55 > -0.349167
    PC57 > 0.1998243
    ->  class 2\|3  [0.993]

Rule 59/241: (154.8/0.3, lift 8.6)
    PC1 <= -0.430681
    PC8 <= -2.366995
    PC9 <= 13.08143
    PC18 <= 0.4007553
    PC27 <= 0.6582274
    PC43 > -0.2123912
    PC71 <= -0.4219821
    ->  class 2\|3  [0.992]

Rule 59/242: (84.3, lift 8.6)
    PC5 <= 1.706661
    PC8 > -2.366995
    PC8 <= -0.2284522
    PC10 > -0.1655585
    PC31 > 0.4507802
    PC33 > -0.436803
    PC36 <= 0.1113107
    PC55 <= -0.349167
    PC76 > 0.03856554
    PC98 <= 0.9932177
    ->  class 2\|3  [0.988]

Rule 59/243: (72.3, lift 8.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.366995
    PC8 <= -0.2284522
    PC18 <= 0.1355499
    PC22 > -1.506412
    PC28 > -0.1169155
    PC30 <= 0.1029848
    PC46 <= 0.6978064
    PC53 <= 1.004849
    PC55 > -0.349167
    PC57 <= 0.1998243
    PC62 <= 0.778848
    PC63 <= 0.1278757
    PC77 > -0.6268708
    PC91 <= 0.7292686
    ->  class 2\|3  [0.986]

Rule 59/244: (66.2, lift 8.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -0.2284522
    PC18 <= 0.4007553
    PC43 > -0.2123912
    PC85 <= 0.6340817
    PC94 > 0.8051957
    ->  class 2\|3  [0.985]

Rule 59/245: (97.4/0.6, lift 8.6)
    PC2 <= 2.5099
    PC8 <= -2.366995
    PC9 <= 13.08143
    PC16 > -0.07434393
    PC27 <= 0.6582274
    PC43 > -0.2123912
    PC46 <= 0.6020408
    PC55 <= 0.02386742
    PC85 <= 0.6340817
    ->  class 2\|3  [0.984]

Rule 59/246: (43.8, lift 8.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.366995
    PC8 <= -0.2284522
    PC15 <= -2.639711
    ->  class 2\|3  [0.978]

Rule 59/247: (42.4, lift 8.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -0.2284522
    PC9 <= 13.08143
    PC27 <= 0.6582274
    PC43 > -0.2123912
    PC85 > 0.6340817
    PC89 > 0.2725144
    ->  class 2\|3  [0.977]

Rule 59/248: (75.1/0.9, lift 8.5)
    PC1 > -0.430681
    PC9 <= -1.926722
    PC10 <= -0.7595807
    PC19 > -1.342918
    PC36 > -4.764976
    PC79 > -0.3699443
    ->  class 2\|3  [0.975]

Rule 59/249: (41.2/0.1, lift 8.5)
    PC1 > -0.430681
    PC1 <= 7.712098
    PC2 <= 2.5099
    PC3 <= -0.078421
    PC8 <= 0.4053988
    PC10 > -0.7595807
    PC16 > -1.57082
    PC19 > -2.100959
    PC71 <= 0.5562124
    PC83 > -0.1383405
    ->  class 2\|3  [0.974]

Rule 59/250: (263.3/6.1, lift 8.5)
    PC1 <= -0.430681
    PC8 <= -2.366995
    PC11 > -4.154833
    PC20 <= 0.8054562
    PC28 > -0.3896254
    PC29 <= 0.2803762
    PC38 <= 0.2603965
    PC43 <= -0.2123912
    PC46 <= 0.6020408
    PC51 <= 0.6479242
    PC75 > -3.193952
    PC77 <= 1.472729
    PC88 > -0.2613862
    PC98 <= 0.4484963
    ->  class 2\|3  [0.973]

Rule 59/251: (222.8/6, lift 8.4)
    PC1 <= -0.430681
    PC8 <= -2.366995
    PC11 > -4.154833
    PC18 <= 0.4007553
    PC27 <= 0.6582274
    PC28 > -0.3896254
    PC39 > -1.071754
    PC43 > -0.2123912
    PC55 > 0.02386742
    PC58 <= 0.7851682
    PC85 <= 0.6340817
    ->  class 2\|3  [0.969]

Rule 59/252: (28.8, lift 8.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.366995
    PC8 <= -0.2284522
    PC18 <= 0.1355499
    PC22 > -1.506412
    PC27 > 0.3977295
    PC55 > -0.349167
    PC79 > -0.5828069
    ->  class 2\|3  [0.967]

Rule 59/253: (35.7/0.3, lift 8.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -0.2284522
    PC18 <= 0.4007553
    PC25 <= 0.2106012
    PC54 <= 1.223546
    PC74 > 1.00145
    ->  class 2\|3  [0.967]

Rule 59/254: (85.1/2.3, lift 8.4)
    PC1 <= -0.430681
    PC8 <= -2.366995
    PC9 <= 13.08143
    PC18 > 0.4007553
    PC28 > -0.3896254
    PC43 > -0.2123912
    ->  class 2\|3  [0.962]

Rule 59/255: (344.5/16.1, lift 8.3)
    PC1 <= -0.430681
    PC8 <= -2.366995
    PC11 > -4.154833
    PC27 <= 0.6582274
    PC28 > -0.3896254
    PC55 <= 0.02386742
    PC64 <= -0.0583652
    PC73 > -1.384647
    PC73 <= 0.08739737
    PC85 <= 0.6340817
    ->  class 2\|3  [0.951]

Rule 59/256: (115.5/4.9, lift 8.3)
    PC1 <= -0.430681
    PC8 <= -2.366995
    PC28 > -0.3896254
    PC43 > -0.2123912
    PC54 > 1.223546
    PC85 <= 0.6340817
    ->  class 2\|3  [0.950]

Rule 59/257: (29.2/0.7, lift 8.3)
    PC1 > -0.430681
    PC3 <= -0.078421
    PC6 > -3.303845
    PC16 > -1.57082
    PC19 > -2.100959
    PC77 <= -0.698553
    ->  class 2\|3  [0.947]

Rule 59/258: (18, lift 8.3)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.366995
    PC8 <= -0.2284522
    PC18 <= 0.1355499
    PC55 > -0.349167
    PC57 <= 0.1998243
    PC58 <= -0.2576883
    ->  class 2\|3  [0.947]

Rule 59/259: (14.9, lift 8.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -0.2284522
    PC28 <= -0.3896254
    PC61 <= -0.2708035
    PC73 > -1.384647
    ->  class 2\|3  [0.941]

Rule 59/260: (58.5/2.9, lift 8.2)
    PC1 > -0.430681
    PC1 <= 7.712098
    PC2 <= 2.5099
    PC3 <= -0.078421
    PC6 > -3.303845
    PC19 > -2.100959
    PC63 > 0.1939764
    PC83 <= -0.1383405
    ->  class 2\|3  [0.936]

Rule 59/261: (11.5, lift 8.0)
    PC2 <= 2.5099
    PC8 > -2.366995
    PC8 <= -2.28156
    PC18 > 0.1355499
    PC55 > -0.349167
    ->  class 2\|3  [0.923]

Rule 59/262: (36/2.1, lift 8.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC3 > -1.969858
    PC8 > -0.2284522
    PC8 <= 0.5471949
    PC21 <= 2.607432
    PC22 > -0.7363216
    PC43 > 0.4003656
    PC45 <= 0.3518702
    ->  class 2\|3  [0.919]

Rule 59/263: (260.3/21.8, lift 8.0)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.366995
    PC8 <= -0.3262501
    PC14 > -3.377089
    PC29 <= 0.3346566
    PC33 > -0.436803
    PC36 <= 0.1113107
    PC44 > -1.570117
    PC45 <= 0.50282
    PC55 <= -0.349167
    PC76 <= 0.03856554
    PC98 <= 0.9932177
    ->  class 2\|3  [0.913]

Rule 59/264: (9.3, lift 7.9)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -0.2284522
    PC28 <= -0.3896254
    PC73 > -1.384647
    PC93 > 0.4516766
    ->  class 2\|3  [0.911]

Rule 59/265: (8.6, lift 7.9)
    PC1 <= -0.430681
    PC11 <= -4.154833
    PC20 > 0.3217192
    ->  class 2\|3  [0.906]

Rule 59/266: (138.5/12.5, lift 7.9)
    PC1 <= -0.430681
    PC8 <= -2.366995
    PC46 > 0.6020408
    PC60 > -0.5467761
    ->  class 2\|3  [0.904]

Rule 59/267: (209.3/21.8, lift 7.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.366995
    PC8 <= -0.2284522
    PC22 <= 0.7315881
    PC24 <= 0.5337712
    PC26 <= 1.911687
    PC28 <= 0.04334826
    PC48 <= 1.831459
    PC55 > -0.349167
    PC57 > 0.1998243
    PC63 <= 0.07539722
    ->  class 2\|3  [0.892]

Rule 59/268: (58.6/6.3, lift 7.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.366995
    PC8 <= -0.2284522
    PC14 > -3.377089
    PC21 > -0.1462368
    PC33 > -0.436803
    PC36 > 0.1113107
    PC37 <= 0.8458046
    PC44 > -1.570117
    PC50 > -1.578668
    PC55 <= -0.349167
    ->  class 2\|3  [0.879]

Rule 59/269: (25.9/2.6, lift 7.6)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= 1.706811
    PC45 <= 0.3518702
    PC58 <= -1.199014
    PC90 > -0.8783574
    ->  class 2\|3  [0.871]

Rule 59/270: (216.5/32.8, lift 7.4)
    PC1 <= -0.430681
    PC8 <= -2.366995
    PC9 <= 13.08143
    PC11 > -4.154833
    PC43 > -0.2123912
    PC89 <= 0.2725144
    PC96 > 0.2208158
    ->  class 2\|3  [0.845]

Rule 59/271: (17.4/2, lift 7.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.366995
    PC8 <= -0.2284522
    PC26 > -2.096402
    PC28 <= -0.1336785
    PC57 <= 0.1998243
    PC79 > -0.5828069
    ->  class 2\|3  [0.843]

Rule 59/272: (33.2/5.3, lift 7.2)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC3 <= -1.969858
    PC8 > -0.2284522
    ->  class 2\|3  [0.822]

Rule 59/273: (50.7/8.4, lift 7.2)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC10 <= -0.7595807
    PC19 > -1.342918
    PC93 > 0.243144
    ->  class 2\|3  [0.821]

Rule 59/274: (9.2/1, lift 7.1)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC6 > -0.7171136
    PC8 > -0.2284522
    PC8 <= 1.706811
    PC45 > 0.3518702
    ->  class 2\|3  [0.818]

Rule 59/275: (58.5/14.5, lift 6.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.366995
    PC8 <= -0.2284522
    PC26 <= -2.096402
    PC55 > -0.349167
    PC79 > -0.5828069
    ->  class 2\|3  [0.744]

Rule 59/276: (409.7/188.1, lift 4.7)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= 1.706811
    PC14 <= 0.04802229
    PC34 <= -0.2343259
    PC43 <= 0.4003656
    ->  class 2\|3  [0.541]

Rule 59/277: (754.2, lift 12.4)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC11 <= -4.154833
    PC20 <= 0.3217192
    ->  class 2\|4  [0.999]

Rule 59/278: (139.3/0.6, lift 12.3)
    PC2 <= 2.5099
    PC9 <= -1.926722
    PC79 <= -0.3699443
    PC93 <= 0.243144
    ->  class 2\|4  [0.989]

Rule 59/279: (218.3/2, lift 12.2)
    PC8 <= -2.366995
    PC9 <= 13.08143
    PC18 <= 0.4007553
    PC28 > -0.3896254
    PC43 > -0.2123912
    PC46 <= 0.6020408
    PC73 > -1.384647
    PC85 > 0.6340817
    PC89 <= 0.2725144
    PC96 <= 0.2208158
    ->  class 2\|4  [0.986]

Rule 59/280: (106.3/1, lift 12.2)
    PC2 <= 2.5099
    PC8 <= -0.2284522
    PC28 <= -0.3896254
    PC59 <= 0.1749866
    PC61 > -0.2708035
    PC93 <= 0.4516766
    ->  class 2\|4  [0.982]

Rule 59/281: (42.1/0.2, lift 12.1)
    PC2 <= 2.5099
    PC8 <= -0.2284522
    PC18 <= 0.4007553
    PC27 > 0.6582274
    PC28 > -0.3896254
    PC43 > -0.2123912
    PC46 <= 0.6020408
    ->  class 2\|4  [0.973]

Rule 59/282: (26.8, lift 12.0)
    PC1 > -0.430681
    PC1 <= 7.712098
    PC2 <= 2.5099
    PC3 <= -0.078421
    PC16 > -1.57082
    PC21 <= 0.9767466
    PC71 > 0.5562124
    ->  class 2\|4  [0.965]

Rule 59/283: (19.9, lift 11.8)
    PC1 <= -0.430681
    PC8 <= -2.366995
    PC43 <= -0.2123912
    PC51 > 0.6479242
    PC73 > -1.384647
    ->  class 2\|4  [0.954]

Rule 59/284: (37.8/1.1, lift 11.7)
    PC2 <= 2.5099
    PC8 <= -2.366995
    PC9 <= 13.08143
    PC46 <= 0.6020408
    PC58 > 0.7851682
    PC73 > -1.384647
    ->  class 2\|4  [0.947]

Rule 59/285: (14.5, lift 11.7)
    PC8 <= -2.366995
    PC11 > -4.154833
    PC18 <= 0.4007553
    PC39 <= -1.071754
    PC43 > -0.2123912
    PC55 > 0.02386742
    PC71 > -0.4219821
    PC73 > -1.384647
    ->  class 2\|4  [0.940]

Rule 59/286: (13.5, lift 11.6)
    PC8 <= -0.2284522
    PC10 <= -0.1655585
    PC31 > 0.4507802
    PC36 <= 0.1113107
    PC55 <= -0.349167
    PC76 > 0.03856554
    ->  class 2\|4  [0.936]

Rule 59/287: (12.4, lift 11.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -2.366995
    PC9 <= 13.08143
    PC43 <= -0.2123912
    PC45 > 0.3997746
    ->  class 2\|4  [0.930]

Rule 59/288: (11.4, lift 11.5)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.366995
    PC8 <= -0.2284522
    PC45 > 0.50282
    PC55 <= -0.349167
    ->  class 2\|4  [0.925]

Rule 59/289: (336.3/30.7, lift 11.2)
    PC2 <= 2.5099
    PC8 <= -2.366995
    PC16 <= -0.07434393
    PC25 <= 0.2106012
    PC43 > -0.2123912
    PC46 <= 0.6020408
    PC54 <= 1.223546
    PC55 <= 0.02386742
    PC71 > -0.4219821
    PC73 > 0.08739737
    PC74 <= 1.00145
    PC94 <= 0.8051957
    ->  class 2\|4  [0.906]

Rule 59/290: (46.9/4.6, lift 11.0)
    PC1 <= -0.430681
    PC8 <= -2.366995
    PC18 <= 0.4007553
    PC28 > -0.3896254
    PC43 > -0.2123912
    PC64 > -0.0583652
    PC71 > -0.4219821
    PC73 <= 0.08739737
    ->  class 2\|4  [0.886]

Rule 59/291: (5.6, lift 10.8)
    PC1 > -0.430681
    PC2 <= 2.5099
    PC36 <= -4.764976
    ->  class 2\|4  [0.868]

Rule 59/292: (44.1/7.5, lift 10.1)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 > -2.366995
    PC8 <= -0.2284522
    PC31 <= 0.4507802
    PC36 <= 0.1113107
    PC55 <= -0.349167
    PC76 > 0.03856554
    PC98 <= 0.9932177
    ->  class 2\|4  [0.815]

Rule 59/293: (48.2/17.6, lift 7.8)
    PC1 <= -0.430681
    PC2 <= 2.5099
    PC8 <= -2.366995
    PC11 > -4.154833
    PC43 <= -0.2123912
    PC46 <= 0.6020408
    PC73 > -1.384647
    PC88 <= -0.2613862
    ->  class 2\|4  [0.629]

Default class: 2\|2


Evaluation on training data (19937 cases):

Trial           Rules     
-----     ----------------
        No      Errors

   0       251  580( 2.9%)
   1       258 1300( 6.5%)
   2       251 1338( 6.7%)
   3       285 1294( 6.5%)
   4       268 1095( 5.5%)
   5       353 1244( 6.2%)
   6       312 1118( 5.6%)
   7       289 1999(10.0%)
   8       288 1466( 7.4%)
   9       295 1305( 6.5%)
  10       285 1345( 6.7%)
  11       296 1434( 7.2%)
  12       290 1462( 7.3%)
  13       280 1247( 6.3%)
  14       270 1277( 6.4%)
  15       271 1178( 5.9%)
  16       329 1277( 6.4%)
  17       300 1274( 6.4%)
  18       287 1099( 5.5%)
  19       266 1214( 6.1%)
  20       291 1195( 6.0%)
  21       259 1593( 8.0%)
  22       305 1159( 5.8%)
  23       297 1160( 5.8%)
  24       290 1179( 5.9%)
  25       284 1236( 6.2%)
  26       284 1323( 6.6%)
  27       277 1269( 6.4%)
  28       269 1140( 5.7%)
  29       272 1328( 6.7%)
  30       328 1270( 6.4%)
  31       289 1186( 5.9%)
  32       301 1117( 5.6%)
  33       282 1379( 6.9%)
  34       269 1348( 6.8%)
  35       277 1242( 6.2%)
  36       280 1096( 5.5%)
  37       285 1644( 8.2%)
  38       330 1231( 6.2%)
  39       321 1065( 5.3%)
  40       267 1279( 6.4%)
  41       289 1621( 8.1%)
  42       285 1312( 6.6%)
  43       283 1400( 7.0%)
  44       244 1180( 5.9%)
  45       277 1215( 6.1%)
  46       300 1115( 5.6%)
  47       306 1357( 6.8%)
  48       311 1206( 6.0%)
  49       310 1227( 6.2%)
  50       295 1189( 6.0%)
  51       302 1165( 5.8%)
  52       311 1088( 5.5%)
  53       266 1247( 6.3%)
  54       299 1219( 6.1%)
  55       277 1246( 6.2%)
  56       306 1281( 6.4%)
  57       304 1279( 6.4%)
  58       294 1541( 7.7%)
  59       293 1234( 6.2%)
boost            40( 0.2%)   <<


       (a)   (b)   (c)   (d)   (e)   (f)   (g)   (h)   (i)   (j)   (k)   (l)   (m)    <-classified as
      ----  ----  ----  ----  ----  ----  ----  ----  ----  ----  ----  ----  ----
      1058                                               1                            (a): class 0\|0
            1356                                                                      (b): class 0\|1
                  1443                                                                (c): class 0\|2
                        1391                                                          (d): class 0\|3
                              1368                                                    (e): class 1\|0
                                    1484                                              (f): class 1\|1
                                          1396                                        (g): class 1\|2
                                                 911    37                            (h): class 1\|3
                                                      1942                            (i): class 2\|0
                                                         1  2161                      (j): class 2\|1
                                                         1        1576                (k): class 2\|2
                                                                        2709          (l): class 2\|3
                                                                              1102    (m): class 2\|4


    Attribute usage:

    100.00% PC1
    100.00% PC2
    100.00% PC3
     99.80% PC10
     99.48% PC8
     98.33% PC16
     98.32% PC15
     97.67% PC11
     97.39% PC18
     96.72% PC7
     96.59% PC5
     96.21% PC21
     96.19% PC19
     94.74% PC46
     93.80% PC43
     93.47% PC12
     93.33% PC6
     92.15% PC34
     92.11% PC94
     91.91% PC9
     91.68% PC47
     91.17% PC28
     91.08% PC44
     90.08% PC20
     89.99% PC14
     89.30% PC96
     89.21% PC17
     88.78% PC68
     88.02% PC32
     87.70% PC22
     87.58% PC57
     86.86% PC40
     86.45% PC26
     86.14% PC45
     85.91% PC98
     85.17% PC42
     84.98% PC4
     84.72% PC24
     84.35% PC60
     83.74% PC41
     83.48% PC62
     83.41% PC35
     83.30% PC36
     83.24% PC27
     83.11% PC31
     83.01% PC65
     82.87% PC39
     82.86% PC80
     82.68% PC56
     82.65% PC13
     82.49% PC63
     82.31% PC29
     82.22% PC71
     82.16% PC55
     82.14% PC74
     81.73% PC25
     81.49% PC30
     81.23% PC53
     80.78% PC99
     80.68% PC67
     80.56% PC93
     80.46% PC70
     80.22% PC73
     80.11% PC90
     79.97% PC100
     79.79% PC23
     79.60% PC66
     79.42% PC75
     79.32% PC49
     79.25% PC59
     78.88% PC97
     77.88% PC48
     77.81% PC85
     77.63% PC51
     77.61% PC83
     77.32% PC79
     76.22% PC95
     76.06% PC84
     75.88% PC38
     75.81% PC88
     75.48% PC61
     75.39% PC52
     74.82% PC82
     74.75% PC58
     74.20% PC33
     73.56% PC54
     73.31% PC37
     72.89% PC92
     72.85% PC89
     72.68% PC50
     72.14% PC86
     72.11% PC64
     72.05% PC72
     71.93% PC77
     70.77% PC76
     68.94% PC69
     67.53% PC91
     67.13% PC87
     66.81% PC78
     58.25% PC81


Time: 534.8 secs
ggplot(fitted_model) + theme(legend.position = "top")

c50_building_floor_model <- fitted_model

Test the model:

# Testing model
predictions.validation_c502 <- predict(fitted_model, newdata = validation.pca, type="raw")
resamps.c502 <- postResample(predictions.validation_c502, validation.pca$BF)
resamps.c502
 Accuracy     Kappa 
0.6669667 0.6283008 
confusionMatrix(data = predictions.validation_c502, validation.pca$BF)
Confusion Matrix and Statistics

          Reference
Prediction 0|0 0|1 0|2 0|3 1|0 1|1 1|2 1|3 2|0 2|1 2|2 2|3 2|4
       0|0  41  22   4   1   0   0   0   0   0   0   0   0   0
       0|1  24 115   6   0   0   0   0   0   0   0   0   0   0
       0|2   8  50 111  19   0   0   0   0   0   0   0   0   0
       0|3   5  19  44  65   0   0   0   0   0   0   0   0   0
       1|0   0   0   0   0  16   4   0   0   0   0   0   0   0
       1|1   0   1   0   0   9  90   1   0   0   0   0   0   0
       1|2   0   0   0   0   5  48  76  11   0   0   0   0   0
       1|3   0   0   0   0   0   1  10  36   0   0   0   0   0
       2|0   0   0   0   0   0   0   0   0  11   1   0   0   1
       2|1   0   1   0   0   0   0   0   0  13 108  24   1   0
       2|2   0   0   0   0   0   0   0   0   0   2  14   0   0
       2|3   0   0   0   0   0   0   0   0   0   0  15  32  12
       2|4   0   0   0   0   0   0   0   0   0   0   1   7  26

Overall Statistics
                                          
               Accuracy : 0.667           
                 95% CI : (0.6384, 0.6947)
    No Information Rate : 0.1872          
    P-Value [Acc > NIR] : < 2.2e-16       
                                          
                  Kappa : 0.6283          
                                          
 Mcnemar's Test P-Value : NA              

Statistics by Class:

                     Class: 0|0 Class: 0|1 Class: 0|2 Class: 0|3 Class: 1|0 Class: 1|1 Class: 1|2 Class: 1|3 Class: 2|0 Class: 2|1 Class: 2|2
Sensitivity             0.52564     0.5529    0.67273    0.76471     0.5333    0.62937    0.87356     0.7660   0.458333    0.97297     0.2593
Specificity             0.97386     0.9668    0.91860    0.93372     0.9963    0.98864    0.93750     0.9897   0.998160    0.96100     0.9981
Pos Pred Value          0.60294     0.7931    0.59043    0.48872     0.8000    0.89109    0.54286     0.7660   0.846154    0.73469     0.8750
Neg Pred Value          0.96453     0.9037    0.94150    0.97955     0.9872    0.94752    0.98867     0.9897   0.988160    0.99689     0.9635
Prevalence              0.07021     0.1872    0.14851    0.07651     0.0270    0.12871    0.07831     0.0423   0.021602    0.09991     0.0486
Detection Rate          0.03690     0.1035    0.09991    0.05851     0.0144    0.08101    0.06841     0.0324   0.009901    0.09721     0.0126
Detection Prevalence    0.06121     0.1305    0.16922    0.11971     0.0180    0.09091    0.12601     0.0423   0.011701    0.13231     0.0144
Balanced Accuracy       0.74975     0.7598    0.79567    0.84921     0.7648    0.80900    0.90553     0.8778   0.728247    0.96699     0.6287
                     Class: 2|3 Class: 2|4
Sensitivity             0.80000     0.6667
Specificity             0.97479     0.9925
Pos Pred Value          0.54237     0.7647
Neg Pred Value          0.99240     0.9879
Prevalence              0.03600     0.0351
Detection Rate          0.02880     0.0234
Detection Prevalence    0.05311     0.0306
Balanced Accuracy       0.88739     0.8296

Models comparison

Building-only classifiers

ModelData <- resamples(list(KNN = knn_building_model, RF = rf_building_model, C50 = c50_building_model))

summary(ModelData)

Call:
summary.resamples(object = ModelData)

Models: KNN, RF, C50 
Number of resamples: 30 

Accuracy 
         Min.   1st Qu.    Median      Mean   3rd Qu.      Max. NA's
KNN 0.9954842 0.9964877 0.9969895 0.9969235 0.9974925 0.9984955    0
RF  0.9949850 0.9971149 0.9974925 0.9974921 0.9979940 0.9989975    0
C50 0.9954842 0.9971160 0.9979945 0.9979268 0.9988714 1.0000000    0

Kappa 
         Min.   1st Qu.    Median      Mean   3rd Qu.      Max. NA's
KNN 0.9928895 0.9944715 0.9952621 0.9951629 0.9960560 0.9976354    0
RF  0.9921034 0.9954669 0.9960550 0.9960565 0.9968446 0.9984233    0
C50 0.9929112 0.9954676 0.9968488 0.9967418 0.9982264 1.0000000    0

Building and Floor classifiers

ModelData <- resamples(list(KNN = knn_building_floor_model, RF = rf_building_floor_model, C50 = c50_building_floor_model))

summary(ModelData)

Call:
summary.resamples(object = ModelData)

Models: KNN, RF, C50 
Number of resamples: 30 

Accuracy 
         Min.   1st Qu.    Median      Mean   3rd Qu.      Max. NA's
KNN 0.9514271 0.9559818 0.9598595 0.9589375 0.9612346 0.9674022    0
RF  0.9653614 0.9684012 0.9698795 0.9702394 0.9718946 0.9754139    0
C50 0.9568273 0.9623919 0.9651542 0.9648557 0.9677661 0.9739087    0

Kappa 
         Min.   1st Qu.    Median      Mean   3rd Qu.      Max. NA's
KNN 0.9469866 0.9519434 0.9561812 0.9551742 0.9576804 0.9644125    0
RF  0.9621729 0.9654801 0.9671084 0.9675013 0.9693137 0.9731536    0
C50 0.9528738 0.9589453 0.9619530 0.9616352 0.9648088 0.9715220    0
---
title: 'Task 3: Evaluate Techniques for Wifi Locationing'
author: "Esteban Villalobos Gomez"
date: "November $14_{th}$, 2019"
subtitle: "Deep Analytics and Visualization 2017.3"
output:
  html_document:
    df_print: paged
    toc: yes
  pdf_document:
    df_print: kable
    toc: yes
  html_notebook:
    highlight: tango
    theme: simplex
    toc: yes
    toc_float: true
  word_document:
    toc: yes
---
```{r include = FALSE}
require(neuralnet)
require(nnet)
require(ggplot2)
library(doParallel)
library(caret)
library(corrplot)
library(RColorBrewer)
```

Data loading into separate dataframes
```{r}
LOAD_SAVED_MODELS = TRUE

training <- read.csv('data/trainingData.csv')
validation <- read.csv('data/validationData.csv')
```
Some Descriptive exploration of target variables:
```{r}
print(paste("Number of training observations", nrow(training)))
cat("Number of buildings", length(levels(as.factor(training$BUILDINGID))), "\n")
cat("Number of Floors", length(levels(as.factor(training$FLOOR))), "\n")
cat("Number of spaces", length(levels(as.factor(training$SPACEID))), "\n")
```
Remove independent variables with zero variance 
```{r}
# Add a acolum to identify if the row if from training or validation set
# since sets weill be merged later

training$isTraining <- TRUE
validation$isTraining <- FALSE
consolidado <- rbind(training, validation)


training$BUILDINGID <- as.factor(training$BUILDINGID)
training$FLOOR <- as.factor(training$FLOOR)
training$SPACEID <- as.factor(training$SPACEID)

validation$BUILDINGID <- as.factor(validation$BUILDINGID)
validation$FLOOR <- as.factor(validation$FLOOR)
validation$SPACEID <- as.factor(validation$SPACEID)

# Remove zero variance rows (constant rows) and remove them from both
# training and validation sets
zero.var <- logical()

for (i in c(1:ncol(consolidado))) {
     zero.var[i] <- var(consolidado[,i]) != 0
}

# Apply a PCA algorithm only on WAP columns, in order to identify which
# columns could be removed, thus reducing the data set dimensionality
consolidado.pca <- prcomp(consolidado[, 1:520],
                          center = TRUE,
                          scale. = TRUE)

``` 
Nota that data was transformed to a diferent scale after PCA was executed
```{r}
as.data.frame(head(consolidado.pca$x))
```

The following histogram shows the amount of information (explained variance proportion) from each principal component:
```{r}
library(ggplot2)

prop_varianza <- consolidado.pca$sdev^2 / sum(consolidado.pca$sdev^2)

ggplot(data = data.frame(prop_varianza, pc = 1:520),
       aes(x = pc, y = prop_varianza)) +
  geom_col(width = 0.3) +
  scale_y_continuous(limits = c(0,0.01)) +
  theme_bw() +
  labs(x = "# of Principal Components",
       y = "Explained Variance Proportion")
```

The PCA algorithm will return the Principal components sorted descending based on its importance, I'll select the first 100 principal components for training the classifiers. 

Note that 100 PCs can explain near 60% of the variablity of the dataset:
```{r}
# Number of Principal Components to use
M = 100

# Split into training and validation sets again, after dimensionality was reduced
training.pca <- data.frame(consolidado.pca$x[consolidado$isTraining, 1:M])
validation.pca <- data.frame(consolidado.pca$x[!consolidado$isTraining, 1:M])

# Calculate the total variance explained by the selected principal components
sum(prop_varianza[1:M]) 

#Add other variables that were not WAPs
training.pca <- cbind(training.pca, training[, 521:529])
validation.pca <- cbind(validation.pca, validation[, 521:529])
n <- names(training.pca[,1:M])
```
Also note that with 250, around 85% of variability could be explained, but this would add much more complexity to the classifiers training phase:
```{r}
sum(prop_varianza[1:250]) 
```

## Classifiers

With the reduced feature set from PCA, a few models will be trained. First I'll create a classifier for the building variable.

*Parallel execution wrapper for training function*
```{r}
fit_model <- function(seed, num_workers=4, ...) {
  #' Parallel multi-threaded wrapper of the caret's train(...) funtion.
  #' @param seed used for the random generator
  #' @param num_workers is the number of worker threads that will be executed in parallel
  #' @param ... parameters passed directly to the caret's train(...) function
  #' @return the trained model
  
  set.seed(seed)
  # Register parallel workers
  cl <- makePSOCKcluster(num_workers)
  registerDoParallel(cl)
  fitted_model <- train(...)
  # Release workers
  stopCluster(cl)
  return(fitted_model)
}
```

Utility for saving and restoring models
```{r}
save_model_to_disk <- function(trained_model, filename="trained_model.rds"){
  #' save the model to disk
  saveRDS(trained_model,  paste("models", filename, sep="/"))
}

load_model_from_disk <- function(filename) {
  return(readRDS(paste("models", filename, sep="/")))
}

plot_correlation <- function(dataset) {
  #' Calculate the correlation among columns in the dataset
  #' and plot a heat diagram with the results
  #' @param dataset Data.frame to analyse
  #' @return correlation data
  corr_data <- cor(dataset)
  
  corrplot(corr_data, type="full", 
           order = "original",
           tl.cex = .85, 
           addCoefasPercent = TRUE,
           col=brewer.pal(n=8, name="RdYlBu"))
}
```


Variable independence

The following correlation graph shows that there is little to none correlation between WAPs:

```{r}
plot_correlation(training.pca[,1:100])
```

### KNN Model

Train a Knn to predict the Building:
```{r}
f <- as.formula(paste("BUILDINGID ~", paste(n, collapse = " + ")))
model_file = "knn_model1.rds"

if(LOAD_SAVED_MODELS) {
  fitted_model <- load_model_from_disk(model_file)
} else {
  fit_control  <- trainControl(method = "repeatedcv", 
                               number = 10,
                               repeats = 3)

  fitted_model <- fit_model(seed = 4561235,
                       num_workers = 8,
                       f,
                       data = training.pca,
                       method = "knn",
                       trControl = fit_control,
                       tuneLength = 5
                      )
  
  save_model_to_disk(fitted_model, filename=model_file) 
}
summary(fitted_model)
ggplot(fitted_model) + theme(legend.position = "top")
knn_building_model <- fitted_model
```
Test the model:
```{r}
# Testing model
predictions.validation_knn <- predict(fitted_model, newdata = validation.pca, type="raw")
resamps.knn <- postResample(predictions.validation_knn, validation.pca$BUILDINGID)
resamps.knn
confusionMatrix(data = predictions.validation_knn, validation.pca$BUILDINGID)
```

Let's predict the Building + the Floor

```{r}
training.pca$BF <- paste(training.pca$BUILDINGID, training.pca$FLOOR, sep = "|")
validation.pca$BF <- paste(validation.pca$BUILDINGID, validation.pca$FLOOR, sep = "|")
training.pca$BF <- as.factor(training.pca$BF)
validation.pca$BF <- as.factor(validation.pca$BF)

model_file = "knn_model2.rds"

if(LOAD_SAVED_MODELS) {
  fitted_model <- load_model_from_disk(model_file)
} else {
  f <- as.formula(paste("BF ~", paste(n, collapse = " + ")))
  fit_control  <- trainControl(method = "repeatedcv", 
                                 number = 10,
                                 repeats = 3)
  
  fitted_model <- fit_model(seed = 9423168,
                     num_workers = 12,
                     f,
                     data = training.pca,
                     method = "knn",
                     trControl = fit_control,
                     tuneLength = 5
                     )
  save_model_to_disk(fitted_model, filename = model_file)
}
summary(fitted_model)
ggplot(fitted_model) + theme(legend.position = "top")
knn_building_floor_model <- fitted_model
```

Test the model:
```{r}
# Testing model
predictions.validation_knn2 <- predict(fitted_model, newdata = validation.pca, type="raw")
resamps.knn2 <- postResample(predictions.validation_knn2, validation.pca$BF)
resamps.knn2
confusionMatrix(data = predictions.validation_knn2, validation.pca$BF)
```


### Random Forest
```{r}
f <- as.formula(paste("BUILDINGID ~", paste(n, collapse = " + ")))

## Random Forest
model_file = "rf_model1.rds"

if(LOAD_SAVED_MODELS) {
  fitted_model <- load_model_from_disk(model_file)
} else {
  fit_control  <- trainControl(method = "repeatedcv", 
                               number = 10,
                               repeats = 3)
  
  rf_grid <- expand.grid(mtry=c(1,5,7))
  
  fitted_model <- fit_model(seed = 9743468,
                      num_workers = 12,
                      f,
                      data = training.pca,
                      method = "rf",
                      trControl = fit_control,
                      tuneGrid=rf_grid
                     )
  
  save_model_to_disk(fitted_model, filename=model_file)
}
summary(fitted_model)
ggplot(fitted_model) + theme(legend.position = "top")
rf_building_model <- fitted_model
```

Validate the model:
```{r}
# Testing model
predictions.validation_rf <- predict(fitted_model, newdata = validation.pca, type="raw")
resamps.rf <- postResample(predictions.validation_rf, validation.pca$BUILDINGID)
resamps.rf
confusionMatrix(data = predictions.validation_rf, validation.pca$BUILDINGID)
```

Let's predict the Building + the Floor

```{r}
model_file = "rf_model2.rds"

if(LOAD_SAVED_MODELS) {
  fitted_model <- load_model_from_disk(model_file)
} else {
  f <- as.formula(paste("BF ~", paste(n, collapse = " + ")))
  
  fit_control  <- trainControl(method = "repeatedcv", 
                               number = 10,
                               repeats = 3)
  
  rf_grid <- expand.grid(mtry=c(1,5,7))
  
  fitted_model <- fit_model(seed = 68432542,
                      num_workers = 12,
                      f,
                      data = training.pca,
                      method = "rf",
                      trControl = fit_control,
                      tuneGrid=rf_grid
                     )
  save_model_to_disk(fitted_model, filename = model_file)
}
summary(fitted_model)
ggplot(fitted_model) + theme(legend.position = "top")
rf_building_floor_model <- fitted_model
```

Test the model:
```{r}
# Testing model
predictions.validation_rf2 <- predict(fitted_model, newdata = validation.pca, type="raw")
resamps.rf2 <- postResample(predictions.validation_rf2, validation.pca$BF)
resamps.rf2
confusionMatrix(data = predictions.validation_rf2, validation.pca$BF)
```

### C5.0 Model
```{r}
f <- as.formula(paste("BUILDINGID ~", paste(n, collapse = " + ")))

## C5.0
model_file = "c50_model1.rds"

if(LOAD_SAVED_MODELS) {
  fitted_model <- load_model_from_disk(model_file)
  
} else {
  fit_control  <- trainControl(method = "repeatedcv", 
                               number = 10,
                               repeats = 3)
  fitted_model <- fit_model(seed = 9743468,
                            num_workers = 12,
                            f,
                            data = training.pca,
                            method = "C5.0",
                            trControl = fit_control,
                            tuneLength = 15,
                          )
  save_model_to_disk(fitted_model, filename=model_file)
}
summary(fitted_model)
ggplot(fitted_model) + theme(legend.position = "top")
c50_building_model <- fitted_model
```


```{r}
# Testing model
predictions.validation_c50 <- predict(fitted_model, newdata = validation.pca, type="raw")
resamps.c50 <- postResample(predictions.validation_c50, validation.pca$BUILDINGID)
resamps.c50
confusionMatrix(data = predictions.validation_c50, validation.pca$BUILDINGID)
```
Let's predict the Building + the Floor

```{r}
model_file = "c50_model2.rds"

if(LOAD_SAVED_MODELS) {
  fitted_model <- load_model_from_disk(model_file)
} else {
  f <- as.formula(paste("BF ~", paste(n, collapse = " + ")))
  
  fit_control  <- trainControl(method = "repeatedcv", 
                               number = 10,
                               repeats = 3)
  fitted_model <- fit_model(seed = 234654374,
                            num_workers = 12,
                            f,
                            data = training.pca,
                            method = "C5.0",
                            trControl = fit_control,
                            tuneLength = 15,
                          )
  save_model_to_disk(fitted_model, filename = model_file)
}
summary(fitted_model)
ggplot(fitted_model) + theme(legend.position = "top")
c50_building_floor_model <- fitted_model
```

Test the model:
```{r}
# Testing model
predictions.validation_c502 <- predict(fitted_model, newdata = validation.pca, type="raw")
resamps.c502 <- postResample(predictions.validation_c502, validation.pca$BF)
resamps.c502
confusionMatrix(data = predictions.validation_c502, validation.pca$BF)
```
## Models comparison

### Building-only classifiers
```{r}
ModelData <- resamples(list(KNN = knn_building_model, RF = rf_building_model, C50 = c50_building_model))

summary(ModelData)
```

### Building and Floor classifiers
```{r}
ModelData <- resamples(list(KNN = knn_building_floor_model, RF = rf_building_floor_model, C50 = c50_building_floor_model))

summary(ModelData)
```
